01AOOC1554
                       CONNECTICUT RIVER BASIN PROGRAM

                              Part III  of Phase I

                       Water Quality Reconnaissance for

                   THE CONNECTICUT RIVER SUPPLEMENTAL STUDY
       This  study  fulfills  the water  quality  information  requested  in
       the Supplemental  Study Guidelines  for  the water quality  aspects
       of the  environmental reconnaissance section.
       Prepared for the New England River Basins Commission by
       	The U.S. Environmental Protection Agency

                                 Region I

                                March 1975

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                               FOREWORD

          Transitions in water quality vithin individual water bodies
have been recorded in geologic time for millions of years.   However,
these transitions have been the result of natural activities such as:
climatic changes, tectonic movement,  erosion,  glacial movements,  trans-
gressive and regressive sequences of the seas, to name  Just a few.  The
recorded transitions have taken thousands of years in most  cases.  Man's
activities within the last 2000 years has accelerated changes in water
quality.  His impact on the water bodies has become progressively more
severe with his increasing population and industrialization.  Under his
present technological development, man has the ability to alter in
seconds, what nature has taken eons to establish.  In view of this fact,
attempts have been made to encourage practices which can co-exist with
the environment rather than inducing irreparable damages to it.

          In order to exist harmoniously with the environment man has
begun to realize the importance of understanding the mechanisms governing
his environment and the importance of determining his impacts upon the
environment.  It was in this light that requests for additional informa-
tion established the Connecticut River Supplemental Study.

          It was felt that additional information on non-structural methods
of  flood  control and environmental concerns was needed in order to
establish the most comprehensive and compatible  flood management program
for the Connecticut River Basin.

          Based on the information available, the Environmental Protection
Agency was given the task of determining the degree to  which various
water quality parameters are affected by streamflow variations based on
high and low flow conditions.  The Agency was also to determine the amount
of  nutrients, sediments, and  silts lost to the basin.   This information
was to be derived from data collected by EPA's Storet System, the United
States Geological Survey, the  Corps of Engineers dredging records,  and
individual  state, local, and  private  sources.  EPA was  directed to  present
a sketch of  factors  primarily responsible for basin water quality and to
forecast changes in  these  affecting  factors  and  future  water  quality.  EPA
was also requested to present  a  detailed account on the effects of  impound-
ments on water  quality  and to include with this  a bibliography dealing
with the effects of  impoundments on  water quality.  Finally,  EPA  was re-
quested to  perform a water quality reconnaissance on the six  tributaries
that were being investigated  by  the  Bureau of Sport Fisheries and Wildlife.

          Although some of these tasks were not  explicitly stated in the
Supplemental Flood Management  Study, Plan of Study, July 1, 1973, they
were requested and implicitly  required as the plan of study was formulated.

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                              SUMMARY
 AN ENVIRONMENTAL  SKETCH  OF  FACTORS  PRIMARILY
 RESPONSIBLE  FOR BASIN WATER QUALITY

           Water quality  in  the  basin's  natural  condition was  generally
 excellent.   The activities  of man have  caused very  serious  local
 deterioration by  discharging into the stream systems municipal and
 industrial wastes,  chemical pollutants  from industry and agriculture,
 sediment  from agricultural  and  construction activities, heat  from
 industry  and power  production and miscellaneous  trash and refuse.
 However,  present  conditions indicate that  the water quality,  on the
 whole,  is generally suitable for bathing,  and recreational  purposes,
 for public water  supply  with treatment, and for  good aesthetic value.
 It  is acceptable  for  many kinds of  fish and wildlife and is suitable
 for agricultural  and  industrial uses.  However,  as  stated,  there are
 localized areas where water quality is  seriously degraded.  These
 degraded  stretches  of river are in  the vicinity  of  urbanized  areas which
 have inadequate or  raw waste treatment or  have combined sewer overflows
 as  a part of their  sewerage systems.  The  water  quality in  these areas
 is  unsafe for  human consumption (unless adequately  treated) or body
 contact sports.   Also, in these areas the  water  quality is generally
 such as to preclude the  area to commercial harvesting of shellfish.
 The Federal  Water Pollution Control Act Amendments  of 1972, with more
 stringent treatment requirements should upgrade  the water quality.

           The  water quality standards previously adopted by the states
 covering  interstate waters  have been extended to include all  intrastate
 waters.   These standards have been  revised by the states and approved
 by  both the  states  and the  Federal Government.
STREAM FLOW AND ITS EFFECT ON WATER QUALITY

          In order to determine the degree to which various water
quality parameters are affected by stream flow variations, attempts
were made to correlate water quality parameters with a series of flow
regimes during the high flow period of March through May and during
the low flow period of July through September at the National Network
Monitoring Stations at Enfield, Connecticut; Northfield, Massachusetts;
and Wilder, Vermont.  The correlations indicated that, generally, 10%
to 25% of the parameter variation can be attributed to flow.  Thus the
significant relations were weak and the correlations were mild.  This
indicates that the changes in water quality caused by flow variation
are slight and that most of the variation in the parameters measured
must be due to other factors such as effluent discharges, runoff,
surrounding environments, use, and experimental error.
                                ii

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          Of the 12 parameters examined, only ph, alkalinity and
hardness exhibited similar trends at most stations.  pH showed that
there was little or no correlation between its value and flow, while
alkalinity and hardness showed that an inverse relation existed
between their concentrations and flow.

          The quality of the data used in many cases was questionable.
This is due to the numerous sources submitting data to Storet, poor
sampling techniques, and experimental error.  However, with the new
program initiated by the States, the input into STORET is improving.
NUTRIENT LOSSES TO THE BASIN

          Using the same Storet file indicated in section 1.0 attempts
were made to determine the nutrient losses to the basin.  Unfortunately,
the Wilder Station was def-icient in nutrient data.  Nutrient loads in
the form of phosphates and ammonia-nitrogen were determined at the
Northfield and Enfield Stations for an average high and low flow.

          The daily nutrient loads passing the Northfield Station range
between 1,300-8,000 Ibs/day for ammonia-nitrogen and 9,000-13,000 Ibs/day
for phosphates.  The daily nutrient loads passing the Enfield Station
range between 13,000-33,000 Ibs/day for ammonia-nitrogen and 11,000-
30,000 Ibs/day for phosphates.  The loads measured at each station show
the net cumulative load acquired from the drainage area above the
sampling station.  Thus the load carried at Enfield reflects partially
the load carried at Northfield.

          The apparent anomaly indicated between the phosphate and
ammonia-nitrogen load ratios exhibited at the two stations is probably
a result of the individual sampling locations.  The high levels of
ammonia-nitrogen registered at Enfield are caused by the tremendous
load of ammonia-nitrogen discharged into the river in the Springfield
Metropolitan area just above Enfield.  There is only a small discharge
of ammonia-nitrogen to the river above Northfield.

          The estimated nutrient loads carried by the Connecticut River
do not account for those nutrients removed from the stream by oxidation,
utilization or resuspension and, hence, as such are probably conservative.
The nutrients measured are taken from samples which actually contain the
net concentrations carried at the Northfield and Enfield Stations.

          By measuring the amount of effluent being discharged from
the municipal facilities and using a conversion factor for nitrogen
and phosphorus, an estimate indicating the amount of nutrients which
could be removed by expanding existing facilities to tertiary treatment
is calculated.  The calculations represent an average value for  the
nutrients being discharged in domestic wastes from municipal facilities
in the basin.
                              iii

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          A factor of 7-10 mg/1 of phosphorus and 15-35 mg/1 of nitrogen
is used as the concentrations of these nutrients in domestic waste waters,
The amount of the nutrients capable of being removed from the basin
above Northfield is calculated to be 1,631 - 3,805 Ibs/day of nitrogen
and 761 - 1,087 Ibs/day of phosphorus.  Between Northfield and Enfield
the amount of nitrogen capable of being removed is 8,236 - 19,218 Ibs/day
and 3,844 - 5,491 Ibs/day of phosphorus.  These figures illustrate the
need for advanced waste treatment especially in the urbanized areas in
the lower portions of the basin.
ESTIMATED SILT LOSSES TO THE CONNECTICUT RIVER BASIN

          Data accumulated by the U.S. Geological Survey was used to
estimate the silt loads lost to the Connecticut River.  The data
indicated that the major sediment loads and flows occurred during the
winter and spring flows.

          The flows and sediment loads in the winter and spring show
the least correlation due to the unstable flow conditions that exist
in the basin during these months.  It is in the more stable flow
regimes of the summer and fall that the generally higher degrees of
correlation occur.

          Based on the assumption that the erosion characteristics of
the basin are typified in the tributaries sampled, estimates on the
amount of sediment load carried by the Connecticut River were attempted.
The Connecticut River is estimated to carry approximately .75 million
to 5 million pounds of sediment each day.  This may not be a very large
amount when the size of the drainage area and the amount of resuspended
existing sediments are considered.  Nonetheless, the deposition of
eroded sediments has a cumulative effect on the stream bed until the
sediments are moved out by high flows.

          The Corps of Engineers' dredging records and other reports
indicate that, although a portion of the sediment at the mouth of the
river is deposited during alongshore movement of sediment, above the
mouth much of the deposition comes from excavated soil moving back into
the channel from nearby spoil areas.  The sediment derived from erosion
sources within the Basin is a minor source of the material deposited
in the navigation channel.  Other reports also indicate that erosion
on the whole is minimal.

          Surveys indicate that if the farmers relied solely on sediment
renewal rather than fertilizers, their crop production would be only
marginal.
                                iv

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          Even though evidence indicates a relatively minor  amount of
siltation occurs in the Connecticut River as a whole, there  are local
instances where induced sedimentation has been severe enough to cause
serious economic losses to local residences.  The Gale River has had
extreme sediment buildups during the last ten years.   Evidence indicates
that nearby long-term construction of 1-93 has been a major  source of
this sediment buildup.  Frequent fluctuations in storage pool elevations
at the hydroelectric dams has also been linked with stream bank erosion
problems.  In most instances, areas of large scale sediment  buildup can
usually be traced to improper land management, development or construction
practices.
CHANGES IN WATER QUALITY AS A RESULT OF IMPOUNDMENT

          Impoundments placed on a stream will alter the physical conditions
within a stream.  The natural changes, plus changes induced by man's acti-
vities around the impoundment can cause large scale changes in water quality.
This can pose serious threats to future quality and life in the river or
impoundment.  For this reason there are both direct and indirect ramifica-
tions which must be considered before accepting a structural method of
flood control.

          When using an impoundment for flood control, concern should
be emphasized on the effects of thermal stratification, nutrient influx,
the settling basin created by the impoundments, downstream releases, the
impoundment's influence on groundwater, and development around the
impoundment.  If an impoundment is to be used for flood control, then
ways to maintain water and environmental quality are available and should
be implemented as part of the program, the most basic considerations
being the limitation of developments around the impoundment, the enforce-
ment of proper waste treatment both upstream and in close proximity to
the structure and its impoundment, and downstream releases of impounded
water.
LAND USE FUNCTIONS IN WATER QUALITY MANAGEMENT

          Since water quality is so dependent upon land use, it is
becoming more rapidly accepted that controlled land use is an essential
part of water quality management.

          The concept of reserving land for functional open space is
currently practiced.  An important practice of reserving a strip of land
in  the floodplain of a river is now being considered in many areas.
The maintenance of this buffer strip alongside all streams applies to
forest, agriculture, and urban land alike.  This well vegetated strip
would effectively reduce the influx of phosphorus, pesticides, and
suspended particulate matter.  It would stabilize river banks, enhance
the appearance of water bodies and offer some area for outdoor
recreation  such as hiking, camping and hunting.  This practice prevents
excessive flood plain enchroachment and leads to reduced flood damages.

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 WATER QUALITY  RECONNAISSANCE OF  SIX  SELECTED TRIBUTARIES

           Six  watersheds were  selected  so as to be coincident with  the
 watersheds  analyzed by  the Bureau of  Sport Fisheries and Wildlife.  They
 are  the Deerfield  and Westfield  Rivers  in Massachusetts, the Annnonoosuc
 River in New Hampshire, the White and Passumpsic Rivers in Vermont
 and  Whetstone  Brook in  Vermont.  On  each watershed a water quality
 reconnaissance was performed based on the data available.

      Westfield River

          The  dissolved oxygen was found to be above 5 mg/1.  Alkalinity
 was  found  to be higher  due to  discharges around West Springfield and
 the  influence  of the Westfield Little River which was found to have
 higher alkalinity concentrations.  The  suspended solids and BOD peaks
 are  higher  around industrial and urbanized areas indicating the impact
 of man's activities upon the stream.  In many classified B waters,
 standards are violated  with respect  to  coliform numbers, especially
 around Westfield, Agawam and West Springfield.

      Deerfield River

          Dissolved oxygen concentrations were above 5.0 mg/1 at all
 points sampled.  However, coliform standards for class B waters were
 violated in all instances except at the last two sampling stations
 about 33 miles above the confluence with the Connecticut River.

          The: North and Green Rivers are subject to stress as is
 indicated by the sampled values.  The Green River recorded the
 highest suspended solids concentration  for the entire system and the
 lowest dissolved oxygen concentration of less than 1 mg/1.   The North
 River recorded the highest pH value for the entire basin area sampled.
 The data indicated that the waste load carried by the Green River was
 felt  in the Deerfield after the confluence of the two rivers.

          There are four sections of the Deerfield Basin that are
 classified below B:

          1.  the lower portions of the Deerfield after confluence
                 of the Green River,
          2.  the lower portions of the Green River,
          3.  the lower portions of the North River,  and
          4.  a section of the Deerfield near Monroe.

          These lower classifications are due to conditions generated
by nearby discharges.
                                vi

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     Whetstone Brook

          The Whetstone offers no significant flood contribution to
the Connecticut River, but due to its flashflood nature, it poses
special problems to the Town of Brattleboro.   The dissolved oxygen
concentration is greater than 7.0 mg/1,  throughout.  Whetstone Brook
illustrates the typical effect of urban development along a stream.
All the parameters measured except coliforms indicated low concen-
trations until the stream passed through the urbanized Brattleboro
area.  The coliform counts violated the Class B standards at all
stations sampled.  However, below the populated centers, the con-
centrations were significantly higher.  The high MPN coliform
counts found in the sampled stream portions are thought to be
caused by animal wastes or seepage from the mobile homes and houses
located along the brook.  Whetstone Brook is presently classified
"B" except Pleasant Valley Reservoir which is classified "A".
     White River

          Presently classified "B", the White River had a dissolved
oxygen concentration greater than 7.0 mg/1.  The BOD profile is low,
but peaks generally coincide with the DO profile depressions.  Short
narrow BOD peaks indicate a high rate of reaeration.

          The BOD profile and the coliform profile indicate wastes
are being discharged from West Hartford, Bethel, Royalton, South
Royalton, and Granville.

          Alkalinity indicates a significant anomaly.  Due to the
geologic terrain over which the three Branches flow, the alkalinity
is significantly higher.  Due to the Branches' contribution, the
alkalinity in the mainstem after their confluence is significantly
higher than that measured in the mainstem before the confluence of
the Third Branch at Bethel.

          Again coliform counts around population centers are high and
in these areas the number of coliforms violate "C" state standards.

     Ammonoosuc River

          The Ammonoosuc River is classified "B" with some upper
portions of its tributaries being classified "A".  Almost all stations
passed on the class "B" requirements for dissolved oxygen.  The
station reporting the lowest DO saturation of less than 75% was still
at 70% saturation.

          Coliform counts exceeded "B" standards at all but one up-
stream station.  The parameters sampled showed the effects of
discharges from the population centers of Bethlehem, Lisbon, Bath
Littleton, and some resort hotels in the upper portion of the basin.

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          The data available was old and limited to only a few
pertinent parameters.

     Passumpsic River

          The Passumpsic River Basin is presently classified "B".  The
dissolved oxygen at all points measured was greater than 7.0 mg/1 except
at one station where 6.7 mg/1 was recorded.  Hence, the stream will
support natural trout populations.  The BOD profile, the MPN coliform
profile, and the depressions in the DO profile indicate the effects
of discharges from S. Johnsbury, Lyndon, Lyndonville and the Sleepers
River.

          In no case did the stations sampled meet the "B" standards
for coliform MPN counts.

          It is recognized that through compliance with the 1972
Amendments to the Federal Water Pollution Control Act and installation
of the proposed treatment plants, many of the standards violations
will be eliminated.  Also, it is recognized that a more updated
sampling program would enhance some of the water quality profiles
discussed.
                              viii

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                          TABLE OF CONTENTS

                                                              Page


FOREWARD                                                        i

SUMMARY                                                        ii

TABLE OF CONTENTS                                              lx

LIST OF TABLES, FIGURES AND MAPS                               xi

INTRODUCTION                                                    1

1.0  AN ENVIRONMENTAL SKETCH OF FACTORS PRIMARILY
     RESPONSIBLE FOR BASIN WATER QUALITY	      3
     1.1  General	      3
     1.2  Existing Uses	      5
     1.3  Existing Types of Discharges	      8
     1.4  Standards and Existing Water Quality	     15

2.0  STREAM FLOW AND ITS EFFECT ON WATER QUALITY	     23

3.0  NUTRIENT LOSSES TO THE BASIN	     28

4.0  ESTIMATED SILT LOSSES TO THE
     CONNECTICUT RIVER BASIN	     36

5.0  CHANGES IN WATER QUALITY AS A RESULT OF IMPOUNDMENT..     45
     5.1  Introduction	     45
     5.2  Thermal stratification	     45
     5.3  Settling basin effect	     47
     5.4  Eutrophication	     47
     5.5  Light penetration and turbidity removal	     48
     5. 6  Oxygen production and demand	     49
     5.7  Carbonate equilibrium	     51
     5.8  Iron and Manganese	     51
     5.9  Artificial destratification of impoundments	     52
     5.10 Thermal pollution	     52
     5.11 Influence of impoundment  releases on
          downstream water quality	     53
     5.12 Effects on groundwater	     54
     5.13 Watershed development	     55
     5.14 Remarks	     56
     5.15 Bibliography dealing with the effects of
          impoundments on water quality	     57

6.0  Land use functions in water quality management	     72
                                 ix

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                         TABLE OF CONTENTS
7.0  WATER QUALITY RECONNAISSANCE OF
     SIX SELECTED TRIBUTARIES	       75
     7.1  The Westfleld River Basin	       80
     7. 2  The Deerf ield River Basin	       89
     7.3  The Whetstone Brook Basin	      101
     7.4  The White River Basin	      109
     7.5  The Ammonoosuc River Basin	      118
     7.6  The Passumpsic River Basin	      126

GLOSSARY	      137

APPENDICIES

     Preface:  Discussion of Flow Regressions	     A-B-1
     Appendix A:  Linear Regressions Comparing Stream
                  Flow to Concentration for Various
                  Parameters	       A-l
     Appendix B:  Linear Regressions Comparing Stream
                  Flow to Load for Various Parameters..       B-l

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                   LIST OF TABLES, FIGURES AND MAPS


                                                                 Page


Figure 1   - Stresses Which Influence Water  Quality	        2

Map 1.1    - Connecticut River Delineated Basin Map	        9

Table 1.1  - Water Quality Standards Revisions Adopted by
               the Connecticut River Basin States in the
               Period November - December 1973	       17

Map 1.2    - Connecticut River Water Quality
               Classification Map	       19

Table 1.2  - General Use Descriptions for Various Water
               Quality Classifications Found in the
               Connecticut River Basin	       22

Table 2.1  - Relationships Determined by Linear Regression
               Analysis for C oncentrations	       26

Table 3.1  - Comparison of Various Plant Nutrients With
               Respect to Controllability by Man and
               Growth Controlling in Lakes	       29

Table 3.2  - Nutrient Losses Estimated from Storet Data
               Taken During the High and Low Flow Periods..       31

Table 3.3  - Amount of Nutrients Capable of Being Removed
               by  Upgrading Existing Municipal Facilities
               to  Tertiary Treatment	       32

Figure  3.1 - Phosphorus and Nitrogen Distribution in an
               Agrarian Economy	       35

Figure  3.2 - Phosphorus and Nitrogen Distribution in a
               Simple Urban Economy	       35

Figure  3.3 - Phosphorus and Nitrogen Distribution  in a
               Complex Urban Economy	       35

Table 4.1  - Suspended Sediment Loads at Various Points
               and Various Time Periods  in  the Connecticut
               River  Basin Measured during  1965 -  1973	       37

Table 4.2  - Sediment Loads at Various Points  in the Basin.       39

Table 4.3  - Army  Corps of Engineers  Dredging  Records  in the
               Connecticut River Basin Estuary	      41
                                 xi

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Map  7.1     - Westfield River  Basin	        81
                Figure 7.la Dissolved Oxygen	        84
                Figure 7 .lb Temperature	        85
                Figure 7.1c Alkalinity	        86
                Figure 7.Id Suspended Solids	        86
                Figure 7 . le BOD5	        87
                Figure 7 . If Colif onus	        88

Map  7.2     - Deerfield River  Basin	        91
                Figure 7 . 2a Dissolved Oxygen	        93
                Figure 7. 2b Colifonns	        94
                Figure 7 . 2c BOD5	        95
                Figure 7 . 2d Alkalinity	        96
                Figure 7.2e Total Suspended Solids	        97
                Figure 7 ,2f Temperature	        98

Map  7.3     - Whetstone Brook  Basin	        99
                Figure 7 ,3a Dissolved Oxygen	       102
                Figure 7.3 BOD	       103
                Figure 7.3c Total Solids	       104
                Figure 7 .3d Suspended Solids	       105
                Figure 7 . 3e Temperature	       106
                Figure 7.3f MPN Colif onns	       107

Map  7.4     - White River Basin	       Ill
                Figure 7.4a Dissolved Oxygen	       113
                Figure 7 . 4b BOD	       114
                Figure 7.4c Temperature	       115
                Figure 7. 4d Coliforms	       116
                Table  7.4-1 Data on Three Branches of the
                  White River	       117

Map  7.5     - Ammonoosuc River Basin	       119
                  Figure 7.5a Dissolved Oxygen	       122
                  Figure 7. 5b Temperature	       123
                  Figure 7.5c pH	       124
                  Figure 7 . 5d Colif orms	       125

Map  7.6     - Passumpsic River Basin	       127
                  Figure 7.6a Dissolved Oxygen	       129
                  Figure 7.6b BOD	       130
                  Figure 7.6c Total Solids	       131
                  Figure 7.6d Suspended Solids	       132
                  Figure 7 . 6e Alkalinity	       133
                  Figure 7. 6f Temperature	       134
                  Figure 7 .6g Colif orms	       135
                                xii

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                           INTRODUCTION
          Pure water composed of hydrogen and oxygen is subject to the
stresses and influences from the surrounding environments as is shown
in Figure 1.  However, the surrounding environments each have many
complexities and interrelationships associated with them and may
produce different modifications on water quality under similar conditions.
For example, during periods of high flow, pollutants are usually diluted,
improving water quality in one respect, while combined sewer overflows,
sewage treatment plant "by-passes" and increased erosion and runoff also
associated with high flow periods are responsible for water quality
degradation.

          In order to have any effective water quality management, it is
necessary that these Interrelationships be understood and that all the
ramifications involved with water use be designed and implemented so as
to achieve a desired water quality.

          In establishing a flood management program which involves both
structural and non-structural features, it is necessary to consider
what roles these features will play in affecting water quality.
Accordingly, the Environmental Protection Agency's role in Phase I of
the Connecticut River Supplemental Study will be to briefly examine
those factors primarily responsible for basin water quality; examine
what effects flows have on water quality; estimate the amount of nutrients
and sediment carried in the Connecticut River Basin; investigate the
possible effects impoundments may induce both directly and indirectly on
water quality; examine the effects land use has on water quality and
perform a water quality reconnaissance on selected tributaries in the
Connecticut River Basin.

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                                                                                                         1 - Stre«««a Which Influence Water QtialitT
                                     Human Influence
                                            I
                                                                     U..
                                                                * Orb.n
                                                                  UTMC
                                                  Agrlcultur.   D«nt
                                   leal  Chalul  Ctunsei

                                      	I
Ciologlcil roroitlon


         1
   Cooposltlon  of
     Subatrate
                                                                                                                                                  Topography
                                                                                                  Longltud* Latitude
                                                                                                     aod Altitude
     iDl.«>t»e
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1.0   AN ENVIRONMENTAL SKETCH OF FACTORS PRIMARILY
      RESPONSIBLE FOR BASIN WATER QUALITY

1.1   General

          The Connecticut River Basin, an area of 11,136 square
miles, extending 404 miles from Canada to Long Island Sound, is
embraced by four states.  Thirteen percent is in Connecticut, with 25
percent in Massachusetts, 27 percent in New Hampshire and 25 percent
in Vermont.  Excluded from this study are 114 square miles in Canada.
The main river separates New Hampshire and Vermont (west bank) and
cuts -through the west-central sections of Massachusetts and Connecti-
cut.  With its system of 33 tributaries, the Connecticut River
drains 41 percent of Vermont, 33 percent of Massachusetts and New
Hampshire and 29 percent of Connecticut.  Eighteen tributary basins
range in size from 150 to 700 square miles.  The main tributaries,""
White, Deerfield, Westfield, Farmington and Chicopee Rivers have
drainage areas in excess of 500 square miles.

          Hilly uplands prevail throughout much of the basin.
Important ranges of hills and mountains are the Berkshire and Green
Mountains forming the western margins of its middle and lower
portions and the White Mountains in its upper easterly portion.
Extensive lowlands are confined to the flood plains of Massachusetts
and Connecticut.

          Total yearly precipitation averages about 43 inches of
water with a range of 35 to 60 inches.  Runoff, reflecting large
snowmelt in the spring, represents a little more than 50 percent of
annual precipitation.  The average flow of the Connecticut River in
the lower basin, as measured just below the Massachusetts-
Connecticut State Line is 15,900 cubic feet per second.  Four tri-
butary streams have mean flows of 1,000 cfs or more.  These are the
White River, with its confluence near the upper limit of the middle
part of the basin, and the Deerfield, Chicopee and Farmington Rivers
with confluences in the lower basin.  Frost-free periods range from
180 days near Long Island Sound to 100 days in the upper basin.

          The Connecticut River Basin is underlain by crystalline
bedrock, which varies from metamphorphic and igneous rocks, composed
of gneiss, schist, phyllite, slate, and quartzite, to sedimentary
rocks with structures which generally dip 10 to 30 degrees to the
east.  The metamorphic rocks have been intruded by igneous rocks
including granite, pegmatite, diorite, gabbro and diabase.  Bedrock
in the igneous and metamorphic regions has a complex structure
characterized by intense folding and faulting.  The sedimentary rocks
are interbedded with basalt, which is of volcanic origin.  The more
resistant basalt forms so-called trap ridges.

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          Prior to continental glaciation, weathering throughout the
basin had formed a thick cover of residual soil over bedrock similar
to that further south in the Piedmont Plateau and Blue Ridge
Mountains.  As the ice sheet formed and advanced, it removed first
the loose residual soil and then removed blocks of solid rock.
Both soil and rock were transported and deposited by ice as glacial
till.  Glacial streams and lakes which developed in association with
the glacier were the sites of water-laid deposits of sediment.

          Topography is controlled primarily by underlying bedrock,
rather than by surficial materials.  Glacial till covers the greater
portion of the land area of the basin with deposits of varying
thickness.  Over most of the basin till includes rock fragments
similar to underlying or nearby bedrock indicating It was not
transported far from its source.  The till was deposited directly
from the ice mass and is not sorted  but includes material ranging
from plastic fines to boulders.

          In contrast to the glacial till are the stratified
deposits transported and deposited in glacial streams and lakes.
In general, these are thicker than till deposits and may overlie
either bedrock or till.  These deposits occur along the main and
tributary valleys.  They may occur as terraces, winding ridges, or
highly irregular topography.  These sediments are well sorted,
consisting of gravels, sands, silts and clays.  Due to the geologic
and pedologic conditions primarily created by the glacial activity
in the basin, water quality in the basins natural environment was
generally excellent.

          Basin population in 1960 was 1,680,000 or about 20
percent of the total population in the four states.  Two major
metropolitan areas, Springfield.and Hartford, in the lower basin
account for 48 percent of the basin population.  The total basin
population is 72 percent urban.  Towns with 10,000 or more people
are found outside the metropolitan areas in the lower basin and to
a more limited extent in its middle portion, but they are absent in
the upper basin.

          The economy of the basin relies to a large extent on the
industrial activity which is located along the mainstem and major
tributaries.  In general, industrial activity is more concentrated
in the southern half of the basin where the chemical, metal fabri-
cating and electronic industries are significant contributors to
the economy.  Agriculture, textiles, the paper industry and
recreational developments are also significant contributors to the
economy.  For the most part, these activities are more concentrated
in the northern half of the basin and in areas of the southern
basin removed from the main stem or major tributaries.

          Since the original water quality in the basin was
excellent and man's activities have been responsible for serious

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deteriorations in this condition in some areas, the quality of the
Basin's water depends primarily upon existing demands, both point
and non-point source discharges to the streams and the waterways
ability to assimilate the waste load placed upon them.

1.2   Existing Uses

          The use of water for any purpose requires that both water
of adequate quantity and adequate quality be available for the
particular purpose.  For some uses such as municipal water supply,
quality needs are stringent and special treatment facilities or
strict watershed control measures are required.  At the other
extreme, uses such as navigation, which requires a lesser quality,
are nonetheless affected by such things as debris, scums, aquatic
organisms, clarity and sediment load.  A water resource development
plan must therefore consider what the quality requirements are for
each proposed water use.

          Many areas of the Connecticut River Basin now suffer from
a degraded water quality which precludes or impairs the use of the
waters for many ligitimate demands.  On the mainstem Connecticut
River, the water quality below the Upper Ammonoosuc River and again
in the vicinity of Springfield, Massachusetts is seriously degraded
for a significant distance.  Water quality on portions of the
tributaries:  Ashuelot, Mascoma, Sugar, Black, Upper Anmonoosuc,
Millers, Chicopee, Deerfield and Farmington Rivers and other smaller
streams is similarly degraded.  In general, present water quality
varies not only among the different tributaries but within sections
of individual tributaries and the mainstem itself.

          The quality of the basin's water resources represents a
valuable asset to the future growth of the basin.  Future demands
much greater than present demands are expected to occur throughout
the full spectrum of water uses.

          The varied character of the study area, the high demands
of a densely populated region for useful water quality levels, and
the heavy pollution loads associated with urban and industrial
developments lead to a wide range of water quality needs.  These
include the need to protect good recreation waters for and from
the recreator, the need to provide a healthful and aesthetic aquatic
setting, the need to meet the water supply requirements of a growing
population and economy, and the need to treat and dispose of large
quantities of waste without violating the environment.  The diverse
demands impose a serious challenge to the sound management and use
of water and heighten the importance of a well integrated water
resource plan.

          The basin's total water supply demand amounts to an
estimated 505 million gallons per day (mgd).  This demand comes
from the basin's municipal water systems and  from its industrial

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complex exclusive of electric utilities and mineral industries.  As
population and industrialization in the basin increase, water supply
demands will simultaneously increase.    By 2020 the water supply
demands of municipalities and industries are expected to more than
double the present demands of 505 mgd.  Certain areas of the basin
can be expected to experience a much greater rate of demand increase
than the basin viewed as a whole due to the uneven distribution of
the population.

          Municipal water supplies provide for domestic use, industrial
use, industrial processing and cooling uses, commercial uses, public
use and water lost through leakage, although all of these demands
may not be present in any given water system.  The use of water for
all of these purposes is generally expressed on an average per
capita basis as gallons per capita per day or gpcd.  On a national
level, estimates have indicated that the 1960 usage of municipal
water averaged about 151 gpcd and ranged from about 100 to 341 gpcd.
Usage of municipal water in New England and the Connecticut River
Basin averages about 117 and 124 gpcd, respectively.

          In addition to water supply demands within the basin, the
Connecticut River is included in the comprehensive plan to meet the
water supply needs of the Metropolitan District Commission service
area.  The Massachusetts Legislature has authorized diversion of
surplus Connecticut River water into O^iabbin Reservoir by the North-
field Mountain pumped storage project to meet these needs.  The
Commission notes that Quabbin Reservoir, Massachusetts' largest
water supply serving nearly half of the State's population, has not
recovered from the drought of the middle and later 1960's.  It has
decreased more than five percent — or four-and-one-half feet —
in the past year and has exceeded its maximum safe yield continuously
for several years.  Transfer of excess flows from the Connecticut
River Basin is considered an essential short-term solution.

          Diversion of surplus water from the Basin is recommended
subject to recognition of riparian rights, specifically, the right
of return of these waters when needed for water supply or flow
augmentation within the Basin.

          The Commission recommends diversion of water from the
Millers River watershed into O^iabbin Reservoir by modification of
the existing Tully Reservoir to include storage for flood skimming.
Approval of Tully and any diversions at Northfield Mountain above
amounts presently authorized by law* are conditioned on:
    The  amount  of  water  that may  be diverted at Northfield Mountain
    is limited  by  Massachusetts law over  a  three  consecutive year
    period  to 375  million mgd  for each  day  that river  flow exceeds
    17,000  cfs  at  Montaque City.   Diversion is prohibited by law on
    any  day when flow is less  than 17,000 cfs at  Montaque City.
    Chapter 766, Act  of  1970,  M.G.L.

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          creation of a regional mechanism for  allocating
          water in which downstream States have a voice.
          In the event that the creation of such a mechanism
          proves unfeasible,  it is  recommended  that  its
          functions be performed by existing institutions
          with appropriate regional resource management
          capabilities;

          prior measurement of the  impacts — environmental,
          social, public health, economic and other  — used
          in determining "excess flows";

          prior determination of the location and available
          yield of alternative groundwater sources in the
          Basin and on development  of adequate measures  for
          their protection, in coordination with environ-
          mental and flood management studies conducted  as
          part of the supplemental  study program.

          The Commission recommends that all proposed diversions
of Connecticut River water below the newly constructed nuclear
power plant at Vernon, Vermont, including Northfield Mountain, be
conditioned on satisfactory completion of environmental  impact
evaluations of the power plant.  It is recommended that  these
evaluations include careful investigation of the possibility of
radioactive contamination of Connecticut River water and its
implication for the diversion of Connecticut River water in Quabbin
Reservoir.  It is further recommended that proposed  diversions be
conditioned on adequate measures to prevent radioactive  contamination
of diverted water, including water  quality monitoring.

          Finally, the effects of this flood skimming should be
investigated thoroughly with respect to water quality conditions
both presently and in the future since the high waters do  serve an
important role of flushing contaminants from the stream  and stream
sediments.  The elimination of high flows downstream may induce
adverse effects on water quality by allowing contaminant buildup.

          Required water treatment  to the basin's municipal
supplies varies from very little (i.e. disinfection) in  the
northern less populous regions to softening, water stabilization,
aeration, sedimentation, filtration, and taste and odor  control in
the more populous regions.  Data indicates that areas most dependent
on surface supply sources rather than groundwater sources  require
greater treatment.

          Most of the river system's water use can be classified as
industrial since very little mainstem or tributary water is used
for consumption.  The industrial activities within the basin are
widely diversified.  In the comprehensive report on the  Connecticut
River Basin Appendix D - Water Supply and Water Quality, the

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 industrial activities within the basin were delineated into 6
 regions and the present and probable future industrial components
 of each region were discussed.

           Map 1. 1 indicates the 6 regions listed as  CRB I-CRB VI.
 CRB I is dominated by paper and textile industries.   CRB II is
 dominated by manufacturing in the lumber,  wood,  paper and machinery
 industries.  Region CRB III is  marked by the textile  and leather
 manufacturing industries,  with  machinery and electrical machinery
 industries experiencing vigorous growth in this  region recently.
 Non-electrical machinery has traditionally been  Region IV's largest
 single manufacturing industry.   Lumber and wood  product industries
 have been declining, while growth in the non-electrical and electrical
 machinery industries has been increasing.   CRB V is marked  by  the
 non-electrical machinery,  paper and  allied products,  textiles,  and
 fabricated metals  industries.   The most important manufacturing
 industries in CRB  VI were  in transportation equipment,  non-electrical
 machinery, fabricated metal products and electrical machinery.

           A final  major water use in the basin is hydro power.  The
 early development  of hydroelectric power in the  Connecticut River
 Basin was  extremely important in the Basin's  industrialization  and
 urbanization.   The entire  river system may be considered  to have
 had  a certain potential for hydroelectric  development   which has
 been utilized step by step as the power loads increased and  the
 projects became economically feasible.   With  the completion of  the
 S.C.  Moore Dam and Power Station in  1956,  the last hydroelectric
 site,  favorable under  the  present economy,  was utilized.  Further
 development  of  conventional  hydro power at  a  cost competitive with
 the  cost of  equivalent  power and  energy from  alternative  sources,
 such  as pumped  storage  and thermal electric plants, is  unlikely.

           Even  though  the  Basin's municipal water supply  for the
most  part  is  not taken  from  the  Connecticut River or its  tributaries,
many  of the  basin's  waste  materials are discharged to its waterways.
All of the above industries  are  associated with  effluents which can
place  severe demands on a  waterway's assimilative capacity.

1.3    Existing  Types of Discharges

          The Connecticut  River  Basin like any river system  is  in
balance with  its surroundings.  The river system has an assimilative
capacity which  can "sorb"  and purify a  certain volume of the
waste material or waste load.  In order to be in proper balance
with nature  the amount of  purification  capable by a stream is
generally equal to the amount of waste material and nutrients
that originate within the  river system.  Under natural pristine
conditions a stream has no  trouble handling the wastes it receives
since it is highly unlikely that, under these conditions, all the
basin's wastes would be in  the river at the same time.

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          However, man's activities in the basin have tended to
upset the balance in nature by overloading the streams assimilative
capacity with wastes and nutrients which originate outside the
basin.  The logic behind this is as follows.   In the past, man's
population was small and widely dispersed in  an agrarian society.
Nutrients and wastes in the agrarian society  were also widely
dispersed.  The waste contribution to the streams and ground water
was well below the assimilative capacities.  With the advent of the
Industrial Revolution; man migrated into cities and the population
became more concentrated.  The once widely dispersed population
now became so concentrated that in the U.S. by 1965, it was
estimated that 70% of the population lived on 2% of the land area.
Due to the role water now played in man's life, it was important
that urban centers be located on or near large bodies of water.

          With the buildup in urban centers,  it had become necessary
for the fanners to produce more food.  This food, a nutrient source
for man, was for the most part shipped to the large population areas
from outside the basin.  With the development of the water closet
and the combined sewer systems which were needed in the urban
societies, man's wastes and associated nutrients were passed
directly to the water systems.

          The type of wastes discharged to the Connecticut River
can be categorized into three classes - municipal, industrial, and
agricultural.  Industrial wastes are usually discharged directly
through a pipe or conduit.  These are called point source discharges,
while agricultural wastes are usually introduced in runoff waters
and as such constitute non-point sources of pollution.  Municipal
or domestic wastes can be either point or non-point sources of
pollution.  They are considered a point source when discharged
through a sewer or treatment plant and a non-point source when
the contamination results from improperly constructed or overloaded
septic systems and poorly located spray irrigation sites.  Runoff
from urbanized areas constitutes another source of contamination.
The existence of sewer systems determines whether the runoff
material is from point or non-point  sources.  The shock loading
of streams due to street runoff during storms has been shown
in many areas to be a more serious source of pollutants than are
municipal wastes.

          The type of waste load dictates what  the effects will be
on water quality.  Organic waste loads occurring in domestic
sewerage and in some  industrial discharges from factories and
stock yards exert a high biological  oxygen demand during  stabiliza-
tion, causing a depletion in  the stream's oxygen supply.  Industrial
wastes which are primarily chemical  in nature generally have a  toxic
effect on organisms and/or exert a chemical oxygen demand on streams
causing again an  oxygen depletion.   In addition to oxygen demands
and  toxic substances, municipal and  industrial  pollution  contains

                                  11

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 nutrients  necessary  for  eutrophication, principally nitrogen and
 phosphorus.   The use of  phosphate  containing detergents has greatly
 expanded the  problem of  nutrient enrichment to municipal systems.
 The  influx of nutrients  causes  increased algae production which
 leads  to obnoxious algae blooms, taste and odor problems, eventual
 oxygen depletion, and overall aesthetic degradation of the surroundings,
 Debris and contaminants  from open  land areas, publicly used chemicals,
 air-deposited substances,  ice control chemicals, and dirt and other
 contaminants  washed  from vehicles  are among the sources of pollution
 in urban runoff water.   The wastes generated in storm runoff usually
 contain solids, oxygen demands, nutrients, coliforms, pesticides and
 heavy  metals.

           Appendix D of  the Comprehensive Study on the Connecticut
 River  Basin contains an  inventory of significant organic pollution
 discharges to the Connecticut River and its tributaries.  The
 appendix gives projected values for the BOD5 load by 1980 and 2020
 based  on 85%  BOD removal through treatment plants.  However, with
 enforcement of the 1972 Amendments to the Federal Water Pollution
 Control Act,  which has as  a goal, "the elimination of all discharge
 of pollutants into navigable waters by 1985", it is hoped that
 these  BOD 5 projections will be obsolete.

           Agricultural practices in the Basin are thought to be in
 a transitional stage.  The Connecticut River is undergoing a steady
 decrease in total employment in farming activities.  This decrease
 is in  part attributed to increasing urbanization.  With the en-
 croachment from metropolitan areas, especially prominent in lower
 parts  of the  Basin,  agriculture will become oriented toward
 production of commodities  that do not necessitate heavy land
 requirements.  Declines in the potato and tobacco industry are
 projected  to  continue while an overall increase in the dairy
 industry and vegetable output for fresh market is expected.

          Output of vegetables for fresh market is projected to
 increase substantially in  the Basin but not in some of the areas
 that are currently in production.  Pressure from metropolitan centers
 has been reducing the acreage used to produce vegetables in the lower
 part of the Basin, particularly in CRB VI.

          Vegetables for processing are not important in the
 Connecticut River Basin.  However,  much of  the farm production that
 still remains can be categorically called "mono-culture" farming.
 This implies that production is limited to  one major crop (i.e.
 corn for grain).  Mono-culture farming tends to deplete the soils
 natural nutrients, thereby causing the farmer to rely on commercial
 fertilizers.  Consequently, during times of heavy runoff or  flooding,
 these farmlands  serve as major non-point sources of nutrient en-
richment to the  adjacent basin waters.


                                12

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          The most important livestock enterprise on farms within
the Connecticut River Basin is dairying.   The relative importance
of the dairy enterprise increases towards the upper portions of the
Connecticut River Basin.

          During the winter months the livestock enterprise can have
deleterious effects on water quality.   The animal excrement during
these months is deposited and often spread upon frozen ground.  When
the spring runoff occurs  the nutrients from these deposits are washed
into the nearby waterways rather than percolating into the ground as
they usually do in the unfrozen periods.   This can amount to signi-
ficant nutrient concentrations since research has shown that the
wastes from one dairy cow are approximately equal to that of 17 people.

          In spite of these agricultural  malpractices, it was noted
that man's transition from an agricultural economy to an urbanized
one has resulted in the most serious threat to our water supplies.
Overcrowding of septic systems in an area, combined sewer overflows,
and disregard for the geological constraints are only a few
practices which have resulted in domestic sewage short-circuiting
to our water bodies.  Besides these practices, urbanization has
necessitated other new land and water uses that have led to serious
problems in water quality.  Construction sites without proper
erosion control for urban subdivisions, and their linking highways
are responsible for tons  of sediments per year to be deposited in
the basin waterways.  Prime examples are the Gale River, a tributary
to the Ammonoosuc River, and the Farmington River.  Sediment influx
causes a smothering and scouring impact upon fish and other benthic
organisms and it can interfere with spawning and feeding habits.
Other adverse effects from siltation and  sedimentation are increased
water treatment costs, decreased recreational activities, impairment
to navigation, loss of effective reservoir or flood storage and
increased costs to industries and hydroelectric plants for accelerated
equipment wear and damage.

          Enactment of regional legislation requiring the control of
erosion from cultivated farmlands, timbering lands and construction
sites will do much to decrease the silt influx into the basin's waters.

          Besides being responsible for increased sedimentation,
timbering practices have been responsible for increased nitrate
concentrations in receiving waters.  When the land is timbered
increased sunlight causes increased activity of nitrate forming
bacteria.  When precipitation occurs the increased amounts of
nitrate produced by the bacteria are carried to the streams by the
runoff, making the waters rich in the nutrient nitrogen in the form
of nitrate.
                               13

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          Thermal pollution is another problem faced in the
Connecticut River basin.  Increased use of water for hydroelectric
power, cooling towers, and other cooling systems has been responsible
for water quality changes in local areas.  Increasing the temperature
of water leads to reduced oxygen concentrations by lowering the
saturation limit.  In addition to permitting reduced oxygen concen-
trations, thermal pollution causes death to benthic organisms through
direct heat effects, by causing internal functional aberrations
(changes in respiration, growth, etc.), by disrupting the food
supply, decreasing resistance to toxic substances and, as mentioned,
by causing an oxygen deficiency.  Thermal pollution interfers with
spawning or other critical activities in the life cycle and allows
competitive replacement by more tolerant species.  An increase in
temperature could also decrease stratification periods and could
cause frequent or prolonged algal blooms or upset the biodynamic
cycles for those organisms who depend on temperature changes for
reproductive habits such as insect hatching and fish spawning.
Thermal pollution is a major concern for atomic power plants which
discharge millions of gallons per day of used cooling water.

          Another problem faced in the Connecticut River Basin is
one of minimum flow releases from impoundments.  The Connecticut
River Basin is one of the most regulated streams in the United
States today.  Included in the regulatory structures are the numerous
hydroelectric dams.  The Connecticut River Basin has made great use of
its available hydroelectric resources in supplying the power demands
of its regionl.  There are 75 plants in the Basin which have an aggre-
gate generating capacity of 641,814 kilowatts.

          Hydroelectric power dams are the major intermittent stream-
flow users in New England.  According to the operating principles
of pump storage hydroelectric dams, streamflow alteration and storage
is often necessary to meet power demands.  The net result is often
a minimum flow release.  These power dams are used as "peaking power"
supplies during the hours of intensive electrical demands, being low
at night and on weekends, and high during daylight hours of Monday
through Fridays.  The flow just below a power dam may drop within a
few minutes from several thousand to a few hundred cfs when storage
to meet power demands is occuring.  Streams have suffered erosion
problems, dried-up river beds, and physical, chemical, and biological
stresses due to the resultant minimum flow releases and the reduction
in the streams' carrying capacity.  This is an important problem,
which should be addressed in any program designed for achieving desired
water quality.

          Hence, due to the immense expansion of pollution problems,
the subsequent loss of valuable water resources and the eminent hazard
to human health, the need for government control on discharges and
water use became a necessity.
                                14

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1.4   Standards and Existing Water Quality

          Due to the activities in the Connecticut River Basin,  the
water quality varies from that suitable for drinking with only
minimal treatment to a quality which precludes the use of the water
for many present day demands.  In some areas, the water quality
creates nuisance conditions.  In accordance with the Water Quality
Act of 1965, New Hampshire, Vermont, Massachusetts, and Connecticut
established water quality standards for their interstate streams
and coastal waters within the Basin.  In the Federal Water Pollution
Control Act Amendments of 1972, the requirement for established
standards was extended to include intrastate waters.  The State's
standards have been approved by the Federal government, and as such
they are subject to both State and Federal enforcement.  The water
quality standards include use designations for each water body;
criteria for measuring the quality of the water; and an implementa-
tion schedule for the construction of treatment facilities to
achieve said uses.  In general, standards require that wastes
receive secondary treatment with disinfection, or the industrial
waste equivalent before being discharged to a receiving water.  The
current implementation schedule calls for completion of necessary
treatment facilities by about the mid 1970's.

          These standards, in effect, are an initial water use plan
for the basin arrived at through the political process.  They provide
for public health, public enjoyment, water supply needs, propagation
of fish and wildlife and economic and social development.

          Present day technology and practicability of waste treatment
require that the adjacent waters accept some portion of the treated
waste generated.  However, a major goal in the development of the
Basin's water resources is to provide aesthetic attractiveness.  This
objective is not only limited to the Connecticut River Basin, but is
exemplified as a national goal in the 1972 Amendments.  As stated,
"it is the national goal that the discharge of pollutants into the
navigable waters be eliminated by 1985; it is the national goal that
wherever attainable an interim goal of water quality which provides
for the protection and propagation of fish, shellfish, and wildlife
and provides for recreation  in and on the water be achieved by
July 1, 1983; and it is the  national policy that the discharge of
toxic pollutants in toxic amounts be prohibited."  The residual
waste load and the ability of the streams to accept the wastes are
important considerations in  attaining this goal and setting the
interim waste treatment requirements.

          During the interim before 1985, there are several other
deadlines which deal individually with  industrial  and municipal
wastes.  Industries discharging pollutants into the Nation's waters
must use the "best practicable" water pollution control  technology
by July 1,  1977 and the "best available"  technology by July 1,  1983.
Concerning municipal discharges,  all  sewage  treatment plants  in
                               15

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 operation on  July  1, 1977 must provide a minimum of secondary  treat-
 ment with one exception.  A plant being built with the help of a
 Federal grant that was approved before June 30, 1974, must comply
 with the secondary treatment requirement within four years, but no
 later  than June 30, 1978.  All publicly owned waste treatment plants
 will have to  use "best practicable" treatment by July 1, 1983.  Besides
 meeting these future treatment requirements, industries and municipal-
 ities must meet present and immediate future water quality standards
 set by the states  and endorsed by the Federal government.  In many
 cases, the restrictions on water quality will necessitate more advanced
 treatment than that proposed by 1977.

          Appendix D of the Comprehensive Study lists the individual
 water quality standards enforced by the States of New Hampshire,
 Vermont,Massachusetts and Connecticut and subsequently enforced by
 the Federal government.  The criteria selected for governing water
 quality were chosen by scientists, engineers and other water experts,
who determined what substances and how much of each the waterway could
 assimilate and still be fit for desired uses.   The states are now in
 the process of upgrading their standards and their stream classifica-
 tions in order to insure the preservation and  enhancement of
desirable water quality.

          Table 1.1 indicates the areas in the presently published
standards which have been upgraded by recently adopted or proposed
revisions.
                                16

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                             Table 1.1
                Water Quality Standards Revisions
             Adopted by the Connecticut River Basin
              States in the Period Nov.-Dec., 1973
TITLE
Improved Non-degradation
policy
Silt & Sediment Deposits
Mixing Zones & Zones of
Passage
Coliforms for Class C
and SC waters
Marine Water Temperature
Turbidity
Phosphorous policy for
Lakes

Dissolved Oxygen

CONN.
yes (2)
yes
yes
had
previously (4)
yes
yes
yes

had
previously

n -V
MASS.V-'
yes
no
yes
N.H.
no<3)
no
yes
yes but applicable
only during dry
weather
no
no
yes removec
numerical
standard
yes cold
water
streams

had pre-
viously
yes
yes

yes cold
& warn
water
streams
VT-.
yes
no
yes
had
previously
— —
yes
yes

yes warm
water
lakes

(1)   Mass,  revisions are still proposed.
(2)   Yes -  means improved upon.
(3)   No  -  means no action taken on this  parameter.
(4)   Had previously - adequate limits before revisions.

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          Connecticut, Massachusetts, and Vermont all improved their
non-degradation policy.  Connecticut improved its non-degradation
policy by prohibiting all discharges to class SA - marine waters.
Any freshwater previously classified A was now classified AA and
waters of high recreational value previously classified B were
reclassified A.  This clause now prevented discharges to waters of
high recreational value, something that was not prohibited under a
B classification.  Massachusetts added a clause to  its non-
degradation policy which prohibited any new discharge to class A,
B, or Bl waters upstream from the most upstream existing discharge.
Also, no new discharge of wastewater would be permitted in class SA
or SB waters.  Vermont prohibited the discharges of wastes of
domestic origin or of wastes containing pathogenic organisms, prior
to treatment, in class A waters.

          Connecticut was the only basin state to add a new "silt and
sand deposits" clause to their standards.  The clause required
measures be taken to control and minimize erosion from agricultural
lands, road maintenance and construction activity.

          All of the basin states adopted a mixing zone and zone of
passage policy for their standards.  The states' revisions prohibit
the creation of lethal conditions in the mixing zones and require
that a zone of passage be maintained for fish.  In other words, the
mixing zone cannot utilize the entire cross section of the stream.

          Massachusetts and New Hampshire restricted compliance to
coliform limits in class C and SC water only during dry weather.
Because of the combined sewer overflows and the lack of immediate
funds to correct the problem, the states felt the need for this
restriction.

          Only Connecticut improved upon their marine water
temperature requirements.  The State refined their allowable
temperature increase and limited the temperature elevation of the
receiving waters to be no more than 1.5° F during the period
including July, August, and September, unless it could be shown
that spawning and growth of indigenous organisms would not be
significantly affected.

          Connecticut, New Hampshire, and Vermont improved their
turbidity restrictions.  Briefly, the turbidity restrictions were,
generally, set to be  10 JTU on cold water bodies and 25 JTU for
warm water bodies for most classifications.  New Hampshire followed
these guidelines before but they were not formally adopted.

          All of the basin states refined their standards in terms
of phosphorus discharges to lakes.  Massachusetts' revisions removed
the numerical limit and stated that all waste sources entering
lakes and the feeding tributary streams must have the phosphorous
removed to the most feasible extent. Massachusetts,  along with

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New Hampshire and Vermont prohibited all new discharges containing
phosphorus to above said waters.  Connecticut revised their standard
to prohibit any phosphorus discharge which raised the ambient concen-
tration in the lake to greater than .03 mg/1.

          Massachusetts, New Hampshire and Vermont extended their
dissolved oxygen requirements.  Massachusetts set a limit of 6 mg/1
on cold water streams.  New Hampshire set a limit of 6 mg/1 on cold
water fisheries and 5 mg/1 on warm water fisheries, and Vermont
established a 5 mg/1 limit on Type V waters or warm water lakes,
reservoirs, ponds, etc.

          Map 1.2 illustrates the water quality classifications
established for the Connecticut River.  At the present time, many
of the limits set for the parameters used to establish these
classifications are violated.  However, according to the 1972 Amend-
ments, standards should be met by 1977.  Once standards are met, the
water quality of the basin will be  indicated by the limits of the
classifications.  With the goal of no discharge by 1985, the future
water quality of the Connecticut River Basin should steadily improve.
At present, there are localized regions where other parameters such
as toxic metals, etc., may be critical but these are usually due to
local contamination which generally has short exposure time before
they are reduced below toxic levels by the receiving waters.  Imple-
mentation of effluent guidelines for industries has significantly
reduced this problem.  Future adherence to the requirements of best
practicable treatment currently available by 1977 and the best
available treatment economically achievable by 1983 will bring these
problem areas up to desired standards.

          With these efforts and with the future goals established by
the 1972 Amendments, which will require more stringent waste treatment
practices, it is felt that the waters of the Connecticut River Basin
will provide for the protection and propagation of fish, shellfish and
wildlife and provide for recreation in and on the water at all points
in the basin.

          Table 1.2 lists the general uses for the different water
classifications found within the basin.
                                 21

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                                  Table 1.2

                  General Use Descriptions for Various Water
                    Quality Classifications Found in the
                           Connecticut River Basin
CLASSIFICATION
           USE
Inland Waters
        Class A
        Class B
        Class C
        Class D
Coastal and Marine Waters
        Class SA
        Class SB
        Class SC
        Class SD
Suitable for water supply and all other
uses; character uniformly excellent.

Suitable for bathing, other recreational
purposes, agricultural uses, certain in-
dustrial processes and cooling; excellent
fish and wildlife habitat; good aesthetic
value; acceptable for public water supply
with appropriate treatment.

Suitable for fish and wildlife habitat,
recreational boating and certain industrial
processes and cooling; under some conditions
acceptable for public water supply with
appropriate treatment; good aesthetic
value.

Suitable for navigation, power, certain
industrial processes and cooling, and
migration of fish; good aesthetic value.
Suitable for all sea water uses including
shellfish harvesting for direct human
consumption (approved shellfish areas),
bathing, and other water contact sports.

Suitable for bathing, other recreational
purposes, industrial cooling and shellfish
harvesting for human consumption after
depuration; excellent fish and wildlife
habitat; good aesthetic value.

Suitable fish, shellfish and wildlife
habitat; suitable for recreational boating
and industrial cooling, good aesthetic
value.

Suitable for navigation, power, and certain
industrial cooling water; migration of fish;
good aesthetic value.
                                     22

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2.0   STREAM FLOW AND ITS EFFECT ON WATER QUALITY

          Before evaluating the effects of extrinsic factors such as
effluent discharges and use demands on a stream, the changes in water
quality caused by naturally occurring variances in a stream should be
determined.  Flow variances often induce changes in the physical-
chemical composition of a stream.  Determining the amount of variance
induced by changing flow levels facilitates the differentiation of
natural changes from man-induced changes in water quality.  Based on
this premise, attempts were made to determine the amount of water
quality variance occurring in the Connecticut River which can be
attributed to flow.

          In order to determine the changes in water quality occurring
as a result of streamflow variations, the available water quality data
found in the Environmental Protection Agency's Storet* file was analyzed.
The data was obtained at the three National Network Monitoring Stations
on the Connecticut River mainstem.  The three stations are located at
Wilder, Vermont; Northfield, Massachusetts; and Enfield, Connecticut.
The period of analysis extended for 5 consecutive years:  1964 through
1968.  The period was selected because it represented the most recent
period of 5 years which had enough data to provide a more secure analysis.
In 1969, the sampling pattern was changed and samples were taken on a
much more infrequent basis.

          Procedure  A statistical analysis was performed on selected
parameters for the periods of March through May, the high flow period
and July through September, the low flow period, in order to determine
   Storet is the acronym used to identify the computer-oriented U.S.
   Environmental Protection Agency management information system for
   STOrage and RETrieval of water quality, municipal and industrial
   waste facility inventory, water quality standards compliance, fish
   kill, oil spill, construction cost, and other related data.  The
   system maximizes availability of data collected by diverse agencies
   and locations.  Rapid, inexpensive storage, retrieval, and analysis
   of large volumes of data are possible.  Storet has evolved from a
   storage-retrieval system for raw water quality data to a storage-
   retrieval-analysis system for water quality, waste facility, and
   other data.  Storage, retrieval, and analysis of water quality data
   approximately equals other uses.  Sampling locations may be defined
   by hydrologic index and/or geographical coordinates to allow re-
   trieval on a stream flow or geographical basis.  Options in storage,
   retrieval and analysis of water quality and other data are so
   numerous that their selection and use constitutes "programming".
                                  23

-------
whether there is any significant relationship between flow and the
selected water quality parameters of temperature, DO, BOD, COD, pH,
alkalinity, solids, NH.,-^, phosphates, hardness, sulfates and
chlorides.  A linear regression provided a means of summarizing the
various relationships between each flow group and each parameter for
which there was sufficient data available.  Flow was considered the
independent variable and the water quality indicators were considered
dependent variables.

          Attempts to subdivide the two main flow groups into a series
of smaller consecutive groups tended to mask any correlation that
appeared when the data was handled in terms of the two major groups.
This was the first indication that the significance of flow on water
quality changes would be small.

          In addition to showing any linear trends in the data, the
regression would indicate whether the type of relationship shown in
one flow group was the same as the one indicated in the other flow
group.  If a significant relationship was indicated, the type of
relationship, i.e. direct or inverse, and the strength of the relation-
ship would be indicated by the slope or correlation coefficient of the
fitted line.

          The analyses were performed in both pounds per day and
milligrams per liter except for temperature and pH.  The milligrams
per liter or concentrations were used in the analysis of the data
since the transformation from concentrations (mg/1) to loading (Ibs/day)
induces an artificial relation with flow by assigning a factor of flow
to the dependent variable.  The data presented in terms of loading
is included in the Appendix B in order to facilitate any future need.

          Appendices A and B contain the regressions for concentra-
tions and loads generated from the data observed, and plot not only
the observed values, but also the values predicted by the regressions.
The X and Y means, the Y intercept of the regression line, the
correlation coefficient, and the F value are recorded for each
parameter.  In some cases the values determined held too many digits
and the computer printed a series of asterisks indicating this.

          The correlation coefficient or nearly equivalently the
regression coefficient indicates the significance of the linear
relationship.  To determine the significance of the relationship, the
hypothesis H0 :,B=0 was tested using the statistical "F" test.  ^=0
means the population regression coefficient = 0, which generally
indicates that the population correlation coefficient = 0, thus
indicating no linear relationship exists between the two parameters.
Using the F - Test, if this hypothesis could be rejected with the
probability<< remaining low, «< being the probability that the
hypothesis is actually true and is falsely rejected, then there exists
a significant relationship between flow and the parameter tested.
 c< in the statistical analyses was always less than or equal to .1.

                                 24

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          Table 2.1 indicates the type of relation observed for the
flow group examined, the level of significance, and the correlation
coefficient for the concentrations.  It indicates that Wilder Station,
in many instances, had insufficient data to be used in comparison
with the Enfield and Northfield Stations.  Of the 12 parameters ex-
amined, only pH, alkalinity and hardness exhibited similar trends
at most stations.  The pH strongly showed that there was little or
no correlation between its value and flow, while alkalinity and
hardness showed that an inverse relation existed between their
concentrations and flow.

          pH and alkalinity in natural waters can be correlated
through the carbonate equilibrium.  Since the pH varied from 6.2 to
7.8 at the observed stations, the carbonate equilibrium indicates
that most of the alkalinity will be in the form of bicarbonate ions.
The fact that both the alkalinity and hardness concentrations de-
crease with increasing flows while the pH remains unaffected
(i.e. no relation indicated) is explained by dilution and the
buffering capacity of water.  The higher flows tend to dilute the
alkalinity and hardness concentrations but the buffering capacity
of the stream kept the pH relatively unaffected.

          The tendency for the pH to be in the neutral range and
the observed low hardness concentrations indicate that there is very
little basic carbonate material in the Connecticut River Valley in
the form of limestone deposits or thick topsoil layers.  In general,
hard waters tend to originate in areas where the topsoil is thick
and limestone formations are present; and soft waters tend to originate
in areas where the topsoil is thin and limestone formations are
sparse or absent.

          Although the analysis failed, in most instances, to show
any consecutive relationships, the reasoning and methodology used
was considered more valid than the results indicated.   There are
many factors which could be responsible for such sporadic results.
Many inherent factors such as point and non-point discharge sources,
runoff, volume and periodicity of wastes discharged,  ice jams, and
precipitation, to name just a few, are responsible for some sporadic
observations.  However, based upon the numerous data  sources supplying
the information to Storet, experimental error, the lack of sufficient
data, and the amount of incorrect data that could be  traced and dis-
approved; it is felt that the lack of congruent relationships between
the stations is primarily man-induced.

          Besides being statistically significant, it  is important to
determine the implication of any significance.  If the correlation
coefficient  r  is squared, the resulting number is a  measure of the
                                 25

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                                                   Table  2.1

                     Relationships Determined by Linear Regression Analysis  for  Concentrations
PARAMETERS
Temperature
Dissolved Oxygen
BOD
COD
PH
Alkalinity
Solids
HH3-N2
Phosphates
Hardness
Sulfates
Chlorides
ENFIELD
High Flow Low Flow
oC = .10
2 r = -.22
€*= .01
1 r = .51
<* =. • 025
2 r = -.32
0
0
e<= .01
2 r = -.Jk
0
0

-------
amount of variation in a parameter that may be explained by the
parameter's relation to flow.   For example, by squaring the correla-
tion coefficient for dissolved oxygen determined at Enfield during
the high flow period, one finds that 25% of the variation in dissolved
oxygen is indicated as being related to flow and 75% as being related
to other factors.  The significant correlations are generally between
.3 and .5 which indicate that 10% to 25% of the parameter variation
can be attributed to variation in flow.  Thus, the significant
relations are weak and the correlations are mild.

          The above evidence supports initial indications that the
effects on water quality caused by flow variation are small and that
most of the variation in the parameters measured must be due to
other factors such as effluent discharges, runoff, surrounding
environments, use, and experimental error.
                                  27

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3.0   NUTRIENT LOSSES TO THE BASIN

          A nutrient is anything that is necessary for the promotion
of growth, repair of tissue, or energy source of an organism.
Nutrients consist of organic and inorganic matter which fertilize the
waters.  Organic matter in soluble form is food :for bacteria which,
if sufficiently fed, may dominate the biological,system leading to
algal blooms and eutrophic conditions.  Thus, any water body is an
ecosystem in which the intensity of biological and chemical changes
is determined by the nutrient input.  The ten essential elements of
growth are carbon, hydrogen, oxygen, nitrogen, phosphorus, sulfur,
potassium, calcium, magnesium, and iron.  Silica, trace metals, and
vitamins are also nutrients that should be considered.  Previous
investigations on various eutrophic lakes have attempted to determine
which nutrient limits the growth of an algal population when all
other nutrients are in excess.  Accordingly attempts have been made
to control primary productivity by controlling what is thought to be
the limiting nutrient.

          All nutrients are cyclic in nature.  However, due to the
abundance of some or a lack of understanding of the cyclic
intricacies of others, the major nutrients thought to be a controlling
factor in eutrophication are carbon, nitrogen, and phosphorus.  The
relative roles of importance of each of these elements in causing
eutrophication is subject to much debate.  However, due to their
cyclic nature and some extenuating circumstances, one that may be
limiting at one point may not be limiting at another.

          Due to several reasons, phosphorus is felt by most to be
the key point of attack on limiting nutrient enrichment.  Nitrogen is
hard to control because it occurs in most wastewaters largely in the
form of ammonium and organic compounds.  In some effluents it occurs
as nitrates and nitrites.  There is significant removal of combined
nitrogen from the soils by surface runoff and infiltration.  This
nitrogen usually enters the surface water or groundwater in the form
of nitrates.  Finally, some forms of blue-green algae are capable of
fixing nitrogen from the atmosphere, in the absence of adequate
sources of inorganic and organic nitrogen, providing other nutrients
are present in sufficient quantity.

          Carbon in the form of C02 is necessary for photosynthesis.
Due to the abundance of carbon dioxide in the atmosphere and in the
carbonate alkalinity system of water, carbon is another element that
would be difficult to control.  In addition, organic carbon serves
as food source for heterotrophic organisms which in turn produce
more C02 which in turn can be used by algae.  The new supply of C02
allows algae to reproduce at an increased rate providing more food
for the heterotrophs, leading to an unruly cycle which eventually
leads to mass algal blooms and eutrophication.
                                28

-------
          Phosphorus, one of the most important elements in
biological systems, appears to be the most logical nutrient to attack.
While carbon and nitrogen both have atmospheric reservoirs available
to aquatic environments, phosphorus has only a sedimentary cycle.
Effective use of dissolved oxygen diffusers and mechanical mixing
have, in some cases, formed an oxidized sediment layer which has
isolated the soluble forms of phosphorus from the water and sealed
them in the sediments.

          Phosphorus is the most limiting of the nutrients, as is
indicated by the nitrogen : phosphorus ratio.   The ratio varies with
the water, season, temperature, and geological formation, and may range
from 1:1 or 2:1 to 100:1.  In natural waters, the ratio is often
very near 10:1.

          Although phosphorus is really the most limiting of the three
nutrients, many feel that because of the algae's ability to store
phosphorus and release it upon decomposition, eutrophication control
from this angle is hard pressed.  However, as shown in Table 3.1,
only phosphorus is known to be growth controlling and controllable
by man.
                             Table 3.1

   Comparison of Various Plant Nutrients in Respect to:
    (A)  Whether They are Ever Growth-Controlling in Lakes, and
    (B)  Whether They are Controllable by Man.
   Note that Phosphorus is  the Only Element Meeting Both Requirements,
NUTRIENT
NUTRIENT
B
Hydrogen
Boron
Carbon
Nitrogen
Oxygen
Sodium
Magnesium
Aluminum
Silicon
Phosphorus
Sulphur
no
no
rarely
yes
no
no
no
no
yes**
yes
rarely
no
no
no
partly
no
no
no
no
no
yes
no
Chlorine
Potassium
Calcium
Manganese
Iron
Cobalt
Copper
Zinc
Molybdenum
Iodine

no
no
no
sometimes
sometimes
rarely
no
no
sometimes
no

no
no
no
no
no
no
no
no
no
no

 *  Vallentyne,  J.R.  1970,  "Phosphorus and  the Control of
    Eutrophication",  Canadian Reasearch and Development
    3:   36-43,  49.
 ** Diatoms only.
                                 29

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          Limited laboratory studies made to date indicate that
different species of algae have somewhat different phosphorus re-
quirements with the range of available phosphorus usually falling
between .01 and .05 mg/1 as phosphorus.  It is believed that
allowable total phosphorus depends upon a variety of factors; e.g.
type of water, character of bottom soil, turbidity, temperature,
and especially desired water use.  Allowable amounts of total
phosphorus will vary, but in general it is believed that a desirable
guideline is .1 mg/1 for rivers and .025 to .05 mg/1 where streams
enter lakes or reservoirs.

          Phosphorus comes from a variety of sources.  Natural
sources constitute a small part of the phosphorus influx.  Since
natural influxes have a low solubility, man's activities have
contributed almost all of the phosphorus that has been related to
eutrophication.  The major sources of phosphorus entering fresh
waters are domestic sewage effluents including detergents, animal
and plant processing wastes, fertilizer and chemical manufacturing
spillage, various industrial effluents, and to a limited extent,
erosion materials in agricultural runoff.

          Normal domestic waste waters contain 15 to 60 parts per
million nitrogen and 5 to 20 parts per million phosphorus.  Phosphorus
that does not go into solution during decomposition may accumulate  in
bottom deposits and be redistributed in overturns unless effectively
sealed off by an oxidized layer of sediments.

          Phosphorus entering an ecosystem may produce a high oxygen
demand.  One milligram of phosphorus from an organic source demands
about 160 milligrams of oxygen in a single pass through the phosphorus
cycle to complete oxidation.  Since it is estimated that one pound  of
phosphorus yields 30 pounds of dry weight algae, the oxidation of
organic matter, the growth of which has been induced by adding
phosphorus, may also bring about a great reduction of oxygen in a
lake or stream.  Thus, if phosphorus is to be controlled, the sources
need not only be eliminated, but the receiving waters should be
treated as well, especially if these waters are impoundments or
discharge to impoundments.

          Using the same Storet file indicated in the above section,
attempts were made to determine the nutrient losses to the basin.
Nutrient loads carried by the basin's waterways are necessary for
algal production in the basin.  Excessive nutrient loads cause blooms
and eutrophic conditions to occur in the impoundments of the basin.
Excessive nutrient loads can indicate a high degree of runoff from
agricultural lands or pastures.  It can also indicate the discharging
of large volumes of inadequately treated wastewater, especially if
sharp increases in nutrient loads occur around urban centers or downr-
stream from outfalls.
                                 30

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          Nutrients are primarily measured in terms of phosphates
and nitrates or ammonia nitrogen.  Unfortunately the Wilder Station
is deficient in nutrient data.

          Table 3.2 estimates the amount of nutrients carried by the
Connecticut River, in the form of phosphates and ammonia-nitrogen,
at the Northfield and Enfield sampling stations for an average high
flow and low flow.  From this table, it can be assumed that the
daily nutrient loads lost to the stream at Northfield range between
1,300-8,000 Ibs/day for NH3-N2 and 9,000-13,000 Ibs/day for phosphates
at average flows ranging from 3,000 to 17,000 cfs.  The daily
nutrient loads passing the Enfield Station range between 13,000-33,000
Ibs/day for NH3~N2 and 11,000-30,000 Ibs/day for phosphates for an
average flow ranging from 6,000 to 26,000 cfs.  The loads measured
at each station show the net cumulative load acquired from the
drainage area above the sampling station.  Thus the load measured
at Enfield reflects partially the load carried at Northfield.

          The apparent anomaly indicated between the phosphate and
ammonia-nitrogen load ratio exhibited at the two stations is probably
a result of the individual sampling locations.  The high levels of
ammonia-nitrogen registered at  Enfield are caused by the tremendous
load of ammonia-nitrogen discharged into the river in the Springfield
Metropolitan area just above Enfield.  There is only a small discharge
of ammonia-nitrogen to the river above Northfield.
                            Table 3.2

             Nutrient Losses *Estimated from Storet Data
               Taken During High and Low Flow Periods
STATION                         NH3-N2             PHOSPHATES
Enfield:         High        32,930 Ibs/day      29,156 Ibs/day
                 Low         13,526 Ibs/day      11,519 Ibs/day

Northfield:      High         7,916 Ibs/day      12,697 Ibs/day
                 Low          1,322 Ibs/day       9,247 Ibs/day

*  Mean
                                 31

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           Based upon the limited accuracy of the data and the numerous
 sampling sources used during this flow period, the results should
 only be used to indicate a possible order of magnitude.  Even to this
 degree, the enormous volume  of nutrients lost daily to the basin's
 waterways should encourage strong erosion controls on agricultural
 lands,  controls on urban runoff and combined sewer overflows, more
 advanced wastewater treatment and probably better practices in
 sludge  disposal.

           The estimated nutrient loads carried by the Connecticut
 River do no_f account for those nutrients  removed from the stream by
 oxidation and utilization,  or those that  are resuspended  and  hence,
 as  such,  are probably conservative.   The  nutrients measured are
 taken from samples which actually contain the net concentrations carried
 at  the  Northfield  and Enfield Stations.

           By measuring the  amount of effluent being discharged from
 the municipal facilities and  using a conversion factor  for  nitrogen
 and phosphorus,  an estimate indicating the amount of nutrients which
 could be  removed by expanding existing facilities to tertiary treat-
 ment is calculated.   The calculations are based on average  values
 for the nutrients  being discharged  in domestic  wastes from  municipal
 facilites in the basin.

           Using  a  factor of 7-10  mg/1 of  phosphorus  and 15-35 mg/1
 of  nitrogen  as the concentrations of  these nutrients  in domestic
 waste waters,  the  amount of the nutrients  capable of  being  removed
 is  determined  in Table  3.3  for the basin  above  Northfield and
 between Northfield and  Enfield.
                            Table 3.3

          Amount of Nutrients Capable of Being Removed by
  Upgrading Existing Municipal Facilities to Tertiary Treatment


Nutrient factor X Sum of flows from existing treatment plants X
8.34 = Pounds/day of nutrients capable of being removed.

                        	NITROGEN            PHOSPHORUS
Above Northfield           1,631-3,805 Ibs/day     761-1,087 Ibs/day

Between Northfield         8,236-19,218 Ibs/day  3,844-5,491 Ibs/day
  and Enfield
                                 32

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          The figures listed in Table 3.3 illustrate the need for
advanced waste treatment especially in the urbanized areas in the
lower portions of the basin.  The figures presented do not include
those areas where plants are being constructed or planned.  Nor does
it account for the nutrients released through agricultural or other
runoff.  It is apparent, however, that the amount of nutrients con-
tributed by municipal facilities is significant and the removal of
this portion of the nutrient contributions to the basin represents a
major advance in the battle against nutrient enrichment.

          The development of large scale "mono-culture" farming has
resulted in nutrient problems.  Rather than being a point source of
contaminants, nutrient influx from runoff represents a non-point
source of nutrient entry and as such is difficult to control.  Mono-
culture farming tends to deplete the soils'natural nutrients, thereby
making it necessary to add manufactured fertilizers.  Through poor
methods of application and uncontrolled erosion, this fertilizer
eventually finds its way to water bodies where it aids in eutrophi-
cation.  Much is being done to reduce the need for excessive
applications of fertilizers and to reduce the rate of leachates from
crops through contour plowing and crop rotation.

          Another agricultural malpractice has been through the
disposal of domestic animal wastes.  As mentioned previously, the
wastes from these animals is often spread on frozen ground.
Since the ground is frozen, when the snows begin to melt and the
Spring rains begin, the nutrients from this manure are carried to
the water bodies in the runoff that results.  *Figures 3.1, 3.2 and
3.3 show how the different cultural developments have resulted in
nutrient enrichment of our waters.
          In addition to nutrients derived from sewage treatment
plants, urbanized areas offer another major source of nutrient influx
in the form of stormwater runoff.  As previously noted, shock loading
effects from storm runoff have occurred around major cities.  Combined
sewer overflows in many cities compound the problem by allowing
sewerage to enter the water bodies along with the stormwater during
periods of excessive rainfall without adequately treating the waste.
   Sawyer, Clair No., "The Need for Nutrient Control", Journal
   Water Pollution Control Federation, March 1968, Part 1,
   pp. 363-370.
                                  33

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NOTE;  It is felt that the procedures used in the above two sections
       were valid but that inadequate data and poor sampling and
       recording techniques hampered more accurate results.  Present
       environmental demands have resulted in new monitoring systems,
       better analyses, more thorough sampling practices and more
       accurate data collecting by the States and Federal agencies.
       The information obtained is presently being recorded in the
       Storet System and should offer much greater reliability for
       future work as the present data bank increases.

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    •PHOSPHATE ROCK

   FIGURE  3-1 Phosphorus and nitrogen distribution in an agrarian economy.
                   AIR
     COMMERCIAL
     ream IZERS
            	1	,  py*-	
             „ _[.	j ^ ^     SCIL
               I        '4   tNCPGANIC


             t"
      ii

PHOSPHATE /fOC.f
           C&GAHtC   f • N
   FIGURE  3 2 .Phosphorus and nhrok;c:i -iisinbution in a simple urban economy.
            i^-_ ~f. _> f   .-.vcw^/j: ;
                T   I    SPCtNiC     "
FIGURE 3.3  -Phosphorus -ir.d nitro^Lii distribution in a complex urban economy.


                                        35

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 4.0    ESTIMATED  SILT  LOSSES  TO  THE  CONNECTICUT RIVER  BASIN

           Erosion  and sediment  buildup often  exert a  considerable
 impact on  the  ecological,  economical  and  social activities  in a
 river  basin.   Erosion and  siltation can occur naturally within a
 stream as  a result of stream bank erosion and natural rechanneliza-
 tion of a  stream bed  or it can  be induced by external forces acting
 on the drainage  basin such as forest  fires, precipitation, winds,
 agriculture, silviculture, land development practices, and stream
 flow regulations.

           Unmistakably man's activities have been the primary cause
 of most severe siltation problems.'  Poor  agricultural and construc-
 tion practices have led to the  degradation of many of our waterways
 and valuable soil  resources.  Consequences of excessive erosion and
 sedimentation have been the reason  for the enactment  of much needed.
 local  legislation  controlling erosion around newly excavated or
 exposed construction  sites.

           The transportation of eroded material and its subsequent
 deposition can adversely affect the water quality by  increasing
 turbidity  and suspended solids.  Further, erosion and sedimentation
 can affect the uses made of the water.  High turbidities and suspended
 solids may be harmful  to aquatic life directly by causing gill scour
 and abrasion of fish  and other benthic organisms.  Also, sedimenta-
 tion may interfere with spawning and feeding habits.  Water treatment
 costs, recreational activities and navigation are also affected by
 high concentrations of suspended material and sedimentation.  Loss
 of effective reservoir or flood storage due to sediment buildup, loss
 of aesthetic and recreational areas due to silt suspension and
 buildup, increased costs to industries and hydroelectric plants, who
 can suffer accelerated equipment damage due to high silt concentra-
 tions, and migrating sandbars are some of the problems caused by high
 silt loads.  In times of flood, it is often the displaced sediment
 that exacts a damaging toll.   Once the water recedes  the mud remains
 posing costly removal procedures.

          Table 4.1 indicates the amount of sediment carried by the
 Connecticut River System at various points in the Basin.   The
 suspended  sediment figure is a composite of both organic and in-
organic loads,  however, and at this time,  there is no breakdown as
 to what proportion of the sediment load is actual silt losses.   The
data collected  by the U.S.  Geological Survey covers the period  from
 1965 to 1973.   The data for this period was grouped into the four
 seasons of the  year with Fall being considered September  through
November,  Winter being considered  December through February, Spring
being considered March through May,  and Summer being considered  June
through August.  The maximum, minimum  and  average  stream  flows and
stream loads were determined  and a statistical correlation coefficient
                                 36

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                             Table  4.1

Suspended Sediment  Loads At  Various Points  and  Various  Time  Periods
    in the Connecticut River Basin  Measured During  1965-1973
Hare
East Branch Tiilly
River •i.'ear Ant hoi,
Millers River at
South Royalston,

Westfield River
near Westfield,
Mass.

Westfield River at
Huntington, Mass

Qjaboag River
at West Brinfield,
White River at
West Hartford,
Vt.


Surfer /Fell
Wir.ter
Spring
Yearly
Winter
Sujrj-.er/Fall
Spring
Yearly 	

Winter
Spring
Sinner

Sunnier
Fall
Winter/Spring
Yearly
Surfer/Fall
Winter/Spring
Yearly 	

Fall
Min. Load
Lb/Day
21.36
122.82
21.36
I*,6ii5.8
1*-, 026. 36
1*. 311*. 72
j*,0?6 . 36
2.271*-31*
1*. 1*05. 5
5,927.1*
3.956.91*
2.271* .81*
517.93
277.68
1,772.83
277.68
1<;9.52
1,265.58
11*9.52

822.36
Winter 371-1*0
Spring 27,31*0.80
Sunner 1.602.0
Yearlv
Asxor.oosuc River Fall
at Bethlehem Junction Winter
Nev Hampshire Spring


Passunpsic River
at Passucpsie, Vt.




Beaver Brook
at
Wilcington, Vt.


HilliasE River
at Brockvaya
KiUs, Vt.

Summer
Yeorly
Fall
Winter
Spring
SuiTcier
Yearly
Fall
Winter
Spring
Suncer
Yearly
Fall
Winter
Spring
Sucmer
Yearly
371.1*0
69>*.2
395.16
1.521.9
1,196 .16
395.16
2,1*99-12
1,335.0
9,932.1*
507.1*
587.1*
22.1*2
18.15
158.59
2.02
2.02
. 61*. 08
1,1*1*1.80
1.71*6.18
58.71*
58.71*
Kix . Load
Lb/D:iy
939. &>*
14, 806.0
3.956.91*
ij 606.0
142,720.0
20,105-2
31.719.6
!i2 7^0.0
52,116.:*
115,290.6
71.556.0
38, 51*1*. 12
115 290.6
8,090.1
1,936.1*8
1*7.1*19.2
l*7,l<19.2
8,763.28
81,915.6
61,915-6

2,069,9^
1.69$.l88
11 , Ul; l*. 663
52.332
. 11, 1*1*1* .688.
21,616.32
13.617.0
122,553-0
8,971.20
122,553.0
1*5,763.8
36 ,01*5.0
723.303.0
72,810.9
723,303-0
88,110.0
1*,720.56
13,355.31*
683.52
13,355.31*
10,693.6
19, 221*. 0
117,1*80.0
23,752.32
117. 1*80.0
Average Load
Lb/Day
1,651.1*0
17,395.28

36,759-23

10,010.72

23.02U .75


1,912,036.1

21,320.62




111, 531*. 58




3.1*71.1*5




8,6l6.09


Kin. Flov
CFS
2.2
U
2.2
62
65
110
62
107
520
8lU
231
107
£1
11
65
11
21
187
21

132
355
61*0
100
100
30
60
1*9
65
30
199
170
310
22
. 22
1.2
3.1*
5.1
.6
.6
12
32
109
11
11
Max. Flow
CKS
16
180
172
180
250
180
1*77
1*7-7
1220
1270
1110
802
1270
303
11*8
1110
1110
621
1180
1180

2190
1*560
11* ,100
1,1*00
1U.100
18U
106
1.350
311
1,350
857
750
2620
681*
2620
110
85
71*
32
110
1*56
6CO
1100
556
1100
Ave. Flov #Paira
CFS Considered
66.37 -1*
16
25
12
190.67 6
15
33
7
759.3 5
6
2«
6
276.3 9
13
"R
£O
11
552.3 11
22

12
11
2.937.13 10
16
1*9
8
12
269.38 9

36
8
7
701.5 6
6
27
5
11
38.91 10
9
35
a
11
359.75 10
10
39
Correlation
Coefficient
.93
.22
.69
.28
-.29
• 2s*

• 39
.30
.59
... ,
.65
.60

.03
.58
.33
PL

• 23
.92
.68
AT

.71*
-.16
.73
CO
. bo
.82
.55
.97
-93
.fi7
.93
.80
.80
.95
.89
.95
.67
.89
.91
.90

-------
was determined to indicate the degree of correlation between sediment
load and flow.  The correlation coefficients can be used, as in
section 2.0 to indicate how strong the relationships are.  By using
a standard statistics table, confidence limits can be placed around
the correlation coefficients if desired.

          The data indicate that the dominant sediment loads and
flows occur during the winter and spring.  The high flows tend to
unfreeze normally frozen ground in the winter causing more sediment
to be subjected to erosion.  This coupled with the higher transport
capability of the stream and the lack of vegetative cover, which
normally retards erosion and removes  some precipitation through
evapotranspiration, partially explains the predominance of heavy
sediment loads in the winter and spring months.  Ice jams during the
winter and spring months tend to scour the river bottom resuspending
the sediment already there.

          Because primary production during the winter and early
spring is low, most of this sediment load should be either inorganic
in nature or organic detritus material that washes into the stream.
However, high flows do tend to resuspend and remove accumulated bottom
sediments which would normally exert oxygen demands on the stream
over extended periods.  The spring freshet provides high flows and
cleans the stream bed just prior to usually the most dangerous season,
summer,  when stream flows are low and rates of decomposition, produc-
tivity and oxygen demands are high.

          The flows and sediment loads in the winter and spring show
the least correlation due to the unstable flow conditions that exist
in the basin during these months.  It is during the more stable flow
regimes of the summer and fall that the generally higher degrees of
correlation occur.

          Squaring the correlation coefficient gives an estimate on
the proportion of variation in the sediment load that may be
attributed to flow.  After reviewing the correlation coefficients,
it is apparent that the sediment loads in most cases are dependent
upon flow to a significant degree.  The major discrepancies are
thought to be due to sampling error.

          Based upon the data in Table 4.1 from nine stations
located in the basin, an attempt is made to determine for the entire
Connecticut River Basin a very rough estimate for the amount of
sediment transported during the high sediment load period of winter
and spring, and the low sediment load period of summer and fall.
This final estimate is based on the assumption that the erosion
characteristics of the basin are typified in the tributaries
sampled.  The station at Huntington, Massachusetts on the Westfield
River is excluded because it is felt that the sediment load at this
station is taken into account at the lower station near Westfield,
Massachusetts.  The results are shown in Table 4.2.
                                38

-------
                                                 Table 4.2
u>
    Calculations:
Total
                                    Ibs/day carried by tribs studied
area of tribs studied
Sediment Loads at Various Points in the Basin
Average Flow cfs
River
E. Branch
of Tully
Millers
Westfield
Quaboag
White
Ammonoosuc
Passumpsic
Beaver Brook
Williams
Winter /Spring

77.7
211.41
892.73
496.50
2,634.14
236.95
993.31
23.55
243.00
Summer /Fa 11

6.94
98.83
376.23
188.73
506.31
115.38
402.43
15.35
152.06
Average Load Ibs/day
Winter/Spring

1,396.68
17,202.04
41,719.55
27,702.75
797,686.14
12,850.72
143,643.15
1,752.86
8,842.17
Summer /Fall

333.13
10,923.00
14,557.69
2,949.64
86,718.10
3,138.88
22,085.93
6,438.50
3,437.11
Drainage Area
Sq. Miles

50.4
187.
497.
151.
690.
87.6
436.
6.38
103.
                       5,809.29
1,862.26
1,052,796.06
                       150,581.98
2,208.38
    Drainage area of  entire  Connecticut  River  System:   11,136  square miles
    Winter/Spring
                     11,136  x   1>0"^fl6   =  5,309,754 Ibs/day
    Summer/Fall
                     11,136  x
                                2,208
759,457 Ibs/day

-------
          Thus, there is a range from approximately .75 million to
5 million pounds of sediment carried by the Connecticut River each
day.  This may not be a very large amount when the size of the drain-
age area and the probable amount of resuspended existing sediments
are considered in the estimate.  Nonetheless, the deposition of
eroded sediments has a cumulative effect on the stream bed until
the sediments are moved out by high flows.

          Table 4.3 illustrates the amount of dredging necessary to
maintain the commercial navigation channel in the estuary between
Hartford and Old Saybrook, Connecticut for 1960 to 1972.  Using the
quantities of sediments dredged as an estimate of the silt load
carried and deposited by the river in a given period has its drawbacks.
This is due to a series of factors including such items as (1) not
all of the bars dredged are done in a single year, and (2) payments
for dredging and quantities dredged extend to payment lines, and
therefore, the quantities may not necessarily reflect actual
quantities, recently deposited, because of overdredging on the part
of the contractor.  However, studies by the Corps of Engineers do
indicate that, although a portion of the sediment at the mouth of
the river is deposited during alongshore movement of sediment, much
of the deposition above the mouth comes from excavated soil moving
back into the channel from nearby spoil areas.  And, the sediment
derived from erosion sources within the Basin is a minor source of
the material deposited, in the navigation channel.

          In Vol. II, Appendix C, page 48 of the Connecticut River
Basin Coordinating Committee, 1970 - "Comprehensive Water and Related
Land Resources Investigation, Connecticut River Basin," it was found
that "the effects of sedimentation have been considered in the
determination of storage requirements for reservoir projects.  In
New England, however, the predominance of forest cover throughout
the watersheds, the hard, crystalline bedrock and the compact,
erosion-resistant glacial deposits which occur throughout the region
all tend to minimize erosion and consequent sedimentation.  This
conclusion is supported by sedimentation observation programs
initiated by the Corps of Engineers at 14 of its reservoirs in
New England including 8 reservoirs in the Connecticut Basin.  Measure-
ments have been taken at these reservoirs for periods up to 28 years
with an average length of about 14 years.  The records at all
reservoirs indicate that insignificant amounts of sedimentation or
deposition have occurred.  Although specific allocation has not been
required for sediment storage in the past, the problem will continue
to be fully considered and a judgment made for future individual
sites."

          Vol. Ill, Appendix Dp. 87 of the Comprehensive Study
indicates that "Observed sediment loads may not be the result of
soil erosion entirely, but may be a combination of the erosion of
                                 40

-------
Nubuc Bar
Pistol Point Bar
Portland Bar
Rock Landing Bar
Haddam Island Bar
Glastonbury (2 piers)
Mouse Island
Sears Upper
Higganum Creek
Calves Island
Sears Shoal
Saybrook Outer Bar
Saybrook Outside
Higganum Creek
   Outside
Wetherafield Cove
Essex Cove
Dividend Bar
Paper Rock Shoal
Cobalt Shoal
Essex Shoal
Ent. Channel     )
North Cove Old   )
 Saybrook  and   )
 Anchorage
North Cove, Old
  Saybrook
Anchorage - 6f + N. Cove
All of Old Saybrook
Wethersfield Cove
  Ent• Channel
Glastonbury
   (fc Piers)
                                                     Table 4.3
                                Army Corps of Engineers Dredging Records  in  the
                                Connecticut River Basin Estuary - Measured in Cubic Yards
1959
2l*,190
Ul,132
31,605
15,1*51
31,698







1961
18,695



u
17 ,*190
12,71*4
14,973
23,372
239
51,626
5,387
1962 1961*
30,681*
10,61*6

26,61*0
18, 21*0

7,943


25.2U8


1965 1968

25,735


17,316

9,287


22,018


	 ' 	 T572 	 ~~~~
1970 Contract Estimates
23,756
22,117


9004
25,000
30,000
15,618
15,012
76,000
61* ,442*

                                   61*3
30,511
68,365






29,688
10,139
15,755
29,850
197,710
+ 1+2,600
21*0,310
306,265
881,000







1,760
U6 ,110
                                                                                                            32,000
                                                                                                             6,000
                                                                                                            11,000
                                                                                            19,211
• Different contracts in the same year.

-------
                                                 Table 4.3 (cont'd)
                             Army Corps of Engineers Dredging Records in the
                             Connecticut River Basir. Estuary - Measured in Cubic Yards
1959 1961 1962
Glastonbury
Upper Bar
3 rock way Bar
Say "ore ok Shoal
Potash Bar
Press Barn Bar
Clay banks Bar
Claybanks Upper Bar
196U 1965 1968 1970 Current Estinat

26,001* 1U.512
17,937*
11,728*
26,107








It 4 000
7,000
7,000
10
 *Different contracts  in  the  same  year.

-------
inorganic materials and the introduction of other materials.  For
instance, data collected on the Millers River indicated that from
16 to 93 percent of the sediment load was organic material."  The
lower percentage probably occurring in the winter and spring months.

          Due to the underlying geology and the limited sedimenta-
tion indicated, the importance of nutrient and sediment renewal for
agricultural production is greatly reduced in the Connecticut River
Basin.  Although it is true that flooding has established the fertile
flood plains in the Connecticut River Valley; these flood plains are
the depositional remains for thousands of years of flooding.  Heavy
demands on the soil made by  today's farming practices require more
nutrients than are provided by  sediment renewal during flooding.
Sole reliance on flooding rather than fertilizers would not allow
the farmers to remain competitive with other farmers.  However,
this reliance on fertilizers may also have adverse effects on water
quality because of the nutrient rich runoff associated with its use.

          Finally, the results indicating only minor amounts of
siltation in the Connecticut River Basin are supported by the
information gathered by the Water Resources Center at the University
of Massachusetts at Amherst in the publication 28, "Formation on
Public Policy on Issue of Out-of-Basin Diversion of Connecticut
River Flood Waters to Boston Metropolitan Area."

          Although evidence indicates a relatively minor amount of
siltation in the Connecticut Basin as a whole, there are local
instances where sedimentation has been severe enouth to cause serious
economic losses to local residences.  For example, the Gale River
has had extreme sediment buildup during the last ten years.  Evidence
indicates that nearby long-term highway construction on 1-93 with
little erosion control has been a major contribution to the sediment
buildup.  The Farmington River is another example of a heavily
silted stream.  Like the Gale River, it has decreased in depth,
eroded its banks and formed sand bars due to watershed erosion and
development.  The Farmington River illustrates the consequences of
heavily developing or overdeveloping a watershed without significant
planning or enforcement of erosion control practices.

          Sedimentation and severe stream bank erosion due to the
frequent fluctuations in storage pool elevations at the hydro-
electric dams has been reported and is now the subject of a technical
investigation.

          If erosion and sedimentation are to be controlled, it is
necessary to enact erosion and sedimentation ordinances which should
be enforced at all construction sites.  Sound agricultural and silvi-
cultural practices should be encouraged in order to eliminate other
places of erosion.  In general, sedimentation becomes a nuisance when
the erosion induced by man's activities reinforces the normal sediment
load carried by the Connecticut River.

                                 43

-------
Sections 5 and 6 were requested by the evaluators of the original
1970 Comprehensive Plan for general information.  The topics
covered are not specifically directed to the Connecticut River.
It was felt that the information in Section 5 was necessary in
order to determine the ramifications involved with selecting a
structural method of flood control if a desired water quality
is to be maintained.  Section 6 points out the effectiveness of
a buffer strip when used in flood management.  It was felt that
both of these topics were deficient in the original comprehen-
sive study and should be included in the supplemental study.
                           44

-------
5.0  CHANGES IN WATER QUALITY AS A RESULT OF IMPOUNDMENT
5.1  Introduction

         Water quality is directly affected by stream dynamics.
In a fast moving stream the physical-chemical conditions are
entirely different from those found in an impoundment or other
receiving body of water.  When a dam is placed on a stream,  one
can expect numerous changes in water quality caused by the
induced changes in depth and energy regimes.  Although the changes
are gradual and often depend on many extrinsic factors, the
conditions they might cause often involve further social and
economic ramifications.

         The increased depth and the decreased stream velocities
that occur when a stream enters an impoundment catalyze most of
the natural water quality transformations.  If a dam is to be
placed on a stream, certain considerations'must be made in order
to prevent any detrimental changes in water quality.

5.2  Thermal Stratification

         Thermal stratification, which occurs in impoundments, is
basically a layering of water based on temperature induced density
differences.  It is directly dependent upon climate and lake depth.
In the late  winter or early spring the impoundment water is cold,
easily mixed by wind action, and has a uniform temperature from top
to bottom.  As the season advances and the atmospheric temperature
becomes higher, both the inflowing tributary water and the surface
water in the impoundment get warmer and warmer and become more
resistant to mixing.  Finally, the resistance to mixing becomes
great enough to over-balance the ability of the wind to accomplish
circulation to the bottom of the impoundment, and stable stratifica-
tion is established.  When the lake becomes stratified it is divided
into three distinct layers; the epilimnion or zone of circulation,
the metalimnion or thermocline, and the hypolimnion or zone of
stagnation.  The depth of the epilimnion is determined by the amount
of penetrating solar radiation and the magnitude of the spring winds.

         The epilimnion may be 5 to 50 feet deep depending on
impoundment depth and other factors.  The impoundment is mixed to
this depth by wind-induced currents, and this layer has a uniform
temperature.  Below the epilimnion is the thermocline, which may
be 5 to 20 feet deep.  The thermocline is a stratum in which the
temperature decreases rapidly as depth increases.  A thermocline has
been defined for convenience, though on a strictly arbitrary basis,
as a stratum of water in which the temperature decreases 1°C or

-------
more in the depth of 1 meter or 0.55°F per foot.  The decrease
in temperature is accompanied by an increase in density, with
a corresponding increase in resistance to mixing.  In the
hypolimnion the water is protected from the atmosphere by the
overlying thermocline and epilimnion; therefore, very little
increase in temperature occurs after stratification is established.
Temperatures are low and quite uniform throughout the hypolimnion.

         Summer stratification persists until the fall when the
influent water becomes cooler.  The cooler water is mixed through-
out the epilimnion and the upper portions of the thermocline by
convection and wind action.  Cooling continues until the tempera-
tures and densities of the epilimnion and thermocline approach
those of the hypolimnion.  When this is accomplished, resistance
to mixing is diminished, and the fall overturn occurs.

         In northern climates, winter stratification can occur
because 0°C water is lighter than 4°C water.  This density
difference an anomolous property of water can produce thermal
stratification although now the cooler water is the top water.
The prevention of wind mixing because of ice cover maintains
this stratification, if such a cover exists.  Although the
thermal cause and the chemical effect of thermal stratification
have been adequately studied and reported, the effect of physical
factors and the environment on the presence or absence of thermal
stratification has received little attention.

         Previous research has not enumerated which environmental
factors tend to enhance or inhibit thermal stratification.  This
situation must be remedied if the site of a planned impoundment is
to be evaluated on the basis of its thermal stratification potential.
Future investigations hope to show how various external factors
relate to thermal stratification.  Some of the factors to be in-
vestigated are: (1) general soil characteristics, (2) annual rainfall,
(3) average precipitation from April through September, (4) prevailing
wind directions, (5) average wind velocity, (6) land cover of
surrounding area, (7) time of last frost in spring, (8) time of
earliest frost in fall, (9) shape, (10) size, (11) depth, (12)
orientation of impoundment, (13) inflow pattern, and (14) weather
during the period of the onset of stratification.  The correlation
of these factors through the use of a discriminate function, to the
presence or absence of thermal stratification in existing impoundments
will reveal which factors have the major influence on thermal
stratification.

         Thermal stratification directly influences other physical
parameters in an impoundment.  A primary effect is exhibited in the
dissolved oxygen profile of a water body.  This is explained by the
                               46

-------
fact that trophogenic activity coincides with the epilimnion since
this is usually the zone of effective light penetration and
tropholytic activity coincides with the hypolimnion.   Since the
hypolinmion is cut off from air in the absence of mixing, it soon
becomes depleted of dissolved oxygen as a result of respiration by
the tropholytic organisms.  As primary productivity increases in
the trophogenic zone, more decomposition will be necessary when
these organisms die and sink into the tropholytic zone.  Since there
is no photosynthetic activity in the hypolimnion due to the absence
of light, there is no oxygen production.  Hence, the dissolved
oxygen in the layer may go to zero and heterotrophic activity may
become seriously reduced, which will in turn reduce the C(>2 return
through respiration.

         Thus, thermal stratification can induce two fairly distinct
environments, one aerobic and the other generally anaerobic.  These
are usually integrated only at the time of overturn.

5.3  Settling Basin Effect

         Another feature  inherent to lakes and impoundments is their
ability to act as a settling basin.  In streams, material is continu-
ously transported downstream until the stream enters a lake or
impoundment.  Here the material accumulates in the basin and becomes
concentrated.

         The settling basin phenomena in conjunction with thermal
stratification accounts for most of the physical-chemical changes
in water quality that occur when a stream enters an impoundment.
The effects of these phenomenon are felt in most of the features
discussed below.

5.4  Eutrophication

         Eutrophication or nutrient enrichment is a problem inherent
to both  lakes and streams.  Because of  the collecting  nature of a
lake or  impoundment  and thermal stratification, nutrients released
from domestic wastes are  transported by  the streams and  concentrated
in the receiving waters.  The nutrients  are circulated to the
euphotic zone during times of overturn  and enhance algal growth.
The primary nutrients felt to be responsible  for nuisance algal
growths  are: nitrogen, phosphorus and  to some extent,  organic  carbon.

         Algal blooms have been responsible for  fish kills, due to
either supersaturation of oxygen, or depletion of oxygen.   The super-
saturation  is caused by  excessive oxygen production by photosynthesis
and generally occurs only in  the epilimnion,  while  the depletion  is
caused by  the oxidative  processes  involved  in the 'decomposition of
dead algae  in the  hypolimnion.
                                47

-------
         In addition to fishing impairment, bathing, boating
and water skiing are often indefinitely postponed in waters
which would otherwise offer maximum multiple recreational use.
Industrial and municipal water treatment is hampered and made
ineffective by extensive aquatic growth; taste and odor problems
appear, and property values and resort trade often suffer as a
result of intense algal blooms.  Accelerated decomposition of
dense algal scums, associated organisms, and debris encourages
odor and hydrogen sulfide gas, which creates strong citizen
protest and often stains the white paint on nearby buildings.

         Eutrophication is primarily a man-induced problem.  In
areas where proposed impoundments will receive no agricultural or
domestic runoff or discharges from either nearby or upstream
sources, eutrophication will be of minor importance.  Sound silvi-
cultural practices must also be maintained since research has
shown that nitrogen concentrations in receiving waters sharply
increase when uncontrolled deforestation occurs*

         However, impoundments which serve recreational interests
often encourage the establishment of nearby summer camps.  These
camps often have poorly constructed overcrowded septic systems
which lead to nutrient influx into the lake.  Also, associated
with these summer developments are poorly maintained roads and
cleared areas which are subject to erosion and lead to increases
in sediment influx.  These sediments cause ecological hardships
on the receiving water's organisms.

         If recreational interests are planned for any proposed
impoundment then more stringent zoning laws and land use planning
should be mandatory.  A thorough investigation of the physical
features around an impoundment should be made to determine an
environmentally safe development potential and the costs for
these investigations should be figured in the benefit cost ratio
of the proposed project.

5.5  Light Penetration and Turbidity Removal

         Research has shown that there is a direct relationship
between light intensities and photosynthetic rates.  The induced
turbidity caused by a stream's current action is eliminated when
the stream enters into the lower energy regime of an impoundment.
The reduction of turbidity and the accompanied increased penetra-
tion of light caused by particulate settlement and extended
detention periods leads to increased primary productivity.
                               48

-------
         However, the decreased turbidity can be short-lived, be-
cause ironically turbidity can also be a result of primary
productivity.  As the productivity increases so does the turbidity
resulting in a migration of algae to the surface.   If algae cannot
get the required light for growth at depth,  migration to the surface
occurs resulting in the development of algal mats.  Algal mats
block further light penetration and thereby decrease photosynthesis.
By decreasing photosynthesis, there is a decreased oxygen supply
leading to a transition from game to rough fish and eventually
possibly leading to complete eutrophic conditions.  Decreased
dissolved oxygen, usually accompanied by an increase in turbidity
favors the formation of sludge deposits.  As dissolved oxygen
decreases, the bottom turns anaerobic and results in a chemical
change going to toxic levels.  pH changes in extremes toward
acidity and alkalinity and the temperature increases.   The net
result being tainted fish flesh and nutrient production favoring
undesirable aquatic growths.

         The process described above usually takes thousands of years
to occur unless there are other induced factors such as waste dis-
charges and agricultural runoff.  The point to be made is one of
awareness; that this would happen if checks  weren't taken to
prevent it.

5.6  Oxygen Production and Demand

         When dealing with an impoundment, the net effect of the
algal population on the oxygen balance becomes important.  One
must consider not only oxygen production by the algae, but also
organism respiration.  Another factor often overlooked in oxygen
production and demand is the amount atmospheric reaeration supports
photosynthetic oxygen production.

         In some instances photosynthetic activity is so vigorous that
the upper layers become supersaturated, and oxygen is lost to the
atmosphere.  In many instances it would be wise to mechanically mix
these saturated layers with lower ones in order to satisfy oxygen
demands in these parts of the impoundments.   Algal population and
other populations exert three forms of oxygen demand on a water body:

         1.  Respiration that occurs while photosynthesis is
             progressing,
         2.  Respiration that occurs at night when photosynthesis
             is absent, and
         3.  The oxygen uptake caused by consumer organisms,
             mainly bacteria, that metabolize the algal bodies
             upon their death.
                               49

-------
         Studies show that the net 24-hour contribution to the
oxygen balance would be near zero, if all of the algae stayad in
the upper layers of water.  Because many algae fall from the
euphotic zone during a given 24-hour period, the dark respiration,
and/or the oxygen uptake because of bacterial decomposition, do
not occur in the surface waters.  The net increase in oxygen
concentration due to algal action is generally in the surface
waters, while the major portion of the oxygen demand takes place
in the bottom waters or bottom sediments.

         Hence, although algae may produce a net increase in
dissolved oxygen concentration in surface waters, their decompo-
sition in deeper waters, with a corresponding oxygen uptake, means
that the net gain in the oxygen resources of the impoundment is
reduced or possibly even deficient.

         There are conflicting viewpoints concerning the effect of
impoundments on stream purification.  Some studies indicate that
a more intense rate of deoxygenation can occur in impoundments while
the rate of reoxygenation is the same as that occuring in a free
flowing river.  In some instances, self-purification has been
improved by an impoundment due to the reduced speed of the flow
and increased surface area of the water body.

         The data from other investigations suggest that reoxygen-
ation in impoundments depends upon diffusion into the surface
layer from the atmosphere and from the process of photosynthesis.
The amount of diffusion from the surface layer would be dependent
upon wind action and density induced currents in the case of
atmospheric diffusion and the penetration of sunlight in the case
of photosynthesis.  Due to the limited mixing created by wind
action and density currents only photosynthetic oxygen concentration
might increase in the impoundments.

         Decreasing water velocity does allow settling of formerly
suspended solids which explains why BOD, phosphates and coliforms
are frequently reduced after an impoundment.  Dissolved solids and
the BOD attributed to dissolved solids are not decreased as
rapidly in impoundments as in the free flowing stream.

         Based upon these views, the establishment of an impoundment
alone may not necessarily induce water quality degradation.  Other
factors such as effluent discharges, runoff, and land use combine
to create water quality problems which usually occur in conjunction
with the establishment of an impoundment.
                               50

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5.7  Carbonate Equilibrium

         Since algae remove carbon dioxide from solution as they
grow and convert it into cellular material, the carbonate
equilibrium as it exists in natural waters is affected.   This is
especially true in impoundments or other standing water bodies
where algae is usually more prolific.  When CC^ is removed the
net result through the carbonate equilibria is an increase in
pH considerably above 7.  A ceiling on pH is formed by precipi-
tation of calcium carbonate that controls the amount of carbonate
ion that can coexist in solution with calcium ion.  There have
been observed pH values as high as 9.8 where algae are in high
concentration and under favorable light conditions.

          In deeper  impoundments where  stratification occurs, the
 transformation  of bicarbonate  to carbonate  ions occurs  in  the upper
 layers  of the water, but  the precipitated  carbonate particules
 dropping down into the  hypolimnion may  or may not  reach the bottom.
 This  is because the  hypolimnion generally  contains relatively higher
 concentrations  of carbon  dioxide due to the biological  activity
 that  has occurred in these waters during the decomposition of
 falling algal bodies and  because of  the absence of many viable algae
 in the  hypolimnion.  The  precipitated carbonate particles combine
 with  this carbon dioxide  and are converted  into soluble bicarbonates
 that  increase the alkalinity of the  deeper  waters.  Carbonate pre-
 cipitation  is common in standing bodies of  water  and has been
 responsible for commercially important  marl deposits in natural
 lakes.

          Research in this area is important,  since changes in the
 carbonate equilibrium can cause either the precipitation of hardness
 causing ions,  the reduction of alkalinity, or under reverse conditions
 the dissolution of carbonates  from the impoundment bed.

 5.8  Iron and Manganese

          Iron and manganese often pose serious staining problems
 in water supplies.   Both iron and manganese are insoluble in
 their oxidized form.  For this reason they often pose no serious
 problem in streams and impoundments which have a sufficient dis-
 solved oxygen concentration throughout.  However, in deeper
 stratified impoundments where the dissolved oxygen concentration is
 often depleted in the hypolimnion, the iron and manganese occur in
 the soluble reduced forms.  Thus, instead of precipitating out as
 they would in their oxidized forms, they remain suspended in their
 soluble reduced forms.
                               51

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 5.9   Artificial  Destratification  of  Impoundments

         Most  authorities  agree that  the  prevention  of  the
 deterioration  of the  hypolimnion  and  its  water quality  through
 impoundment  destratification would be beneficial.  Mixing
 would prevent  many  of the  changes that occur  in water quality
 in deep  impoundments,  such as:  (1) low dissolved oxygen concen-
 trations;  (2)  increased  iron and  manganese  concentrations,  (3)
 production of  hydrogen sulfide that  occurs  when organic matter
 decomposes in  the deoxygenated hypolimnion  of deep stratified
 impoundments,  and (4)  increase in color in  the hypolimnion
 such  as  the  yellow  coloring matter of "humic matter."   However,
 mixing would also prevent  the accumulation  of cool waters in
 the impoundment  bottom and might  increase overall productivity
 by recycling back into the euphotic  zone  nutrients released
 during organic decomposition.  If the impoundment prevents the
 removal  of bottom sediments which exert an  oxygen demand on
 the stream,  then some  means of physical destratification and
 reaeration would probably  be necessary for  the maintenance of
 water  quality.

         Some  studies  have shown  that reaeration has effectively
 precipitated or  coagulated nutrients  from the water body and that
 this  oxidized material along with the oxidized and precipitated
 iron,  magnesium,  and other materials  has  formed an effective seal
 over  nutrient rich bottom  sediments,  thus effectively preventing
 nutrient return  to the epilimnion during  times of overturn.

 5.10   Thermal Pollution

         The addition of warm water to an impoundment,  either due
 to the warming of the influent waters because of solar  radiation
 or due to the discharge of warmed cooling water from industrial
 processes, influences the water quality in  impoundments.  These
warm waters  tend  to stay near the surface of the impoundment.
 This warm water  influences aquatic life in  the surface waters of
 the impoundment,  influences the rate of deoxygenation from biolog-
 ical degradation  of organic matter by speeding the process and
 influences dissolved oxygen concentrations because of decreased
oxygen solubility in higher temperature water.  The latter reduces
 the surface deficit, and thereby reduces the reaeration rate.

         Another  thermal pollution problem is the release of cold
hypolimnetic water to warmer downstream water.  If the temperature
 change is great,  the stress placed on downstream aquatic life will
be considerable.   Thus, water control structures can have a pro-
found influence on temperature and,  if designed and used properly,
                               52

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can promote desirable downstream conditions while avoiding
undesirable ones.  This reemphasizes the need to understand
the influences caused by the design and operation of outlet
works.

5.11  Influence of Impoundment  Releases on Downstream Water
      Quality	

         Most investigations are concerned with the degradation
of downstream water quality because of releases of poor
quality water from impoundments.  Evidence shows that there are
downstream stresses caused by the discharge of water with a low
dissolved oxygen concentration and a high manganese concentration
during peaking power operations.  This situation could also result
from hypolimnion releases from deep reservoirs.  Although water
with a low dissolved oxygen concentration reaerates rapidly be-
cause of the high oxygen deficit, there are problems with downstream
water treatment because of manganese concentrations, and there is
difficulty in using the streams for the assimilation of organic
wastes.  In some cases there have been reports of the absence of fish
life due to too much of an oxygen deficit.

         Because of different temperatures and chemical compositions,
hypolimnion releases must be considered very carefully.  The various
chemical and physical changes in these waters as opposed to the down-
stream receiving water could cause radical alterations in the plant
and animal life.

         The following are six effects that should be investigated
in the establishment of any deep water impoundment if the complete
effect of a strearaflow regulation scheme is to be assessed:

         1.   The influence of dilution on the rate of  biological
deoxygenation, must be investigated.   The dilution of a given
polluted stream may cause an increase or decrease in the rate of
biological oxidation of the organic matter in that stream.

         2.   Because of increased turbulence and increased  depth
caused by increased flow,  the rate of reaeration may be changed
in a given situation when dilution water is added.

         3.   Because of increased flow, the time of travel  between
a source of  pollution and a possible water use will be shortened.
In certain situations, poorer quality water may arrive at a down-
stream point because this decreased time of travel would decrease
the opportunity for natural purification to occur.
                              53

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         4.  If algal toxins are present in the river and these
toxins are preventing an undesirable bloom of algae, the dilution
of this water with toxin-free water from an impoundment may well
result in undesirable effects.

         5.  The discharge of good chemical quality, but low
temperature, water may interfere with downstream recreational
facilities or the type of fish present.  Cold water released may
also upset spawning and other reproductive cycles.

         6.  The absence of fish life below some dams discharging
hypolimnion water, even though it has been reaerated, has led to
the supposition that in the reducing environment of the hypolimnion,
substances toxic to aquatic life are produced.  If this possibility
is true, it must be investigated since even on reaeration, this
water may be undesirable as dilution water*.

         The effects on downstream water users generated from the
effects of impoundments include increased treatment costs at points
of withdrawal for water supply use.  Taste and odor, color, iron
and manganese concentrations all may be increased above previous
stream concentrations and require treatment for removal.  Inorganic
nutrients, principally phosphorus and ammonia-nitrogen may be
present in increased amounts if the reservoir hypolimnion was
anaerobic.  These nutrients can stimulate rooted aquatic plant
growth as well as plankton growth in downstream reaches.  Plankton
in nuisance amounts can produce water treatment problems by con-
tributing taste and odor to water and by interfering with filtra-
tion processes.  Both plankton and rooted aquatics reduce the
aesthetic quality of water, reduce recreational appeal and pose
subsequent oxygen demands on the stream's dissolved oxygen resources.

         Two final considerations to be recognized concerning down-
stream releases are the possibility of increased bottom scour and
subsequent increased erosion and sedimentation and the maintenance
of diffusion and natural mixing of downstream water.  If dillution
water becomes channeled and does not mix with the entire contents
of a river, the entire benefit of this water will not be realized.
This problem would be accentuated in wide, relatively slow-moving
rivers where waste inputs as well as dillution water might cling to
one shore or the other and might be very slowly blended.

5.12  Effects on Groundwater

         The most important effect of a dam on groundwater quality
occurs where the foundation of the structure provides a substantial
or complete cutoff of groundwater flow in an aquifer.  Such a
* Number 5 in Bibliography

                              54

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stoppage reduces the hydraulic gradient of the groundwater
upstream of the dam.  This causes an increased accumulation of
pollutants in the groundwater because of slower movement or
complete stoppage.

         Another effect is caused by the higher water table created
back of a dam which extends around the periphery of the reservoir.
The high water table brings the groundwater closer to the ground's
surface where the opportunity for pollution from surface pollution
sources may be increased.  Marshy area, swamps, and pools also
may be created.
          Even in situations where the dam and its foundations do
not substantially alter the total groundwater flow through the
underlying aquifers, the localized effects on groundwater levels
and on the original pattern of groundwater flow may have signifi-
cant adverse impacts on groundwater quality.   Seepage losses from
the reservoir also contribute to the groundwater.   If the quality
of the water in the reservoir is better than that  of the ground-
water, improvement in groundwater quality results.  Conversely,
seepage losses from a reservoir storing poorer quality water
(e.g., reclaimed water) degrade the groundwater.

5.13  Watershed Development

          In  certain areas,  development of  land  areas  tributary
to reservoirs may  constitute major  sources of pollution  and
nutrient  fertilization.  On small reservoirs constructed in  con-
junction  with suburban housing  developments.direct  drainage  from
streets and  lawns  constitutes the primary  cause of  water quality
degradation.  On  large reservoirs increases  in  upstream  tributary
population and  development  on the periphery  of  the  lake  shore must
be considered in  projecting water quality  although  these sources
may not be of immediate concern.

          Suburban development surrounding  a  small reservoir  can
deteriorate  water quality  by direct waste  disposal  through the
use of  sewage treatment plants  not  providing nutrient removal,
discharges  from watercraft,  runoff  from  yards and streets and by
infiltration from polluted  groundwater where septic tanks are
used.   Contamination in the feeding stream upstream from the
reservoir intensifies  the  pollution problem.

          Larger reservoirs are also adversely affected by direct
sources but  because of the volume of dilution available, these
effects may  not be immediately noticeable.   Large direct discharges
from  industries or municipalities,  however,  can seriously degrade
                               55

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water quality unless adequate treatment is provided for these
sources.  Nutrient concentrations from upstream point and non-
point sources may accelerate eutrophication processes, causing
algal blooms and subsequent dissolved oxygen deficits.

         Unfortunately, flood control reservoirs encourage more
development downstream by providing a sense of security to in-
vestment concerns.  This increased development provides more
wastes and waste loads for the downstream segments of the stream.

5.14  Remarks

         Although most of the above situations only occur in deep
water reservoirs, some are applicable to shallow reservoirs.

         The situations discussed are not inevitable, but can be
controlled to a very large degree.  The purpose of these remarks
was to create an awareness so that effective planning at the
impoundment site and upstream and downstream from the impoundment
could be exercised so as to prevent or control these situations.
                              56

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5.15  Bibliography Dealing With the Effects of Impoundments
      on Water Quality
I.  General information

        1.  	,  "Symposium on Streamflow Regulation For
            Quality Control," Environmental Health Series Supply
            and Pollution Control, U.S.  Department,  Education and
            Welfare, Public Health Service.  Publication No.  999-WP-30.

        2.  Duffer, William R.,  and Harlen, Curtis C.  Jr., Changes in
            Water Quality Resulting From Impoundment,  Office of
            Research and Monitoring, Environmental Protection Agency.
            Project No. 16080 GGH, August 1971.

        3.  Frey, David G., ed Limnology in North America, University
            of Wisconsin Press,  Madison 1963, p. 461

        3A  Hynes, H.B., The Biology of Polluted Waters, Liverpool
            University Press, 1960.

        4.  Ruttner, Franz, Fundamentals of Limnology, University
            of Toronto Press, third edition, 1971.

        5.  Symons, James M., ed. Water Quality Behavior in Reservoirs.
            U.S. Department of Health, Education and Welfare, Public
            Health Service and Environmental Health Service, Environ-
            mental Control Administration, Public Health Service
            Publication No. 1930.

II. Behavior of water quality in impoundments

    A.  Measurements of water quality in impoundments

        6.  Churchill, M.A.  Effects of storage impoundments on water
            quality.  J. Sanit. Eng. Div. Proc. ASCE. 83  (SAL:Paper
            1171. Feb. 1957, 48 pp.).

        7.  Cleary, E.J.  An electronic monitor system for river-
            quality surveillance and research. Intern. J. Air Water
            Pollution. 7:331-42. 1963.  Also in: Advances in water
            pollution research, Proc. 1st  Intern. Conf. Vol. 1.
            Pergamon Press, London, U.K.,  1964. pp-63-73.

        8.  Kneese, A.V. Water Pollution-economic aspects and research
            needs.  Resources for  the Future,  Inc., Wash., D.C.,
            1962. 107 pp.

        9.  Love, S.K. Relationship of impoundments to water quality.
            JAWWA.  53:559-68.  May  1961.

                               57

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    10.  McCallum, G.E. and H. Stierlie, How automation plays a part
         in water-quality surveillance.  Water Works and Wastes Eng.
         1:68-70.  May 1964.

    11.  Mentink,  A.F.  Instrumentation in water  quality.  Paper 153
         presented at Water Resources  Conf. ASCE, Mobile, Ala.,
         March 1965.

    12.  Monitor system continuously records  river water quality
         Chem.  Eng. News. 1*1:5^-56.  May 6, 1963.

    13.  Neel,  J.K., H.P. Nicholson and A. Hirsch. Main stem
         reservoir effects  on water quality in the central Missouri
         River, 1952-1957,  USDEH. PHS.  Region VI, Water Supply and
         Pollution Control, Kansas City, Mo.  March 1963. Ill pp.

    I1*.  Ragone,  S., and B.J. Peters.   Water  Quality monitoring for
         water  quality  control.  In:   Symposium  on streamflow regu-
         lation for quality control.   Robert  A.  Taft Sanitary Engr.
         Center,  Cincinnati, Ohio, April 3-5, 1963. PHS. Publ. No.
         999-WP-30. June 1965. pp. 3^5-65.

    15-  Samworth, R.B., and J.A. Defilippi.  Final report on an
         investigation  of low-flow augmentation  for stream-pollution
         abatement.  Div. Water Supply  and Pollution Control.

    16.  Res. and  Trng. br., USPHS, Grant No. Wp-00153.  (Project
         title:  Low-flow augmentation  for stream-pollution abatement.
         (Johns Hopkins Univ. Baltimore, Md.  Sept. 1963. 37 pp.
         Appendices.

    17-  Stearns,  P.P.  Effect on storage upon the quality of water.
         J. New Engl. Waters Works Assoc. 5':115-l890-91.

    18.  Water  Resources activities in  the United States.  Water
         supply and demand.  Senate Select Committee Print No. 32.
         U.S. Gov't Printing Office, Washington, B.C. I960.

    19.  Weibel, S.R., R.J. Anderson, and R.L. Woodward.  Urban land
         runoff as a factor in stream pollution. JWPCF. 36:9lU-2l*,
         July 196U.
B.  Eutrophication

    20.  Algae and metropolitan wastes.  Trans, of seminar, Cincinnati,
         Ohio, Apr. 27-29, I960.  Tech. Rep. W61-3. Robert A. Taft
         Sanit. Eng. Center. 1961. 162 pp.

    21.  Antia, N.J., C.D. McAllister, T.R. Parsons, K. Stephens, and
         J.D.H. Strickland.   Further measurements of primary produc-
         tion using a large-volume plastic sphere.  Limnol. and
         Oceanog. 8:166-83.  Apr. 1963.

                            58

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 22.  Sensing, W. Lake Constance:  Maintenance of its quality and
      navigation in the Rhine Wasserwirtschaft (Stuttgart).
      50:238-1*3. I960.  Water Pollution Abstr. 35:Abstr. No. 777.
      Apr. 1962.

 23.  Borchardt, J.A., "Eutrophication-Causes and Effects," Journal
      American Water Works Association Vol. 6l, No. 6, June 1969,
      pp. 272-275.

 2k.  Cox, George W., ed. Readings in Conservation Ecology. Meredith
      Corporation 1969; Chapter 31, "Eutrophication of the St.
      Lawrence Great Lakes," pp. 1*73-1*92 - Alfred M. Beeton, and
      Chapter 32, "Control of Eutrophication," pp. 1*93-503,
      R.T'. Edmondson.

 25.  Fru.i, E. Gus, Kenton M. Stewart, G. Fred Lee, and Gerard A.
      Rohlich, "Measurements of Eutrophication and Trends," Journal
      Water Pollution Control Federation, August 1966, Vol. 38,
      pp. 1237-1258.

 26.  Fruh, E. Gus, "The Overall Picture of Eutrophication," Journal
      Water Pollution Control Federation, September 1967, Vol. 39,
      pp. 11*1*9-11*63.

 27.  Gerloff, G., and F. Skoog , Nitrogen as a limiting factor for
      the growth of Microcustis aeruginosa in southern Wisconsin
      lakes.  Ecology.  38:556-61. Oct. 1957-

 28.  Goldman, C. R.,A method of studying nutrient limiting factors
      in situ in water columns isolated by polyethylene film.
      Limnol. and Oceanog. 7:99-101.  Jan. 1962.

 29.  Goldman, C.R., A rapid field technique for determining micro-
      nutrient limiting factors in fresh water and notes on the
      use of gas phase in calibration of Cr  productivity experiments.
      In:  Symposium on new methods of determining biogenic and
      organic substances in water and organisms.  Hydrobiol. Lab.
      Czechoslovak Acad. Sci, Prague, Czech., Sept. 30-Oct.l, 1963. 1 p.

30.   Grundy, Richard D., "Strategies for Control of Man-Made
      Eutrophication," Environmental Science and Technology, Dec.
      1971, PP. 118U-1190.

 31.  Hasler, A. D., Eutrophication of lakes by domestic drainage.
      Ecology. 28:383-95. Oct. 191*7.

 32.  Hutchinson, G. E. , A treatise on limnology. Vol. 1. Geography,
      physics, and chemistry.  John Wiley and Sons, Inc. New York,
      N. Y., 1957.  1015 pp.

 33-  Laurent, P., What do we know of the actual condition of Lake
      Geneva?  Federation Europaischer Gewa'sserschutz Informations
      blatt, No. 1*, pp. 11- . 1960.  Water Pollution Abstr. 35:
      Abstr. No. 1108. June 1962.

                             59

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    3^.  Mackenthun, K. M. , The effects of nutrients on photo synthetic
         oxygen production in lakes and reservoirs.  In:  Symposium
         on streamflow regulation for quality control.   Robert A.  Taft
         Sanit. Engr. Center, Cincinnati, Ohio, Apr. 3-5, 1963. PBS
         Publ. No. 999-WP-30. June 1965. pp. 205-15.

    35.  McGauhey, P. H. , R. Eliassen, G.A. Rohlich, H.F. Ludwig,  and
         E.A. Pearson, Comprehensive study on protection of water
         resources of Lake Tahoe Basin through controlled waste dis-
         posal.  Report prepared for Lake Tahoe Area Council by
         Engineering-Sciences, Inc. June 1963.  157 pp.

    36.  Oswald, William J. and C.G. Golucke, "Eutrophication Trends
         in the United States - A Problem?", Journal Water Pollution
         Control Federation, June 1966, Vol. 30, pp. 96U-975.

    37.  Rodhe , W. Environmental requirements of fresh water plankton
         algae.  Symbolae Botan.  Upsalienses.  10:1-1^9. 191*8.

    38.  Safferman, R.S. , and M.E. Morris.  Control of algae with
         viruses.  JAWWA.  56:1217-2U. Sept. 196*1 .

    39.  Sawyer, Clair N. , "Basic Concepts of Eutrophication", Journal
         Water Pollution Control Federation, Vol. 38, May 1966, No. 5,
         PP. 737-7UU.

    1*0.  Sawyer, C.N. Fertilization of lakes by agricultural and
         urban drainage.  J. New Engl. Water Works  Assoc. 56:109-27.
         June
    J4l.  Strickland, J.D.  H. Measuring the production of marine
         phytoplankton .   Bull. No. 122. Fisheries Research Board
         Can. I960. 172 pp.

    1*2.  Stumra, W. , and J.J. Morgan.   Stream pollution by algal
         nutrients.  In:  Trans. 12th Ann. Conf.  Sanit.  Eng.,
         Univ. Kansas, Manhattan, Kan., 1962. pp. 16-26.
C.  Light penetration and turbidity removal

    1^3.   Dvihally-Tamas,  S.  Transformation of energy in inland waters
         examined on the  basis of investigations carried out  using
         modern physico-chemical methods.   Intern.  Ver. Theoret.
         Angew. Limnol.,  Verhand. lU:99-103.  196l.

    kU.   Little, J.A. Pearl  River shallow water reservoir water
         quality-recreation  project.   USDHEW, PHS,  Region IV.
         Atlanta, Ga., Mar.  1963. 50 pp.  Appendices.
                            60

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    1*5.  Metzler, D.F.  Improvement of water quality in Kansas.  JAWWA.
         50:1180-81*.  Sept. 1958.

    U6.  Vaccaro, R.F., and J.H.  Ryther.   The bactericidal effects of
         sunlight in relation to  "light"  and "dark" bottle photo-
         synthesis experiments.   J. Conseil, Conseil permanent
         intern, exploration mer.  20:l8-2l*. 1951*.

    1*7.  Varma, M.M., and M.J. Wilcomb.  Effect of light intensity on
         photosynthesis.  Water and Sewage Works,  110:1*26-29.
         Dec.. 1963.

    U8.  Verduin, J. Discussion of "Photosynthesis as a factor  in
         the oxygen balance of reservoirs," by C.H.J. Hull.  In:
         Symposium on streamflow regulation for quality control.
         Robert A. Taft Sanit. Eng. Center, Cincinnati, Ohio, Apr.
         3-5, 1963. PHS Publ. No.  999-WP-30. June 1965. pp. 91-91*.
D.  Oxygen production and demands

    1*9.  Edmondson, W.T.  Secondary production and decomposition.
         Intern, Ver. Theoret.  Angew.  Limnol. Verhand.  lU:3l6-39. 196l.

    50.  Fish, F.F., C.H.J.  Hull, B.J.  Peters, and W.E. Knight,  A
         study of the effects of a submerged weir in the Roanoke Rapids
         Reservoir upon downstream water quality. Spec. Rept.  No. 1.
         Compiled by Special Report Committee, Roanoke  River Studies,
         Raleigh, N.C. Feb.  6,  1958.  Unpublished report. 63 pp. Appendices.

    51.  Hull, C.H.J.  Oxygenation of  Baltimore Harbor  by planktonic
         algae.  JWPCF. 35:587-606. May 1963.

    52.  Hull, C.H.J. Discussion of "Oxygen balance of  an estuary,"
         by D.J. O'Connor. J. Sanit. Eng.  Div. Proc. ASCE 86(SA6):105-20.
         Nov I960.

    53.  Hull, C.H.J. Photosynthesis as a factor in the oxygen balance
         of reservoirs.  In:  Symposium on streamflow regulation for
         quality control.  Robert A. Taft Sanit. Eng. Center,
         Cincinnati, Ohio, Apr.  3-5, 1963- PHS Publ. No. 99-WP-30.
         .June 1965. pp. 77-91.

    5!*.  Hull, C.H.J. Photo synthetic oxygenation of a polluted
         estuary.  Intern. J. Air Water Pollution. 7:669-96. Aug.
         1963.  Also in:  Advances in water pollution research, Proc.
         1st Inter. Conf. Col.  3. Pergamon Press. London, U.K., 196U.
         pp. 31*7-7^.
                               61

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  55.  Kaplovsky, A.J. Discussion of "Photoeynthctic oxygenation of
        a polluted estuary," "by C. H. J. Hall.  In:  Advances in
        water pollution research, Proc. 1st Intern. Conf. Vol. 3-
        Pergamon Press, London, U.K., 196U. pp. 3lk-k03.

    56.  Knopp, H. The influence of plankton on the oxygen demand
        of river vater.  Deut. Gewasserkundliche Mitt. 3:65-70.
        1959.  Water Pollution Abstr. 33:Abstr. No. 1^65. Oct. I960.

    57.  Odum, H.T. Primary production in flowing waters.  Limnol.
        and  Oceanog.  1:102-1?. Apr. 1956.

    58.  O'Connell, R.L., N.E. Thomas, P.J. Godsil, and C.R. Hirth.
        Report of survey of the Truckee River.  Robert A. Taft
        Sanit. Eng. Center, Div. Water Supply and Pollution Control
        Aug. 1963. Mimeo. ^5  pp.

    59.  Pratt, D.M., and H. Berkson.  Two  sources of error in the
        oxygen  "light" and "dark" bottle method.  Limnol. and
        Oceanog. l*:328-3U.  July 1959.

    60.  Thomas,  N.A. Oxygen deficit  rates  for the central basin
        of Lake  Erie. Proc. 6th Ccnf. on Great Lakes Research,
        Ann  Arbor, Mich., June 13-15, 1963. Publ. No. 10.  Great
        Lakes  Research Div.,  Univ. Michigan. Abstract, p. 133.

    6l.  Towne, W.W., A.F. Bartsch, and W.H. Davis.  Raw  sewage
        stabilization ponds in the Dakotas.   Sewage and  Ind.
        Wastes.  29:377-96.  Apr.  1957-

    62.  Verduin, J.  Energy  fixation  and utilization by natural
        communities  in western Lake  Erie.  Ecology. 37^0-50. Jan.  1965.

    63.  Verduin, J.  Photosynthesis by aquatic  communities  in  north-
        western Ohio.  Ecology.  1*0:377-03. July 1959-


E.  Carbonate equilibrium

    6k.   Sawyer, C.N.  Chemisti-y for  sanitary engineers.   McGraw-Hill
         Book Co.,  Inc.,  New York, N.Y.,  I960.  367  pp.

    65.   Weber, W.J., Jr.,  and W.  Stumm.   Mechanism of hydrogen ion
         buffering in natural  waters.  JAWWA.  55:1553-78. Dec. 1963.
                                62

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F.  Nutrient removal

    66.  Gates, W.E., and J.A. Borchardt.   Nitrogen and phosphorus
         extraction from domestic wastewater treatment plant effluents
         by controlled algal culture.   JWPCF.  36:^1*3-62.  Apr.  196U.

    67.  Hicks t- R. Interim report on results of research into methods
         of harvesting and possible utilization of algae cultivated in
         experimental sewage oxidation ponds at the Omaru Creek
         Pilot Plant of the Auckland Metropolitan Drainage Board.  1958.
         Water Pollution Abstr. 32:Abstr.  No. l6?8. Sept.  1959.

    68.  King, Darrell L., "The Role of Carbon in Eutrophication", Journal
         Water Pollution Control Federation, Vol. U2, No.  12, pp.  2035-2051.

    69.  Liebig, J. Chemistry and its  application to agriculture and
         physiology.  Uth ed.  Taylor  and  Walton, London,  U.K., 18UJ.
         pp. 20, 198, 205, 22U.

    70.  McGriff, E. Corbin, Jr., and  Ross E. McKinney, "Activated Algae:
         A Nutrient Removal Process",  Water and Sewage Works, November
         1971, PP. 377-379-

    71.  Oswald, W.J. The coming industry  of controlled photosynthesis.
         Amer. J. Public Health. 52:235-^2. Feb.  1962.

    72.  Sawyer, Clair N., "Basic Concepts of Eutrophication",  Journal
         Water Pollution Control Federation, March 1968, Part 1, pp.  363-370.
G.  Dissolved oxygen

    73.   Birge, E.A.,  and 0.  Juday.   The inland lakes  of Wisconsin.   Wis.
         Geol. Nat.  Hist. Surv.  Bun.  No.  22 1911.  259 pp.

    71*.   Bueltman,  C., J. Termini,  and W.  Kingsbury.   Power  requirements  for
         oxygen transfer with turbine aerators.   Intern.  J.  Air  Water
         Pollution.  5:175-79. May 1963.   Also in:   Advances  in biological
         waste treatment.  Eckenfelder and McCabe,  Eds.  Pergamon Press,
         London, U.K., 1963.  pp.  175-79

    75.   Churchill,  M.A., H.L.  Elmore, and R.A.  Buckingham.   The
         prediction  of stream reaeration rates.   J.  Sanit. Eng.  Div.,
         Proc. ASCE.  88(SAl*):  1-U6.   July 1962.  Also in:   Advances  in
         water pollution research,  Proc.  1st Intern. Conf, Vol.  1 Pergamon
         Press, London, U.K., 196U. pp.  89-126.

    76.   Fair, G.M.  The DO sag - an analysis.   Sewage  Works  J. ll:UU5-6l
         May 1939-
                                  63

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77.  Fremling, C.R., and J.J. Evans.  A method for determining
     the the dissolved oxygen concentration near the mud-water
     interface.  Limnol. and Oceanog. 8:363-61*.  July 1963.

78.  Hull, C.II.J.  Second progress report of an investigation of
     low-flow augmentation for stream-pollution abatement.

79.  Report No. XII. Div. Water Supply and Pollution Control, Res.
     and Trng. Br., USPHS, Grant No. WP-00153.  (Project title:
     Low-flow augmentation for stream-pollution abatement.)   John
     Hopkins U., Baltimore, Md., Oct. 1961.

80.  Hull, C.H.J.  Simplified technique for determination of
     theoretical and effective self-purification coefficients of
     polluted streams.  Report No. Ill of the low-flow augmentation
     for stream-pollution abatement project.  Div. Water Supply
     and Pollution Control, Res. and Trng. Br., Br. USPHS, Grant
     No. WP-00153.  (Project title:  Low-flow augmentation for
     stream-pollution abatement.)  Johns Hopkins U., Baltimore, Md.
     I960. 90 pp.

81.  Ingols, R.S. Effect of impoundment on downstream water quality,
     Catawba River, S.C. JAWWA.  51 :U2-U6.  Jan. 1959-

82.  Ingols, R.S. Pollutional effects of hydraulic power generation.
     Sewage and  Ind. Wastes 29:292-97.  Mar. 1957-

83.  Kittrell, F.W. Effects of impoundments on dissolved oxygen
     resources.  Sewage  and  Ind. Wastes. 31:1065-78. Sept. 1959.

8U.  Krenkel,  P.A.-  and  G.T.  Orlob.   Turbulent diffusion and the
     reaeration  coefficient.  J. Sanit. Eng.  Div.,  Proc. ASCE.
     88(SA2):  53-82.  Mar. 1962.

85.  O'Connor, D.J., and W.E. Dobbins,  The mechanism of reaeration
     in natural  streams. J.  Sanit.  Eng. Div.,  Proc. ASCE. 82(SA6):
     Paper 1115.  Dec.  1956.  30 pp.

86.  Olszewski,  P.  Experiment on drawing off  the  hypolimnic water
     from a lake, results  of the first  experimental year.  Intern.
     Ver.  Theoret. Agnew. Limnol.,  Verhan. llt:855-6l.  1959-  Water
     Pollution Abstr.  35:Abstr. No.  1569.   Aug. 1962.

87.  Oxygen relationships  in streams.   Proc.  of seminar,  Cincinnati,
     Ohio,  Oct.  30-Nov.  1, 1957. Tech.  Rep. W58-2.  Robert A. Taft
     Sanit. Eng. Center. Mar. 1958.   19^  PP«

88.  Phelps,  E.B.  The  biochemistry of sewage. 8th Intern. Congr.
     Appl.  Chem. 26:251-60.  1912.

                               64

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    89.   Scott, R.H., T.F.  Wisnievski,  B.F.  Lueck,  and A.J.  Wiley.
         Aeration of stream flow at  pover  turbines.   Sewage  and Ind.
         Wastes.  30:11*96-1505.   Dec. 1958.

    90.   Streeter, H.W.,  and E.B. Phelps.  A study  of the pollution
         and natural purification of the Ohio River.   III.   Factors
         concerned in the phenomena  of  oxidation and  reaerations.  PHS
         Bull.  No. ll*6.  Feb. 1925- 75 pp.

    91.   Winberg, G.G.,  and T.N. Sivko. The significance of photo-
         aeration in the oxygen  balance of polluted waters.   Intern.
         J.  Air Water Pollution. 6:267-75- May-Aug. 1962.
H. Nitrogen

    92.  Cooper, G.S., and R.L.  Smith.   Sequence of products formed during
         denitrification in some diverse western soils.   Proc.  Soil Sci.
         Soc.  Amer.  27:659-62.  1963.

    93.  Courchaine, R.J.   The  significance of nitrification in streams
         analysis-effects  on the oxygen balance.  In:   Proc. l8th Ind.
         Waste Conf., Lafayette, Ind.,  Apr. 30-May 2,  1963.   Eng. Ext.
         Ser.  No. 115. Eng. Bull., Purdue U. 1*8 (3) :   38-5.0. May 196^.

    9!+.  Johnson, W.K., and G.J. Schroepfer.  Nitrogen removal  by
         nitrification and denitrification.  JWPCF.  36:1015-36.  Aug.  196U.

    95.  Kaylor, F.B., M.H. Bechir, and J.M. Symons.  Atmospheric nitrogen
         fixation in activated  sludge.   In:  Proc. l8th Ind. Waste Conf.,
         Lafayette,  Ind.,  Apr.  30-May 2, 1963.  Eng. Ext. Ser.  No. 115.
         Eng.  Bull., Purdue Univ.  1*8(3) :2l*3-63. May 1961*.

    96.  Leclerc, E. Self-purification  of fresh water streams as affected
         by temperature and by  the content of oxygen,  nitrogen  and other
         substances.  Intern. J. Air Water Pollution.  7=357-65-  June  1963-
         Also in:  Advances in  water pollution research, Proc.  1st Inter.
         Conf. Vol.  1. Pergamon Press,  London, U.K. 196U. pp. 51-62.

    97.  Schmidt, B., and  W.D.  Kampf.  Alteration of the nitrogen balance
         in liquid nutrients by some bacteria occurring in surface waters.
         Z. Hyg. Infektionskrankh.  11*7^95-503. 196l.  Water Pollution
         Abstr. 35:Abstr.  No. 1*39. Mar. 1962.

    98.  Symons. J.M., and R. Labonte.   A procedure for continuous
         nitrification corrections during Warburg respirometer  studies.
         In:  Proc.  l8th Ind. Waste Conf., Lafayette, Ind.,  Apr.  30-May 2,
         1963.  Eng. Ext.  Ser.  No. 115. Eng. Bull., Purdue Univ.  1*8
                    . May  196U.
                                 65

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     99-  Symons, J.M., and R.E. McKinney.  The biochemistry of
          nitrogen in the synthesis of activated sludge.   Sewage
          and Ind. Wastes.  30:87^-90.   July 1958.

    100.  Symons, J.M., R.E. McKinney,  R.M. Smith, and E.J.  Donovan,
          Jr., Degradation of nitrogen containing organic compounds
          by activated sludge.  Intern. J. Air Water Pollution.
          lj;115-38. June 196l.  Also in:  Advances in biological
          waste treatment.  Eckenfelder and McCabe, Eds.  Pergamon
          Press, London, U.K. 1963. pp ^1-59.

I.  Phosphorus

    101.  Missingham, G.A., "Occurrence of Phosphates in  Surface
          Waters and Some Related Problems", Journal American
          Water Works Association, Vol. 57, No. 2 pp. 183-211.

    102.  Weaver, P.J., "Phosphates in Surface Waters and Deter-
          gents", Journal Water Pollution Control Federation,
          September 1969, Vol. 1*1, pp,  16U7-1653.

    103.  Weiss, Charles M. "Relation of Phosphates to Eutrophica-
          tion", Journal American Water Works Association, Vol.  6l,
          No. 8, August 1969, pp. 387-391.

    10U.  	, "The Great Phosphorus Controversy", Environ-
          mental Science and Technology, Vol. U, No. 9, September
          1970, pp. 725-726.
J. Iron

    105-  Morgan, J.J.,  and W. Stumm.   The role of multivalent
          metal oxides in limnological transformations,  as
          exemplified by iron and manganese.   In:   Advances  in
          water pollution research, Proc.  2nd Inter.  Conf.,
          Vol. 1. Pergamon Press, London,  U.K., 1965. pp. 103-18.
               i
    106.  Stumm, W., and G.F. Lee, The chemistry of aqueous  iron.
          Schweiz, Z. Hydrol. 22(l):295-319.  I960.

    107.  Sylvester, R.0.,and D.A. Carlson.   A study  of  water
          quality in relation to the future.  Howard A. Hanson
          Impoundment on the Green River,  Washington.  Report
          prepared for the Corps of Engineers, U.S. Army,
          Seattle District. U of Wash., Seattle, Wash. Dec.  196l.
          UU pp.
                                66

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 K.  Manganese

     108.  Flentje, M.E. How is your manganese?  Water Works Eng.
           113:288-89.  Apr. 1960.

     109.  Ingols, R.S., and R.D. Wilroy.  Mechanism of manganese
           solution in lake waters. JAWWA.  55:282-90. Mar.  1963.

     110.  Myers, H.C. Manganese deposits in western reservoirs and
           distribution systems.  JAWWA.  53:579-88.  May 1961

     111.  Wilroy, R.D. and R.S. Ingols.  Aging of water in
           reservoirs of the Piedmont Plateau.   JAWWA.  56:886-90
           July 196^.  Also published as:  Yearly variation  in
           water quality in several lakes in the southeastern
           United States.  Proc. 2n Ann.  Sanit.  Conf., Nashville,
           Tenn. May 30-31, 1963. P.A.  Krenkel, Ed., Dept. Civil
           Eng., Vanderbilt U.  Nashville, Tenn. pp.  2U-28.


L.  Oxidation and persistence of organics

     112.  Derby, R.L. Chlorination of  deep reservoirs for taste and
           odor control.  JAWWA.  148:775-80.  July 1956.

     113.  Douglas, N.H.,  and W.H.  Irwin. Evaluation and relative
           resistance of sixteen species of fish as  test animals in
           toxicity bioassays of petroleum refinery  effluents.   In:
           Proc. 17th Ind.  Waste Conf.,  Layfayette,  Ind., May 1-3,  1962,
           Eng.  Ext.  Ser.  No. 112.   Eng.  Bull., Purdue U. 1*7  (2):57-65.
           Mar.  1963.

     111*.  Hull, C.H.  J. Bibliography on biochemical oxygen demand.
           Report No.  V of  the  low-flow  augmentation for  stream-
           pollution  control project. Div.  Water  Supply and
           Pollution  Control, Res.  and Trng.  Br.,  USPHS,  Grant  No.
           WP-00153.   (Project  title:  Low flow augmentation  for
           stream-pollution abatement.)   Johns  Hopkins  U., Baltimore,
           Md.,  Feb.  196l.  27 pp.

    115.  Jaag,  0.  Mechanism of self-purifications in  flowing waters.
           Intern.  Ver.  Theoret.  Angew.  Limnol.,  Verhand. lU:lil-58.
           1959.  Water Pollution Abstr.  35:Abstr. No.  1650.
           Aug.  1962.

    Il6.    Liebmann, H.  Investigations on the influence of retention
           by dams  on  natural self-purification.   In:  Wasser u.
           Abwasser. R.  Eiepolt,  Ed. Verlag Winkler  and Co.,
           Vienna,  Austria,  1961.  pp. 35-51.  Water Pollution Abstr.
           No. 1225.   Aug.  1963.

                                 67

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    117.   Mohler,  J.  Assessment  of the  self-purifying power of
          surface  waters.   Chimia.   6:229-36. 1952. Water Pollution
          Abatr. 28:Abstr.  1+71.. Feb.  1955.

    118.   O'Connor,  D.J.  Organic pollution of New York  Harbor-
          theoretical considerations.  JWPCF.   3l*:905-19. Sept. 1962.

    119.   Ridenour,  G.M.  Studies on  the effect  of a small impounding
          reservoir  on stream purification.  Sewage Works J.
          5:319-32.  Mar.  1933.

    120.   Robeck,  G.G. , A.R.  Bryant, and R.L. Woodward.  Influence
          of ABS on  coliform movement through water-saturated
          sandy soils. JAWWA.  5^:75-82.  Jan  1962.

    121.   Robeck,  G.G., J.M.  Cohen,  W,T. Sayers,  and R.L. Woodward.
          Degradation of  ABS and other  organics in unsaturated
          soils   JWPCF.   35:1225-36.  Oct.  1963.

    122.   Wayman,  C.H., J.B.  Robertson, and  C.W.  Hall.   Bio-
          degradation of  surfactants under aerobic and  anaerobic
          conditions.  In:   Proc. l8th  Ind.  Waste Conf., Lafayette,
          Ind.  Apr.  30-May 2, 1963.  Eng. Ext. Ser. No.  115. Eng.
          Bull. Purdue U. U8(3):578-88.  May 1961*.

    123.   Zobell,  C.E., and J. Stadler.  The effect of  oxygen tension
          on the oxygen uptake of lake  bacteria,  J. Bacteriol.
          39=307-22.  Mar.  19^0.
M. Methane
    12U.  Oswald, W.J., C.G.  Golueke,  R.C.  Cooper,  H.K.  Gee,  and
          J.C. Bronson.  Water reclamation, algal production  and
          methane fermentation in waste ponds.   Intern.  J.  Air
          Water Pollution.   7:627-^8.   Aug. 1963.  Also  in:  Advances
          in water pollution research, Proc. 1st Intern. Conf.
          Vol. 2. Pergamon Press, London, U.K., 1961*.  pp. 119-^0.
N.  Color

    125.  Shapiro, J. Effect of yellow organic acids on iron and other
          metals in water.  JAWWA. 56.1062-82. Aug.  1961*.

    126.  Shapiro, J. Inorganic-organic interactions in natural waters.
          Unpublished project proposal,  n.d.

0.  Thermal stratification

    127.  Kittrell, F.W. Thermal stratification in reservoir. In:
          Symposium on streamflow regulation for quality control.
          Robert A. Taft Sanit. Eng. Center, Cincinnati, Ohio, Apr.  3—5>
          1963. PHS Publ. No. 999-WP-30. June, 1965. pp. 57-67-
                              68

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    128.  Marlier, G.,  The biology of tropical  lakes.   Folia sci.
          Afr.  centr.  1:3-5.  1955.  Water Pollution Abstr.  35:
          Abstr.  No.  273.  Feb.  1962.
P.  Density flows

    129.  Duncan, W.,  D.R.  F.  Harleman,  and R.A.  Elder.  Internal
          density currents  created by withdrawal  from a  stratified
          reservoir.   Report for TVA and U.S.  Corps of Engineers,
          Norris, Term.  Feb. 1962.  19 pp.

    130.  Lake Mead comprehensive survey of 19U8-ii9.   Vol.  3.   A
          cooperative  project  of U.S.  Dept. Interior and U.S.  Dept.
          Navy. Feb. 1951*.  366 pp.

    131.  Task Committee on Preparation  of  Sedimentation Manual.
          L. Density currents.  J.  Hydraulics  Div., Proc. ASCE
          89 (H5) =77-87. Sept. 1963.

    132.  Thomas, H.E. First fourteen years of Lake Mead. U.S.
          Geol. Survey,  Circ.  No. 3^6.   U.S. Govt Printing  Off.
          Wash. D.C. 195U.  27  pp.

    133-  Wiebe, A. H. Density currents  in  Norris Reservoir Ecology.
          July 1939-
Q.  Artificial destratification of impoundments

    13^.  Bryan, J.G.  Improvement in the quality of reservoir dis-
          charges through reservoir mixing and aeration.   In:
          Symposium on streomflow regulation for quality  control.
          Robert A. Taft Sanit. Eng. Center. Cincinnati,  Ohio,
          Apr. 3-5, 1963. PHS Publ. No.  999-WP-30.   June  1965. pp.
          317-314.

    135-  Hooper, F.F., R.C.  Ball, and H.A.  Tanner, An experiment  in
          the artificial circulation of a small  Michigan  Lake.
          Trans. Am. Fisheries Soc. 82:222-Ul.  July 1952.

    136.  Lathbury, A., R.A.  Bryson. and B.  Lettau.  Some observa-
          tions of currents in the hypolimnion of Lake Mendota.
          Limnol. and  Oceanog. 5:U09-13. Oct.  I960.

    137-  Likens, G.E., and A.D.  Hasler.  Movement  of radiosodium
          in a chemically stratified lake.   Science.   131:1676-77.
          June 3, I960.

    136.  Mercier, P., and S.  Gay.   Effects  de 1'aeration artificielle
          souslacustre au Lac  de  Bret.  Rev.  Susse D'Hydrologie.
          16(2):     .
                             69

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    139-  Patriarche, M. H. Air-induced winter circulation of tvo
          shallow Michigan lakes.   J.  Wildlife Management. 25:282-89.
          July 19ol.  Water Pollution  Abstr.  35:Abstr.  No. 89^.  May 1962.
R. Evaporation control

          LoMer, V.K., Ed.  Retardation of evaporation by mono-layers.
          Academic Press, Nev York, N.Y., 1962.  277 pp.

          Meyers, J.S. Evaporation from the 17 western states.   U.S.
          Geol. Survey. Profess.  Papers No. 272-D.  U.S.  Govt. Printing
          Office, Washington, B.C. 1962.

    lU2.  Task Group Report.   Survey of methods  for evaporation  control.
          JAWWA.  55:157-60.   Feb. 1963.
S. Thermal pollution

    lU3.  Arnold, G.E.  Thermal pollution of surface  supplies.   JAWWA.
          5^:1332-1*6.   Nov.  1962.

    lM.  Cairns, John, Jr., "Thermal Pollution - A  Cause  for  Concern",
          Journal Water Pollution  Control Federation,  January  1971,
          Vol.  k3, No.  l,.pp.  55-66,

    lU5-  Churchill, M.A.  Control  of  temperature through streamflov
          regulation.   In:  Symposium on streamflow  regulation for
          quality control.  Robert A.  Taft Sanit.  Eng.  Center,  •
          Cincinnati,  Ohio,  Apr. 3-5, 1963.   PHS Publ.  No.  999-WP-30.
          June  1965. pp.  179-92.

    l'»6.  Duttweiler,  D.W.,  A  mathematical model of  stream temperature.
          Unpublished doctoral thesis, Johns Hopkins U., Baltimore,
          Md. 1963.  139 pp.

    1^7.  Eckel.  0.  Temperature conditions in impounded waters.   In:
          Wasser  u.  Abwasser.  R. Liepolt, Ed. Verle.g Winkler and Co.,
          Vienna, Austria, 1961. pp.  170-89.  Water  Pollution  Abstr.
          36: Abstr. No.  1231. Aug. 1963.

    lU8.  Eldridge,  E.F.,  Ed.  Water temperature influences, effects,
          and control.   In:  Proc. 12th Pacific Northwest  Symposium
          on Water Pollution Research.  USDEW, PHS Pacific  Northwest
          Water Lab.,  Corvallis, Ore.  Nov. 7, 1963.  159 PP-

    ill 9-  Hoak, R.D.  The  thermal  pollution problem.   JWPCF.
          33:1267-76.   Dec.  1961.

                                70

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III.   Influence of impoundment  releases  on  downstream  vater  quality

      A.   Influence on Quality

          150.   Fish,  F.F.  Effect of  impoundment  on  dovnstream water
                quality.   Roanoke River,  N.C.  JAWWA.   51:lj7-50. Jan. 1959.

          151.   Hall,  B.M., Jr.  Reregulation of impounded water quality.
                Chattahooche River, Ga.  JAWWA.  51:33-^2. Jan. 1959.

          152.   Pfitzer,  D.W.   Investigations  of  waters below storage
                reservoirs  in Tennessee.  Presented  at 5th Ann. Conf.
                Southeast Assoc. Game and Fish Commissioners. (Game and
                Fresh  Water Commission,  Tallahassee, Fla. ) 1952.


      B.   Turbulent diffusion and natural mixing

          153.   Krenkel,  P.A. Turbulent diffusion and river  waste
                assimilative capacity.   Progress  report:  May 1, 1962-
                May 1,  196U.  Tech. Rept.  No. 3. Sanit. and Water Resources
                Eng.,  Vanderbilt Univ. Nashville, Tenn. May  196k. 55 pp.
                Appendices.

          15k.   Thomas, H.A., Jr., and R.S. Archibald.  Longitudinal
                mixing measured by radioactive tracers.  Trans. ASCE
                117:839-50.  1952.

          155-   Wisniewski,  T.F. Cross-section surveys as a  method of
                evaluating  the  self-purification  capacity of a stream.
                TAPPI.  1*2:67-70. Jan. 1959.
                                    71

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6.0  LAND USE FUNCTIONS IN WATER QUALITY MANAGEMENT
         As the ratio of percent removal to cost of removal
decreases sharply, it is becoming readily apparent that
advanced waste treatment facilities and water quality standards
are not the total answer to improving water quality.  Since
water quality is so dependent upon land use, it is becoming
more rapidly accepted that controlled land use is an essential
part of water quality management.  As mentioned earlier, all
forms of contaminant entry can be traced to either point or
non-point sources.  Ajld all these sources can be directly
related to land use.

         Pollution abatement measures are successful in treating
point sources of contamination which enter our waterways.  How-
ever, the need to control non-point sources of pollution are
necessary if desired water quality is to be achieved in many
areas.  Since pollution abatement programs are relatively in-
effective against non-point sources of pollution, the need for
preventive measures should now be the point of attack.  Runoff,
the chief contributor to non-point sources of pollution, can be
divided into 3 categories: agricultural, urban, and resource
extraction.

         Pollution from agricultural lands encompasses the effects
of grazing, concentrated animal growing, crop production, refuse
and manure disposal, and road construction and maintenance.
Animal growing can impose bacterial, BOD and nutrient loads of
significant proportions on small streams during rainfall and as
mentioned, snow melt runoff episodes.  Fertilizers and pesticides
are other contaminants present in agricultural runoff.  Heavy
animal traffic and poor plowing techniques often result in heavy
sediment influxes to nearby streams.

         Urban land runoff includes surface drainage from streets
and parking lots, discharges from combined sewer systems or from
separate storm sewer systems, and from unsewered areas of urban
composition.  The combined sewer overflow is a special case of
urban land runoff in that such discharges carry large quantities
of sanitary sewage.  The contaminant contributions from urban
land runoff are sizeable with high concentrations of BOD, COD,
total solids, nutrients, heavy metals, and chlorides  (from street
deicing practices).

         The large amounts of total solids in urban land runoff
emphasizes the significance of sediment from urban construction
involving housing developments, shopping centers, roads and highways.
                              72

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Erosion from roads and highways is not limited to urban areas
and is an important factor throughout the environment.  Indeed,
the secondary road system is believed to be an extremely important
source of sediment in rural areas as emphasized by the Gale River
and 1-93 relationship mentioned.

         A USGS* study of sediment movement from suburban highway
construction in Fairfax County, Va., reported that with normal
precipitation erosion in construction areas would be about 10 times
that normally expected from cultivated land, 200 times that from
grassland, and 2000 times higher than from forest land.  The
intensity of storm runoff was found to have an important influence
on erosion, but somewhat less than the volume of runoff.  The
average rate of runoff varied greatly from storm to storm.  Erosion
was found to vary considerably between seasons, ranging between
a high of 24 tons per acre during the 2nd quarter to a low of 7 tons
per acre during the 3rd quarter.

         The practices used in the extraction of natural resources
in the past, has not been satisfactory from the standpoint of water
quality.  Quarrying for sand and gravel, the mining of coal, sulfur,
oil and other minerals and silvicultural practices add tremendous
contaminant and sediment loads to waterways. Specific pollutants
vary with the type of resource extraction.  However, erosion and
sedimentation are possible at any site where proper site planning,
construction techniques, and planting are not carried out.  This
is especially true in logging operations.  Other major threats to
water quality come from salt water which is a by-product of oil
extraction along with oil spills themselves and acid mine drainage
from coal mines and their spoils.   Unlike most other activities,
negative side effects of mining can be detected long after the
mining operations have been discontinued unless proper reclamation
measures are taken.

         If non-point sources of pollution are to be controlled, then
provisions for erosion and sediment control should be incorporated
in areawide, community, and project plans.  Area planning should
include provisions for roads, highways and other transportation
facilities, subdivision and lot development, industrial and commer-
cial development, surface mining and other resource extraction
operations, service or recreational areas, utilities, water im-
poundments and waterway construction, agricultural & silvicultural
practices and highway construction and maintenance.
* Rice, R.B., Guy, H.P.  and Ferguson, G.E., "Sediment Movement in
  an Area of Suburban Highway Construction, Scot Run Basin, Fairfax
  County, Va.", 1961-64, USGS W-S Paper 1591-E, 1969.
                              73

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         Communities should fit their development plans to cli-
matic factors, topography, soils and vegetative cover, reduce
the area and duration of exposed soils, retain and protect
natural vegetation wherever feasible, cover disturbed soils with
mulch or vegetation, mechanically retard runoff, erosion, and
sediment in runoff water, and  provide effective accomodation
for increased runoff caused by changing soil and surface
conditions during and after development*.

         A new emerging concept is the importance of reserving
land for functional open space.  Past practices have usually
left only the land that is unfit for any other use to be used
for recreation and open space.  Now land is being reserved for
the value of the open space itself.  For example, New Jersey
is saving land to protect its groundwater recharge areas.

         The practice of reserving a strip of land in the flood-
plain of a river, now being considered in many areas, is an
effective method for reducing pollution from land runoff.  The
maintenance of this buffer strip alongside all streams applies
to forest, agriculture, and urban lands alike.  This well-
vegetated strip would effectively reduce the influx of phosphorus,
pesticides, and suspended particulate matter.  It would stabilize
river banks, enhance the appearance of water bodies and offer
some area for outdoor recreation such as hiking, camping and
hunting.  This practice prevents excessive flood plain encroach-
ment and leads to reduced flood damages.

         Hence, land use controls can be used as an effective
means of water quality management and it is rapidly becoming an
economic necessity to use these controls to maintain  contiguous
land uses compatible with water use classifications.
* From "Community Action Guidebook  for  Soil Erosion and  Sediment
Control", published by  the National Association Counties Res.
Foundation under an FWQA grant  (March,  1970), by Powell, M.D.,
Winter, W.C., and Bodwitch, W.P.
                               74

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 7.0  WATER QUALITY RECONNAISSANCE OF SIX SELECTED TRIBUTARIES


 Introduction

          The following section presents  a water  quality analysis
 of six selected tributaries  in the Connecticut River  Basin.   The
 six watersheds  were selected so as to be coincident with the  water-
 sheds analyzed  by the Bureau of Sport Fisheries  and Wildlife.   They
 are:  the Deerfield and Westfield Rivers  in Massachusetts,  the
 Ammonoosuc River in New Hampshire,  the White  and Passumpsic Rivers
 in Vermont and  Whetstone Brook in Vermont.  In order  to prevent
 repetition,  the more thorough descriptions of the watersheds  are
 presented in the section prepared by the Bureau  of Sport Fisheries
 and Wildlife.   The Environmental Protection Agency will limit  its
 coverage to  a general description and a  water quality reconnaissance.

          The station numbers indicated on the graphs  and the
 accompanying maps are the same stations  and numbers used by the
 states in their water quality sampling.   The  numbers  in many  cases
 are not  consecutive due to the elimination of the station,
 obsolescence of the data,  or the situation of the sampling point
 on some  secondary stream of  the tributary being  discussed.  Any
 significant  effects that these secondary streams  may  have on  the
 tributary's  water quality will be  pointed  out in  the  discussion.

          The analyses  are based  on open  water or  warm weather
 conditions,  since the  data used  was  collected primarily  during  the
 spring,  summer,  and  early fall months.   These sampling  periods,
 although restricted  by  time,  are taken during the interval which
 often  exerts  the  greatest stress on  a  waterway.

Measures  of  Water  Pollution*

         The term  "water pollution" has acquired many connotations.
Literally, the word pollute means "render impure"; thus, in this
sense, any water containing matter other than its chemical con-
stituent of  two parts hydrogen to one part oxygen would be considered
polluted.  Such "pure" water; however, is never  found in natural
bodies; the ecological balance in a waterbody is dependent on the
presence of other materials.   In this report,  water pollution refers
to a condition which is in a contravention of  the Water Quality
Standards.  Pollution degrades the physical,  chemical, and

*NOTE: Taken from the report  prepared by the  Water Quality Section,
       Division of Water Pollution Control, Massachusetts Water
       Resources Commission,  Westfield River  Study.
                               75

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bacterial quality of a waterbody and can make it unsightly,
malodorous, and a health hazard.  Under such conditions, its
use is sharply limited.  Pollution occurs mainly through the
discharge of wastes from homes and industries.  The various
types of pollution are: (1) oxygen-demanding, such as
originates from domestic sewage and certain industrial wastes,
(2) toxic materials as in some industrial wastes, (3) radio-
active,  (4) thermal, (5) bacterial, (6) oil, (7) physical and
aesthetic unattractiveness.   Stormwater runoff from both urban
and rural areas can also add pollutants to a waterbody.

         The extent of pollution in a particular waterbody is
determined by measuring certain chemical and biological con-
stituents and properties.  Chemical constituents, such as
dissolved oxygen, phosphates, and metals, are generally measured
in milligrams per liter (mg/1); since the unit weight of water
is 1.0 grams per milliliter, milligrams per liter are roughly
equivalent to parts per million for a solution which is mostly
water.

         Dissolved Oxygen (P.O.)  refers to the uncombined oxygen
in water which is available to aquatic life.  Since this oxygen
is consumed more rapidly in the decomposition of wastes, the D.O.
gives an instantaneous picture of the condition of a waterbody.
Time of day and temperature of the water are important in inter-
preting D.O. levels.  Temperature affects the amount of oxygen
which water can contain.  Time of day is related to the effects
of algae.  Algae consume oxygen through respiration throughout
the day and night.  During daylight hours, they add oxygen through
photosynthesis.  D.O. levels are therefore generally highest
during the afternoon and lowest before sunrise.

         Biochemical Oxygen Demand (BOD) measures the amount of
oxygen required by bacteria to decompose organic matter.  The BOD
is gradually exerted, consisting of two stages.  In the first stage,
carbonaceous matter is stabilized while nitrogenous substances are
broken down in the second stage.  The second stage  (nitrification)
usually begins after seven days.  The ultimate, or total, BOD from
both stages may require an incubation period of 30 days or more.
Through recurrent use, the 5 day BOD has become the standard test
used in water quality analysis.

         Chemical Oxygen Demand (COD) refers to the amount of oxygen
required to chemically oxidize waste material.  Since some of the
organic matter in a waste can not be decomposed by microorganisms
but can be broken down by chemical oxidation, the COD is generally
greater than the BOD.  The COD is especially useful in analyzing a
waste that contains a great deal of non-biodegradable matter.
                                76

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         Total Solids measures all solids in water including sus-
pended and dissolved, organic and inorganic.  They are measured
by evaporating the water from a sample of known volume and weigh-
ing the residue remaining.  The residue then can be ignited in a
laboratory furnace to determine the organic portion.  The loss on
ignition is considered organic and the remaining residue, known
as fixed solids, is considered to be inorganic.

         Suspended Solids are those which can be removed by passing
the water through a filter.  The remaining solids are called dis-
solved solids.  Suspended solids provide a good measure of the
efficiency of a sewage treatment  plant; primary treatment should
remove about 50 percent of the suspended solids while secondary
treatment should remove about 90 percent.

         ^oliform Bacteria are found in abundance in the intestinal
tract of warm-blooded animals.  They are not harmful in themselves,
but their presence indicates that pathogenic bacteria also may be
present.  Since they can be detected by relatively simple test
procedures, coliforms are used to indicate the extent of bacterial
pollution from sewage.  Bacterial tests usually measure the fecal
coliforms and the total coliforms.  Fecal coliforms make up about
90 percent of the coliforms discharged in fecal matter.  Non-fecal
coliforms may originate in soil, grain, or decaying vegetation.
The rate of destruction or removal of coliforms from water and
sewage is substantially parallel to that of pathogenic bacteria.

         pH measures the hydrogen ion concentration on an inverse
logarithmic scale ranging from 0 to 14.  pH values under 7 indicate
more hydrogen ions and therefore more acidic solution; pH values
over 7 indicate less hydrogen ions and therefore more alkaline
solutions.  A pH of 7 indicates a neutral solution.  Alkalinity is
a quantitative measure of the alkaline materials present while
acidity is a quantitative measure of acidic materials.

         Nutrients are compounds which act as fertilizers for
aquatic organisms.  Small amounts are necessary to the ecological
balance of a waterbody, but excessive amounts can upset the
balance by causing excessive growths of algae and other aquatic
plants.  Sewage discharged to a waterbody usually contains large
amounts of carbon, nitrogen, and phosphorus; all considered to be
nutrients.  The concentration of carbonaceous matter is reflected
in the BOD test.  Additional tests are run to determine the con-
centration of nitrogen and phosphorus.

         Phosphorus appears in waterbodies in combined forms known
as ortho- and poly-phosphates and organic phosphorus.  The majority
of the phosphorus contained in domestic sewage and industrial wastes
                               77

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comes from detergents.  Additional phosphorus may enter a water-
body in agricultural runoff where fertilizers are used.

         Nitrogen in the form of organic nitrogen decomposes into
ammonia nitrogen, nitrite nitrogen and nitrate nitrogen.  Since
each decomposition reaction is dependent on the preceding one,
the progress of decomposition can be determined in terms of the
relative amounts of these four forms of nitrogen.

         Ammonia Nitrogen is present in sewage and is also generated
from the decomposition of organic nitrogen.  It can also be formed
when nitrites and nitrates are reduced.  Ammonia is particularly
important since it has high oxygen and chemical demands and is also
toxic to fish.

         Nitrite Nitrogen is the oxidation product of ammonia.  It
has a fairly low oxygen demand and is rapidly converted to nitrate.
The presence of nitrite nitrogen usually indicates that active
decomposition is taking place.

         Nitrate Nitrogen is important since it is the end product
in the aerobic decomposition of nitrogenous matter.  Nitrogen in
this form is readily available to plants.

         Turbidity is the measure of the clarity of a water sample.
It is expressed in Jackson Standard Units which are related to the
scattering and absorption of light by the water sample.

         Color is determined by visual comparison of a sample with
known concentrations of colored solutions and is expressed in
standard units of color.  Certain waste discharges may turn water
to colors which cannot be defined by this method; in such cases,
the color is expressed qualitatively rather than numerically.

         Specific Conductance yields a measure of a water sample's
capacity to convey an electric current.  It is dependent on tempera-
ture and the concentration of ionized substances in the water.
Distilled water exhibits specific conductance of 0.5 to 2.0 micromhos
per centimeter while natural waters show values from 50 to 500
micromhos per centimeter.

         Alkalinity in a water is a measure of its capacity to
neutralize acids.  The alkalinity of natural waters is due primarily
to the salts of weak acids, although weak or strong bases may also
contribute.  Bicarbonates represent the major form of alkalinity,
since they are formed in considerable amounts from the action of
carbon dioxide upon basic materials in the soil.
                               78

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         Under certain conditions, natural waters may contain
appreciable amounts of carbonate and hydroxide alkalinity.   This
condition is particularly true in surface waters where algae are
flourishing. ' The algae remove carbon dioxide, free and combined,
from the water to such an extent that pH values of 9 to 10 are
often obtained.  The alkalinity in natural waters is caused by
three major classes of materials; hydroxides, carbonates, and
bicarbonates.  The alkalinity of a water has little sanitary
significance but highly alkaline waters are usually unpalatable.
Sudden increases in alkalinity often indicate algae blooms, a change
in geology or introduction of chemically treated waters.  High con-
centrations of alkalinity, hardness and sulfates cause additional
water quality problems which often require specific treatment be-
fore the water can be economically used.

         Temperature changes often induce secondary effects in a
waterbody.  Higher temperatures mean lower dissolved oxygen concen-
trations.  Temperature changes induce ecological disruptions if the
change is significant.  The subject of thermal pollution is presently
a controversial issue between ecologists and industrialists.

         The above parameters are measured in most water quality
surveys.  Other constitutents such as metals or radioactivity are
measured in areas when particular problems are known to exist.
Microscopic examinations are conducted on most surveys to measure
the amount of algae and other microorganisms present.  Additional
samples of the river bottom are usually collected in order to
determine the types of deposits present.  Decomposition of organic
suspended matter which settles to the bottom will exert an oxygen
demand on the water.

         Two types of samples are collected for analysis: grab and
composite.  A grab sample is an instantaneous sample collected to
show conditions at a particular time.  Composite samples are
collected over a period of time at specific intervals, giving a
better picture of the overall water quality situation for the time
covered.

         Due to the limited amount of available analagous data, the
tributaries are discussed primarily in terms of six parameters;
BOD, DO temperature, coliforms, solids, and alkalinity.  When
other parameters become important and some data is available on the
river in question, the parameter will be discussed in the narrative
portion of the reconnaissance.
                               79

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7.1  The Westfield River Basin

         From the Berkshire Hills to the Connecticut River, the
Westfield River Basin covers an area of 517 square miles.  Much
of this area is mountainous, and therefore sparsely populated.
Most of the basin's population is concentrated in the south-
eastern corner in the municipalities of Agawam, Holyoke, Westfield,
and West Springfield.  Total population of the basin is about
100,000.

         The Westfield River begins in Savoy at a point over
2,000 feet above sea level.  Flowing southeast, the river falls
1,000 feet in the first 14 miles.  It is joined in Huntington by
the Middle and West Branches.  The slope of the river gradually
decreases below this point as it nears the flood plain of the
Connecticut River.  In Westfield, the river is joined by the
Little River.  Since there is another tributary stream in Huntington
with the same name; this one is referred to as the Westfield Little
River.

         After leaving Westfield, the river forms the town line be-
tween West Springfield and Agawam for ten miles before joining the
Connecticut River.  Three dams are located in this reach.  A USGS
gage is located 8.4 miles above the mouth of Westfield.  Average
flow here is 929 cubic feet per second while the seven day, 1-in-
10 year low flow is 99 cfs.

         The Middle Branch of the Westfield River begins in the
Town of Peru and flows 18 miles to join the Main Branch  27.7 miles
above its mouth.  This stream falls 1,250 feet in its course.
Average flow at the Huntington USGS gage  (0.4 miles above the mouth
of the Middle Branch) is 102 cfs.  Average flow in the Main Branch
at the gage located two miles above the confluence is 317 cfs.

         In Becket, the West Branch of the Westfield River is formed
by the confluence of Depot and Yokum Brooks.  This branch flows
17.5 miles through Becket, Middlefield, and Chester, falling 840 feet
before joining the Main Branch in Huntington, 25.5 miles above its
mouth.  At the USGS gage in Huntington, 1.5 miles above  the confluence
with the Main Branch, the average flow is 181 cfs.  This branch is
parallelled closely for much of its length by U.S. Route 20, which
also follows the Main Branch from the confluence of the  two to West
Springfield.  Most of the older roads in  this part of the state were
built along rivers as these were the easiest routes between the
mountains.
                               80

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          The Westfield  Little  River  begins  at  the  outlet  to
 Cobble Mountain  Reservoir  in Blandford.   This  reservoir provides
 water for the City  of Springfield.   From  the outlet,  the  river
 flows 13  miles through  Russell and Westfield to join  the  Westfield
 River.

          Major industries  in the basin include the manufacture  of
 paper and abrasives.  The  three villages  in the Town  of Russell
 are each  built around a paper  mill.  Other  mills are  located  in
 Westfield and West  Springfield.  Abrasives  manufacture takes
 place in  Chester, along the West Branch,  and in Westfield.  These
 are "wet" industries and result in waste  discharges to the rivers.

          Recreation is  becoming increasingly important to the
 economy of the region.  As the nearby Springfield  Metropolitan
 Area grows, more and more people look to  the Westfield Valley for
 camping,  fishing, boating, and swimming.  Water Resources are,
 therefore, vitally  important to the  area.

          The  water  quality data used for  this  reconnaissance  was
 collected in  the Summer of 1965 by the Massachusetts  Department of
 Public Health, as part  of a major study of  the Connecticut River
 Basin.  All of the  data obtained from surveys on the  Westfield
 River will be used  in the development of  a  mathematical model for
 the Westfield  River, which will provide the basis  for the Final
 Basin Plan for the  control of  water  pollution  in the Westfield
 River Basin.

          Map  7.1 shows  the sampling  stations used  for this survey.
 It also indicates the water quality  classifications established
 for the Westfield River Basin.   With one  exception, the entire
 river basin is classified either A or B,  the exception being a C
 classification on the lower portion  of the  Little River.

          Graphs 7.1 (a-f) indicate the changes in selected water
 quality parameters as one travels up the Main,  Middle and West
 Branches  of the Westfield River.  Dissolved oxygen appears to be
 above the limits of 5 mg/1 established for  the A and B classifica-
 tions except  immediately below  the confluence of the Little River.
 The lower dissolved oxygen indicates the  influence of the pollution
 load carried by the Little River.   Temperature varies 8°C during
 the River survey, but this can be explained primarily by  the fact
 that some stations were sampled only during June and this would
 account for the lower temperatures recorded.  Alkalinity within
 the basin appeared to be fairly constant.    There was some increase
after Station 11 which accounts for the increased industrial dis-
 charges in the greater West Springfield area and the influence of
 the Little River which enters the  Westfield between Stations 16
                               83

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oo


c
Q)
00
o
U)
01
         Station  Numbers


          18   17C  17B    17A
 figure 7.la

WESTFIELD RIVER

Dissolved Oxygen
                                                                         	Q-  July, 1965

                                                                                    Sept., 1965
                                                                                    Sampling Dates
         River Miles
                                                  84

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0)
I-l
c,
£
0)
H
           Station Numbers
       30.C
       25.C
       20.C
       15.C'
       10.C
18 17C 17B _ 17A _ 17
                                           11 10
 8  7
—i  i
                                                                                    53
                                   1
                                                                                     Sampling Dates

                                                                                     June,  1965

                                                                            --O--  July,  1965

                                                                            • •©• •  Sept.,  1965
                                                                 Middle Branch
            figure 7.lb

          WESTFIELD  RIVER

          Temperature °C
                                                                           West Branch
                                   10
                                  15
20
                                                                      25
                                                                      30
                                  35
           River Miles
                                              85

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         Station Numbers
         18  17C 17B
17  1611 10
                                                      8  7
                                      5 3
    30.0
    25.0
00
8
    20.0
    15.0
              figure 7.1c
             WESTFIELD RIVER
             Alkalinity mg/1
        0            5
        River Miles
                                                 To"
                                                                                Sampling Dates

                                                                               June, 1965
                                                                           -  July, 1965

                                                                                     ' 1965
                                                                        Point on
                                                                        Middle Branch
 Ul
 T)
 O
 C/3

 T3
 OJ
 T3

 0)
 Q.
 CO
 3
 t/3
 O
 H
        Station Numbers

         18  17C 17B
                   17A   17   16
                                11
      20
1C
               8 7
                                                  5 3
25


T 	 1 	 1 	 1 	 1 	 1 	 I—
figure 7. Id
/ \ Suspended Solids
/ V
\
\
\
\
Sampling Dates
A
__£) 	 July, 1965
..VTL.. Sept., 1965
        0

        River Miles
                         10
15
                        20
25
30
                                                  86

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         Station Numbers
          18
             17C 17B
17A  17   16 11 10
8  7
5321
      7.C
      6.C
                                                  I   \
                                                    Sampling Dates

                                                    June, 1965
                                           __A._  July, 1965
                                           ....£>..  Sept., 1965
                                                                             figure 7.1e
                                                                           WESTFIELD RIVER
                                                                             BOD
00
Q
O
       i.o-
          0
          River  Miles
                                               87

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        Station  Numbers


           18  17C 17B    17A
                            17 1611 10
                8  7
                           5 3  2
     10'
                                                                                figure  7.If

                                                                              WESTFIELD RIVER

                                                                                 Coliforms
c
rt
a)


o
•H
|J f-H
u e
a)
6 O
•o o
Q) ,-H
O ~~
o
o
10
     10
     10'
     10J
     10
                               Sampling Dates



                               June, 1965

                               July, 1965
                                                                       Middle Branch
       ,0'
        0            5

        River Miles
                            10
15
20
25
30
35
                                                  88

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and 17.  Alkalinity measurements in the lower Little River
were 10-15 mg/1 greater than those measured in the upper Main
Branch of the Westfield above Station 11.  The suspended
solids concentration shows a significant peak at Station 17B.
The concentration although not very high, does indicate the
influence of urbanization and industrialization in this reach
of the river.

         The three peaks indicated in the BOD graph might indicate
the presence of particular nearby discharges.  The peak at Station
17C indicates the effects of the urbanized area of West Springfield.
The peak at Station 16 could indicate the effects of the Westfield,
Massachusetts' sewage treatment plant and the series of stormwater
outfalls present in the town.  The peak at Station 9 could indicate
the effects of the Strathmore Paper Company, the Woronoco treatment
plant, and other industries recorded by BSFW* and in Appendix D of
the Comprehensive Report.  In all instances, the parameters not only
show the effects of local discharges, but also carry residual loads
from further upstream discharges.

         In all sampling stations on the Westfield River, except
at Station 1, 4, 5 and 7, class B standards are violated in respect
to coliform counts.  Stations 16 though 18 had tremendous coliform
counts indicating the effects of the urban development in Westfield,
Agawam and West Springfield.  These coliform concentrations reflect
influxes of domestic effluent and urban runoff.  By 1977, the
adopted classification standards will have to be met through the
installation of advanced waste treatment.

         On the whole, the Westfield River appears to have a rela-
tively good water quality.  Hopefully, with advanced treatment
practices, the class C portion of the Little River will be upgraded.

7.2  The Deerfield River Basin

         The Deerfield River begins in southwestern Vermont and flows
in a generally southward direction, entering Massachusetts at the
Rowe-Monroe town line. It flows southwest to the Town of Florida,
then turns east through Savoy, Charlemont, and Buckland to Shelburne.
There it turns southeast, flowing through Conway to Deerfield where
it turns northeast, joining the Connecticut River at the Deerfield-
Greenfield town line.  Major tributaries include the Green and North
Rivers which begin in Vermont and join the Deerfield in Greenfield
and Shelburne, respectively.
*Bureau of Sport Fisheries and Wildlife; new U.S. Fish and Wildlife
   Service
                                89

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         The Deerfield drains an area of 664 square miles
(424,960 acres) of which about 380 are in Massachusetts.  The
Massachusetts portion contains an estimated population of
32,500.  The total length of the river is 73 miles of which 46
miles is in Massachusetts.  Average flow at the USGS gage in
West Deerfield for the period from 1940 to 1957 was 1,221 cubic
feet per second.  The seven day low flow with a ten-year
frequency for this gage is 110 cfs.

         A nuclear power plant located just below the state line
in Rowe uses the Deerfield for cooling water.  A paper company
in Monroe and a steel products manufacturer discharge industrial
wastes into the Deerfield.  Domestic sewage from the Towns of
Monroe, Charlemont, and Deerfield enter the Deerfield while wastes
from Colrain, Shelburne, and Buckland are discharged to the North
River.  Another tributary of the Deerfield - the South River -
receives wastes from the Towns of Ashfield and Conway.  A private
institution discharges domestic wastes to the Deerfield in the
Town of Deerfield.  The Town of Greenfield operates a  sewage
treatment plant which provides primary treatment.  The plant
effluent is discharged to the Green River, half a mile above its
confluence with the Deerfield.

         The State of Massachusetts performed a sampling survey on
those portions of the Deerfield and its tributaries within its
boundaries in 1965.  The existing data on the Vermont sections of
the Deerfield and its tributaries is of 1950's vintage and for the
purpose of this section, is considered obsolete.  Map 7.2 shows
the location of the Deerfield River sampling stations used in the
reconnaissance.

         Graphs 7.2  (a-f) show how selected parameter values change
as one travels up the tributary.  The average flow during the
study was about 500 cfs.

         According to the graphs, dissolved oxygen remained well
above the class B limits of 5 mg/1 at all points sampled on the
Deerfield.  Coliform counts, however, violated class B standards
at all sampling stations except 11 and 12.  Sharp increases in
BOD, alkalinity, suspended solids and coliforms occurred after
Station 15.  This is due primarily to the influence of the Green
River.

         There are only four sections of the Deerfield River Basin
in Massachusetts that are classified other than B.  These sections
indicated on the map, are the lower portion of the Deerfield after
the confluence of the Green River, the lower portion of the Green
River, the lower portion of the North River, and a section of the
                                90

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    Station Numbers
      22
           16
          —i—
         15
        —i—
 14
—i—
                                                                    13
                                                        12
                                                                                                   11
10.0
 9.0
oo

0
O
0
 5.0
                                                                                            figure 7.2a
                                                                                          DEERFIELD RIVER
                                                                                         Dissolved Oxygen
                                                            .0- . .
                                                                            Sampling  Dates


                                                                    •	;  7/20-7/21/1965

                                                                	0	'•  7/22-7/23/1965

                                                                            8/17/1965

                                                                            8/19-8/20/1965
     05

     River Miles
10
15
—i—

 20
    25
                                                30
                                                35
                                                                                                   40
                                                  45

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        Station Numbers
          22
                                          16
15
     13
12
11
o
o
O
u
     10"
        . O--.
    10
    10-
                                                 ..•O'
        ..-o
                                                                                              figure 7.2b
                                                                                            DEERFIELD RIVER
                                                                                            Coliforms  mg/1
                                                                                             -o-
                                                 Sampling Dates

                                                 7/20-7/21/1965
                                                 7/22-7/23/1965
                                                 8/17/1965
                                                 8/19-8/20/1965
                               10
                                          15
  20
25
                                                                             30
                                    35
       River Miles

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      Station Numbers
         22
16
15
                      14     13
                                             12
                                                           11
    3.0
    2.5
    2.0
00

o
§   1-5
    l.C
                                                                                             figure 7.2c
                                                                                           DEERFIELD RIVER
                                                                                                   mg/1
                                                   o-
                                                                     •o
                                     Sampling Dates

                                     7/20-7/21/1965
                                     7/22-7/23/1965
                                     8/17/1965
                                     8/19-8/20/1965
                                           15
              20
                                                                 25
                           30
                                                                                         35
        River Miles

-------
       Station Numbers
         22
            16
15
    13
12
 11
—r
  30.0
  25.0
  20.0
E
X
< 15.0
  10.0
   5.0
                                                                              Sampling Dates

                                                                              7/20-7/21/1965
                                                                              7/22-7/23/1965
                                                                              8/17/1965
                                                                              8/19-8/20/1965
                                                                                                     figure 7.2d
                                                                                                   DEERFIELD RIVER
                                                                                                   Alkalinity mg/1
                                                                                          	o
      0           5
      River Miles
10
            15
   20
25
                                                30
                                      35
               40
                                               45

-------
Station Numbers
                                                                                                figure 7.2e
                                                                                              DEERFIELD RIVER
                                                                                           Total Suspended Solids
                                                                                                    mg/1
                                                            	-O-	   7/22-7/23/1965
                                                                        8/17/1965
                                                                        8/19-8/20/1965
            1
River Miles

-------
       Station Numbers
          22
            16
            -I—
                                                   15
                13
                                                                                      12
11
  25.0
  20.0
01
o.
E
ID
  15.0
  10.0
   5.0
                            •o-
             Sampling Dates

             7/20-7/21/1965
             7/22-7/23/1965
             8/17/1965
             8/19-8/20/1965
                                                                                                    figure 7.?f
                                                                                                  DEERFIELD RIVER
                                                                                                  Temperature °C
                                                                                                      o
       0           5
       River MLles
10
            15
20
                                    25
                                                30
                                    35
                                                            45

-------
 PAGE NOT
AVAILABLE
DIGITALLY

-------
 Deerfield near Monroe.  These lower classifications are due to
 discharges occurring in these areas.  The Greenfield River Treat-
 ment plant mentioned earlier discharges 3.2 MGD of domestic
 primary effluent to the Green River; the Deerfield Glassine
 Company, the paper company at Monroe, releases 4.6 MGD of effluent
 at Monroe Bridge, and the North River is subject to .85 MGD of
 textile effluent from the Kendall Fibre Products Division Treatment
 Plant.   These major discharges plus the others mentioned in
 Appendix D" of the Comprehensive Study and the Bureau of Sport
 Fisheries and Wildlife Section all combine to tax the stream's
 natural assimilative capacity.

          Data recorded on the North River and Green River indicate
 that effluent discharges are severly taxing the streams'-waste
 carrying capacity.   Samples taken on the North River indicate
 significantly higher concentrations of BOD,  suspended solids,  COD,
 and alkalinity were found.   However, the dissolved oxygen concentra-
 tions were much lower than those found on the Deerfield.   The pH
 value recorded at the station on the North River was the highest
 recorded in the survey being 9.25,  while the overall average for
 the entire tributary system was  around 7.0.   The North River
 sampling station also recorded the  highest levels of BOD,  COD
 and alkalinity.   The Green River exhibited high concentrations in
 BOD,  suspended solids,  COD,  coliforms and alkalinity with the
 concentrations of suspended  solids  and coliforms being the highest
 recorded for  the entire tributary system.  The  Green River also
 recorded the  lowest  average  dissolved oxygen concentrations with
 the minimum concentration  being  less than 1  mg/1.

          Finally, map  7.2  indicates  the  Vermont  classifications
 for those portions of  the  Green,  North and Deerfield  Rivers in the
 State of  Vermont.  However,  there is no  recent data  available  to
 explain  the classifications.

          With  the standards'  compliance  goal  in  1977,  it is expected
 that many of the  reaches now  in violation of  their classifications
will be upgraded  to meet presently proposed  standards.

 7.3  The  Whetstone Brook Basin

          Whetstone Brook is a small  tributary entering the  Connecticut
River at  the Town of Brattleboro, Vermont.  It originates above
Hidden Lake in Marlboro, Vermont  and  flows 11 miles to its  confluence
with the  Connecticut.  The watershed  covers 28 square miles of  17,900
acres.  Whetstone Brook has three main tributaries entering it;
Halladay Brook, Ames Hill Brook, and the stream coming from the
Pleasant Valley Reservoir.  There are two small dams in Brattleboro.
The flow for the Whetstone varies with elevation.  At 1,330 feet
the flow is 3 cfs; at 540 feet it is 5 cfs; and in Halladay Brook at
680 feet the flow is estimated to be 8 cfs.

                                 101

-------
    Station Numbers
10.(
 7.5
5.0
2.5
                     figure 7.3a
                   WHETSTONE BROOK
                   Dissolved Oxygen
                                                        «••
-------
         Station Numbers
oo
6

Q
o
PQ
     5.0
     4.0
     3.0
     2.0
     1.0
  figure 7.3b

WHETSTONE BROOK

     BOD
                                                         Sampling Dates


                                                         7/16/1962

                                               —O--   7/23/1962

                                               ..,£>...   7/25/1962
         o          i.o


         River Miles
                 2.0
3.0
4.0
5.0
6.0
                                           103

-------
            Station Numbers
oo
g
       240

       220
       200  -
       180  -
       160  -
       140  -
       120  -
       100  -
        80  -
        60  -
        40
        20
                                        Saiapling Dates

                                        7/16/1962
                                        7/23/1962
                                        7/25/1962
                                                                figure 7.3c
                                                             WHETSTONE BROOK
                                                                Total Solids
           0          1.0
           River Miles
2.0
3.0
4.0
5.0
6.0
                                         104

-------
           Station Numbers
to
•o
o
oo
0)
T3

0)
a
co
D
c/o
     10.0 •
      9.0 i
      8.0 •
      7.0
                                                                         Sampling Dates
                                         7/16/1962

                               	•	7/23/1962

                                         7/25/1962
                                    figure 7.3d

                                 WHETSTONE BROOK

                                 Suspended Solids
         0          1.0


         River Miles
2.0
3.0
4.0
5.0
                                      105

-------
         Station Numbers
(fl
M
...   7/25/1962
         0          1.0

         River Miles
                          2.0
                    3.0
4.0
5.0
6.0
                                            106

-------
          Station Numbers
o
14-1
•H
i—I
O
u
       10
       10-
       10
       10
                             figure 7.3f

                           WHETSTONE BROOK

                             MPN Coliforms
          0           1.0

          River Miles
2.0
3.0
                              --O--
                           Sampling Dates


                           7/16/1962

                           7/23/1962

                           7/25/1962
4.0
5.0
6.0
                                              107

-------
         The Whetstone supplies no significant floodwater con-
tribution to the Connecticut River.  However, its mountain
stream flashflood character does pose localized flood problems
for the Town of Brattleboro.

         The State of Vermont has only four sampling stations
on the Whetstone.  These are indicated on Map 7.3  Graphs 7.3 (a-f)
indicate the changes in water quality as one moves from the populous
areas of Brattleboro and West Brattleboro to the western mountainous
areas.

         The dissolved oxygen concentration for Whetstone Brook
was always above the class A, Type I limit set by the State of
Vermont.  This limit requires 7 mg,/l D.O. near spawning areas.
This is significant because the Whetstone is considered to have
a high potential value as a trout stream.

         The BOD is very low in the rural areas of the stream, but
the effects of Brattleboro are illustrated by the significant
increase in BOD at Station 1.  The total and suspended solids con-
centrations vary and little correlation can be observed.  Temperature
is fairly constant, but the coliform concentrations generally
exhibit lower concentrations at Station 4 with significantly higher
concentrations closer to Station 1.  The discrepancies in the July 25th
sampling are not readily explainable.  In no case does the coliform
count meet the class B standards since greater than 500 coliforms
per 100 ml is exceeded at every station sampled at least once.
Only at Station 4 is the possibility of meeting class C standards
possible, and this depends on what percentage of the coliforms
measured is fecal.

         The Whetstone offers a good example of the effect that
population centers can have on streams.  Significant differences
in most of the parameters can be noted between the upstream stations
and those stations occurring after West Brattleboro.  The high con-
centrations in coliform MPN along the entire river can be due to
animal; i.e., cattle contamination or contamination from houses
and trailer parks along the brook.  However, a significant increase
in coliform concentration does occur after passage through West
Brattleboro.

         The significant rise occurring after West Brattleboro in
BOD, solids, coliforms and turbidity (not shown) indicates the
presence of a significant effluent discharge at West Brattleboro.
Since there is no treatment plant or major industries in West
Brattleboro, it is assumed that this may be an untreated domestic
discharge.  With the enforcement of the 1972 Amendments, it is
expected that this peak will be significantly reduced.
                               108

-------
         The entire Whetstone Brook is presently classified B
 standard except in the Pleasant Valley Reservoir which is
 classified A.  By 1977, all standards will have to be met.
 This means that a treatment plant may be required at West
 Brattleboro.  However, Vermont standards require that a stretch
 of river below any treatment plant discharge be reclassified as
 C, to allow a bacterial safety zone, whenever a treatment plant
 is established.

 7.4  The White River Basin

         The White River, with a drainage area of about 712 square
miles all in Vermont, rises on the northeast slope of Battell
Mountain in the Town of Ripton, Vermont, and flows east five miles
 to Granville, then south 19 miles through Hancock and Rochester
 to Stockbridge where it turns and follows a northeasterly course
nine miles to Bethel.  It then flows easterly seven miles to
 South Royalton and finally southeasterly 18 miles through the
villages of Sharon and Hartford, to its confluence with the
Connecticut River at White River Junction, Vermont.  This river
has a total length of about 58 miles, and a total fall of about
 2,170 feet oi: which 1,600 feet are in its upper nine miles.  The
 three principal tributaries of the White River are the First,
 Second and Third Branches, which are described below:

         (1)  The First Branch rises in the southwestern part of
 the Town of Washington and flows in a southerly direction for a
distance of 21 miles to its confluence with the White River at
 South Royalton.   It has a total fall of about 880 feet and a
drainage area of 103 square miles.

         (2)  The Second Branch rises above Staples Pond in the
Town of Williamstown and flows southerly 25 miles to its mouth at
the White River at North Royalton.  It has a total fall of about
430 feet and a drainage area of 73 square miles.

         (3)  The Third Branch rises in Roxbury and flows in a
southeasterly direction about 26 miles to join the White River at
Bethel.  It has a drainage area of 136 miles and a total fall of
about 470 feet.

         Map 7.4 indicates some of the sampling points established
by Vermont and used to develop a water quality reconnaissance.

         As of July,  1971, all waters of the White River were
classified B.  However, under the new standards revisions, any
water immediately below a treatment plant will be reclassified C
for a sufficient length to provide a bacterial safety zone for
public health.
                                109

-------
         Graphs 7.4 (a-d) illustrate the trends exhibited in
several water quality parameters as one travels up the mainstem.
The information regarding the parameters was synthesized from
the data taken on the White River in 1964.

         The dissolved oxygen profile of the White River at all
points measured was always above 7.0 mg/1.  This DO level meets
the specifications established for a Type I water which sustains
natural populations of brook trout, salmon, rainbow trout, and
brown trout.  The depressions at Stations 2, 3, 17 and 33 indicate
the possible presence of some discharges which place a demand on
the streams dissolved oxygen.  Stations 2 and 3 show the effect
of West Hartford.  The depression at Station 17 could indicate
the effects of the domestic wastes from Bethel and the depression
at Station 33 could show the effects of the wood waste effluent
entering the river around Granville.  In spite of these waste load
demands, the dissolved oxygen concentration always remained
about 7.0, as was previously noted.

         Upon examining the BOD profile for the White River, one
finds a minimal BOD. However, in most instances, the peaks in the
BOD curve generally coincide with the depressions in the DO curve.
The high concentration of dissolved oxygen along with the minimal
influence of the BOD suggests a high rate of reaeration.  This is
affirmed by the numerous stretches of white water in the White
River.  The same effects are exhibited in the Passumpsic River and
Whetstone Brook.

         The alkalinity concentrations, although not applied or
illustrated, exhibit a very interesting trend.  Prior to the main-
stem's confluence with the Third Branch, the alkalinity appears to
be relatively stable at low concentrations.  With the contributions
of higher alkaline waters from the three main branches, the
alkalinity profile trends upward reflecting the effects of the
three branches' contributions.  The mainstem of the White River
after the confluences of the three branches tends to stabilize at
a higher concentration, thus reflecting the influence of the
tributaries.  The reason for these high alkalinity contributions
is primarily due to geologic terrain.  The three branches flow from
a region underlain by some metamorphosed limestone deposits prin-
cipally in the Waits River formation.  This would account for the
higher alkalinity concentrations.  The presence of metamorphosed
limestone or marble and the leaching effects of the tributaries
is also indicated by the high calcium ion concentrations recorded
for the tributaries by the State of Vermont.

         The temperature profile for the White River exhibits a
natural trend.   The high elevated headwaters are colder than the
                               110

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 PAGE NOT
AVAILABLE
DIGITALLY

-------
    Stat ion  /lumbers
10.
 3.C
                                           It,    15    16     17  20A
 7.
 6.
 5.
     Q
                       figure  7.4a
                       WHITE RIVER
                    Dissolved  Oxygen
                                                                            --0--
Sampling Dates

6/29-7/1/1964
7/6-7/10/1964
7/13/-7/17/1964
7/20-7/22/1964
    0            5

    River  Miles
                            10
                                        15
                                                    20
                                                                25
                                                                           30
                                                                                       35
                                                                                                   40
                                                                                                               45
                                                                                                                            50
                                                                                                                                        55

-------
    Station Numbers
      12          34
                                        14   15
                           16
           17  20A
          —I	
                                                                20
                                                                             23
                                                                          25  29     30
                          32    33 34
3.0
2.5
2.0
1.5
1.0
                 figure 7.4b

                 WHITE RIVER

                  BOD mg/1
                                   --0-.
                                   —©—
                                   ••••©•-
                       Sampling Dates


                       6/29-7/1/1964

                       7/6-7/10/1964

                       7/13-7/17/1964

                       7/20-7/22/1964
                                        A
 .5
                                                                                                   *    \
                                                                                             . • • ->'0
                                                          ....-o----'-^
                                                         \  .
                                                         « .
                                                          » .
    -0-0'
                                                                                                '^O
   0          5

   River Miles
10
           15
20
           25
                                             30
                                  35
—r~
 40
                                                                              45
                                                                                         50
                                                                                                      55

-------
       Station Numbers
                     3  4
                               7    8
                                    14   15    16
                                    -I	1	T
                                                            17   20A
                                                                  20
                                                                               23
                                                                                                   25   29    30
                                                                                                                      32  33  34
     30
     25
0)
U
3
J->
to
o.

OJ
H
     20
     15
     10
.0°	Q....-O-...	/-
                                                                                                          figure 7.4c
                                                                                                          WHITE RIVER
                                                                                                         Temperature °C
                                                     -€>- —

                                                      -0-
                                                      Sampling Dates


                                                      6/29-7/1/64
                                                      7/6-7/10/1964
                                                      7/13-7/17/1964

                                                      7/20-7/22/1964
       0          5

       River Miles
                            10
                               —I—
                                15
                                                  20
25
                                                                       30
                                                                                  35
                                                                                              40
                                                                                                         45
                                                                                                                    50
                                                                  55

-------
       Station Numbers
         1  2
                                              14
                                                    15
                                                          16
                                                    17
20A
                                                                        20
 23
—i—
                                                                                                24
                                                                                                25  29
                                                                                                                       30
                                                                                                                   32    33
    10J
    10
    10J
o
u
    10'
 figure 7.4d
 WHITE RIVER
Coliforms MPI!
                                                    Sampling Dates

                                                    6/29-7/1/1964
                                                    7/6-7/10/1964
                                                    7/13-7/17/1964
                                                    7/20-7/22/1964
       -0-1
                              10
                                         15
                                                                                                                              50
            Mllos

-------
                Table 7.4-1
Data on Three Eranches of the White River
SAMPLE STATION
First Branch
1-1



Second Branch
2-1



Third Branch
3-1



RIVER MILES ABOVE
INTERSECTION WITH
WHITE RIVER DATE

.5 6/29
7/6
7/13
7/20

1.0 6/29
7/6
7/13
7/20

.5 6/29
7/6
7/13
7/20
PARAMETERS MEASURED
SAMPLED

- 7/1/64
- 10/64
- 17/64 •
- 22/64

- 7/1/64
- 10/64
- 17/64
- 22/64

- 7/1/64
- 10/64
- 17/64
- 22/64
DISSOLVED
OXYGEN me/1

9.15
9.60
8.95


8.60
8.95
9.40


8.75
7.60
8.80
9.50
BOD
ng/1

.9
1.0
5.7


.7
.95
.6


.75
1.95
1.3
0.75
TEMP.
°C

24.0
21.0
20.0


23.0
21.0
22.0


21.0
23.4
20.8
21.2
COLIFORMS
KPN

1,000
4,000
43,000


200
900
800


17,000
19,000
16,000


-------
water in the lower reaches of the river.  The temperature profile
exhibits a rising trend as one proceeds from the headwaters to
the confluence.

         The coliform profile shows sporadic fluctuations which coin-
cide in most cases with town locations and hence town discharges.
Station 1 indicates the presence of municipal wastes from Hartford
and White River Junction.  The generally high concentrations of
coliforms shows the influence of domestic wastes from West Hartford,
Sharon, South Royalton, Royalton, North Royalton, Bethel and
Rochester.  The sharp decrease present after Station 20 indicates
the absence of any nearby upstream developments.  The effects of
discharges from Rochester are felt through Station 29.  The
effects of the wood wastes and other discharges from Granville
are experienced at Station 33.  Other than the local peak at
Station 33, the coliform trend seems to decline above the Town of
Rochester.

         Table 7.4-1 indicates the data gathered for the three
branches of the White River.  The high number of coliforms reported
on the First, Second and Third Branches were due to discharges from
the Towns of Chelsea and Tunbridge, East Randolph and Randolph, and
Bethel, respectively.

         At the present time, most of the sample stations record
concentrations greater than 1000/100 ml and, hence, fail to meet
even C-coliform standards.  This is due to the general absence of
treatment plants on the White River System, with the exception of
the Town of Randolph on the Third Branch, which limits its treat-
ment to primary and chlorination.  However, there are treatment plants
presently proposed and under construction.  With the installation of
these plants and the commitment to the  1977 treatment deadlines,
these coliform counts should decline.

7.5  The Ammonoosuc River Basin

         The Ammonoosuc River rises in  the Lake of the Clouds on
the western slope of Mount Washington in Sargents Purchase, New
Hampshire, and flows in a westerly direction for about 21 miles
to Bethlehem Junction, then northwesterly and westerly 13 miles to
Littleton, and then southwesterly 22 miles, through Lisbon and Bath,
to its  confluence with the Connecticut  River at Woodsville, New
Hampshire.  It has a drainage area of 402 square miles,  all in New
Hampshire, and a total fall of 4,560  feet in its length  of 56 miles.
Two  important  tributaries of  the Ammonoosuc River are the Gale and
the Wild Ammonoosuc Rivers.   The Gale River is  formed by the conflu'-
ence of the North and  South Branches  of the Gale River in the Town
of Bethlehem and flows in a general westerly direction 13 miles  to
                                118

-------
 PAGE NOT
AVAILABLE
DIGITALLY

-------
join the Amnonoosuc River at Barrett.  This tributary has a
drainage area of 91 square miles and a total fall of about
653 feet.  The Wild Amnonoosuc River originates at Beaver Pond
in Woodstock and flows northwesterly about 15 miles to its
mouth at the Ammonoosuc River at Bath.  It has a drainage area
of 58 square miles and a total fall of 1,380 feet.

         The State of New Hampshire has classified the Ammonoosuc
River as class B with some upper portions of its tributaries
being class A.  Map 7.5 illustrates the classifications adopted
and also, indicates the state sampling locations which were used
for the water quality reconnaissance.

         Due to the lack of any recent surveys done on the
Ammonoosuc, the data used for the reconnaissance had to be com-
piled from the data taken on the river in 1966.  Graphs 7.5 (a-d)
indicate what data was available for the survey.  On the whole,
the information was limited to only a few parameters and it is
recognized that a more updated sampling program with more consider-
ation being given to other parameters would definitely enhance
a water quality sketch of the basin.

         Four principle parameters were analyzed; dissolved oxygen,
temperature, pH, and coliforms.  The lowest dissolved oxygen con-
centration observed was 6.4 which resulted in 70% saturation
reading at Station 3.  This was the lowest value recorded and the
dissolved oxygen concentration violated the class B standards.
Accordingly, the saturation limit is not to be less than 75%.
Saturation levels between 70% and 75% were recorded occasionally
at Stations 1 and 5, also.

         The general decline in temperature recorded as one travels
up the Ammonoosuc, indicates the transition from a larger river to
a mountain stream.  The lower temperature in the headwaters is
indicative of the higher elevations and the lower ambient air
temperatures where the river originates.

         The pH displays a peculiar peak around 15 to 25 miles
above the Connecticut River confluence.  However, this peak is a
result of old data and the condition no longer exists.  The effects
of the now abandoned portion of the Littleton Treatment Plant are
recorded in this peak.  Prior to 1968, the Littleton Treatment
Plan handled separately the tanning wastes from a local plant.  The
treatment requires raising the pH to neutralize the acidic effluent
usually associated with tanning wastes.  Since the time of sampling,
the tanning process has ceased and that part of the plant has been
abandoned.  The plant now releases only domestic wastes at a pH
around 7.1.  The pH of the river is now within the normal range.
                                    121

-------
10.5.-
10.0
 9.5
 9.0
Station Numbers 13

T S 7 9 10 ii^''* \ 14 15 161718 20 21 22 23 2425 26 27 29
- — . 	 . — • 	 • 	 1 — i 	 0 (T)\ 	 1 	 1 — n — i i 	 1 	 1 	 1 	 n 	 1 	 1 i
 7.1
  6.5
  6.C
  5.C
                                                                --0--
                                               Sampling Dates

                                               8/1/1966
                                               8/3-8/5/1966
                                               8/19-8/24/1966
                                                                        figure  7.5a
                                                                      AMMONOOSUC  RIVER
                                                                      Dissolved Oxygen
    0            5
    River  Miles
10
15
20
25
30
35
45
50

-------
    V)
    a;
    0)

    O£>
^_1   <1J
ro   0

w   0)
    at
    DL

    HI
   H
          Station Numbers
                  3  5
                                     9  10    11     13   14   15161718
                                    20  21
                                  22
                                                      23
                                              2425   26 27
                                                                         29
        25
        20
        15
        10
                                                                                                           figure  7.5b

                                                                                                       AMMONOOSUC RIVER

                                                                                                         Temperature
             Sampling Dates


             8/1/1966
             8/3-8/5/1966

             8/19-8/24/1966
                                  10
15
20
                                                                       25
                                     30
                                                                                               35
                                                                                                                       —i-

                                                                                                                        45
                                                                                      50
           River Miles

-------
Station Numbers
        35    7
                                                  15   17
                         9 10     1.1    13   14     . L.6.  . 8
                                                                            21    22
                                                                                             •.25
                                                                                                    -2£-
9.0'

8.5


8.0


7.5


7.0


6.5


6.0


5.5


5.0
                                                	©--
                                                           Sampling Dates

                                                           8/1/1966
                                                           8/3-8/5/1966
                                                           8/19-8/24/1966
                                                                       —r-
                                                                        30
                                                                                             figure 7.5c
                                                                                           AMMONOOSUC RIVER
                                                                                                 PH
0          5
River Miles
                           10
                                       15
                                                20
25
                                                                                       35
                                                                                                 AO
                                                                                                             45
                                                                                                                            50

-------
Station Numbers
1 3 5 7 9 10 11 £ J? 15161718 20 21 22 23 2425 26 27 29
105


10*










10


1^1 , . , ypf ~\ ' " '
'\ // \ \
i\ // \\
i \ Q p • ® \ y?
^ iX^i / / ^
'•• ''hi 1 \
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1 1 « »\ / A
i • « '' V/ /&\
o — 4>< a v |j ^-f\ f^l

^^^^-^ ^ / L /
?^~ ^—^ ; / te—o /
/ \ /
i / \ /
\ /
Sampling Dates \ /
r H
•— -^ P / 1 / n A d
^^^^ Of I/ J.7OO
--.Q 	 8/3-8/5/1966
•— O— 8/19-8/24/1966

figure 7.5d
AMMONOOSUC RIVER
ColiEorms
MPN/100 ml





5 f

/

^^\__^*^




0           5
River Miles
10
15
20
25
30
35
                                                                                                50

-------
         The coliform concentrations exceed class B standards at
all stations except Station 25.  The high coliform concentrations
are indicative of the lack of treatment at Bethlehem, Lisbon, etc.
With the exception of Littleton, which has only primary treatment,
there is no other significant treatment of wastes in this area.
However, with the new amendments and guidelines, there are treat-
ment plants designed and being constructed in some of these other
towns.

         It is noted that the higher coliform concentrations
recorded upstream are attributed to a local resort hotel which has
a subsurface disposal system that leaches into the river.

7.6  The Passumpsic River Basin

         The Passumpsic River is formed by the confluence of its
east and west branches in the Town of Lyndon, Vermont, and flows
in a southwesterly direction to Lyndonville.  From this point, it
follows a southerly course through St. Johnsbury and Passumpsic to
its confluence with the Connecticut River at East Barnet.  The
mainstem has a total length of approximately 23 miles, a total fall
of about 230 feet, and a drainage area of 507 square miles, all in
Vermont.  The Moose River, the Passumpsic's main tributary, rises in
the Town of East Haven and flows in a southerly direction to
Concord and then westerly to its confluence with the Passumpsic
River at St. Johnsbury, Vermont, a total distance of about 25 miles.
It drains an area of 127 square miles and has a total fall of about
1230 feet, of which 770 feet are in its upper 14 miles.  The West
Branch  of the Passumpsic drains an additional 66 square miles and
adds an additional 16 miles in length, while the East Branch drains
an additional 80 square miles and adds an additional 18 miles in
length.  The West Branch falls about 1500 feet and the East Branch
falls about 1400 feet.

         Map 7.6 indicates the sampling points established by Vermont
and used to develop a water quality reconnaissance of the Passumpsic
River Basin.  As of July 1, 1971, all waters of the Passumpsic River
were classified B.  However, under the new standards revisions, any
water immediately below a treatment plant will be reclassified C
for a sufficient length to provide a bacterial safety zone for
public  health.

         Graphs  7.6(a-g) illustrate the trends exhibited in several
water quality parameters as one  travels up the mainstem.  The
information regarding  the parameters was  synthesized from the data
taken on the Passumpsic during  1961.
                            126

-------
 PAGE NOT
AVAILABLE
DIGITALLY

-------
        Station Numbers



           12        A
     10.
                                                                                        12
                                                                                                  15 15A  16
     9.5
     9.0
  00
  e

  c
  a)
  00

I- X1
NjO
VO
>
I—I
o

as
•H
a
     8.C -
     7.5
                                           ©
      .( -
                     figure 7.6a

                  PASSUMPSIC  RIVER

                  Dissolved Oxygen
                                                                Sampling Dates



                                                                6/20-6/22/1961

                                                                6/28-6/29/1961

                                                                7/1/1961

                                                                8/18/1961
                                                                                                       ©
        0         2.5

        River Miles
                             5.0
7.5
                                                     10.0
                        12.5
                                                                             15.0
17.5
20.0
                                                                                                                   22.5

-------
         Station Numbers
                                                                                      12
                                                                                                        16
     3.0
Q
O
03
     2.0
     1.0
                  figure  7.6b
               PASSUMPSIC RIVER
                   BOD  mg/1
                                                   Sampling Dates

                                                   6/20-6/22/1961
                                                   6/28-6/29/1961
                                                   7/7/1961
                                                   8/18/1961
                                                                                         2100 rag/1
                                                                                       3 13.8 mg/1
                                                                                        \
o-..
	r—
 17.5
        o
        River Miles
      2.5
5.0
7.5
10.0
12.5
15.0
20.0
22.5

-------
        Station Numbers
     250
                                                                                        12
                                                                                              15
                                                                                                     15A
                                                                 16
g,


CO
•o
o
CO
o
H
     200
150
100
      50
                                  Sampling Date


                                  6/20-6/22/1961
                                                                                               figure  7.6c

                                                                                           PAS SUMPS1C RIVER

                                                                                             Total Solids
        0           2.5

        River Miles
                          5.0
7.5
10.0
            12.5
15.0
17.5
20.0
22.5

-------
        Station Numbers
          1    2
                                                                                         12
                                                                                              15
                                                                                                      15A
                                                                             16
00
a

CO
o
in
4)


1
o.
CO
3
to
     100
      80
      60
40
      20
Sampling Date



6/21-6/22/1961
                                                                                                 figure 7.6d

                                                                                              PASSUMPSIC RIVER

                                                                                              Suspended Solids
        0          2.5



        River Miles
                        —I—

                         5.0
            7.5
10.0
12.5
15.0
17.5
20.0
22.5

-------
    Station Numbers
                                                                                   12
                                                                       15
                                                                                                15A
                                                                16
1001""1     r
 80
 60
 40
 20
                                                                                             figure 7.6e
                                                                                          PASSUMPSIC RIVER
                                                                                           Alkalinity mg/1
Sampling Date

6/20-6/22/1961
              —I—
              2.5
   5.0
7.5
10.0
12.5
15.0
17.5
                                                                           20.0
                                                                        22.5
    River Miles

-------
       Station Numbers
          1   2
   20.0
o
3
0)
ex
   19.0 -
   18.0 -
17.0


16.0


15.0


14.0


13.0


12.0


11.0


10.0
           6
            r
                                                                                   12
                                                                                                  1515A  16
                       figure 7.6f
                    PASSUMPSIC RIVER
                    Temperature °C
                                                                                                      *24°C
                •©'
                                               Sampling Dates

                                               6/20/1961
                                               6/28/1961
                                               7/7/1961
                                               7/18/1961
         0         2.5

        River Miles
5.0
                                        7.5
10.0
12.5
                                                15.0
                                                                                          17.5
                                                                                                   20.0
                                                            22.5

-------
         Station  Numbers
     105
     10'
E
O
3    10:
     LO2
     10
                      figure 7.6g
                   PASSUMPSIC RIVER
                    Coliforms MPN
           Sampling Dates

           6/20-G/22/1961
           6/28-6/29/L961
           7/7/1961
           8/18/1961
        Uivcr Miles
                              5.0
7.'5
TTF
                                                 '. 5
                                                                                                     20.0

-------
         The dissolved oxygen at all points measured on  the main-
stem was above 7.0 except at Station 15a where a value of  6.7 ppm
was recorded.  7.0 complies with the specifications established
for Type I water which sustains natural populations of brook trout,
salmon, rainbow trout and brown trout.  The two significant depres-
sions in the DO curve between Stations 5 and 6 and at 15a  show the
effects of discharges from St. Johnsbury and Lyndonville.  Sample
15a, for example, was taken at a sewer outfall from the  Lyndonville
Cooperative Creamery (subsequently closed).

         The BOD curve illustrates more graphically, the effects of
discharges from St. Johnsbury, the Sleepers River and Lyndonville.
Station 6 located just below St. Johnsbury shows a rise  in the BOD.
The BOD is generally assimilated by the stream and remains low,
however.  Stations 15 and 15a show the high BOD load discharged to
the Passumpsic at Lyndonville.  It is not until Station  12, about
2.5 miles downstream and above Lyndon, that the BOD load from
Lyndonville is effectively assimilated.  This is indicated by the
lower BOD concentration values at Stations 7, 8, 12 and  16.

         Total solids concentration remains relatively constant but
the suspended solids shows a sharp rise again at Station 15.

         The alkalinity peak at Station 6 shows the influence of
the Sleepers River.  The alkalinity recorded in the Sleepers River
was relatively high.   This might be a consequence of the previous
discharges along the river.   Since this data was recorded, the
sanitary discharges on the Sleepers River have been eliminated.
The alkalinity concentrations seem to rise slightly, as the river
passes through the more developed areas.

         The temperature profile is generally constant as the river
flows to the lower elevations away from the headwaters.   The one
anomaly occurs around Station 15a.   This  is probably due to elevated
temperatures of wash of other wastewaters discharged from the
creamery.

         The coliform MPN shows several peaks.   These peaks occur
at the stations around Lyndonville and below St.  Johnsbury.  The
Sleepers River also contributes coliforms to Station 6 and below.
The only treatment plant previously in operation was located at
St. Johnsbury.   This  plant was destroyed  by the summer floods in
1973.   However, with the elimination of most sanitary discharges
on the Sleepers River,  with the installation of treatment plants
already planned,  and  with the closing of  the creamery,  these concen-
trations will decline.   In no case during the sampling period did
these stations meet the presently established B standards for coli-
forms (and possibly not even C standards) , but compliance with the
1972 Amendments should  be responsible for the elimination of this
situation.
                                   136

-------
                            GLOSSARY
Buffering capacity - a measure of a solution's resistance to
changes in pH values when acids or bases are added to or formed
within the solution.  The resistance is provided by substances
in the solution called buffers.

Correlation coefficient - the co-variance of 2 parameters divided
by the square root of the product of the 2 parameters' variances.

Epilimnion - the upper layer of warm water in a thermally stratified
lake, containing more oxygen than the lower layers.

Euphotic zone - the upper most portion of a body of water into which
light enters to a degree sufficient for photosynthesis and the
consequent growth of plants.

Eutrophication - "nutrient enrichment" - a natural aging process
which involves an increase in the biologic productivity of a body
of water as a result of nurtient enrichment from natural sources.
Man's influence has accelerated the process by allowing excessive
amounts of nutrients to enter an aquatic ecosystem.  This is known
as "cultural eutrophication."

Heterotrophic activity - the activity of organisms who obtain food
from organic material only.  These organisms are unable to use
inorganic matter to form proteins and carbohydrates.

Hypolimnion - the lower-most non-circulating layer of cold water in
a thermally stratified lake, usually deficient in oxygen.

Pedology - the scientific study of soils.

Regression coefficient - the slope of the regression line.

Thermocline - a layer of water between the warmer, surface zone and
the colder, deep-water zone in a thermally stratified body of water,
in which the temperature decreases rapidly with depth, usually at
least 1°C with each meter of increased depth.  Also referred to as
the metalimnion.

Trophogenic - of or relating to or being the upper level of a lake
in which inorganic matter is converted to organic matter through
photosynthetic activity.

Tropholytic - of or relating to or being the deeper part of a lake
in which dissimilation of organic matter tends to predominate.
                                     137

-------
Preface to Appendix A,B.
             Discussion of Flow Regressions Performed for Connecticut
                            River Supplemental Study

        These water quality analyses were undertaken as part of the broader
Connecticut River Supplemental Study.  In particular, consideration was
given to the available water quality data at 3 monitoring stations along
the Connecticut (namely Wilder, Northfield and Enfield), with the primary
purpose being to determine whether there is any relationship between flow
and various water quality parameters, and to characterize such relation-
ships that may exist.

        With this goal in mind, it is clear that any dealings with the data
must be of an exploratory nature.  The investigations attempt to uncover
patterns in certain parameters at particular flow levels, as well as pre-
senting a means for comparing patterns among flow levels, among parameters,
among stations, and describing any interactions between these factors.

        More specifically, all available flow data along with all water
quality measurements made in a given time period at these stations was
compiled in two parts:  one for the low flow period of July-September and
the other for the high flow period of March-May.  The data for each
station within each flow category (i.e. high or low) was then further
subcategorized by flow — the main criteria for subdivision being that
each group include sufficient data for analyses.

        The object then, was to provide some means of summarizing the
various relationships between each flow group and each parameter for which
there was sufficient data available.  For this purpose a linear regression
analysis was performed ifl each possible case with flow being the independent
variable and the various water quality indicators being the dependent
variables.

        The output is  in  the following order:

                             Parameter 1        Parameter 2        Parameter 3

     Enfield       High Flow   Group  1           Group  1             etc.
                                  "2              "2
                                  "3              "3
                                  11    4              "4
                                  "5              "5
                   Low Flow       "6              "6
                                  "7              "7
                                  11    8              "8

     Northfield    High Flow      "    9               etc.
                                  "    10
                                  "    U
                                  11    12
                   Low Flow       ii    13
                                      14
                                  11    15

                                    A-B-1

-------
The total number of analyses performed is as follows:

                      Enfield  5 high flow groups
                               3 low  flow groups

Sufficient data in all 12 parameters in all 8 groups - total of 96.

                  Northfield   4 high flow groups
                               3 low  flow groups

Sufficient data in all 12 parameters in all 7 groups - total of 8A.

                     Wilder    2 high flow groups
                               2 low  flow groups

Much missing data - thus allowing only approximately 1/2 the otherwise
possible number of analyses.

        It is now possible to determine which of the pairs of flow and
parameter exhibit a significant linear relationship.  Once this is completed,
one can investigate whether the significant relationships are unique to a
particular flow region, a particular station, some parameter, or some
interaction of these.  In addition, the type of relationship in each case
is characterized by the given regression equation so that it is possible to
determine whether the type of relationships are the same for any noted
pattern of significant results, i.e., direct or inverse and how strong
the relationship as measured by the slope  (or correlation coefficient) of
the fitted line.
NOTE:  During analysis, the only changes made in the original data was
editing (1) to prepare data for HMD* package program and (2) to reorder
the data points so the regressions were printed in the desired order.

*BMD program - Biomedical Programs edited by W.J. Dixon, University of
California Publications and Automatic Computations No. 2.  University of
California Press, Berkeley, 1971.
                                  A-B-2

-------
                  TABLE OF GROUP NUMBER CODES

Group   1
        2
        3            High flow groups
        4           (In decreasing order)
        5	]	             Enfield
        3
        7            Low flow groups
                  (decreasing flow order)
Group
Group
9
10
11
12
13
14
15
16
17
High
Low
High
flows
Northfield
flows
flows
Wilder
                       Low  flows
NOTE:  High flow and low flow groups are subcategorized by  flow
       level, in decreasing order.
                      PARAMETER CODES

Parameter

        1                          Temperature   o^-.
        2                          DO            mg/1
        3                          BOD             "
        4                          COD             "
        5                          pH              -
        6                          alkalinity    mg/1
        7                          solids          "
        8                          NH3-N2          "
        9                          phosphates      "
       10                          hardness
       11                          sulfates
       12                          chlorides       "

The analyses were also performed in Ib/day (except for
temperature and pH).  The results as expected are some-
what different, as the transformation from concentrations
to loadings induces an artificial relation with flow.
                           A-B-3

-------
Interpretation of Computer Outputs


        This discussion is intended as an aid in interpreting the submitted
computer outputs.

        In each case, one fits the linear regression model  Yi. = <*+>*£+®£.
(where the errors are assumed independently and normally distributed)
and one is given the regression equation i = ax+b

        Where 'b1 is the estimated value of the intercept;
              'a' is the estimated value of the slope or regression
              coefficient; and one predicts values of the parameter (Y)
              simply by plugging values of flow (X) into the equation.

        Other summary statistics included in the computer output are the
X and Y means and the correlation coefficient for X and Y.

        One is interested in the significance of the linear relationship
between X and Y, as measured by the correlation coefficient, or nearly
equivalently the regression coefficient.  In either case, one tests the
hypothesis Ho: B=0 (population regression coefficient = 0. which generally
indicates that population correlation coefficient = 0, which in turn
indicates no linear relationship between the 2 parameters).  If based on the
appropriate test statistic, one can reject this hypothesis  (with rf iow
probability  c<  that one is falsely rejecting this hypothesis - i.e.
it is actually true) then there is exhibited a significant relationship.
The appropriate test statistic is 'F' - compare F value of computer
output with the table values for the appropriate degrees of freedom
and reject hypothesis Ho if F observed is greater than F table.
Analysis and Results

        The status (significance or non-significance) of the various
regressions were determined in accordance with the F test just described.
The results are summarized in tabular form for both clarity and visual
appeal.  (See Table P-I)

        In particular, let
        '0' represent no significant relationship - i.e.
            any observed correlation is attributable to random
            variation.
        '!' represent significant direct relationship (i.e. positive slope)
        '2' represent significant inverse relationship  (i.e. negative slope)

        The tests were computed at the .05 level of significance.  That  is,
if the analysis were repeated 100 times, then 5 of the  100 times we would
falsely Claim significance.  In fact, in performing approximately 200
analyses, approximately 10 claims of significance can expect to be false.
                                   A-B-4

-------
                                   TABLE P-I
Group
Parameter
mg/1
"1
2
3
4
5
6
7
8
9
10
11
12
Enfield Northfield Wilder
High flow Low flow
12345
20000
10000
00000
00000
00000
20002
00001
00000
00000
2 0.' 000
00000
00000
678
000
000
022
002
000
200
201
000
000
220
002
000
High flow Low flow
9 10 11 12
0000
0020
1200
0010
0 1 0 00
0012
0 0 ''0 0
0000
0000
0000
0000
0 00 0 0
13 14 15
000
000
000
000
000
000
000
000
000
000
000
000
Hicrh flow Low flow
16 17
-
-
-
-
0
0 1
0 0
n *
-
0 0
0 0
0 0
18 19
-
-
-
-
-
0 0
0 0
-
-
0 0
1 0
0 0
'-'   represents  insufficient  data for  analysis
'O1   represents  no  significant  relationship  between  flow and  parameter
'!'   direct  relationship  -  positive  correlation
'2'   inverse relationship - negative correlation
   - .05

-------
        In light of this, Table P-I indicates that one must conclude,
based on the data, that there cannot be claimed any real relationships
between flow and the parameters, and no real trends in any station or
flow group.

        It is worth pointing out that the data has been compiled from many
sources and that therefore "real" relations may be obscured by poor data.
Thus a correlation of say -.4 which is not significant, may well be
significant if the inappropriate data points were eliminated or more
data was added to the existing body of information.

        On the other hand, statistical significance of a certain claim
need not imply practical importance.  In other words, even if the
hypothesis of no relation is rejected in the light of a sample correlation
of -.4, what is the implication of this event?

        This question is best handled by considering the square of the
correlation coefficient; r2=.16 in this case.  r2 is a measure of the
proportion of variation in a parameter that may be explained by the
parameter's relation to flow.

        Clearly the statement that 16% of the variation in BOD is related
to flow and 84% is related to other factors cannot be of much benefit in
practice.

        The next step in the analysis is to pool the data in the sub-
categories of low flow and of high flow at each station for each parameter.
The purpose of this is to determine whether there is any relation that
might have been obscured by lack of information in the subgroup, which might
appear in the major category.  For instance, if the subgroups relate in
any one of the following manners, then the relationship in the total
group could be significant whereas most of the subgroup relations are not.

         (a)	Group 1                   (c)   	v
             	Group 2                        "~	
              	Group 3                           ' ~
               	Group 4                            	
                	Group 5

(b)  _                            (d)\       if  non-significant
                                       x      mild trend obtains
                                          N   in  several groups
                                           v  then overall trend
                                                  be significant.
                         \
i.e. in (a), (b), (c) there may be no strong relations within groups, but the
trend between groups may be strong enough to produce overall linear significance.
                                   A-B-6

-------
        The results of this pooled analysis appear in Table P-II.  It
is worth noting that a correlation of -.4 which was not significant in
the subgroups is now significant, as the mass of pooled data is
sufficient evidence for claiming that the trend is not attributable to
random variation.

        Nevertheless, the significant relations are weak, the
correlations mild, and the results must be considered from a practical
point of view.  In other words, the significant correlations are
generally between  I.3J and 1.5J (most often between -.3 and -.5) which
indicates that from 10% to 25% of variation of the parameters is ex-
plained by variation in flow.  At best, based on the present data one
may say that under low flow and high flow,the concentrations generally
have an inverse linear relationship to flow, which is most dramatic
at Enfield during low flow.  However, neither group at any station
is of much use for predicting parameter concentrations under certain
flow conditions, as the variables are never very highly correlated, and
so most of the variation in the parameters must be due to other factors.
                                    k-B-7

-------
                                    TABLE P-II  Relationships Determined by Linear Regression
                                                Analysis for Concentrations
Parameter
Temperature
Dissolved Oxygen
BOD
COD
PH
Alkalinity
Solids
NH3-N2
Phosphates
Hardness
Sulf ates
Chlorides
ENFIELD
High Flow Low Flow
of =.10
2 r =-.-22
o< =.01
1 r =.51
c< =.025
2 r = -;32
0
0
c<=.01
2 r —.74
0
0
oC =.05
2 r =-.28
oC =.01
2 r =-.80
0
2?=^9
0
0
«C .01
2 r =-.5?
«<. =.UI
2 r = -.46
0
of. =.01
2 r =-,41
<* =.05
2 r =-.33

-------
  APPENDIX  A






 Linear Regressions Comparing




Stream Flow to Concentrations




   for Various Parameters

-------
                                                         PLOT  or  oysEK/to
                                                                                      to vALots.
                                      -U.OOO                6.000               12.000               18.000               2 «
             nsoo.ooo
                                                U    P
                                                      P          JO
                                         0             P   U
                                                      P   y
                              9                        P  o
                                            - o     o   P     o
                                                      OP         0
                                                        P U
                                         0      •         P
                                     0             0    PPO
                                                         P       0
                                                         POO
                                     0                    P
                                  00            P
                                         0                 ^
                                     00          0       P
                              000                  P
                              —00--                      P
                           0                                P
                                                                                            00
                                                                                       oo
                                                                                                         D-pprnirTFO Y
                                                                                                                                     36000.000
                                                                                                                                     aesoo.ooo
                                                                                                                                     21000.000
                                                                                                                                     13500.000
                                                                                                                                      6000.000
                            	ts.oon—          	*.ooo               12.000          .     la.ooo               2*1.000
                           -3.^00                J.OUO                9.000               lb.000               21.000
                SCALE EXTflv)S «VO*     -•».bn?0 TU    2S.SOf;0
                                                                   Y - T&TERATURE ("O

-------
                                                PLOT OF OBSERVED AND PREUldtD VALUES.
                            18.000               21.000              24.000              27.000               30.000
              	t6-.5flO	IViSOtf              22.bOO              fcS.500              28.500
                ....+....«....»....»....»....»....»....*....»....»....«....»....»....*....»....»....»....*....»....•.
   • 2*000.OOfr-*	                                                                                          »   25000.000
          ._..BFIELD-U3WFLOW    	

              • THfEROTUPE                         o                 p                                                 *
    22500.000 *                                                         .                                              »    22500.000

                                                                                        ...              58
-------
                                               PLOT or OBSEKVED  AND  PWEDICIEO VALUES.
                           7.000                *.000               ll.OUO               13.000               15.000
         	6.0t»f>	         — BiOOtJ -             10.000               12.000               14,000
  73500.900
        .000
               ENFIELD - HIGH FLOW
               DISSOLVED
               CONCENTRATION
                                        35862. 58065
             .  INTE°CEPT (» VALUE)...—
  5R500.000 *
           -'.  CORRELATION C0£f......      0.50669
   SlOOn.OOO »   VALUE

                 20.72432
        .001
   3*000.000 »-
        .000
   21000.000
   13500.000

                                               0  P
                                                 P

                                               PH  O
                                     J      .   P
                                            0 P
                                       0     P
                                            P      O
                                      O    PP
                                                                   P 0
                                                              0  KP
                                                         0
	0-           00    P
               000             f
             0                       POO
               ooo             PP
	             0           PK  0
 00                          P              00
	    P      0       0
       0                         PP             0
    6000.000
                            ,-f-^f,	      -V.OOO               ll.OCO            .   13.000                15..000
                                      b.OOO               lO.yOO               12.000               14.000
G'»AP^ SCALF ?
                  ft. 000
                 N^S  f OH    -5.6"00 TO     15.600"
0 P

H

0 P
OP
P. 0 0
P 0
) P

' 0


0
0
0 0
0
0
0
o
0
0


73500.000

66000.000

58500.000



51000.000

43500.000
36000.000

28500.000


21000.000

13500.000


6000.000
                                                      Y - DISSOLVED OXYGES (n«/l)

-------
                                                        PLOT OF oesEKVEo AND PREDICTED VALUES.
01
3.750 5.250

25000.000 •- pjFjpi f) _ mij PfiJ
• DISSOUO OXVGEN p
O^erftrt nnn >. ^WlwCJilRrtl iUll
ccSQQ.QC ,
	 	 ^_ 	 . .t. . 	 . * . 	
•XMfAN..... 5861 * 250 00

• *

* COMPEL * T ION CQEF» • . • . • **0« 04*76*" "
17500.000 *
F
-JSOOO.OOO-* 0.04749
0
• GPAPH COOFS
3 IJ^OO.OOO ». 0=03SFRVEO Y
, . PaPSFDICTED Y - . P
H .
P
10000.000-*- . • p
. OOP
7500.000 * OOP
0 00 HO
00 H
. 0 OP
0 OP
2600.000 » p
P
— --- — — ft n t • 	 	 .-

	 3v>*o 	 : 	 	 -&.250
6.750 8.250 9.7
7.500 9.000
o


...
I
0
0
0
0 0
o o
0
0 0
0 O 	 •
0 0
o o o o
00 0
00 • v
00
0


SO
• - 25000.000
22500.000
- 20000.000 —
17500.000
1SOOO.OOO
12500.000
10000.000 •
7500.000
— 5000.000 —
2500.000


o.o -
*.750 8.250 9.7*0 	 	
                                                   4.500
        6<»APH SCALE EXTENDS  FHOM	?.3?50 VO -   9.B250
           6.000

i - Disso'.m orant
7.SOO
                    9.000

-------
                                           PLOT OF OBSEHVEO AMO pREOicito VAtuts.
                          1.500               3.000               4.600               6.000
               -Ov?50	— 2.250--             J.750               5.250                6.750
                                                                                                           7.500
                             P  0
73SOO.OOO
66000.000 *
5*500.000 *
                            OP
                                                                                                            BOD
                                                                                                            OMHTCATION
                                   p    o
                                                                                        XMFAM	
                                                                                        YMEAN.....—

                                                                                        INTF.°CEPT  (A'VALUE)...

                                                                                        C09«?bATION CO^F	
              2f>OAO. 65574  .
                  2.791*0  •

                  3.3«7f>9  •

                 -O.JlVll  .
                                                                                                                     73500.000
                                                                                                                     66000.000
                                                                                                                     58500.000
>
cr>
51000.000 *
                           -o-  -.—   P
43^00.000

                                       OP
3*000.OO1)-* -
2BSOO.OOO *
                  — O —
21000.000 *
 nsoo. oon  *
                                        .	   p
                                            0         BP
                                      0                P
                                          0     0     OPP
                                	1-.Q— 0	P -
                                  0                0     P°
                                      o                 OP
                                          0              P *
                                               00         P      0
                                                   0      H
                                          	,	0 -     3  •
                                          o         o      a
                                                   000       P
                                                   0      OOP
                                _	o -—      OPP   0
                                                             P   0

                                                           0  P
                                                        0
                                                        000
                                                        o-
  F
VALUE

 6.60V27      '

      GRAPH COOFS

                 Y
                                                                                                                 »   51000.000
                                                                                                                     43500.000
                                                                                                                      36000.000
                                                                                                                      26500.000
  6000.00"
                                                                                                                      21000.000
                                                                                                                      13500.000
                                                                                                                  *     6000.000
                 0.7SO
    SCALE-flTFMOS F»OM  -  - 0.3000  TO     T.eOOO
                                         	—-3.000               4.SOO           •    6.000                7.500
                                     2.250               3.750               S.ZSO               6.750
                                                   Y - BOD («8/l)

-------
r
                                                       PLOT OF OBSERVED AND PREU1CTEO VALUES.
                       -1.500               1.500               4.500               7.500
                      	0.000	            3.000               6.000
                                                                                                                 10.500
                                                                                                        9.000
            25000.OOP—*—
                                                                                                   BFIELD - LOW FLOW
                                                                                                   BOD
                                                                                                   OMBirRsnoN
                                                                                                                                 25000.00ft -
                                                                                         XMEAN.* • • •
                                                                                                                  SV03.01687
                                                                                INTERCEPT (A^VALUEI..

                                                                                CORRELATION COF.F. r. . .
                                                                                                                   ~  s. 72276

                                                                                                                  - -0.56741
             17SOO.OOO »
r.  15000.000 *'
fi
fj  _   —
                                                                                         F
                                                                                       VALUE

                                                                                       2B.S6420
                                                                                                                  Y
          i
          x
             I'SOO.OOO
                                                              P   0
             10000.000  »—
              T^OO.OOO
         	5000.000  »
              ?-500.000
                                                               OP
                                                        HP 0
                                                0        PB
                                              ---- o __ o     PM
                                              0      Q     pp
                                                 0    0     H 0   0
                                                 • 00  0     P 0
                                                  O   0       P     0  U        O
                                                         00   OfP   0      0
                                                              0 H 0 0
                                                           0  0  POO   0
                                                         0      OP        O  0      O
                                                    0      0  0 0  P   00
                                                        0        0 PP'   0       0
                                                                    Pf>            0

                                                                       t>      0
                                                                                                                                 22500.000
                                                                                                                                 20000.000	
                                                                                                                                 15000.000
                                                                                                                                 12500.000
                                                                                                                                 10000.000
                                                                                                                                  7500.000
                                                                                                                                  5000.000
                                                                                                                                  2500.000
           	Orfl
                                                                                                                                      0.0
                                                                           .bOO
                       -3.00ft              -0.000
                SCALE EUTFNDS F*0» 	3.1500 TO    11.B500
                                                                3.000
                                                                                    6.000
                                                                                              7.500
                                                                                                                 10.500 --
                                                                                                        9.000
                                                               T - BOD (•«/!)

-------
                                                        PLOT OF OBSERVED AND  PREDICTED VALUES.
00


7*5000.000-
67SOO.OOO
i

ftOOOQ.OOO


5?500.000


PN
x 37^00.000
30000*000

??? 00 • 0 00



7*00.000

•


4.000 12.000 20.000 28.000 36.000
•tf.OOO — 8.000 16.000 24.000 32.000
^ ENFIELD - HIGH FLOW * 75000-000
; COD
ONCBirRATIOfl I 6750o.Vo"
P 0 XMFAN 	 24942. 03390 •
Y«FAN 	 1-S.2H475
. INTERCEPT < A VALUE! ..V" 16.8VO«S * 60000.000
o
0 0
•0- P C09TLATION CQPP .^'. .'. i~ — -O.llttA'a •
P • 52500.000
F
P 0 • VALUE
0.8)114 ' * 45000.000
0 P
.OP * 37500.000
OP 0
,y PO ' 0
""-,'" ° p ORAfH COOES * 30000.000
0 80

OP * 22500.000
PO 0 0 .
P 0
0 P 0 0
0 tJ U 0 .
0 OHO- » - 15000.000
0 0 P 0 0
HP 0 0 00 .
, . , f\ o /,
0 P 0 • * 7500.000
• •
•
+ 0.0
	 4-.000 	 •-— — 12.000 20.000 PH.nnfi tfc.nnn . . —
               SCALE eXTF.NOS FKOl  	S.^OOO  TO     30.4000
                                                                Y - COD

-------
                               -0.000
                                               PLOT  OF  OBSEKVEO INO pwtuicTED VALUES.

                                                                        20.000
                                                   10.000
                                          5*000-              lb.000
                                                                                            30.000              40.000
                                                                                  25.005              35.000
  215COO.OOO
  22*09.000 »
                                                                                                    BFIELD - LOW FLOW*
                                                                                                                     •
                                                                                                    OB
                                                                                                    cofjcemwrioN     •
                                                                                                                        25ooo.ooo
                                                                                                                        22500.000
•  20000. ooo~»	-'-
  17500.000 •
                                                                               XMFAN	
                                                                                       ...                 20.73607  »- 20000.000	

                                                                                INTERCEPT  (A  VALUE);.'.    30.37743  •

                                                                                COR&TLATION COEF..;...	-0.46AOS  I
                                                                                                                        17500.000
 i
x
                                                                                               F
                                                                                             VALUE

                                                                                             16.J9179
                                                                                                                    *    15000.000
. 10000.000
  7<500.000
                                   0


                                   0
                                 — o
                                    0
                                   00
                                                          OP
                                      COOES

                                           Y  — -
                                          3 Y        •
                                8=08SFi?vrr5=P9tOTCTEO *
                                                                                                                    *    12500.000
                                   0
  P500.000
 PP     O                  O
   P                       o
    P P    .          ...
      HP  0
       HP   00   0 O   0
         PP         O 0
           *>P           00
             PH 0 0     0        0
              ft>0       0      o
          0     PP  0 0 0
          0      PPP        o      00
U 0   ,      0      Ptj       o              0
                    ttP         0         -  0
 	                PH               0

                         P       0
                                                                                                                   «    10000.000
                                                                                                                        7500.000
                                                                                                                   *    5000.000	
                                                                                                              - <   •
                                                                                                               0   »
                                                                                                                        2500.000
                                                                                                                           0.0
                   	•o-.-ooo—       	10.000              *o,ooo
    SCALE- EXTENDS F«OM	^>»»5(>00 TO -  40.5000
                                                        T - COD (ag/1)
                                                                                                    35.000

-------
                                               PLOT OF OBSEHVED AND  PREDICTED VALUES.
                            6.A50                6.750                f.OSO
                           	6.600                6.900                7.200
                                                                                             7.350
                                                                                                                  7.650
                                                                                                       7.500
         -• .  YME&N...;,
73SOO.OOO »
        	T INTERCEPT
                                       26040.'
                                         - 6.91967
                                                                      'p
B'FIELD - HIGH FLOW I
PH
6^000.000
            ".  COP°FL»T ION ' COFT • •...


                        F.
             i -----  VALUE

                       0.90V41
                                           0.123P1
                                                                                                                           73500.000
                                                                                                                         66000.000
58500.000 * I
••".• GRAPH COrjF"? . u
P 0 -
P 0
51000*000 * Q=O^SERV£D=pPEr)tCTEO —
_:-. 0: p
> "
| . O * ' m
0 P
P
p °
3M>00. 00*-*- HP 0 0
• O H
-;~ o o
ZB-ioi.ooo « o ° |; . ° .
OP 0
OP 0
• o
•?iooo.ooo »-
	 • - - ft o u
0 POO
6 0 0
13SOO.OOO » ^ o Pp 0
: ~ ~o o o . o P o o
• . o o
— — ^000*^00 *

	 t, -,5ft 	 	 fc.T'-f, /.05>0 '-350
» 58500.00
•
•
» 51000.000
•
•
•
• 43500.000
•
•
•
•
* 36000. OOO--
*
•
•
•
* Z8SOO.OOO
•
•
* 2100S.COO
•
• ' '
•
* 13500.000
0 . .
•
6000.000
*
*
7.6SO
fiflAPH SCALf FXTFMOS F->0»+-  -ft.l«»bO TO      7.6
-------
            6.450
                                6.750
    PLOT  OF OBSERVED AND PREDICTED VALUES.


          7.050               7.350               7.650
-tr.900               7.200               7.500            -   7.800
  Z«5000.000-«
            . BFIELD - LOW FLOW

            I pH
  22500.000
                                                                              XMEAN	
                                                                                                              7.950
                                                                                                                »   35000.000
                                                                                                                    22500.000
                                                             5861.25000 •
                                                                7.
                                                                                                  --— - 7.16^7 *   20000.000-


                                                                                                        -O.Oiblh .
   17500.000
                                                f
                                              VALUE
-J  l^OOO.OOO-*
v
o
                                               0.04245



                                                   G9APM conrs
, IdlUU.UU'"
X
•
•
10000.000—*
•
o
— 	 -< — • — •••' — -~ • ~ • • "
7500.000 *
	 _., . 	 --n
- *
•
•
	 5000.«00~* 	 0 0--
o

•
o
?500.00" »
•

0

'

-- 0 0
0 • 0
0 0
0 0
o
0
- 0
0

0 P
p
0 P
P . 0
OP 0
P 0
H - O
P 0
P 00
p o
0 P
OHO 0
Pn . .._..-- 	 -- — 	 	 - 	 0 - — • —
OP °
0 H 0 0 0
H 0 0
OHO 0
P 0
P 0
                                                                                                                     17500.000
                                                                                                                     15000.000
                                                                                                                 *    12500.00
                                                                                                                     10000.000
                                                                                                                      7500.000
                                                                                                                      5000.000	
                                                                                                                      2500.000
                                                                                                                         C.O
               ....«....»	*	»....*....*—*—*••••*•••;*;::	*•";*!«"**'"*""*"" ?%5o	
               ^c.-	—«, 1.T5Q	'•—  7.050—	       —-T.3bO               7.6bO               r.»,
               **^                                           7.20C   '            f.SOO               »»«00
                       6.SCO              6.900
      SC*LE-EATFN05-FRO*	fr.*500  TO     V.V500

-------
                        9.000
             -6-OCf> -      —12.000
                                                       PLOT  OF OBSERVED AND PkElHCltO VALUtS.


                                                    IS.000               21.000              27.000
                                                              18.000              24.000
                                                                                                         33.000

             AFIELD - HIGH FUN p
             'CONCENTRATION
                                      OP
                                                                                                                          73500.000
                                                                                 X^EA*.
                                                                                 YME4N.
                                                                                  INTERCEPT i»
                                                                                                                          66000.000
                                                                                              COFF.
  5*500.000
                                                                                                            F
                                                                                                          VALUE
                                                                                                                          58500.000
'I
H
to
   51000.000  «	
                                        	P O	
                                          0   P
                                             0    P
 1  3*000.OOP-*
x
                                                               P   0
                                                             0  P
                                                                 P        0


                                                                0  H
                                                                0   P
                                                                0    P    0
   ?A?00.000
                                           0      0
                                                                                                                          S1000.000
                                                                                                          »M GOOFS-

                                                                                                       OstHSFPvFn -y
                                                                                                                      »    43500.000
                                                                                                                      •   36000.000
                                                                                                                          Z8500.000
   21000.000
                                                                                                                      »   aiooo.ooo
   13C5(>0-000
                                                                       O      OPH       0
                                                                       O        CPU     0
                                                                           0   .0  i-8
                                                                           o   b   PH o      o
                                                                              OP        a     o
                                                                             PP
    6000.000
                                                                                                    o
                                                                                                    0
                                                                                                                      *   13500.000
                                                                                                                           6000.000
                         y-.fffjV--            -15.000              21.000.              27.000               33.000
                                  12.QUO              18.000               24.000              30.000
              6.000
      SCALE EXTENDS Ff»0«      5.7«00  TO  . 3b.7000
                                                       Y - AUCALIHITT (m«/l)

-------
                                                       PLOT  OF  OBSERVED AND PREDICTED VALUES.

                                   "itUOOo"             Z*-000               30.000              36.000              42-000
                                   _^Il!!	gl-.OOO	          27.000              33.000              39.000

                       *....	*	*	H™"IU inTniM *   25000.000
            2sooo.oon --»—                                                    .                                trritLU - UM ruui ^

                    —v-                      -»                                                           ALK/oinY

                                                                                                            OMBfTRATICfl     • " 2250o.00o"
            22500.000  * _
                      *                                                                  XME»N	              bbM.?*000  •
                                                                                                                   31.07313  •

                                                                                                   LVALUE...      3*.1«*0' *   20000.000-
          '  200.00.0tm~»~-

                                       	                                COR"Fl.ATlON COfF.i
                                                                                                            f                 *   17500.000
            17500.000 »	 _		                      VALUE
                      •                                                                                                      •
                   	•	                                                                       12.766U7           •

                                                                                                                                 15000.000
            1*5000.000 * -                                                                                GB4PH CODES
U)
         c
          "          "•                                                                                 olnQcirDiirnsORFnirTrO *   12500.000
            1?SOO.OOO *                                                                  „
          x           -                                                    p0                                                 »   10000.000
            10000.000 *                                                                                                      .


                      *~"                                                     POO
                                                                               p       ..---.-                           •-
                                                                            Q    H     o                                      •     7500.000
             7500.000  *                                                        op^0                0
                                                        0 •                     0 r>H      0                   0
                                                                            0  0  ff  O     0                                 •
                                                                                   uu    o  o         o                       •
                               	.                                o       MOO                                  -  •-  -sooo.ooo
             -«5000**0«—»—                                                      0  0  PO         0                             •
                 	_•	                                    o   u     o   P     o   o                             •
                       *                                                        0  0   PP O      O     0                       •
                       •                                                           o    fP   O     •    O  - 	•  —••-           •-
                     -.-                                                   °  u        pB                                         2500.000
              2500.000  *                                .                                                     	.	
                                                                                          P 0                                 •

                                                                                                                              •
                                                                                                                                	0.0
                ~**>~                 .     .    ^  ..•....»....»....•..	•....»....•	»....	*••••*••!;*;:»**
                                                                                                •36.000    -           *2»000
                           15.000              21.000              27.000              33.000              39.000
          GRAPH scAtf EXT?NOS"F^>M	BAOOO TU	*3.sooo
                                                                    T • JTjrtT.TWTTT (Bf/1)

-------
                                                     PLOT OF OBSERVED AND PW£DICltO  VALUES.
                   35.300              45.000              55.000              65.000               75.000               85.000
                  	*flvaOO	     —~	Sfr.000 •-            60.000               fO.OOO              60.000
                    ; BFIELD- HIGH FLOW
          6QOOO.OOO » CQlinc

                   " :~ OTEOTRATION
                    •
          61500.000. *
            —<;-  —;	tr-
          54000.000 »
XMEAN	
YMF.4N	

INTERCEPT  (» VfttUE)..;

COR»FL4T10N
                                                                                                                        69000.000
                                                                                                      225U1.72414   •   61500.000
                                                                                                                        54000.000
          46500.000
                                                                                                           F
                                                                                                         VALUE.
                                                                                                                                46500.000
                                                                                                           . 24399
I
5 39000.1)00"*-
        1  31500.000
        x -
                                                                    PP  •
                                                                    OPP   0
          Z4000.000
                                                           0
               GRAPH  COOES

               0=ORSFRVF_0 Y
                                                                                                                        39000.000
                                                                                                                            •   31SOO.OOO
                                                                                                                                34000.000
          IftSOO.OOO
           9000.000
                                            o   •
                                          0         0

                                                    0
                                                                     0    P
                                                                           p
                                                                           PP
                                                                           PP   O 0
                                                                                    00     0
                                0
                                0
                                                                                                                                16500.000
                                                                                                                                 9000.000
           1SOO.OOO *
                                                                                                                            •    1500.000
                 -3«5.noO"     	   fcS.OOO              55.000              *b.OOO              75.000               85.000
                             40.000              50.000               60.000               VO.OOO              80.000
             SC»tE EATFrjO'J FPOM    3S.OOOO TO    a5.0000
                                                             Y - SOLIDS (•«/!)

-------
                                                      PLOT  OF OBSEKVEO AND PREDICTED VALUES.
                                   40.000               60.000               80.000             100.000             180.000
                        -30VWO	50.000	          70.000              90.000             110.000
          25000.000—*
                                                                                                           BFIELD - UJW FLOW
                                                                                                           SOLIDS
                                                                                                                                35000.000
          32500.000
      " —70000.
           17500.000
I
           15000.000 • —
                                                                                       XMEAN	
                                                                                       YMEAN.....
                                                                                INTERCEPT (A VALUE)...    90.06498

                                                                                COHRFLATION CO?T ......    -0.3/JV50

                                                                                   •
                                                                                                   F
                                                                                                 VALUE

                                                                                                  4.36262



                                                                                             GRAPH CODES
          1?500.000
        I
        H
           10000.000 ••-
           7500.000
           2500.000 •
                                                                        P
                                                                          P
                                                                       0   P
                                                                0     Of
                                                •               Of
                                                                  00  >
                                                   0         00        HH  O
                                                                                      n
                                                                                      ~v -
                                                                0    J  HP      00                    0
                                                   0           0         BH     0
                                                                         OHO             000
                                                              00           HP      0
                                                         0                   PH 0

                                                     0                        P
                                                                                                                                22500.000
                                                                                                                                20000.000
                                                                                                                                17500.000
                                                                                                                                15000.000
                                                                                                                                12500.000
                                                                                                                                10000.000
                                                                                                                                 7500.000
                                                                                                                                 5000.OOC
                                                                                                                                 2500.000
                                                                                                                            *-       0.0-
                                                                           oo.ovo
                 30.000
WAPH SCALE-EXTFNOS
                                             bO.OOO
                                    «.0000  TO    1*
   70.000
_ »
 T - SOUK (ng/1)
                                                                                     90.000
                                                                                       100.000
                                                                                                        110.000
                                                                                                                   120.000

-------









T
M
in








PLOT OF 09SEKVED AND PREDICTED VALUES.
-0.1CO 0.100 0.300 0.500 0.700 0.900
	 — OvO — 	 - 0.200 0.400 0.600 0.800
"I" ENFIELD - HIGH FLOW PO I
73500.000 * NH^- f^ . •
• CONCENTRATION
. 0 .
S6000.000 * YwgANI. . . . . Q«?b6SO *
--—;—• ; INTERCEPT (A VALUE) i..' 0.2si3ft3 •
5R500.000 + 0 P »
F
. — — — — — 0 p VALUE • •
P 0
51000.000 * 1.43941 *
^ - ! - OP . I
^ • GRAPH COH^s
^ 43500.000 » 0=OR
-------
                                               PLOT OF OBSERVED AND PREDICTED  VALUES.
                            0.0                  0.400               0.000                1.200                1.600
                 -Ov?00-	0v 200—              0.600                1.000               1.400
   25000.900 •
                                                                                                     ENFIELD - LOW FLOW *   25000.000
   22500.000 *
   20000.000 »
                                                                         CONCEHTRATICH      *   22500.000
                                                                                          •
                                                    XMEAN	              VJ03. 01597
                                                  I  YMEAN......                0.<»e<»13   *
                                                                                          •
                                                    INTETEPT 
-------
                                              PLOT OF OBSEHVEO AND  PREDICTED VALUES.
0.100 0.200 0.300 0.400 0.500 0.600
— 0.150 0.250 0.350 0.450 0.550
' p „ BFIELD - HIGH FLOW
PHOSPHATES
73500.000 *
— , — p - Q — •
XMEAN 	 2Sfolb. 17241

66000. OOb *" YMEAN..... 0.23276
.0 °

50500.000 » P 0
— . 	 --P - 0 - -0
F
P 0
51000.000 » »«O»n
1 . GRAPH COPES
Vl ^ .... 	
"43500.000 * 0=0*SF*VFn Y
x ' .0 P
• 3««OOO.OPO-»-
.0 PP 0
0 PP
2»SOO.OOO »0 0 PP
	 »0 	 	 -O -- P . .
0 P
OP *
.0 P •
2inoo.ooo * OP
0 P
n p .._...
.0
13500. oon » o P o
O PP 0 0
0 P 0 0 0
Pn
u •
0 P
6000.000--* —
73500.000
66000.000
58500.000
51000.000
43500.000
36000.000
28500.000 •
21000.000
13500.000
6000*000

. . /, -»*A- h.Pftft- 	 : 	 -0.300 	 - • 0.400 . -• • 0.500- 0.600
                       0.150                0.250
GRAPH SCALE EXTENDS FROM   —O.lnOO  TO      0.6000
       0.350

Y - PHOSPHATES (mg/1)
                                                                                                         0.550

-------
                                              PLOT OF OBSERVED  AND PREDICTED VALUtS.
.
-0 150 0.1SO O.^bO 0.750 1.050
• 0 300 —0,000 0.300 0.600 0.900
-2SOOO.OOO--- BFIELD - LOW RIM
: * PHOSPHATES
P 0
	 . 	 	 (HKBHRATIOH
2P500.000 »
"f~ XMEAN 	 5903.01S87

	 2ocoo".aotr *
F
1750C.OOO » ' VALUE
2b. 30783
• .
^ 1SOOO.OOO *
* • O=OP«;F«*VFT v
P.PPFOTCTF.f) V
10'000 O P (^OSSFRvEOzPftFOTCTFO
x • * .OP
0 P
* PO
inooo.ooo »
• 0 PP 0
o PP o
7SOO.OOO * 0 PPO 0
• o o PB
0 t»P 0 0
O P 0 0
* o -_— o o PP o
-•5000.060- 0 p 0
0 OP 0
0 0 0 B 0 0
	 .i P 0 00
• p o
?<500.000 * p 0.- -
P 0

	 	 	 	 —
2SOOO.OOO
22500.000


17500.000
15000.000
12500.000
10000.000
7SOO.OOO
-5000.000 —

2500.000
o.o
-„-•,«« -0.00< 0.300 0.600 O.»00
                    .
GRAPH SCALE EXTfNOS FROM
J.3750 TO     1.1250
                              y - PHOSPHATES (fig/1)

-------
                                                         PLOT  OF  OC\=:KVED  AND  PREDICTED VALUES.
                                 15.000               21.000              27.000               33.000              39.000
                      -- r?^t>00	—-1S.OOO ~-             24.000               30.000              36.000
                        .»....»....»....»....«....»....»....»....•>....  ,,..*....*....»....»»..,»....»...,*....»....»....
             73500.000
BFIELD - HIGH FLOW   .
HARDfESS            •
                                                                    73500.000
             66000.000 • -
                                                                                                                               *   66000.000
NJ
O
             snsoo.ooo +
                                                    P   o
                                                        P O-
                                                         p
             51000.000
                                                          0  P
             3'•000.00')-*	
             2«'=00.000
   0  0 PP
0        P
      0
      0
0     0
0  0
0
0     0
   0
                                                                         PP 0
                                                                           p
                                                                            H
                                                                                            YMEAN. ..-.-.
                                                                                                                   25813.00000•
                                                                                                                      27.5tJ.n3.
                                                                                            INTERCEPT (A VALUE)...    33.4094.7
             2JOOO.OOO
             nsoo.ooo
                                                   F
                                                 VALUE
                                                 I
                                                100.73453
                                                                                                          GRAPH COOTS

                                                                                                          0=ORSFPveO V
                                                                              PP   0
             0    PPO
                0   P
                    OP
                    0 PO      0
                       MOO
                0   0  OPP
                    0    Pd          o
                          PP  0  0
                           pp.   o   0
                            PPO  •
                                                                                                       0
                                                                                                       0  0
             -6000.000-*-
                                                                                                                                   56500.000
                                                                                                                                   51000.000
                                                                                                                                   43500.000
                                                                                                                                   36000.000
                                                                                                                                   28500.000
                                                                                                                                   21000.000
                                                                                                                               *   13500.000
                                                                                                                                    6000.000
                       1?.000               18.000               24.000
                SCALF FXTFNDS FwOM    11.7000 TO    41.7000
                     30.000
                                                                                               9.000
                                          36.000
                                                                     - HARDUESS (B4/1)

-------
                                                        PLOT OF OBSEKVED AND PWED1C1EU  VALUES.
                     ?<,.000               ?8.000               32.000               36.000               40.000              44.000
                         	2frvOflO	30.000 -            34.000               38.000              43.000
            25000.000
        	enoooiootr-*--
                                         EJFIELD - LOW FLOW *
                                                                                                                                   2*000.000
                                                                                                                                   22soo.ooo
                                                                                          XMEAN.....
                                                                                          YMEAM. ;..-.-
                                             5903.015H7  •
                                               JH.00000  •
                    INTe^CEPT 1A-VALOE) ...     41.47»>71  »

                                      ,Vi..-	-0.54016  •
                                                                                                                                   20000.000
N.
            17500.000
          •J ISOOO.OOO^*-

          u _        _ _*_
            1?SOO.OOO
             10000.000  » —
0
0
             7500.000  *
                                                                           0  V
                                           F
                                         VALUE
                                                                                                                                   17SOO.OOO
                                         2S.13120

                                     Gf*APH*COOeS	.	*

                                     0=OaSFHvEO Y'
                                                                                                                                   1SOOO.OOO
                                                                                     t>t>
                                                                                       P  0
                                                                                        P H
                                    0
                               0    0
                                                                                0
                                                                                     o
              ?soo.ooo
                                              o

                                              o
                 OvO
                                                                                                                               »   12SOO.OOO
                                                                                                                                   10000.000
                0  P 0
          o     o   KB    o         o
                     VPP       oo          o
          o -           PP o    o
                         PP    o    o
          0     0    O    BC   0
                            PP 0    0    0     0
                     0    0  PP
                               8
	0	        P
                                 P
                                                                                                                                    7SOO.OOO
                                                                                                                                    5000.000
                                                                                                                                    2500.000
                                                                                                                                        0.0-
                                                                                   36.000               40.000               44.000
                                26.000              30.000               34.000              39.000               42.000
                SCALED EXTENDS FWM	B4.V)000- TO—  44.0000
                                                              T - HARDHESS

-------
                                               PLOT  OF  OBSEKVEO AND PP.EOIC1ED VALUES.
            -1.000               3.000                9.000              lb.000
              	OvO	      -6.000               13.000               18.000
                                                                                              21.000
                                                                                                                  27.000
                                                                                                     24.000
             ;  BFIELD - HI9! FLOW
   71S00.100 *  SULFATES
             T COtKBfTRATiai
                                       2S615. 1726-1
                                          13.
                                                                  P O
             . CORRELATION
   SRSOO.OOO *
                                     .- -  -0.1346?
                                                                                                                   »    73500.000
                                                                                                                       66000.000
                                                                                                                   *    58500.000
         -—.- VALUE

S1000.000 »   1.03365 -
                                                                   M
                                                                   PO
             . GRAPH  CODFS
   43500.000 * 0=OHSF*VET) Y
i
x
   21000.000  »  -          --0-
   ivson.ooo  »
                                                           0     P

                                                       0         P

                                                                  P

                                                                  POO

                                                       0          P   0
                                                                 OP
                                                              0  OP
                                                              0    P  0
                                                                 0 P
                                                                   K  0
                                                           0       H
                                                           0     OHO
                                                           0     OP     0
                                                       00       P  0
                                                                 0 PH   O
                                                                 0 'HO   U  0
                                                                    HO   0
                                                       _O	__	o- H
                                                              0     HO
         . 000—•	*-
                                                                                                                          S1000.000
                                                                                                                      •   43500.000
                                                                                                                      *   36000.000
                                                                                                                      *   28500.000
                                                                                                                          21000.000
                                                                                                                          13500.000
                                                                                                                      -    6000.000
       SCALE
                       	3strt>0	         <».000               lb.000              21.000               37.000
                        O.o                 6.000               12.000              18.000               24.000
                   S -FOO-4 ------ 3.0000 TO    27.0000
                                                    Y - SULFATES (ng/l)

-------
I
             0.0
                                 6.000
                                                     PLOT OF OttSEKVEO AND PP.E'JICltD VALUES.

                                                           12.000

                                            .000
          19.000              24.000
15.000              21.000              27.000
                                                                                                                30.000
   22SOO.OOO  •
                                                                                                   BFIELD - LOW FLOW *    25000-00(

                                                                                                   SULFATE3

                                                                                                                    «    22500.000
                                                                                     YMEAN.....~

                                                                                     INTERCEPT  twALUE)...     20.6^92
   17500.000
   isooo.ooo
"
0
i
x
   12500.000 »
                                                                                                              F
                                                                                                            VALUE

                                                                                                            12.13703

                                                                                                      GWAPH coirs-

                                                                                                                 Y
   10000.000
    7*00.000
                                      	0
                                                                PO

                                                                 OP
                                                                     OH
                                                                       P
                                                                     O  PP
                                                                 0       PP
                                                              00        PP
                                                                     O     PP
                                                                        0    I-
                                                                                                                        20000.000-
                                                                                                                        17500.000
                                                                                                                        15000.000
                                                                                                                        12500.000
                                                                                                                    *   10000.000
                                                                                                                    «     7500.000
                                                                                     *>
                                                                                  0  0
                                                                                  U     0
    5000.000 *	
                                                00
                                    -.«       o  -
     2500.000
                                                                                                                       —   •     5000.000
                                                                     J         » .  w
                                                                                PP       0  0  0                            •
                                                                                 M»  0      0      0  0                     •
                                                                                  i»p        0      0     0                  •

                                                                                   KP°   °     °   o         0           '   «     2500.000

                                                                                       p              0
                                                                                                                             0.0
              ^112^1^111^^^                                                                  "»••••
                        3.00U                V.0
-------
                                                     PLOT OF CHSEKVEO AND PREDICT to VALUES.
                                4.000                8.000-              12.000               16.000               20.000
                     -f-.-flM	6*000--             10.000              14.000               18.000
                                   PO
         73500.000
                                                                                        XMEAN
         66000.000 »
                                                                   BFIELD - HI3i FLOW  :
                                                                   CHLORIEES           I
                                                                   COtKEIMTICH
                                                                              i.ooooo •
                                                                              T.216ft? *
         5R500.000
                                      	P--O-
                                       0 P
         51000.000
                                                                                        INTERCEPT (A V»LL'E>...      8.61142  •

                                                                                        COtiPPLATION CO^F	     -0.3MS51*  «
                                                                      F
                                                                    VALUE

                                                                    10.12V5B
                                                                                                                                73500.000
                                                                                                                                66000.000
                                                                                                                                58500.000
                                                                                                                                51000.000
*
                                                                                                     GRAPH COOPS
»0     « 41500.000
                                            OP

                                            OP
                                                                                                     p=pfl?OTCTro v
         3«.ooo.ono—••	
         39500.000  *
         21000.000
          13500.000
        - AOOO.OOO--*
0 PPO
0 P
, 	 P 0
0 HP
0 P
	 	 _ U S
OP •
- - 0 - o PP
0 P
OOP 0
0 PO 0
0 0 Pd
n -t o o
0 60
p Q
*
*
•
•
•
•
*•
o 	 • - •• - • • • ••-
0
                                                                                                                            *    	8.000
      6.000
      TO     21.4000
                                                                         1
-------
                                                      PLOT  OF  OBSERVED AND PKEUIC1ED VALUES.
                                 7.500               9.000               10.500              12.000               13.500
                       !».7SO	•—».250--              9.7bO              11.25U               12.7SO
           2SOOO.OOO
                         P
           22500.000
         " 20000.000-*-
                                                                                                 CHLDRIDES
                                                                                                 COfKHflWION
                                                                                                                                 22500.000
                                                                             YMEAN.....--

                                                                             INTERCEPT  (ft  VALUE!...

                                                                             CONFLATION COEP	
                                                                 9.666K7

                                                                lO.bSl^S

                                                                -Q.37*IS5
                                                                                                                                 20000.000	
!
           17500.000
           isooo.ooo
           1?SOO.OOO »•
         1
        H
           10000.000
                                         0
            7SOO.OOO
                                         0
                                         o
           - 5000.000 »-
                                         0
                                         0
                                          0  PH
                                          0   P
                                          0   PP
                                          o     pp
                                          0      PP
                                          0   •    PP
                                          0
                                          0
                                          -O
                                          0
                                          0
                                          0
       — f—
?soo.ooa »
                0
                0

                0
                0
           PP   O
             P  y
             PP v>
               PU
                UP
                UP
                0 P
                   PP
           	O   H —
                O    P
0
o
               Ov«	*-
             0
             o
             0
                                                                                               F
                                                                                             VALUE

                                                                                              9.9t>0oo'o  —

".1000
                                                                         io.sou
                                                    9.750

                                                 T - CHLORIDES (n«/l)
                                                                                   11.2SO
                                                                                 J2.POO
                                                                                                                  13.500
                                                                                                        12.750

-------
                                               PLOT  OF  OBSEWVED AND PREDICTED VALUES.


                         2.000                6.000               10.000              14.000               18.000
            — -0-.310—       	4-iOOO -               8.000              18.000               16.000


 -  *7503.OOP . NQRTHFIELD . HIGH FLOW


             ; TBfERATURE

             •
   60000.000 »
                                     0 P
                                                                           • XMEAN	
                                                                            YMF AN	
                                    0      P
   37500.000 »
   30000.000
                                        00     P
                                        	  0  P
K
                                          0       P
                                  	—	  0  P
   22SOO.OOO
P  .   0
 H        00
                  0
   15000.000
  p
  p
                                               00  OPP
  0


0 0
                                                                                       (A
                                   17805.Q21S7
                                       7.36275


                                       H.63S74
                                                                                        COET
                                                                                               F
                                                                                             VALUE


                                                                                              1.S436*
                                                                                               G9APH COO^S
                                                                     67500.000
                                                                     60000.000
                                                                      52500.000
                                                                                                                         45000.000
                                                                      37500.000
                                                                                                                          10000.000
                                                                                                                          32500.000
                                                                                                                          15000.000
                      0                          0
    7500.000 *- 	   --OO--                  00   O  0   PP
                  000                                  P
                		...             P      0
                                                                       TSOO.OOO
       0.0    •
                                                                                                                              0.0
  --7500.000- *-
                                                                                                                      *   -7500.000
                                                                 10.000   •            14.000              18.000
               -0.00"                4.000               B.OOO               12.000               16.000
      SCALF FXTP'iOS  F^OM 	0.4«00 TO    19.6000
                                                       Y - TEMPERATURE (°C)

-------
to
                                        IB.000
                                                       PLOT OF OBSEKVEO  AND  PUEUICTtO VALUtS.

                                                                                 24.000
               21.000
  	19.500  	
                                                       27.000
                                                                            30.000
                                                                      32.500
                      I  NORnFIELD-  LDHflJW
             qnoo.ooo  »  TUFERATUFE
                    1  *
             "100.00P  *
                                                                                          XWF.AN	
                                                                                          YMEAN.....
                                                                                                                  *015..87500
             TflOO.OOP
             6ROO.OOO
             «5«no.ooo
                                                                                                     (A
                                                                                          CORRELATION CO£F....... -   -0.0d*9d
                                                                                                            VALUE
                                                                     0 P
 -—o	—o-      P
         0                 P
                          P
                        0  P
                                                                                           0
-G^AOH conrs--

-O^O^SFP.veO- -V-
 PsPRfnJCTFO  >
         ,
             4800.000 ••"•
             •>«00.000
.,_ f\	 .
 W
         0      0
             2BOO.OOO
             1BOO.OOO
                    0     0 P 0     O
                            P            0

                            P        0
                            P 0
                             P
                         0   P
                        0    P
                             P          0
                    0       00    O
                             PO
                 OOP
                           0  f .
                              P         0
                    0         P

                             OP
        ——*oo.ooo «	
                                                                                     9800.000
                                                                                     8800.000
                                                                                                                                   7800.000
                                                                                                                                   6600.000
                                                                                                                                   5800.000
                                                                                                                                   4800.000
                                                                                                                                   3800.000
                                                                                                                                   2000.000
                                                                                                                                   1800.000
                                                                                                                                    800.000
                             	IftrQOO-	—	21.000--           24.000    —        27.000            -   30.000	
                              16.bOO              19.SOO               22.500              2b.SOO              28.500
         G»*PH SCALE EXTENDS F-«OM	IS.1500 TO— 30.1500
                                                                    Y- TEMPERATURE (°C)

-------
s
00
                                                PLOT OF OBSERVED ANO PHEOICTED  VALUES.
                            3.000                6.000               9.000               12.000               15.000
                 -1-.500	4.500	            7.!>00               10.500   .            13.500
              * NMFIELD - HIGH RJ3W
             '• DISSOLVED OXYGEN
    ,0000,00
                                        17741. 169W1
             •• XMEAN	•
              . YMEAN	
	S2500..000-* INTERCEPT  (A" VALUE*-.-;-.—  -  8.110?!

              . COK^FUATIO*  COTF......     o.34104
    45000.000
                                   F
                              	 VALUE
                         6.75Z50
    37500.00ft »
              . GRAPH COO€S
    30000.000
    22*00.000
                           Y
                                                                                                °     P
                                                                                        P
                                                                                        •B
                                                                                                OO

    i«;oo9.ooft »
                                   0	0
                                                                                         -   HO       0

                                                                                           P         0
                                                                                         PP 0 0 0

                                                                                        P     0
                                                                                       H  0  0 0  0
                                                                                      PP  00
                                                                                      •>      00     0
                                                                                                                           67500.000
                                                                                                                           60000.000
                                                                                                                       • —52500.000-
                                                                                                                           45000.000
                                                                                                                           37SOO.OOO
                                                                                                                            30000.000
                                                                                                                            22500.000
                                                                                                                            15000.000
                                                                                            00
 —  7500.000 -  	r	    0 -
              .
                 	                  /\
             * - | - -                         M
                                                                      0   *
                                                                                          00 00   0
                                                                                             00 0
                                                                                 H    o
                                                                                                                             7500.000
        0.0   »
                                                                                                                        •        0.0
                  LSOT
       SCALE EXTENDS F«OM  -  — 0.-*000 TO    15.9000
                                       	6.000                9.000
                                       4.SOO               7.500
                                                                                                                            -7500.000
                                                                                                  12.000               15.000
                                                                                                            13.500
                                                         T - DISSOLVED OXTCDI (Bg/1)

-------
                                              PLOT OF OBSEHVEO AND PREUlCltO VALUES.
                          3.000                4.500               b.OOU
                                  — 3r750~-             5.230
                                                                                       7.500

                                                                                                           9.000
   9800.000
              imVFIELD - LOW FUM

              DISSOLVED OXYGEN

              CONCENTRATION
                                                                             P   o
                      ..;               *015.87500
   P«00.000 » YMEAN	                  5.7*375
            •
	i...  —r INTEPCEPT  (A-V/>UJ£);;V" — 5.100*5--



   7«00.000 »
                                                                                                                          9800.000
                                                                                                                          8800.000
                                                                                                                          7800.000
~ f.POO.000  »

«.           '.	tf—
                                VALUE


                                 1.01670 ~-
                                                                     B
                                                                     f
 I
«
            .GRAPH-cooes	

            I- o^)«»SF<»vef>-y	
0       P
       p
       p
       p
 - *HOO.OOO
                                                                                             0 0
                                                                                                                          6800.000
                                                                                                                          5800.000
                                                                                                                     *    ABOO.OOO
                  0  0

   3BOO.OOO *    0     0
  -    	.	o	
         		t\	


    ?«oo.ooo  *•-
                                                                 P
                                                                POO
                                                            OP

                                                             ?
                                                            f 0  -
                                                            P       0
                                                                                        0
                                                                                        0
    1*00.000
                                                  OP
                                                   OH
                                                          p
                                                        0 t>
                                                          PO
                                                                                                                          3800.000
                                                          »     2800.000
                                                                                                                           1800.000
                                                                                                                            800.000 -
               ..*....*....»....»••••*••••*••••*	•....*	»....»....»	
              	3r«««	^.500 	     6.000                7.500               9.00
                                     3.7SO                5.250               6.750                8.Z50
                K.2SO
      SCALE EXTENDS F*OM	?.0?50  TO      «.5?50
                                                       T - DISSOLVED OXYOE5 (mg/1)

-------
                            0.0
                                            PLOT OF 08SEKVEO AND PREDICTED VALUtS.

                                              3.000               6.000                9.000
                                                                                                   lO.bQO
                                                                                                             12.000
          ; NOFmFIELD - HIGH FLCM

          ;BCB

47000-ono * ONCENIWION
          *
          •
          •
          •'
47000.000 »
   37000.000
XMF. AN.....
YMEftM.....

INTERCEPT-t*

COROFL»TIOM
    16743.64000
        2.67600

TT.	3.46977
                                       OP
                                  	0   fl
                                                                                                 3.04971
   3?000.000
                                                                                           -GW>H-COOE'5-
                                       0  OH

                                      0     P
                                    0       P
i
X
   2?000.000
   17000.00«- •
   1?000.000
    7000.000 +
                                    0      P  O
                                           OP

                                      0      P

                                        0    P
                                      0       P
                                00         P
                                    0         P
                       	0		  P
                                       -00
                                                   PO
                                                   B
                                                             o
                                                          0  0
                                                          O
                                           	0	gp	0 	0	
    ?ooo.ooo
                                                                                                                         47000.000
                                                                                                                         42000.000
                                                                                                                          37000.000
                                        32000.000




                                        27000.000





                                        22000.000





                                        17000.000—	





                                        12000.000





                                          7000.000

                                        ^          	



                                          2000.000
                             0  ,,  .
0«*AaH SCALE
                 -l.SUl)  .
                NOb F-00

-------
                                                      PLOT OF OHSEKVED AND PREDICTeo  VALUES.
                    0.750                2.250                3.750               5.250                6.750               8.250
                   	-rSOO	-3.000               1.500                6.000  -            7.500
           •jflon.oon *
                                                  .  0
           ''POO.000
           7PPO.OQO
                                        O     P
           "-.ROO.OOO
*
U)
                                                         0     0
S.
O
         ,
        x
                	p

SPOO.OOO *                          P  0
                     	O  -         P        0
                «                   P    0
                      	 •	-o   P
                        0           P
                                   0     00    PP

                                       •  0       P
                                    0
           IflOO.OOO  *   0
                                         P  0
                                         O  _-_	

                                         V     0
                                         _ P .___	...  _.
                                     0    P
                                0         P        0
                                         OP
   ?»00.000 »	                     P 0
                             0        0

                o                                   o
                                               OH     0
           1POO.OPO *                  0           . P
                               --- O ------            P
                                               0    P
                                                                                                 NMflELD - LOW FLOW I

                                                                                                 BOO
                                                                                                 OflCENTRATIGN
                                                                                                                             *     9800.000
                                                                                         XME&N
                                                                                         INTEPCEPT-(- VALUE>..V      3.135A4 -
                                                                                                                             •
                                                                                                     COEF.......    -0.11710 .
                                                                                                   F
                                                                                                 VALUE

                                                                                                  0.64730
                                                                                                       GPAPH COOES —
                                                                                                                                  eaoo.ooo
                                                                                                                                  7800.000
                                                                                                                                  6800.000
                                                                                                                                  5800.000
                                                                                                                             *    4800.000	
                                                                                                                                  3800.000
                                                                                                                         0   .
                                                                                                                                  2800.000
                                                                                                                                  1800.000
            000.000
                                                                                                                                   800.000
  	OT^SO	
                    l.soo
  SCALE EXTENDS F*OM  •    o.7soo TO
                                                     3.750
                                           3.000               -*.SOO
                                                                        Y - BOD (
                                                                                                      6.750                6.Z50
                                                                                            6.000               7.500

-------
                                                  PLOT OF OBSERVED AND PREDICTED VALUES.
                                  15.000
                       -^-.500-
                 30.000
        ?2.500              37.500
                                                                        4b.OOO
                                                                                           60.000
                                                                                                              75.000
52.500
                   67.500
         *7soo.ooo -- NORIHFIELD - HIGH FLOW
                  •
                  • COD
                                                                                                                        67500.000
                                                                                                                        .60000.000
                                                                                   XMEAN
                                                                                                         1747*. 50000 •
         «5?SOO.-000 -•--
         4SOOO.OOO
                                                INTERCEPT (A VALUE).

                                                CORRAL4TTON COEF...
                           ?9.0-Wb

                           -0.073T)
T
         37*00.000-*-
         0    P

        0     P

              P

              B
                   F
                  VALUE

                   0.27031
                GRAPH COOFS
      •   30000.000
                                        OO
       1
       X
         23SOO.OOO
          "000.000
      	7SOO.OOO »	
    0      0     f 0

 00            P
	 O	0 — 0 P
         00    P
 00         OP
 00  0            PP

            O     P

           0   0  K
             OP
                                                              o   o
             0.0
                                                                                                                     •   52500.000	
                                                                                                                        45000.000
                                                                                                                         37500.000
                                                                                                                         30000.000
                                                                                     32500.000
                                                                                                                     »   15000.000
                                                                                                                     •    7500.000
                                                                                                                             0.0

                                                                                                                     •   -7500.000
                    	*•—	•••»*"»—	::*:::•*—:—"•":;*;:;•*••••*	;;!ooo
                                                      30.000              **.000              60.000
                                                                                                                75.000
                                         TO    7 f.
                            jT.iOO              S2.bOO             6?.bOO


                             I - COD (ag/l)

-------
PLOT OF OBSEHVEO AND PREOICItD VALUtS.

20.000 38.000 • 36.000 44.000 52.000
	 |*.OOP 	 —24.000-- ^33.000 40.000 48.0
NOKI>F IELD - UOW FLOW
COD
QBOC.OOO » O p •
CONCEHTWICN
»
BPOO.OOO ••- «.,,
^MF ^M » , . » *O;jU • co ^ .*£
P 0
INTERCEPT <* VALUE.).,. 25.91H51

• _°_ 	 ;.... . VALUE
* O 0.00680
0 P

scon.coo *

v^ * 	 Q_ 	 . p ., ~o=PPFOTCTFf> Y- • •
ar -* ° «_ *
K "'"°i"T I 0 OB
K 0 • B 0 0
- . - -o-- - P o 0
3BOO.OOO * f 0
: ^o~
.00 P
0 P
?«oo.ooo • -
0 OP
~; o
: o p o
l«no.ooo • o
* 0 P
0 P
POO. 000 •
	 - "" ^go.000 -28.000 - 36.000 44.000 S2.000
1*.000 X4.000 32.000 - 40.000 4ft.OOO
GRAPH SCALF EXTF.ND* FKOM ' |->.«000 TO Sb.ZOOO Y _ CQD (^i)



9800.000
8800.000

7800.000 *
. . ... ... 4^ .
6800.000

•
S800.000

4800.000
3800.000
2800.000
IftOO.OOO
i
800.000


-------
PLOT OF OBSERVED  AND P'^l'I-ClED VALUES.



67*
: *
0 p XMEftM 	 177«.1.169fll
YMEA^..... 	 7.0330ft

: o
• F
0.02200
•
0 P
p GRAPH COWS 0
.
0 P
- -Q - p O=O«SPPVET Y
* OP P=P3POICT^O V
p o SY o
,.,,_,,,' T 	 fj 0 0
*.._..-• P O
OP 00
0 P 0
» 0 PP 0 0
0 H ° n
P 00
I /
OOP
— . _rt __ __ /\ 	 -. . - p (i O
0 OP
. - 	 — 	 OP
«
.
»
.
- .
	 ft.ttOO 	 7.000 7.200 7.*00 7.600
h.700 ^.VOO 7.100 7.300 7.bOO
FXTtNDS K«OH ' b.bSOl! TO 7.^500
T - pH

"

67500.000
	 	
.60000.000
52500.000 • 	


45000.000
37500.000

30000.000
Z2SOO.OOO
.
15000.000
7500.000

0.0
-7500.000


-------
                                                PLOT OF OBSERVED AND PHEUICUO  VALUtS.
6.300 6.600 • 6.900 7.2
• 	 S-TCD 	 	 bi-ftiO 	 6.750 7.0bO
~T" rafflFIEU) - LOW FLOW
QOQO 000 * Pil

. XMPftN 	 *015.fl7500
nnOO.OOO * YwrfiN 	 7.108T3
	 i TMTFOrFPT (A VatUE >.-.-.~- ~ 7.124?6
0
COOPFL4TION C0rr..... . — -0.0360^
7300.000 *
F
... _. ._.. 	 	 	 	 VALUE
P
•WWO.OOO • 0.059V7
-\ - o - GRAPM CODES - . °
!? •
— 	 	 i — • 	 oso^smvirn v^
ul S-OO.OOO * PaPPrniCTFO Y^ Q
0 P
1 °
0 .* 	 	 	 . Of
~ <.«oo;oo() -« • . o OP
1 • o O*
M ••;•• — • ot» o
• 0
OP o
* P*
• »*
0 P 0
_-..———. 0 y P 0
0 OP
y P 0
• H l 0
1«00.000 • P 0
P 0
P 0
• •
«oo.ooo *
/""» . » « » »....» 	 »....».... 	 *....»
_. 	 	 fciioa — — 	 	 6.600 6.9UO 7»
00 7.SOO
7.350
0






0
0
A
0
0
0
0
/
0


,

--- - 	 	 •• 	 	
9800.000
. _ . . . _^ . • 	
8800.000
-

7800.000

6800.000
5800.000
4000.000
3800.000
2ttOO.OOO
1800.000

1
800.000
•

                                                                                                       T.3SO
                   .-
G«A»N SCALE  FXTKNOS F«»UH  •    h.U'-»00 10      7.!>900
                                                                T-pH

-------
1
PLOT OF OBSERVED AND PHEOICItO VALUES.
14.000 is.OOO 22.000 - 26.000 30.000 34.000

67590.ono » NOKRFIELD'- HIGH FLOW *
' ALKALINITY ;
_ (Wj(jjJTRATICN
*0000.000 *
p 0 • XM£AN..... 17741. IM"! .



I 0 P
4*000.000 * ¥A[UE
•
22.943S6
"« 37500.000 *"
• jf^uj.uuu -0 G»APH COOPS .
.
3 . H OsOrtSFPVFD Y .
, 30000.000 » OP R=o«snflvr^-c»^lTrTFfJ *
" . PO 0
• • - • • OP • •• ' ^ *
' p *
0 HP O
o p o
...,m 	 — - -0 	 -— o 	 0 HP O
ISOOO.OOO » J
0 OPPP 0 •
O 0 PP '0 .
o o o I*H o . / •
. . . n kPPO • O • *
T^OOiOOO'* — u
H» 0 0 .
K 0 0 .
0.0 *
•
+
• «»7SOO •000* . * <
•- — 14.00C 	 	 -' 1H.OOO 2d.OOO 26.000 30.000 34.000
16.000 PO.OOO 2*. 000 ?rt.OOO 3?. 000
G|*APH SCALF. tXTi-'WJS KWOM . 1<».U(>UV lu Jt.UOO')
67SOO.OOO
60000.000
52500.000
45000.000
37500.000
30000.000
22500.000
ISOOO.OOO
7500.000
0.0
1
-7500
.000
T - ALKALIKITY

-------
PLOT OF OBSEKVED AND PREOICItO VALUES.
27 000 ' 33.000 39.000 45.000
1» QUO — - 	 rnrOOT)— • io-nn« 36.000 42.000 " ' - ^
1 fDRWIOJ) - LOW FLOW
7*onYoo..* 	 37.MS7/
* P 0
~^ .
7800.000 *
'. VALUE
ISBOO.OOO »
pp o r,>?APH COOES
• K
. n - n F 0=0«SF^vrn Y '
	 .- 	 p 0 Psp^pnici!11) v
o SflOO.O'»0 » 0 HP ° HzOrtSF^vnsP^tniCTPO
§ ° 0
' * • P 0 ^
x ««oo.ooo •» • - _ -OP
.
• o o PP o
P 00
HO 0
TOOO.OOO * 0 u
0
0 I*
• OH
H 0
3*00.000 • . . o f> 0 '
_*. -- 0 OP 0
• 0 PP 0
0 P 0
0 P
IflOO.OOO * . Q P
— • OH
• ..,.-- —
. .OP
woo.oon •
•
	 	 ' — 21VOOO ~ " 27.000 3J.OW »2.OO<
	 — 	 •"


9800.000
. - .•• — —
8600.000
'
7800.000
6800.000



4800.000
3800.000
2800.000




I
bOO«000
.
                          J6.000
Y - ALKALIHITY.  (mg/1)

-------
                                     PLOT  OF OBSEHVEO AND PMEOICTEO VALUES.
                   50.000
                                    70.0CO
                                                     • 90.000
                                                                      110.000
                                                                                        130.000
                                                              100.000
                                                                               130.000
       ::::!!!^r:-^tr:^^^..:..,."-"-	•	
f,75oo.ooo *cRTHHELD - HIGH FlIW

          SOLIDS
60000.000
szsoo.oon *
*sooo.ooo
 37500.000 *
 •JOOOO.OOO  *
 Z2500.000"
                        P  0
                            p

                        0    P

                            0  P

                            0   P
                            0   P
                    -o—
                             0 0

                          o      o
                           o	    o

                               0 0
                               o o
                                          P  OOO
                                          Or>  O
                                 0    00      f       0
                                 . o       0   H8 0   0
                                           O  P     00
                                     0        P      0
                                                                                                  •   67500.000
                                                                                                     60000.000
                                                                                      17741.



                                                                             VAtUOvfV— - *<>•
                                                                                  VALUE
                                                                                     CODES
                                                                                                     52500.000	
                                                                                                  .   45000.000
                                                                                                      37500.000
                                                                                                      30000.000
                                                                                                      22500.000
                                                                                                   •    isooo.ooo
                                                                                                     7500.000	
                                                                                                          0.0
     0.0
7SOO.OOO »"

    - 	'-'—'-"-	50.000
          /.it. omi            ho.n
  SCALE EXTENDS K»U"    .17.0000 TO
                                               HO.OUO  •


                                               Y - SOLIDS (ing/l)
                                                                100.000
                                                                                 120.000
                                                                                                       -7500.000

-------
                                               PLOT  OF  OBSEKVEO AND pneuicito VALUES.
                              67.500               82.500               V7.500             112.500              127.500
                   -60.000	       —75.000--            VO.OOO             105.000              120..000
         • NORTHFIELD - LOV/FLOW

opoo.oofi • SOLIDS
        ~* OJKEITOTICN
    ««00.000
                                                         PO
                                                                                  XME»N
                                                                                  YME»N.
                                                                                               VALUE),
                                                                                                            -0.13003
    7800.000
    «00.000
  e
    4HOO.OOO- •	
                                                  .POO
                                                      0 P
                                         - 0  -       - - P     0
                                                        P               0
                                                  OP                      0
                          0                              P
                                                         P  0
                                    0                    P

                                          0     0      0 PP

                                            O             8        O
                         _._.....                       P   0            0
    VALUE

     0.74108



GRAPH COO^S

O»OHSFRV?I> Y  -
P«f>PF.OICT£9 Y
P'O-JSCSVEO^P^POICTEf)
                                                          O    t»
                                                           O   P
                                                               P  0
    2BOO.OOO
     1800.000
                                                   0

                                                   00
                                                           OK
                                                            V   0        0
                                                            H
                                                            H   U
     noo.ooo  »


               ,.,*....*..».»....*..«.*...•••.••*••••*••••*••••*••••*••••*••••*••••*••••*••••*••••*••••*•'•••*••••*;•
.--		              --or.sec-             K?.SOO               w.soo             iiz.soo               27.so«
                     M>.UOO.              f».0no              VO.OOO              lOi.OOO             120.000
0«>AP« SCALE EXTENDS  FPUrt    54.0000 TO   UH.*-*?'*
                                                         T - SOLIDS (ng/l)
                                                                                                                          9800.000
                                                                                                                      8800.000
                                                                                                                          7800.000
                                                                                                                          6800.000
                                                                                                                          5800.000
                                                                                                                          4800.000  - — - - —
                                                                                                                          3900.000
                                                                                                                          zaoo.ooo
                                                                                                                           1800.000
                                                                                                                            800.000

-------

                       *,<«0-
                                              PLOT OF OSSEKVEO AND PREDICTED  VALUES.



                                 0.100               0.200               0.300

                                	0.150               0.2SO                0.350
                                                                                                      O.*00               0.500

                                                                                                              .  0.450
  4«>000.000
  41000.000
  3V100.000
  31000.000
       s
5     ~  -26000.-000
1
   21000.001V
   1*000.000
   11000.000
    «.000.000
    1000.000
                                          P



                                          OP
                                 —O---P

                                  0    P
                                                         	0

                                                              0
                                                                                                 NORTHFIELD - HIGH FLOW
XMF.AN	

YMF. AN....i


INTF.PCE°T  («  VALUE:) ...


CORPFLATION COFF	
                                                                                                           F

                                                                                                         VALUE



                                                                                                          0.12971
                                                                                                                     *>. 42301

                                                                                                                     0.1 US*
                                                                                                        FO V
                                                                                                                         46000.000
                                                                                                                         41000.000
                                                                                                                         36000.000
                                                                                                                         31060.000
                                                                                                                         26000.000
                                                                                                                          21000.000
                                                                                                                          16000.000
                                                                                                                          11000.000
                                                                                                                           6000.000
                                                                                                                           1000.000
G9»PH SCALE EXTENDS  FWOM     0.0    TO     O.bOOO
                                                           I - «H -K  (•«/!)

-------
o.o
                    0.040
                                 PLOT OF 09SEKVEO **o PREDICTED VALUES..
                                        0.080               0.120
0.160
                    0.200
«?so.ooo •
7500.000
- - ftTSOiOOO
*000.000
S?50.010
5
0
§ 4SOO.OOO
1
K
1750.000
1000.000
— .-- ??5<5.000-
1SOO.OOO
750.001
- —
G«A<»M SC*LE t
— friOeo — -0.060 o.ioo 0.1*0 . g.ieo
fORNFIELD - LOW FLOW OP
i% - 1^2
(UlCEfrRATiaJ
XMFAN..... 3341.60000
YMEAN..... 0.068*0
IMTFRCfPT tA V>LUC>... 0.0*316
C099ELATION COfF . . . . r.~ ' O.IV910
F
. P 0
O.S513*
GRAPH COOPS
0=O^^Fpvr,i Y
	 	 OiP^FnlCTPO Y
B=0^<5F:?VEr)=0''EOICTEr)
P 0
<
0 P
	 — •- 	 P (1
P 0
, 	 , ._,. o .- _ . A ... ... .
0 P
p o
P 0
• /
0 P
___ 	 	 P 0 0
0 P 0
0
\
o ••" 	 P
O P
8250.000
. 7SOO.OOO
6750.000 .
6000.000
5250.000
4500.000
3750.000
3000.000
2250.000 	 	
1500.000
750.000
i.n" 0.0*0- O.OBO 0.120 0.160 0.200
Q.OPO O.OISO '0.100 0.140 O.ldO
UENOS F«OM 0.0 TO 0.200O y_ ._.,

-------
JL
(0
                                           PLOT OF OBSERVED AMU PMEUlCltD  VALUtS.
          0.0
                                         0.100               0.200               0.300                0.400
                              -UvOSO	OilSO	         0.2bO               0.350
                                                                                                               0.500
                                                                                                     0.450
MSOO.OOO * HOKIHFIQJ) . HIGH FUW

        "~l PHOSPHKIES
          " COWEITR/mCH
40000.000
45000.000
           37500.000 •
                     .0
                               0
                               0
30000.000
                                       P
                                       P
                               0      P
                            	0 '	P~
           22500.000 «0
                     .0
                                    P
                                    P
           15000.OOP *0
                     .0
                     .0
                               OP
                               OP
             .0                   OP
	7500.OOf »0	  0 P   ——•--
             .0                   OP
             .0                   OP
    0.0
                                                              0
                                                              0
                                                    o
                                                    o
•7SOO.OOO
                                                                                                                 •   67500.000
                                                                              XMC*N .....
                                                                                                     177*1. 169B1
                                                                              INTERCEPT -<«-VALUE)

                                                                              COWFLATION COFF...,
                                                                                                             „	  0.10295

                                                                                                             ..- -   0.10175
                                                                                                          F
                                                                                                        VALUE

                                                                                                         0.&3351
                                                                                             6<»APM COOES
                                                                                                       0*01SF*VFO  V
                                                                                                       P»P»FnlCTFO Y
                                                                        0

                                                                        O
                      *....*....*.•..*....*.•..*.«.*....'
                     (t.G                 0.100
                               U.OaO               0.150
                    F.KTCNOS FROM     0.0    TO     0.5000
                                                   O.?00
                                                             O.^bO
                                                                       0.300
                                                                                 0.3bO
                                                                                           0.400
                                                                                                     O.*bo
                                                                                                                     .60000.000
                                                                                                                     52500.000
                                                                                                                     45000.000
                                                                                                                     37500.400
                                                                                                                        30000.000
                                                                                                                     22500.000
                                                                                                                      15000.000
                                                                                                                                 7500.000
                                                                                                                          0.0
                                                                                                                     •    -7SOO.OOO

                                                                                                                  0.500
                                                   X - PHOSPHATES (mg/l)

-------
&
PLOT OF OBSERVED ANO PREUICTED VALUES.
0.^00 1.200 2.000 a. BOO 3.600
•O.fiOO 0.600 1.600 2.400 3.200
I lOmFIELD - LOW FLOW I
oono.ooo * -p o PHOSPHATES
~I oucEmwnon I
. RPOO.OOO •*- - : *
OP
7*00.000 * *
-«— COPP^LATION COCF...... 0.270H9 .

OP F
A800.000 * VALUE »
-0— —p ... ...Q . . . 3.64273 I
OP
• .0 PO •
o 5*00.000 * 0 P •
- . - - 0 P .
§ . P 0
1 >* 0 ^
0 0 ft
I 0 P 0 I
00 P
S^OO.OOft * 0 P 0 . •
0 P
— .-OP - .
OP
>»00.00« • 	 UP- RQAPM COOFS 	 '~ *
BO
OP p»ppForcTFn r
1POO.DOO * OP
PO
PO
P 0
! « I




9800.000
8800.000
7800.000



5800.000
3800.000
2800.000
1800.000
000.000



	 	

-



....
• — 	

... _ .

.. .
                                                   I.?00                ?.UOO
                  •0.000   .             O.HUO                 1.600
0»APH SCALE EXTF.NOS FKOM     -O./'OOO TO     3.8000
                                                         T - PHOSPHATES (ng/l)
                                                                                        2.400
                                                                                                             3.200
                                                                                                                        3.600

-------
                                                PLOT  OF  ObSEKVEO AND PREDICTED VALUES..

~ftT^>00»000 *
69000.000

45090.000
£
§ 37503.000
X
39009.990
*
23*500. 000

15900.000
• 7509 .^OO
0.0
-7VI1.IW

- tfliTOOT Cr.9VQ JJ.OOO J^.OOO
iCRHFIELD - HIGH FUM
(MI ESS
OaXEiTRATION
P 0
0 P
COMPILATION

0 P
P 0
P 0
. 0 P
P O
0 P
Of 0 ^
" 0 B.
0 H
0 Pl> 0 0
O P 0
0 PP 0 0
.. 	 	 0 0 Cf 0 •
0 P 0
00 »»K 0
0 OP
H O O


*3.00Q
4

VALUE)*.. 37.7»?*3

F
VALUE
17.09013
GRAPM COOF.S
0=0«SE9vpn Y
PspfJrniCT^O Y
BsO^SFSVKDsP^FC'TCT': 0


0 0

1


> 67500.000
.60000.000
52500.000 . - - --
45000.000
37500.000

30000.000
aasoo.ooo

1SOOO.OOO
7500.000
0.0
-7500.000
IAA
                       ^i.iiuu               
-------
                           a«.oon
                                           PLOT OF OBSERVED AND PREDICTED VALUES.

                                            32.000               40.000
                                                                                         <»a.ooo
                -efritrttfl-
                                     -*«.-t>o»
                                                          36.000
                                                                               40               36.000         .     *A.OOO
                         IH.onOU TO    64.0000
                                                         ¥ - HARDXESS (ng/1)
                                                                                                    S2.000
                                                                                                              S«^000

-------
PLOT OF OBiCKVED  AND PREDICTED VALUES,
6.000 6.000 0.000 10.000 12.000 14.000

*™(».ooo • NORHFIELD - HIGH RUU . ;
• SULfWES
^o^oo«ooft *
•
	 . Y*K«N..Ii." 	 	 	 *.^7(}92
"5?«500;00n-*- ISTEOCEPT O VALUE)~T— 8.593S7
P 0
V5000.000 » f
- - VALUE.
P 0
O.S7H20
P 0
¥ ' * ~~ °
* OP °
-• . —
'J 30000.000 • P 0
S! ' * ' ° «P ° <
g . P 0
K . '0 »» 0 0
P 0 .0
np
1*000.000 • 0 OOP
000 B 0 0
.00 OH
I 0 0 PP 0
	 7'ico.oon-* 	 o 	 o OP o o o
uu O 0
*
0 P 0
- — . G9SRM COOFS
0.0 »
-7e.oo.onn «
67SOO.OOO
.60000*000
52500.000
45000.000
37500.000

30000.000
22500.000
15000.000
7500.000
0.0
\
-7500.000
--4.ono b.ooo a. ooo 10.000 12.000 14.000
3.JJOD 7.0UO 'V.OOO 11.000 13.000
G9A"H SCALt FUTtf.'O1* F1OM <».UOOO TU 14.0000
            T - SULFATES (Vf/l)

-------
PLOT OF OBSEWVEO AND
7.000 9.000

I MOKIIFIELD- LOW FLOW
oqoo.opp » SULFATES
i CTJKBITRATICN

o

*
P
•s«no.90o *
* _.-_ 0 0 w
"• •
5 ' 0
1 -:.--
' • ° rPo
P 0
I 0 0 PP
0 P
TpOO.^nO* 0 0
. 	 	 	 O . P
.
0 Of
0 P
P
po 0 C .i>0u * •
0 P U
0 r*
1HOO.OOO * 0
P 0
•
0 P
SOP. ooo •
	 ?;000 	 — - 9.000
PWE01CIEO VALUES.
11.000 13.000 IS. 000

.
•
0 P 9800.000
8600.000
XME4N..... *01S. 87500 •

P
INTFPrFPT --(»- VALUE)...- 7.V7672.
» 7800.000
•
0 F
VALUE * 6800.000
•
S.532S7 .
0 . .
» 5800.000
0 OzO^T^VFl -y 	 — .
P=Pt?roiCTr 0 V »
0 R=OHSf HvfiisPSf f;TCT?O .
^ » 4800.000 - 	
o 0
0
a
» 3800.000
0
0
0 .
, 2800.000
0
o • •
• 1800.000

800.000
•
11.000 13.000 15.000 	 "-: 	
SC«LF
*.n«u   .             H.OOO               10.000"
            b.bOOO TO     IS.^OOU
                                       I - 8ULFATES (itg/l)

-------
                    PLOT UF oesEHveo AND PH£DICTLO  VAUUES.
3.750

V^no.ooo <
siooo.ooo
.

*S-)!»0.000
37590.000
I J
§ 30000.000
t
H

1SOOO.OOO
• 7500.^03-
0.0


) *.SCJ
; fORIHFIELD - HIGH FLDH
CHLORIDES
GOfKECTRATicn
_ .*
P

P
0
0
•

0
O
0
0
0 0
0


	 t-ltin — • - --• —
0.000' - /.300 V.OOD


0
. XMEftN. .... 17*52. >»2J!»8
INT^TEPT (• VALUE.)... 7.11*0^
0
CORP^IATION COT...... -O.^-yVRO

0 F
VALUE
P
9.39V5S
8
0 P
P 0 ftQAPu COOFs
P
P 0 0-OMSfV-O V

OP 0
0 Pf» 0
0 P
0 PH 0 0
O HP
0 0 PP / 0
O PP U 0 0
pp o o
0 f» 0

1
	 & 3UA - •- fc.7sft - *1->HA 0 ?K.n

» 67500*000
60000.000

52500.000
45000.000
37500.000
30000.000



15000.000
7500.000
0.0
i
-7500.000

          x.SUO                6.000•                7.SOO               .9.000
         TO     10.?000
                            T - CHLORIDES (mg/1)

-------
                          PLOT  OF OBSERVED  AND PHEUlCTED VALUES.
6.000 10.000 14.000 18.000 23.00C

: IDRIrFIELD - LOW FLOW
^ROO.OOO » CfLDRIlJcS o p
""I OJJCEITRATIOfl
* ,
. «<»oo.ooo »

0 P
—.---- INTFTF.PT 
0 P
O 0
l«00.000 » OOP
3
•
0 P
flOO.OOO *
1
i nnn in Ann l^.nnn 1R.OOO 22.00


9800.000
saoo.ooo
^ _ 	
7800.000

6800*000

5800.000
4800.000
3800.000
2800.000
1800.000

800.000
... 	
<,.UUO                D.000                lii.'uOO               16.000               ^0.000




                                 T - CHLORIDES (ag/1)

-------
                                                        PLOT CF (HSE> VACU?S.
                                _'_.iC.?M.-	  -  -     20.000               30.000          •  •   40.000               50.000
                              n              IS."00              2S.Ofl'>               3S.OOO       .        45.000
                         HIUB- HIGH FUW
                                                     H   0
t
o
          z
          V
          i
          X
                                                        .0
                                                             OP     o 6"
                                                       OP
                                                         OOP
                                                         080
                                                                  P    O
0   0
                                                                                                      It.
                                                                                                 »TTf»M C
                              r
                            VALUE
                                                                                                                . 93731
                                                                                                                               »   27750.000
                                                                                                                               •   24000.000
                                                                                                                                   202SO.OOO
                                                                                                                               •   1*500.000
                                                                                                                               »   12750.000
                                                                                                                                    9000.000
                                             »    5250.000
                                                                                                        r,o«ou
                                                                                                                                    1500.000
                                                                                                                               •   -2250.000
                «;r*i r
                                   10.,100               ?0.000               10."00              40.000         .     50.000
                                   	15.300	 ._ 	  2?.000            .   35.000              45.000
                                              TO    *:
                                                               X - ALKALINITY (ng/1)

-------
                                           PLOT  OF  OBSERVED  AND  PP.EUICTEO  VALUES.
                       18.000               24.000               30.000               36.000               42.000
                      	—       	   U7.000               33.000               39.000
          ; WILIER - Lfli FLOW
    .wT": ALK/OUTY
        ":' oucsnwicn
                                                                                                                         •    8800.000
7«00.000
(SflOO.OOO
r
vn
5*00.000 »
4»oo.or>o
1*00'.Off?
                                                   P  0
                                                    p
                                                                                           J...,.                 24.00000 .
                                                                                                                         .
                                                                                       INTFRCEPT  (*  V»LUE)...     31

                                                                                       COH3CLATION-COrF	     -•
                                                                                                                     7800.000
                                                                                                                «     6800.000
                                                                                                      F
                                                                                                    VALUE
                                                                                                                •     saoo.boo
                                                                                                                     4800.000
                                                                                                                •     3800.000
                                               OP               0
                                                        PP      0      0
                                                                                                                     2800.000
iBoo.oon
 noo.ooo
                                               0
                                                              HP
                                                               p
                                                                 pp
                                                                  p
                                                                                    0
                                                                                    0
                                                                                                                     laoo.ooo
                                                                                                                               800.000
                                                                                                                *    -ZOO.000
            IS.000   .           <*1.000
  SCALE EXTENUS KKOW    1.U4000 TO    43.8000
                                                                        30.UOO
                                                              <:/.UOO               33.000
                                                                                  36.000
                                                                                                      3V. 000
                                                                                                      42.000
                                                  r -

-------
                                PLOT OF OBSEHVED AND p*EuicitD  VALUES..

                                  56.000              64.000
                      —5?.DOO               60.000               68.000
                                                                                                 72.0"0    .           40.000
                                                                                                           76.000
         34SOO.OOO
         30750.000
         27000.000
         23?50.000
10     «.
          15750.
       t
       x
          1?00«.000
          f>?50.000
          4100.000
            7SO.OOO
WILDER - HIGH FLOW

SOLIDS

OOtiCErTRATION

         p
                                                                                         INTERCEPT  (A  VALUE)...    67,
                                                                                   F
                                                                                 VALUE

                                                                                  3.95631
                                                                                                       G9APH COOPS
                                                                                                                                 34500.000
                                                                                                                                 307SO.OOO
                                                                                                                                 87000.000
                                                                                                                                 232SO.OOO
                                                                                                                                 19500.000
                                                                                                                                  157SO.OOO
                                                                                                                                  laooo.ooo
                                                                                                                                  8350.000
                                                                                                                                  4500.000
                                                                                                                                    750.000
                                   «H-.ot(t)
                                                        S6.000-'
                                                                               . WOO
      G«APM  SC»Lt  EXTENOS
                                             sz.ooo
                                           Ty     81.6000
                                            hi).000


                                           T - SOLIDS (•(/!)
                                                                                       brt.OOO
                                                                                                 72.000
                                                                                                            76.000
                                                                                                80.000

-------
                                   60.000
                                        PLOT OF oasEwwEO AND PKEJICIEO VALUES,

                                           66.000              72.000
                                                                                               78.000
                                                                                                                   8V.OOO
                        -57.T)
                                        - -- W.OOO -
                                                                 toS.OOO
                                                                                     75.000
                                                                                                         81.000
         3450.000
v_n
LO
         1075.000
          ?700.000
       o 2325.000-
       x  1Q50.000
          1-575.000
          l?oo.oon
           4SO.OOO
                     WUER-UHFUM
                     SOLIDS
                                                         0 P
                           COO€S
                                 -r
                                                                                                 t4 VALUE)..


                                                                                       CORUFLATtOM
                                                                                             F
                                                                                           VALUE
                                                                                                                   3825.000
                                                                                                                              3450.000
                                                                                                                              3075.000
                                                                                                                               2700.000
                                                                                                                               2335.000
                                                                                                                               1950.000
                                                                                                                               1575.000
                                                                                                                               1200.000
                                                                                                                    825.000
                                                                                                                                <>SO.OOO
S7.000.
SCALE
                       AO.noo  —      -
                                 *i.i.OUO
                      5*.>*POO TW    B^.VOOO
                                                                 ov.OOO

                                                           y- . SOLIDS  v*€' J- 1
                                                                          • ••*••••*••••*•»••+••••*••••*••••* •*• ..*«...*...
                                                                           7
-------
PLOT OF OHSERVEO AND pweoicito VALOES.
n.n 	 '" .mm 	 -7jiuuv 	
15.000 45.000 75.000

I HARDESS
?'-••-""• anHnwnoi H
•
.
•
•
p
' ' n P f>
I n °
i
O
*-•
1 OP
1 .
x ' .
n. J
•'
* . - o *
• ^ d
0 P
00 =>»
0 P
u
eacfl.ono * O 0 0 0 »
0 U •»
i . 1 "
«. p
•
P
j *~ o o • o o n *
•
•
•
n.O in.noo f.0.000-
' l->.no-> fcS.oo« /b.oon
.•ywau Sf*l « f»T"fl>S_£Sl«L_ -DUE 	 IU 	 ISu.nqop 	 _ „/_.,,,
105.000 • 135.000
.
••
•
•
* 31500.000
y^E AM..... . ._ .*»M»° •»""'*_ • 	 	 	
•
INT TFPT i. vv.nf ...«=, o . 277504000
•
0
* ?«000.000
•
F .
VALUE
•
1.414j>8 * 80250.000
•
•
.
* 16500.000
•
•
__ _ ._..._.«,._._ .:.
12750.000
0
» 9000.000
.
' 0
.
' O
• S250.000
0
U
•
0 • * 1500.000
•
O = O^**^r^vKn * •
PsPPcn T ^ Trp v .
^sOP^^fvF^s^wp'ntrT*-"''? * ~2*?50«000
i
•
90.000 1?0. 000 ISO. 000
10S.OOO US. 000







i

1
i-


\
1

1


1


-------
                                                    PLOT OF OBSERVED AND PREUlCIED VALUES.
                                   30.000
                         £77001)
           36.000               42.000
-J3;00ff	     	39.000-             45.000
                               48.000              54.000
                                         51..000
                     HILEER - UH FLOW
                     HARDNESS
                     OHEmwnoi

          6POO.OOO
vn
vn
          1*00.000 *••
          ?»oo.ooo
                   p
                OP

             o     P
          1*00. OOP
                                              	o---
           A00*000 *
             0



             0
o
c
B
                          0



                          0
                                                                                                               3575.75000
                                          INTERCEPT  (A VALUE)..r  ~37.9so?a

                                          COWRFLATION COFr......    -0.00315
                                                                                                         0.00035
                                                                                                     HaOHSFUVEOsBREOTCTeO
          -?oo.ooo *	
                                                                                  8800.000
                                                                                                                               7800.000
                                                                                                                               6800.000
                                                                                                                               5800.000
                                                                                                                               4800.000
                                                                                                                               3800.000	
                                                                                                                               aeoo.ooo
                                                                                                                               leoo.ooo
                                                                                                                                800.000
                                                                                                                               -aoo.ooo
                                   -30.000"
                                                        36.000
                                                                            
-------
                                8.000
                    —6T.-900—
                                            PLOT OF OBSEKVEO AMD PREOICItO  VALUtS.

                                           12.070              lb.000               20.000               24.000
                                -lO.ony               14.000               18.000              22.000
                    WILDER - HIGH FLOW
                    SULFATES
                                                                                                                                31500.000
        277SO.OO'»  *
        2*000.000  •
                                                                                        XMEAN .....
                                             0     P



                                             0


                                             0
        20?50.000
r
      a -
      0
16SOO.OOO
         13750.000  »
                                                                                                       10351. -V!2Sa»   27750.000
                                                                                                      	1«>.00000 .
                                                                                        INTERCEPT  (A  VALUE)...    17,<*0:
-------
                                                      PLOT OF OBSEHVEO AND PHEOICTEO  VALUES,
                                 12.000               15.000              18.000               21.000              2*.000
                      -rov>m>	i3iSoo               19.500               22.500
         : WILCER - LOW FLOW

OPOO.OOO * SULFATES

        T CONCBfTRATigi
         . ~

7POO.OOO *

  	.- YME4M.....	
                                                 15.625CO
         •  INTF.PCEDT (A--v»Lue)rj~;—  ~ 13.14534

                      rCOFF...-.i.	' '0.41057
S     fi
-Cfl   - o
           "5POO.OOO »
           4000.000
                                      F
                                    VALUE
                            COOES—-
          - moo.oao
                                          o'	o
                                                         pp
                                                               BH
                            0      0
                                                 0
                                                 o
                                              PP
                                              p
           IHOO.QOO
            »on.ooo
           -?00.000
                                   -o—
                                                    PP
                                                 OP
                                                                               o
                                                                               o
                       10.son
       6B»I»H SC*Lf EXTENDS F«OM
                         .000               is.ooo
                                 u.suo
                          V.vnOO TU    2*.9000
                                                                           1X.OOU
21.000               24.000
          M.ftM
                                                             T - SULFATES (mg/1)
                                                                                                                                  8800.000
                                                                                                                                  7800.000
                                                                                                                                  6800.000
                                                                                                                        saoo.ooo
                                                                                                                                  4800.000
                                                                                                                                  3800.000
                                                                                                                                  2800.000
                                                                                                                                   1800.000
                                                                                                                                    800.000
                                                                                                                                  -200.000

-------
              2.POO               4.000
             	JvOOO	~
                                             PLOT  OF  ObSERVED AND PREDICTto

                                                    6.000                a.ooo               10.000               12.000
                                          5.000                7.000               9.000              .11.000
                                          ..«.....•....»....*....»....»....»....•....*....*....•..••*•.•«•....»»..«*
              i WILDER - HIGH FLOW
            .  (HJDRIEES
—3isoo;oni..	5.71533

  24000.000  » CORPFI.ATION COF*1...... ~  -0.132SV
    20250.000
                            F
                          VALUE

                   — —-   0.48536
                                                        O    P
 I'        ':
    t?750.000
                         	O	—- 0

                         	0	•	
                                                        0 P
                                                       P
                                                      pp
                                                        P
                                                       H
                                                       PO
                                                                  0


                                                                  0
     1SOO.OOO » -                   0
                                                                          0
                                                                          0
                                                                                                       COOES
    -??SO.OOt)
                                                                                              -p»pi?«:r>TrTFo-r	

                                                                                               I
                                                                                                                           31500.000
                                                                                                                           27750.000
                                                                                                                           24000.000
                                                                                                                           20Z50.000
                                                                                                                           16500.000
                                                                                                                           12750.000
9000.000
                                                                                                                         S2SO.OOO
                                                                                                                            1500.000
                                                                                                                           -?250.000
	?inf»r	4.000	•     6.000               a.ooo
                        J.OOO                b.OOO              ''.000
 GRAPH SCALE EXT^NO-J F-*OH     2.0000  TO     1^.0000
                                                       T - CHLORIDES  (ng/1)
                                                                                   ..*....*....»....*...'.•....*....*
                                                                                             10.000              12.000
                                                                                   V.OOO               11.000

-------
                                           PLOT OF OBSCKVEO AND pfteoictto  VALULS.
•
"H
o
1
X
•
—
....

p OQO .000
T8(XO .000
•.POO.OOO
S"00.1!)0
4300 .000
- -IsnO.OOO"
?«00.000
1*00.000 '
MOO. OOP
— POQ.OOP
3.300 4.500 5. SCO 6. SOO 7.500 8.500-

;.. WLER - LCM FLOW
• OUDRIEES „ ' 0
• outtimrioN
* ••,
* ••
• X*eAV 	 2575.7*000
YMfAN..... - S. 3/500
. IMTr'CF°T (•" V(|.UC)~*tT~ 	 S.fc.1«i^0
• "' COH9FLATION CO^r...... -0.1JH6

F
• VALUE
0. 39*12
. i
OPAPM COR^S
. OP ° 4 P«PwTnlCT<:0 t
.
	 H> 	 P
I 	 o---— ••- 	 • PP o
OOP
! o f
	 	 — o 	 o P o
9 0
• V . r V
P 0
,t 	 	 _ 	 P o -o
• OH

|__: 	 ...___: 	 	 .
a £T^« - — i. fc.An . u cnn L tnn T cnft
8800.000
7800.000
.
6800.000
5800.000
4800.000
3800.000
2800.000
1800.000
800.000

-200.000
tffcA
SCAI-t fiXTF.NOS F«OM      3.SOOO TO     h.SOOO
                                                 I . CHIORIDES (mg/1)

-------
                                             PLOT OF  OMS?.I>V?O AND p'Eoicito VALUES.
                                                                                              7.000	7.200
                      6.1m               6.SOO                ">.7CO                6.900                7.10O

             WILIER-HIGH FLOW"                                               ~~~
_»*S0!UAe4J_rfi	•         	.			»___Z*SOO.OOO
                                                                                                                         22000.000
                                                                                                                     •    19500.000
 i™Bn.«.o« I	,	.	:	-*	'™PA,°00_
                        VALUE

                        "O.OC^-iB"
                                                                                                                          1200C.300
                                                                                                                      »	9500.000
                                                                                       t                              •     7000.000
                                                                                                                      •
                                                                                    T~                            '"."•
                                                                                                          o
                                                                                                         *'S
   ?  Bn  nnn  ^                                                                                   U-^KV»I> i-o *         •_    POOO.OOO
                                           >.'->»')
                                                                                               7.nnn                7.?oo
                                                                                                         7.100
                                                          T - pH

-------
 APPENDIX   B






.Linear Regressions Comparing




    Stream Flow to Load




   for Various Parameters

-------
                                   OF OBStKVtU  4*0 PfeCUlCltiC VALUti.
-r.Yniu
                          2iif:1i>;lt>.i)QO         ' JOOL'nOO.uOO          4000000.000          SUOOOOO.OOO
                          fN>          abOuOOil.uOO          3SVOOOO-000          4500000.000
ENFIELD - HIGH FU3H
DISSOLO QXKEJ
un
                                                                                           P  0
                                                                                0  H
                                                                                                            6.
                                                                                                              *    73500.000
                                                                                                            66000.000
               F
             VALUE
     *

        	231M.O«32b  .
              v
             i) Y
             XUJC.)•(-(,-..
                                              OP
                                         0    »>
                                                                      PP      O       0
                                                               0 t>
                                                                                                            S8SOO.OOO
                                                                                                            51000.000
                                                                                                        *   43500.000
                                                                                                        »   36000.000
                          op
                      O    •>!*     O
                       0 »PPO
                                                                                                                  2USOO.OOO
                  0 ^


            (I O-Jpr' 0

           0  P.)0 •)

»        ')  t-r'  l>


     ') O   Ud

•

."•
                                                                 or
                                                                             TOTAL....
<••>. "f
-.'.1,0-1


  1
 6(1
 61
                                                                                                            21000.000
                                                                                                             13SOO.OOO
                                                                                                             6000.000
     "lOOaOC'). -^ •»()'"         2oO(K((>0.i)00          3000000.000          AQOOOdO.QOC          SOOOOOO.OOO
                                                                    UO          •'•SOODUO .000
                                     I - DISSOLVED OXYOEH lba/d«y

-------
                                              PLOT OP OBSEHvCD AM> PKEUICltO VALUES.


                            ?n<)'ino.OOO          400000.000    '      600000.000           800000.000         1000000.000
                                     ' 3uu00iy<)0o          SuoOOO.Ooo         700000.000        "900000.000
                 ••-•"•                              '           •                                                     •   25000.00*
                BfiELD-LWRlH	...	    .

                DISSOLVEDOKKHH     	:	  „                                            .  f	p.    •__.__    	

                                                                                                                    »  .22500.000
                                            .2-jnOO                                    .                               .
                                            .00516"  "'                                                         '.   •   20000.000





                                                                                                                    »   175*0.00*
                                                                                                                        15000.000
£
   l?f-01.0n« • O-O^SFPVFQ^ Y                                                                                         •   12500.0*0-
                      rmrT1     ~*~	••--„-•- p g                                                        .
                                                    P       0'
  ' 1-nnan.nno »                                    P 0                                                               •   10000.00*
  	     . •                                                                                                      •
             .  '                             PPO    O                                                               •"
                                       0 0  PP                                                                      .
                                         •i
    7=')o.'>30 •OOP                                                                           «    7500.000
                          000 OPPO        0
             . 	            0   Bo        0
        ~*    i               •; o (MPo o  ~                                            .                               •
                        «r  ooo  -«*•                                                                                  •
                                                                                                                         5000.000	
                        O utV^f  0 0                                   *o o
             *       P»»  oo                                         r>fvt«Tin>'  A«OUT  I^^^SSIOK....          &2      »    2S**«*ft*
                                                                        	• •••	—  roiAL....           63
                                                                                               »                             *••
                                                •.OOuOO.OOO          60UOPH.OOO           0*0000.0*0         - 1000009.00*
                                                i          Siidnvu.outt          7uno0u.ouo        • VU«O»M.OOO

                                                   I-

-------
                                               PLOT OF onstKvEc  AND
                                                                               VALUES.
                                  ?           aSOO-'U.OOO         '  fSOOOU.OOO          13SOUOO.OOO          13SOOOO.OOO
                                  "SChu'OOYOeO          SOOOOU.COO           VOO&OO.OOO          1200000.COO
             :   EHFIELD - HIQ1 HOI
   71con.'V!1 »
             :    LOAD
                                                                                                                       «   73500.000
                                                                      P
                                                                    ft*  O
                                                                                                                           66000.000
                                                                                                                           S8500.000
  F
VALUE
                                                                                                                           51000.000
                                                                                                                       «   43SOO.OUO
i
x
                                                                                                                       «   36000.000
                                          O      "0
                                    0          P
                                      VJ     0 *>ti
                                        • o o PP
                               0          O a
                                 o         PU
                                   0      P
                                    OOP     0
                                      o •*
                                   - o P o    o
                               0    'iwil     0
                                 •VJ f-r
                                 •' M.4      0
                              ij  o^^,)     0
                                 "•jo;
                                                                  T'.> I iL . . . .
                                                                                       1
                                                                                                 21600.000
                                                                                             •   13SOO.OOO
                                                                                                                             6000.000
                                     TO
                                        7sonoo.unn
                                                                             ••oooo«i.nou
                                                                                                o          1350000.000
                                                                                                i?onooo.non
                                                        _ BOD

-------
                                                      PLOT  OF
                                                                        MO pHtuicito VALUES.
                                                                                                                      300000.000
                                              |«* ••••*••••*. *^*
                                                                                              »•••.*•<
           JKiCfln.floo
                     ! BOD

                     » LOAD
                                                                                                                                 25000.000
                                                                                          28500.000
                       ~7MT<:'"CF3T~»>     OU     O
 y   0  U   O   OPi* 0
  0      0  0   PP  0
               PO         0
-n	         p
   o          "
                                               "
                                       O.C     10
                                                                            o   u
                                                                                         or VVMATION
                                                                                                                                  20000.000
                                                                                                                                  17500.000
                                                                                           15000.000
                                                                                                                                  12SOO.OOO
                                                                                                                                  10000.000
                                                                                                                              *    7SOO.OOO
                                                                                                                              •     sooo.ooo
                                                                                                                                    asoo.ooo
                                                                                                      I AI , . . .
                                                                                                                               •
                                                                                                                        *i \    •
                                                                                                                        >«•
                                                                                                0.0
                                                                                                                                      .  .            -
                                                                                                                                                   •

-------
                                                     <>* UrtbtKVtD ANO PktUlCltO VALUtb.
                                       lO'i'iOUO.U')'!          f.oOObOO.000          9000000. COO         12000000.000
                          ""T-ii- "'•'•ir.ui'i ~         -SOOUCO.OUO          T-iunooO.OOO         lOSOOOOO.OOO
                BFIEU) - HIGH FUN
                OGD
                LOT)
                                                                                                                                7SOOO.OOO
                        67SOO.OOO
                                                                                                                                60000.000
                                                                           SO'lBCc Of v'f- -"I IT f
                                                                                                                nf. i';-
                                                                                                                                sesoo.ooo
                                                                                               TO I fit.
                                                                                                                      1
                                                                                                                    •=,/
                                                                                                                    •>>
                                                                                                                           *    45000.000
                                                                                                                           •    37500.000
                                                                                                                                30000.000
"15000.
                                   O   P
                                     FOO   0
                                   K     U
                                o  p   on
                                OP.J   d  -J
                                 f 0
                             II p"   II <
                              0" DO 0
                              !•••>••  I)
                          0  ^  r>
                          0 >-J  )
     n.n
     - 1
                                                                                                              «'<•«•»/'.
VALUE
                                                                                                                           *    22500.000
                    »    15000.000
                    »     7500.000
                                                                                                                                    0.0
                                       10'i'jOU'i.iiO.'          BU'JilOUO.Ofll'          9ujOOOO.O''lO         l^OUOUOU.400
                                  MI.IIUH          -. iOtX'ltU.1 lii>    •      T'lilllOOv.UOO         IOSOOUOO.OOO

-------
                                                      PLOT OF  Obstwveo ANU pneuicito vAtuts.

                                                                           HiOOujO.t
s
                            ~"0.->


                          soiWCP or
                                                              1*00000.000         1800000.000          	
                                                             ju         1600000.000

                                                             "•*	"•	*	*   25000.000
                                 4B0tjT ee-vytSSin;.....
                                 ..... ... 	 TO IAL... .
                               il
                               f,0
. 0
 • o
   u
 o
 fin
 00

o  '

o
                                                       0
                                                     o
                                                   0  0
                                                     o  OP
                                                      0   f
                                                          p
                                                        ('
                                                                     0'
     PP            0

    pp
    t>        0
    t>         U 0 0 0
   O              00
  i>p            0    O
  p   0 0 J   O  O
 pp   o    oo
 >>  ooo u
PP a   oo
f 0    U
P 0
                                               BFIELD - UW FUK

                                               OD

                                               UN)
                                                                                                    1*  VM/i
                                                                           F
                                                                         VALUE.

                                                                          2.12746
                ft. !
                                                                                                                                 22SOO.OOO
                                                                                                                                  20000.000
                                                                                                                              »    17500.000
                                                                                                                              •   15000.000
                                                                                                                                  12500.000
                                                                                                                                  10000.000
                                                                                                                                   7500.000
                                                                                                                              «    5000.000
                                                                                             »    2SOO.OOO
                                                                                                                                       0.0
         r,a»PM
                              T - COD Ite/dagr

-------
                                            PLOT  OF  (MSEKVEO AND PHtuICltD  VALUES.
                    1SO.J090.000
                 ,i»oo  '      " '•>;
                              300'IDOO.OOO         '4300000.000         6000000.000          /500000.000
                             >0         3750COO.i)')0          5250000.000          6750000.000
               EHFIELD - HIGH FLOW
               ALKflUNITY
               LOAD
                                                                                                          *   73500.000
.  iMTeprFPT <4 w.u«rr;

.-CORBCLI
51000.000
                    F
                  VALUE

                 A9S.Sal45
 00


  0



0   P
                                                                        pp
                                                                    Po
                                                                    P
                                                                                                                         66000.000
                                                                                                                         sesoo.ooo
                                                                                                                         51000.000
                                                                                                                         43500.000
                                                   a
                                                                                                                         36000.000
                          0  U   PP
                              0 =P 0
                             OHP
                             a  o
                            |j
                          RR     0
                                  POOO
                                  ^ o
                             o POO
                        OT PBa 0
                        0 OSOO
                     ~ O'P'O
                    0 • PPO
                                                        -rjofrro-or^pp'^iT'1:!.
                                                         OEVT&T10N  *-iOllT ZF.
                                                                                                                 Of
                                                                                                              60
                                                                                                                         26500.000
                                                                                                                         Z1000.000
                                                                                                                         13500.000
                                                                                                                          6000.000
                                         30nOuui'.i>iJO
                                  Ji-jO.OO')          J7500CO.ODO
                                   TO  4*4f«««*«»i*
                                                                                 90          7500000.000
                                                                                  6750000.000

-------
                                               PLOT «F oesfcKveu ANO pweuictto VALUES.
                       6uOOOu.l>>V}          U'lOOO'J.UOO          J80000Q.UOO          <^OOOUO.OO'J         3000000.000
                   . noO"        "  ^ObOOO.ooo          ISQOOOb.oOQ          2100000.000          2700000.000
             * EHFIELD - LOW FLOW
             ; ALKBLIilllY
   ??*00.0np » "WD
                                                                                                                           25000.000
                                                                                                                           22500.000
   2"«oo.o~on" * ~Y*i
-------
                                                       PLOT OF obstHvEo AND p^tuicitu
400t!Coo. n
                                                                                                                                    16500.000
                                                                                                                                     9000.000
            1=00.001 •
                   »•-.«•::. U. (;',.»
                                                                                                                      t.fwE1-"  UF
                                                                                                                                     1SOO.OOO
                                                                                nrvt«TION
                                                                                                      TOI M.....
                                                            lOCOvlOOO . JOO
                                                                                14.)DOOoO.OOO
                                                                                                                20000000.000
                                                                                                     IttOflOOUO.OOO
                                             ,0

-------
750000.000
                                            PLOT OF OttSttfvEO  »NU PHtUlCltO VALUES.

                                               OO          37SOOOO.OOU         SirtOOOO.OOO         67SOOOO.OOO
                                                3000000. 1»OU          MiJOOOO.OOO         6000000.000
JTSOjO.OPO
 innoo.noo
   ?<;oo.noo
             0FIELD - LOW FLOW
             SOUDS

             LOAD
                                   »»••*••«•>*•*


                        C» Vll.Ut>.
                            F
                          VALUE
             G»APM COOES
                                                               •p
                                                    p
                                                   PRO  0
                                                    o
                                                liO
        O
        o
                                       0    0
                                   , ------ po-,     0

                                        0 U^H 0    0.
                                 0   0 0 HP
                                     00 CO 0
                               rtO    OOP
                                OP
Ot«-'M
     U

     1
                                .........
                               30UOOO«.«OJ
                                                                                         TOTAL....
                                                                                          6000000.000
                                                                                                                   «   25000.000
                                                                                                    23500.000
                                                                                                                       20000.000
                                                                                                                        17500.000
                                                                                                                        15000.000
                                                                                                                        13500.000
                                                                                                                        10000.000
                                                                                                                         7500.000
                                                                                                      5000.000
                                                                                                      2SOO.OOO
                                                                                                                            0.0
     -5C4LF
                                   TO

-------
                                               PLOT OF OSSEKVF.O AND  P»tUlCltD VALUES.
                        2GC»0.iJOn            00000.000           100000.UUO
                  i,.Tf             iOOOO.'UOO
                                                                                              140000.000           180000.000
                                                                                             j           160000.000
                  EfFIELD - HIGH FLOW
                                                                                                                           73500.000
                                                                                                                           66000.000
                                                          p
                                                                                                                           S8500.000
                                                        p
                                                       P       0
T
to
   51000.000 *
   *.->=ior».oo(i
                                                                                 or VARIATION
                                                                      OfVTATTON A^O'JT »E :"."
                                n o •»
                                j  P
                   n      0      ao  o
                         0      P

                                 O
                                      0
                                      0
                          ti UO    0     0
                         P      0'     0
                        fOO
                                                                                                                i.7»;
                                                                                                          F
                                                                                                        VALUE
    "iOOO.OftO
                                                                                                                           36000.000
                                                                                                                           20500.000
                                                                                                                                *   21000.000
                                                                                                                      Y         *   13SOO.OOO
                                                                                                                       Y"        •
                                                                                                                             6000.000
                                              •sonoo.noo          100000.000           UOODO.OOJ           isoooo.ooo
                                                        aoooo.noo           1^0000.000          if>oooo.ooo
                                     TO
                                                          - HE,-H

-------
PLOT OF OWSEKVEO AND pHEoicito VALULS.

                 iOOOO.OOO            28000.000
                                                                                                              36000.000
T
I-1
OJ
        K
          1*003.000
            7*00."00
                      BF1E1I) - IDW FUOW
                                                                                        OP
                                   F
                                 VALUE.

                                - 6.072*4
                                                                                      OF
                                                                                                                       OF
                                                                            OFVTITTO
                                                                                                 TOUL....
                                                                •i
                                                                <3l
                                                                *•?
                                  Y
                                      0
                                                         oo
         o       o          o •    P
                o        oo       P        o
                       0        OP    00
                     0          P        U
         	0-  '-~0          P.P     0
           ooo           PP        *>
              00     0  0    PP
                 O    0     PP   »> 0       '0
            0         0    0^0
                      00   P.
        T,-   •-;-        -P
.0                   •»
                                                                                           00
                                                                                     o   o
                                                                                        0
                                                                                                                           «•   25000.000
                                                                                                                               Z2M0.004
                                                                                                                               20000.000
                                                                                                                               17500.000
                                                                           15000.000
                                                                                                                                12500.000
                                                                                                                                10000.000
                                                                                                                                 7500.000
                                                                            sooo.ooo
                                                                                                                                 zsoo.ooo
                                  _

               ft-n   *                           ...	•.,..*....*.•..•....•....*..••*•••**•"••«••••
              	—r*?-••;•»*;••• *.V.-. •—t^;!oOO            000            16000.UOO          •  WOOO.OOO           3?000.000
                                                                                                                                    0.0
              SC*LC F
                                 -inoo.onoo To 3   JO.or

-------
                                                 OF OSSEKvEO AND PREUICltD VALUtS.
                       ZOU'.-O.iOU            600GU.OOO           1000CO.OOO          1^0000.000           laOOOO.OOO
                ~f;0	        "40000.000           60000.000           120000.000          160000.000
ENFIELD - HIGH FLOW
PHOSPHATES
                                                        0 P
                                                                                                                        73500.000
                                                                                                                       66000.000
                                                   OP
                                                 o P-
SI 000.too »
                                                                 TVTrpf-CT <4 /li.UF.)...

                                                                -ciPOFLATtoij r.T
                                                                                                                   »   58500.000
                                                                                                                       51000.000
                                    OP
nsoo.ion
                           0     t OK

                                04
                               Od
                         0       P
              OP -
         0  i)BJ
            OP  o
           ,i-<  0
           n 0  0
          ^ o  ">
       -  p-  30--
        HP   0
                                    0
                                    0
unoo.oon
                                                                                                F
                                                                                              VALUE
                                                                                                          Y
                                                                  -nnr—TTT-ocT,oti «;M-»V.
                                                                                         ToUt....
DtO-'• !'v'."'"0           -6JOUO.OOO           100008.500          1*0000.000           180000.000
                  n.0              4o?»0.000           HoOoO.COO           l^UOOO.OOO           160000.000
                               >•  TO

-------
                                                      PLOT Of 0-ibEKVEO AND PKEUlCltO

                                          jno            12000.000            1BOOO.OOO            2*000.000            30000.000
                                             -'••OOTJiOOO'           15000.000            2100ff.OOO           27000.000
                  ;;:
         	I PHOSPHATES
          ??=on.oiio • LOAD
                    . XMF4'!.
                                 (A'
          I7"=no.onn *
                                    - VALUE

                                       S.15794
Ul
                                                                 0 .
                                                               0
                                        0
                                                    b
                                                    o
           7«;on.ooo  *
                                 p
                                B  0
                               B           0
                0              f        000
              0            0*  P      OW
                      0 0    PH   0         U
                             f        0 OU     O
	-0	,	Q -. -    Opp             o
      0               o 0  HP                  0
      0             0       P   00
   o     o     u     u    »vo       o
       0             OP         00
                 OO      P                     	

         o              P
                                                                                    O

                                                                                    0
                                                                                         OF
                                                                                                                             *   25000.000
                                                                                                  Z2500.000
                                                                                                                                 20000.000
                                                                                                                                 17SOO.OOO
                                                                                                   15000.000
                                                                                                                                  12500.000
                                                                                                                                  10000.000
                                                                                                                                   7500.000
                                                                                                                                   5000.000
                                                                                                                                   Z500.000
                                                                                                                         1
                                                                                                                        61
                                                                                                                                      0.0
                      ....»....*••..*•«••*«««•*»«»•*»»«•*.»««•*••••*••••*••••*
                                     VjrC.UOO          •  I200U.OOO
                                                "JO'lO. )f'1           IhrtOO.OOO

                                                              I •
                                                                                                                     !.»•••••«
                                                                   24000.000            30000*000
                                                         21000.000            27000.000

-------
                                                PLOT OF OBSERVED AND PREDICTED VALUES.
                                                   >«*<
                                                                     6900000.000
                                                                                          ftOOOOOO.OOO
                                                                                                             10000000.000
                   1000000.000
                                       3000000.000
                                                           5000000*000
                                                                               7000000.000
                                                                                                    9000000*000
    T-a^OO.OOft  *
BFIELD - HIGH FLOW
HARQESS
LOW
                                                                                                    o   P
    (SAOOO.OOO
                                                                                                                          66000.000
                     XMEAN	
                     VHEAN.,...
                         25813.00000
                        ••««»«»•««•»
    58500.000-^	
            -—g	INTERCEPT -.rr»1573*.626<»«	
                                                             	O P-
                                                             OOPP
                                                                                                                       .   58500.000
                                                                               PO
                                                                              P   0
                                                                                                                           51000.000
    43500.000  »
                                                                                                                           43500.000
 i
x
                  	F	
                                                                 OP-
                    VALUE	-	
     36000.000  •   1647.25342
                                                                                                                           36000.000
                                                           PPOO
                                                        -O-B	
     eeoooiooo
                                                 	p 00
                                                 	PO	
                                                 	OP8	
                                                     	SOURCE  OF-VARIATION
-DEGREE OF.
  FREEDOM .
                                                  0 BP
                                               0  PP
                                              •«9-P	
                                                     DUE  TO  PEttRFSSION..	
                                                     DEVIATION ABOUT REGRESSION.
      1
     58
                                              O P
     21000.000
                                                                                                                           21000.000
                                            -BO-
                                          0 PO
                                         PBOOO
     11500. 000--»--
                -OOP6-
                B_PPO-
                                                                                                        tCOF.S-
                                                                                                                      Jt	13500.000
                                  00 BO
                                                                               O=ORSCSVEO r	•-
                                                                               P*P«»FniCTEO Y
                                                                               H«ORSERVED»ol»EOtCTEO •
                                                                              	t_
                                OOP
                                BP
      *000.00(
                                                                                                                            AABA.AAO
                    r»-
                                                                                                    .'.«.... «i
                 0           ?000000.000         4000000.000         6000000.000          8000000.000         1COOOOOO.OOO
                   1000000.000         3000000.000         5000000.000          7000000.000         9000000.000
  OBAOM SCALE EXTFM
                                                      i - BARDMESS its/day

-------
                                                           PLOT OF OBSERVED AND PREDICTED VALUES.
                                      609000.000
                                                         1600000iOOO
                                                                      £4009<
**	:	
 2600000.000
                            400000.000
                                        1200000.000
2000000.000
                          3600000.000
                         -. EFIELD - LDW RDM
                         4-HABJESS
                                                                                                                                     asooo.oo*
                2??00.000 »
                                                                                                                                     22500.000
               •20000.000
                          .  XMEAN.. . ..
                             VMEAN..i..
                                                                                                                                 *    20000.000
                                             5903.015B7
                                           •••»••••••••
                          .  INTERCEPT -m*?*P™**R:~.
                                                                                                                                       —•.§-
                   BCAtE
                                      600000.000         1600000.000         2400000.000          3200000.000          4000000.000
                            400000.000         1200000.000         2000000.000         2800000.000          3600000.000
                                  FTOH AJLJLJt*JJUt*Jt
                                                                    T - HARDNESS Its/day

-------
                                                          PLOT OF  oasttfvto *NO

                                                     150-iOflO.OOJ          3000000.OliU
                                           "75I>udOYT>Oi>         ?25'jC!''.'~"lr'  .
                                                             ;• •=
                                                            ?-•>•>
                                        0  o-- 0
                                      00 y»
                                        oo
                                  OOP
                                                                     -Tjiif- rn-^FTv'p'^rr ir-.-
                                                                                                          TtllAL.
                                                                                                                              *. t
                                                                                                                               rye

                                                                                                                                I

                                                                                                                              S7
                                                                                                                            28500.000
                                                                                                                            21000.000
                                                                                                                             13500.000
                                                                                                                              6000.000
                     -7V- -,(•-»..••• -
                                                              3000UOO.OJO
                                                             trt

                                                       T - SOUKK lb»/4«y
                                                                                                         6000003.000

-------
                                                     PLOT OF  OH&EMVEO AND pwtojcito
                                                                     OrtUO.OOQ         1200000.000          ISOOOOO.OOO
                                                                            1050000.000         1350000.000
   ;  Bf IELD - LOW FUN
   I  StlffflES
   ;  HMD
                                                                                                                                25000*000
                                                                                                                                22500.000
7
M
VO
                           i;»T TON"
          17SOO.no" *
          'I'sooo".
                                       F
                                     VALUE

                                     83.65*72
                                                                  .  P
                                                                   b
                                                              OP
                                                       PP
                          "0"
                       r.      0   *
                   0       000  90
                                                              00
                0           o*5        0 O
                     o    PI»  o    ooo
      	     0      "o" PP?0 0
           r>  o       tipp   00 0
• — ro  o~        ''p-^  ooo
    .    OOO     fPO    00
                                                                                         OF
                                                                                                    T • t [ - I
                                                                                                    T J I **L .
            ?"-)0.00(» *
                                **<*   C)
                                                                                                                            «   20000.000
                                                                                                                                 17SOO.OOO
                                                                                                               15000.000
                                                                                                           *    12500.000
                                                                                                                                 10000.000
                                                                                                                             *    7500.000
                                                                                                                             »    5000.000
                                                                                                                           '  •    Z500.000
                                                                                                                  ^ V
              'fr.fr
                                                                                                                                     0.0
                                                                                         ,»...,*.»..•....*.««•*....*.•••*«
                                                          /50000.00V
                                         * TO  ••••<

-------
                                                              OF OrtStK'yfca ANO  PtftUlCltO VALUES.
                                iuuC ••>.:"'> i            •ioflOOu.jilu         IbuOOOO.O'JO          2100000.000          2700000.000
                                        "~£.'flij'>iOQmfii'{!~~        1200000.00.1          lyOGOOO.OUO "        2*00000.000
 ;  Bf IELD - HIGH FUW
 I  (HDRIEES
 :  UM
 •
i •            •
 *
 .  X'^4'1.. ..,
T
                3bl.70«50
                                             UHP  0
                                              P  0

                                         •p        0
                                     •j  pu uo
                                      PPOO
                                U  F
                                  PC
                         00     Pi
                        0      *>
                   ''1   0~  0 ' P "
                         0 u^P    0
                       0   P 0
                      OO H>*0
                           00
                                 0
                                  0
                                                                                                               00
                                                                                       OP
                                                                                        O'.'  A-lOxIT Ke-.-
                                                                                                                             1
     l\mn
                                         :!           90HUOU.OOU          ISoOO'JU.Oo'j          21UOOOU.060          27UOOOU.OOU
                                          *,.IO .nij.OOO         l^OOOOO.oO'l          ' 1 •'OuoUU.UOO         ^4000(10.000
                                                         *»«
                                                                  T - CHLORIDES Ite/diy
                                                                                                                                      735UO.OOO
                                                                                                                                      66000.000
                                                                                                                                      5S500.000
                                                                                                                                      S1000.000
                                                                                                                                      43500.000
                                                                                                                                      36000.000
                                                                                                                                      36500.000
                                                                                                                                      21000.000
                                                                                                                                      13500.000
                                                                                                                                       6000.000

-------
                                                             OF OribtrfVEO  A*D PMfcUlCItU  VALUbS.
                        £1.0'' 11. .,, ,.i
                 .:../.•» <> 0""         "Tn
                                                    r»u          70oOOO. Ofta          ?OnOOO.OOO
                   '  :  BFIEUJ-LOWFUW
            " "  "     CHUJRIIES
                                                                                                                                 •   25000.000
                                                                                                                          0 P

                                                                                                                                 •   22500.000
03
ro
C
i
X
                                 (J
                               F
                             VALUi

                            5VO.33765
                                                                                                                                     20000.000
                                                                                                                                     17SOO.OOO
                                                                                                                              15000.000
                                                                                                                                     12500.000
                                                                      0    P
                                                              •0  P
                                                     -.PO
                                                   P-"J  0
                                                HP    0
                                               H   >
                                         0    h- 0  . 0
                                           0   fiP O
                                          0-) PtJ     Oil
                                   0
                                 o n   I",
                                  OO-.-'iJ ft
                                        IJMH   0
                                                                                           <>«" v^•?I»^
                                                                                                       TUlAL....
                                                                                                                                     10000.000
                                                                                                                                 •    7500.000.
                                                                                                                                      5000.000
                                                                                                                                 •    2500.000
                                                                                                                                         0.0
                                  I(i:i0u,i.
                                     TO  »
                                                         -.i .i.o.to         ' buoooo.pao           nonoio.ooo          1000000.000
                                                               90DUOU.OOO           /UOOOO.OUO          VOOOOO.OOO
                                                             T - CHLORIDES

-------
                                                            OF o^!>EK»eo AMD
                     *.'
                                                            VALUES.

                                                 2*UuoOO.OOO         3*00000.000          *000000.000
                                       ao;j'joo.ooo          2*100000.000          3600000.000
                        ~~;"~   ,	«	*....«	«....»....*....*....	•
* NORflFIELD - HIQI FUW
; DISSOLVED OWE!
 : LOAD
                                                                          vs->T-iM'"!
                                                                                                         'Jr
                                                            OfVT»TIO-l
                                                                            •     ! 0 f ;.L . . . .
                                                                                                       1
                                                                                                      bl
                                                                                                                                   67500.000
                                                                                                        60000.000
                                                                                                                                   52500.000
                                                                                                                                   45000.000
to
                                                                             POO
                                                                   0   •>

                                                                    f 0
         i
         x
                                                              OPPO
0           U
   0 U"
       0   H ^

          0 0
                          OP  n
                                                          *»  o.
                            HfO

                            o
                                                                                                                               *   37500.000
                                                                                                                               «   30000.000
                                                                                                    «   Z2500.000
                                                                                                                   1/7*1. 1---M
                                                                                      F
                                                                                    VALUE

                                                                                   3VO.V736J
                                                                                                                                *    15000.000
                                                                                                                                »     7500.000
                                                                                                                                        0.0
                n.o
                                    'Y
                               -,0
                  i. ..*. .»•*....-*. ...^*.«
                  •)v.u         Ihu00o0.i)0(
                    i^i'ooou.ooo          <
                                   T . DISSOLVED OXYGKH lbs/d»y
                                                                                                                                *   -7500.000
                                                                                        .HOOOOO.OOO
                                                                                                             3e.ooooo.ooo

-------
                                                         PLOT  OF oasEHveo  AND pnEuicitu v»i_uts.

                               hOOOO.'Jtn           l200')9.noC           200000.000           inOuOO.OOO     .      360000.000
                                    	-ArtOOd.Of)') ~         1*0000.000           iHOOOO.OOO    -      320000.000
                         MORTHFIELD - LDW FLOW             smjerF  l\.i*i\...           *t>                                 .
                                                                            Tifl/.L....           <•!                                 .

                                                                                                                                   »    8800.000
                                                                                                                                   •    7800.000



                                                                                      HO
                                                                                                                                   •    6000.000
                                                                                                                   «               4
W                                               00                          PP                                            •
10       "5_          -                                                        B

00        ~  eB«o.-»^r  I                                  o                  fW                                                    •    seoo.ooo
          s                                                          o    PH    o                                                  •
          c                                                             -                 o                                          •
          ,  .          :                                              v    o                                                        .
                                                                     P    0                                                        •
        - K  fc*f,n.OG~'V*	                                  P         .     O                                                 *    4800.000
                                                                PP      .  o  o y                                                   •

                                        f>0                   PP.     O             O           XME&M.....               •.iilS.^/'jni' .
                                                           -0                                "Y"E»N7....              12*07t.'Mr»?S •
             ^opn.non                  0 0    -            P                                                                        *    3800.000
                     _;	0               p.      0                             1NTForcDT (&Vi!Ue) .. .-1-731. PO>.'>1 .
                                                       f        U
                       .   .              0         "P       •-) •

                                                p        0                                                                         «    2000.000
                                       O      PP 0                                                                                 •
                                   00      PO  "0                                                         VALUe                  .
                                   0       HP 0
                                        o?    n
                                      Op       y                                                                                   *     1800.000
                                     P    r>                                                             "BRAPH ro"'1»F*r~       " •   •
                                   PO                                                                                              •
                                                                                                          OsfMSFOvr'V'V             .

                                                                                                                                          800.000
                                                                         200000.000.          2t>OCl>0.uUO           360000.000
                                                                      100           tft'tOOO.UOO           J^OOrtO.OOO

        -W*PM Sf.AIF r
-------
                                                        PLOT or
                                                                          AND
                                                                                     to v#uuts.
               -]pno:> i. r>m           i'iuo^u.uoo           jooooo.ooo           booooo.ooo           700000.000           900000.000
                          	3.0 "           200i>00.00n          4bOnOG.Oi10          *"OOQO.OOO          800000.000
                      ;  fCRIrFIELD - HIGH RUM
                      '  BOD
           47000. ?•)•>
                                                                                                                                     47000.000
4?09'».'>on

    >



S^noo.noo
                                                                                                                                *    42000.000
                                                                                                                                     37000.000
                                       F
                                     VALUE
                                                                   OK
                                                                                                                                     32000.000
03
           ; P=Pt»FnirTc,"> V
                                                               P
                                                              P
           ??000.0<"»
                                       o

                                       0
                                                                                                                                     27000.000
                                                                                                                                *    22000.000
                                            00         PP  0    0
                                                  U    PP
                                   oo    P^
                            00        P
                                0         P
                                        r>;
                                                                                                                                     17000.000
                                                                                                                                     12000.000
                         0)           P        0
                          LI         ft*   0   0        0
                            00    0 P  0
                         O         P
                             0  OCPP 0
            pnoo.om
                                                                                  <*>itRCP  Or V43IATIOV
                                                                              -nt.tr^ TO RET.srcsT^
                                                                                                                                 *     7000.000
                                                                                                                                 *     2000.000
                                     1 •••>!.M.uO'j        •   .100UOO.OOO           SOUOGO.OOO           700000.000           900000.000
                                 .0             ^ifiliOO.dni.'          4>fOOUU.OOO          (>00000.000          800000.000
                                  »»»«««x>a*«  To  •»^«<>tf««t« •
                                                                T - BOD Its/day

-------
                                        OF ogse^veo AMD pKtuicitu

           JOUfci-'.ogtj            f-.ioin.uoo            -VOOOO.UUU           ISOOOO.OOO          ISOOOO.OOO
                    ~ *5i«vo;ociC'           75900.000           10*000.000.           135000.000

   NORIHFIELD - UDH RJDH

   BCD                                                                                                       *
                                                                                          f               0 •    9800.000
   LOAD
                                                                                                            •
                                                                                                            •

                                                                                                            *    8800.000

                           5f»30-«I?'n-»3  .
                                                     o                   V
   VITFTFOT <*"VAyj€r;..— sau.a^?!
                                                                                                            *    7800.000
                 VAt-UE                                                                                      •    6800.000
                                          f
             ^ftljrt.nf)^  .                 V.
                       W.                      .                                                                    i
    •                                    **K Q9 > «* H
                                        Ijo. jc fno                               p  y                   n      n                •
          ^^                                                                                          u      o                     .
M        fi            •                                                       K      0
01        JJ            •  r>°A'»-< COOP*                         00             P
                                                                           M  0                                                        S800.000
                                                       O                 P           0
                                                                       f       0
                                             I                0      • P
                                                   0         •       ^                                                   "
                                                                  p        .                    0                                        4800.000
                                               0      O 0     >• P                                                                .
                                                                                                                                  .
                                                    O      -"•'   OO                    U
                                           OP                          o
                                                        p  .   "                                                                   *    3800.000

                                                  0  t»
                                         o        P       o.                                                                       :

                                    0    c   /  °                                                                                    2*00.000

                       .     0"	      ooo         -I                                 0
                       .0              -V    0
                                     * •»  «                                         --            	                       :
              •oo.oofl  *             ^**                          u              .  s^»ftcf or y»->i*riA\               ot^-:*-*-: o--*   *    1300.000
                       •     o
•	»._".

•  /\  p '                                               OrVI«Tin-l 4ini)T '->.>%-J^S-»IC"lIIII           «.e
                                                                                T'JlAL....           ~l            800.000
                                                                                                            .
                                                                                                            .

          3uOOO.Omi            6>iOO').000           90001.uuO           IVdOOO.OOO           ISOUOO.OUU
lS'ino.<)'>'»            ASOOU.OOO            7auoo.uon           lo^ooo.oou           135000.000

                                           I - BOD Ibi/day

-------
                                                            OF OBStHVtO ANO PKEUlCItU  VALUtS.
                           1*00000.
                       n-jr
                        **>ooio.onn         Tbomooo.mjo         josooooo.ooo         i3booooo.ooo
                       ivo •         6000000.000         9000000.000
           <7c.on.ooo  .
                       COD
                                                                                                                                  67500.000
                                                                                                                              •   60000.000
7
to
           •>7Ciio.OOO »
           10000. ^^'l *'
                                               0       0  P

                                               0      P
         I
        x
                                           0 0
                                        OOP
                                  0 (J
                                                                                 SOHOCr OP VAMATION
                                                                                                    TOl-L....
                                                                                                                        11
                                                                                                                              '   S2500.000
                                                                                                                              *   45000.000
                                                                                                                                   37500.000
                                                                                                       •    30000.000
                                                                                                       .    22500.000
                                                                                        •  •«oe«9wae •>*>*»

                                                                             (A- ysLUf) ...•««'»•»**•»»«
                                                                                                                                   1SOOO.OOO
                                (JQ
                             II  Hb
                              05^0
                             HA  0
                             °0  0
                n.t    »
    TsoOOod..1
n.O
                     TO
                                                                                    F
                                                                                  VALUE
                                                                                                                coors
«    7500.000
                                                                                                                                       0.0
                                                                                                          H»OT5F'nooooo.ooo         vouooou.ooo
                                                          •
                                                               T — COD Ics/day
                                                                                                           .rt«A
                                                                                                   1^000000.000

-------
                                               PLOT  OF
w
to
                                   i
     	1V:n:'>C.C06           450300.OftO
                                                                          AND P*E.UlC1bO VALUtS.

                                                                   J          9000^0.000         1200000.000          1500000.000
                                                                    7SOOOU.OOO          1050000.0.00          1350000.000
    7»on.«?ni>
  a
               tORDFIELD - im FUN
               or
               UNO
                           1ST '
                               F
                             VALUE

                             71.62095
                      CCI'CS
                                               0

                                               0
                                                      0   «H
     0      H
        0 B
         P
 O     "
     9
  p
  P
* .    P
                                                                     0 0
                                     	   rj 0       f>H
                                               0    •-
                                                   >»   II
                                              OO »»
                                  	  on  fi>
                                             aP        o
                                  —   p  «»  O
                                     0  U r*
                                   0     •»
                                   0  l»
                                                                      -ntnr -rr—Oi "u^^S T It'iVi ,
                                                                                  A'OUT  v

                                                                                             TOltL....
                          100          ".SUO'JO-OCO
-rjuao-j sr»LT rxTrwo?  r-^u-'-i isooo..i^oo  ro •••••••••
                                                                                losoooo.ooo
                                                                                                     13SOOOO.OOO
                                                                                                                                      9800.000
                                                                                                                             8600.000
                                                                                                                             7800.000
                                                                                                                                      6600.000
                                                                                                                             5600.000
                                                                                                                              4*00.000
                                                                                                                              3800.000
                                                                                                                              2800.000
                                                                                                                              1800.000
                                                                                                                               800.000
                                                         T - COD lWd»y

-------
                                                     PLOT  OF QrtbEKVED AND PRtlHCItU  VALUtS.
         • . p(i « t  il nf)          £^SOODi) •')I)D         J f SUOUU1 • v 'ju          jfcjwvw • J0 0          oTSOOOO»UOU
	--.,.-          isr.OilOO.OOn         3000000.000         4500000.000          MOOOOO.OOO


 fORnFIElJ) - HIGH FLOW
                      \m
                                                                                                        p  o
                                                                                                                              67500.000
                                                                                                                              60000.000
w
     . "  wf 	
NJ
00
                    -=T  ("A Vil.Ur) . .. 3V(iu7i.

                    »TIO., rot'--..	      l.^pnn


l"""2°~i          	"	r"	"
" -                             VALUE
5
  37^00."00  »                  403.11VB7









                                                   0 P
                                                   j

                                          0    «    0
                                      " 0  ' 1"^**^   0
                                        0  ^>0       0
                                       OOfH    U  f
                                      Oh?    0

                               n OP'
                            •   T3')i
                            O .Ir*
                            DDK
              0.0
                                                                          0           P

                                                                      0          P
                                                    B
                                                   P  0
                                                                0    r>

                                                                   P 0
                                                                            "O1 Jr 't'r>  vjc^
                                                                             R?V!»T!nM
                                        isaoi.un.ouo
                                                            juooooo.oco
                                                                                 voooo.ooo
                                                                             TOI-L....


                                                                             •••.*•••»*•

                                                                              oOOOOOO.C
                                                                                                 1
                                                                                                Si
                                                                                                                              S2SOO.OOO
                                                                                                                          »   45000.000
                                                                                                                              37500.000
                                                                                                                              30000.000
                                                                                                                              £2500.000
                                                                                                                               1SOOO.OOO
                                                                                                                                7SOO.OOO
                                                                                                                                   0.0
                                                                                                                               -7SOO.OOO

-------
                                                   PLJT OF oestKvto AND
                                                                                    VALUES.
                    VrirYio;
                                        'MIOTO.OOJ           ^oo.-.oj.ooo           i^ouooa.ooo          ifeooooo.ooo          2000000.000
                                                  6"i.i,oO.OP">          ItlU'JOOO.OOn           1400000.003          IdOOOno.OOO
               :  NORF1FIEU) - LOW RDM
               !   HMD
                    :lM.
                            (A V.-.LII-U.. 7j^ii.l J-.PO
7
0
                                   F
                                 VALOE

                                331. ..8145
                                                                               HO
       0    PP
0         P
  OOP
       f>    O
0   f   0
               ."T)atHgCUUV
                                                             0 V
                                                     0    Hd

                                                     •J or1  0
                                                     «*   JO
                                                                                                                                   9000.000
                                                                                                                                   8300.000
                                                                                                                              »    7800.000
                                                                                                                                      •     6800.000
                                                                                                                                   SBOO.OOO
                                                                                                                              *    4600.000
                                                                                                                                   3800.000
                                          -  0
                                     rj OK   00
      jortl.. 1.1ft «
                                o  ->     O
	oin.iip »
                                                                           "MF TO' •>*•'"' ^V^-,! •: ..."i
                                                                                                   T.:-I-L....
                                                                                                                                      •     2800.000
                                                                                                                                      •




                                                                                                                                           1800.000
                                                                                                                                  , - •  .

                                                                                                                             i-(i*).iin-)          looaoou.oo'i           l4oouoo.oou          laooooo.ooo
-R«»»!>I» sra».i;TxTj.-<     o.n     lo ••*•••••••!
                                                                 i -
                                                                       i*t/d«jr

-------
                          :.1,1 no. ••.;>••
                                                      PLOT OF  OHi»t.K*EO AND p*tcuiciu) VALUES.

                                           ,0         H ;. OCOO.uOO         12000'JUO.OOO         16000000.000        20000000.000
                                            6i»:0000.000         10000000.000        IAOC0000.000         IbOOOOOO.OOO
                   '  ; NOKHHELD - HIGH FUN
                     •SOUK
                                                                                                            0        f
                                                                                                                              »   67SOO.OOO
                                                                                                                                  60000.000
                                                                                                                              «   S2SOO.OOO
                                 (K ^/^M
                                                                                                        P 0
                                                                                                                              •   45000.000
cd
   F
 VALUE

465.79419
                                                                                0  K
                                                                            0 I*
                                                                         0  P
                                                                                                                              *   37SOO.OOO
                                                                                                                              »   30000.000
                                                     0        V
                                                       0 dfP'J     0
                                                                                                                              •   32500.000
                                                            0       O
                                                                                                                                  1SOOO.OOO
                                    (J i-'fO
                                    !.l>'^  0
                                                                                               •    7500,000
                                                                                       ?  OF  VA-»Ial 1C J
                                                                                                                      ''"£t  v»t-
                                                                                                                                      0.0
                                                                                                                         1
                                                                                                                        SI    •
                                                                                                                              «   -7500.000
                        ? in inu.,,00
                       - -is FVVM .«
                                                      •B'^uOPO.OOC         liJOOO'UUO.OOU      '  16UOOOOO.OnO         20UOOOOO.OOO
                                                      00        IdUbuCOU.OOO         1*000000.OOt         10000000.000

-------
                                                 PLOT
                                                                 »NO
                                                                     JOOOJOC.OOO
                                                                                       <,000000.!)00
                                                                                                          5000000.000
                   :  JORIfFIELD - UN FLOW
u>
•
M -
          -«, a TfT"' 3 T~»
                              14 VAI.
                                     f
                                   VALUE
                              ^n Y
                                   T c T r n
 U


  0  P
   p
P 0
                                               0   OOPP


                                              0  r1^  0
                                               JHO   U

                                              rVO
                                                  OK
                                                                   0   . •»



                                                                   P PO   0
                                                                             O
                                                                               U
                                                                                                                      9800.000
                                                                                                                      8800.000
                                                                                                                      7800.000
                                                                                                                       6800.000
                                                                                                                  »    5800.000
                                                                                                                  «    4800.000
                                                                                                                       3800.000
                                                                                                                   *    2800.000
                                                                          T-i  er
                                                •-•;:-•-—	—5£»££i	;;;s3;5:5;o-       ^-oW....o
                                                ,.000°       ^..0000.000        JSOO-OO.OOU        4SOOOOO.OOO

                                                                                                                   »    1800.000
                                                                                                 rS-TFOO^
                                                                                                           •

                                                                                                     I
                                                                                                   fc^      •
                                                                                                   -V      •
                                                                                                ••«•••*••»•*
                                                                                                                        800.000
       -C8»P-J
                          F"
-------
                                                      PL'.'T OK UHbE^Vt'J AND PneuiCltO VALUtS.
                                J,I)M )..«• .;            I'jitou.UOQ
                                        ""l^owfi'.'uao            ZouOo.ooo
                                                                                   35000.000           45000*000
                                                                         JOOOO.OOO           40000.000
          :  NORnFIQJ) - HIGH FUW
          *  IHj - ^
         ":  HAD
          *
41000.000 V
                                                                                                                                 46000.000
                                                                                                                             •   41000.000
                                                                                                                                 36000.000
8
        M  21000.0'-"1  •
                                                                                         XMPAM
                                                                                                                      .-^ ir. < •   31000.000
                                                                                        -cd^n.ftTiON rocc	     n.i*^9»   Z6000.ooo
                                                                                                F
                                                                                              VALUE

                                                                                               3.34357
                                                                                                                                 21000.000
                 ••
                -!)'
                 II
                 0
                 O
                  )
                                   •)"
                        	SOURCE 01

                        "r>t)F To PFROFSST^M
                            "

                                           |V..,UU. U-l.
                                                               dOOOO.OOO
                                                               _    ^
                                                                                                                                  16000.000
                                                                                                                                  11000.000
                                                                                                                                   6000.000
                                                                                                                         1000.000
                                                                                    40000.000
                                                                                                         40000.000

-------
                                                               UF CobtKvKO ANO ?Ke.01C1tD VALUtS.
                                                           l-.oO.t'1'O             2500.000             JSOO.OOO             4500.000
                                                                      20t>!>.OJO             3000.000             4000.000
                                   - LOW FLOW
                       * LOAD
                                                           ' )0
                                            F
                                          VALUE
                                                                                      PP
                                                                                    H -
                                                                                                  o ••
01

U)
           i
           x
                                                                                00
                                                                                                  W»-»I4TI''>:
                                0
                              	Q
                                n
                                n
                              '  D
TO"
                                                                                                      . ...  ..  .
                                                                                               *>rHT «• '• i i-'fSSi '.•%...
                                                                                                           TCI..L...
                                                                                                                          v"
                          •_V	  5,13.<,(!9            . 1SOO.OOC             250C.OOU         •    3MO.OOO             4500.000
                               ,,.0                IKOu.OUi!             ^Ot»O.OOJ             3000.00V*             4000.000
                           ;;rv^ F~OM   -•««>(...":fiOU Tu   ^.^^0.0^0•!
                                                                    I - «H3-l2
                                                                                                                                         8250.000
                                                                                                                                         7500.000
                                                                                                                                         6750.000
                                                                                                                                         6000.000
                                                                                                                                         5250.000
                                                                                                                                         4500.000
                                                                                                                                         3750.000
                                                                                                                                         3000.000
                                                 2250.000
                                                                                                                                          1500.000
                                                                                                                                           750.000

-------
                                             PLOT  '.>P ObitKveO AND PritulCltU VALOtS.
           !  PHOSPHfflES

           •  LOAD
17*00. <
     .')'!'»
                                       ?00(i-l.01J            tUOOO.OOU            6UOOU.U90            80000.000
                                                  aooio.ooo            SOOOM.OOO     .       Toono.ooo
                                         00
                                        . ()'  p
                                   0  PP                  0


                                    PH     o         U
          O       OP
        -  0- -    n  HP   o
          a        c


          O   00 °^ 0
	0	C» P=>

          o  o P
   	  0  Or*
                                                             0

                                                             o
                                                                     00
                                                                                                                       *   67500.000
                                           60000.000
 YWEA*....V

 INrp'CTPT" (*' V4l."l"fc ) ...


"C^W^tATION  TOT	
                                                                                                F
                                                                                              VALUE


                                                                                              11.75V70
                                                                                                            i7-> /.-'I '»'•«


                                                                                                               .i.«."-7
                                    Or
                                                                           TO asr.s.S'*. i "
                                                                       OPWTATTON A'iO'»T
                                  I
                                 ril
-Tcon.no'>  •
                                                                                                                           52500.000
                                                                                                                           45000.000
                                           37500.000
                                                                                                                           30000.000
                                                                                                                           22SOO.OOO
                                           IbOOO.OOO
                                                                                                                            7500.000
                                                                                                                                0.0
                                                                                                                       »   -7500.000
                      rr.O"             70001*000            nOOOO.OOO .           69UOO.OOO            bOOOO.OOO
                             lijfi')'J.OOO            300UU.90U            'JUI'00.000             70000.000
                        •»•>•«»»•«• ru svonti.ocon         PBOSPHATKS

-------
                                                   'JT  -JF UlSEnVEO »NO PhcUlCltu) VAUJfcS.
                                 6.9              J'">"O.UOUOO.OOO            75000.000           105000.000

                           -uwaw
            _o»oo^j>on_»  RDSPHA7T3
                      :  um
w

U1
                                    U
                                    O
  M
    •»«on.po'<  »
                                          00     f>
                                         •T?    P
                                          O    ^MJ

                                          o  •*
                                          j i»
                                          u *»

                                           Htl
                                          •r •    o
                                         •»0
                               pi)
                                f.0              3-1C09.000

rjpjpij SC«I.F *TTT'rv!)S  F-JM ••••*•••••  10 ••••••••*«
                                                                                    YMEAN.....
                                                                                                             ••<><. r . u
                                                                                   "coni*Ft*Tir"'i ro=c.
                                                                                                                .'.-^/-i.
                                                                                                           f
                                                                                                         VALUE

                                                                                                         10.30*16
                                                                        "-Vlf TO orr,9F«;st »\.
                                                                                               Tortu....
                                                                                                          i«0i7c n T r f ••
                                                                                                                              9800.000
                                                                                                                              4800.000
                                                                                                                              7800.000
                                                                                                                             6800.000
                                                                                                                             5800.000
                                                                                                                             4800.QUO
                                                                                                                             3600.000
                                                                                                                             2800.000
                                                                                                                             1800.000
                                                                                                                              800.000
                                                                                                  90000.000           120000.000
                                                                                        7SUOO.OOO           103000.000
                                                       T - PHOSPHATES 1 lit/day

-------
                                               PLOT OF OBSERVED AND PREDICTED VALUES.
                         gooooeo.ooo
                                              >000000»00»-
                                                                 6069808.000
                                                                                      6009000.000
                                                                                                          10000000.000
1000000.000
3000000.000
                                                       5000000.000
                                                                            7000000.000
                                                                                                9000000.000
              ~ (XJRfflFiaj)~-"HiGH FLOW

              : HflRffESS              '~
                                                                                                                         67500.0
    60000.000 •
                                                                                                                     •   60000.000
   •S?500.000
                                                                                                                     .»   52500.000
                                       17*52.92308
             -.- INTERCEPT- ««Hf*t«E»-rvs «61719.52105-
                                                                                                                         AC ft I* *> Aftft
    37500.000 «•
                                                                                                                     .37500.000
 5
. O
i
x
                                                              0  P
    30000.000 »	*	
              .	VALUE
                                                                                                                  	• —30000.000   	4
               .   5*2.76099
               0  PP 0
                                           -O—PP
                                                                     -—— SOURCE- OF -VARIATION-
                                                                                                             FREEDOM
    1SOOO.OOO »
                                      0 PBP  00
                                     0 P 000
                                  0 PB
                                                                        OUE TO
                                                                        DEVI»TION A90UT REGRFSSION.
                                                                              1   .
                                                                             50   *   15000.000
                              O OP P  0
      7500.000
                        0 OP BO
                      OOPP
                                                                                                                     •    7500.000
    -7SOO.OO« »   	
                                                                                                                     -•.---7500.000
                         2000000*000         4000000.000         6000000.000          8000000.000        10000000.000
               1000000.000         3000000.000         5000000.000          7000000.000          4000000.000
         ^i r FXTFMDS FROU •**»*••••• T^ ••«•*•••
                                                     I - HARDKESS Ibs/day

-------
                                                          PLOT or OBSERVED AND PREDICTED VALUES.
                                     -30W
          900000iOO(
                             -«<»«<
                                                                                                  -*K
                                                          r««4
                                                                                              3780990.C0(
                                 0.0
600000.000
                                           1200000.009
1830000.000
                                                                                                             2*00000.000
     I   	
                                    - IflJ FLOW	—	
                                      ljuvi I Lx/n
               » TH «••*L6 EXT€
                                                                 T - HASDITESS

-------
                                              PLOT OF 08St«veo  AND  ppeuiCTto VALUES.

                              ,000         l?000'>0.00l>          IdOfiO" J.OUO          2400000.000          3000000.000
                                  90000''.000         1501/000.000          clOOOOO.JOQ         3700000.050
   37=500.000
z
u
   moon.o
   isono.oon
       O.D
              fWRFIELD - HIGH RJDH
              SULFATES
              LOAD
                         (4 V»LH£)'."..
                           F
                         v»Lut

                        367.908&S
                                                      p

                                                      0.
                                                          HU
                          0
                                       P     0
	0 -
         oo    o  r>
—	o-  o~
                                                                         soi»rr
                                                                          TO
                       00
               ap  n
                                                                                           TOTAL....
      •   67500.000
      •
      .
      • •

      •   60000.000
      •
  OP.
      •

      *   s?soo.ooo
      •
      •
     0.

      •   45000.000
      •
      •
      •

      •   37500.000
      •
      •
      •

          30000.000
      •
      •
      •

      »   22500.000
      •
      •
      •

      •   15000.000.
      •



 1         7500.000

SI
      •

              0.0
      •
      •
      •

      *   -7500.000
_.   -.- •- »,o01vO.COO"
                    ^oouoo.uoo
                                                    OO          1UOOOOO.UOO         £400000. 000          3000000.000
                                                      laououu.oun          2100000.000         2700000.000
                                                    X - SUITATE lb*/eajr

-------
              -7SOOO.p£_.l_          7bV.(j.
                                           PLOT OF  oysEKVE.0 *NO pMtoicito  VALUES.

                                             SVSOO'J y«C          37SUCO-000           S>2SOOO.OOO           675000.000
                                   150000.000           30*000.000          450000.000          600000.000
         : NORTOFIEU) - UOW FLOW
oarn.onn . SULFATES
         I LOAD
              .      .  YMP&M.....
                      COPULATION
                                   VALUE

                                  241.90137
CO
        X
                                                  0     o
                                                 0
                                                      0
                                                  0     op
                                                        P
                                                  U  P  'J
                                                             0     PP      O
                                                                OP
                                                           OP      0
                                                             UP
                                                            P         0
                                                   0       P

                                                       PO      0        0

                                                   PP   0
                                                   P  0
                                              0   P
                                               OKU

                                            OPP   0
                                          PO
                               •-	   nP

                                                                                           V A" I»T f
                                                                              f).>- TO JcaSU^T-v
                                                                                                            P   0
                                                                                                                   f»t <«*••?
                                                                                                               i
                                                                                                             ..*
                                                                                                                                   9800.000
                                                                                                                                   8800.000
                                                                                                                                   7800.000
                                                                                                                                   6800.000
                                                                                                                                   S800.000
                                                                                                                                   4600.000
                                                                                                                         3aoo.ooo
                                                                                                                                    2BOO.OOO
                                                                                                                                    1800.000
                                                                                                                                     800.000
               _TVr.i;*.">03 "
                                               l^OuO.OOO
                                             \U  «*«••»o»«t
                                                                   3-JOOOO.OOO
                                                                                        fcSOOOO.OOJ
                                                                                                                              .000
                                                                                                             000000.000

-------
                                                      PLOT OF  tte
                                                                        ANO PkEolcito
                    0.9             4.100PO.OOO           400000. OCU    '      liJOOOOO.OOO          IbOOOOO.OOO         2000000.000
                      ---  ?f.i000.09f'-~          fOoOOO.OOO          1&»;!000.000         1*00000.000          1300000.000
                   '  :  NORIIFIEID - HIGH RDM
                       OURIDES
                       UM)
0
S
               . 000
              O.f>
                      YXE»N.....

                      INTF»Cf?T~
                                   en?*1.
                                    3        0

           OP OO
                              0 P  O
                                                                                       F or
                                                                                   ro
                                                                                                                                  67500.000
                                                                                                                                  60000.000
                                                                                                                              •   52500.000
                                                                                                                                  45000.000
                                                                                                                              •    37500.000
                                                                                                                                  30000.000
                                                                                                                              »   22500.000
                                                                                                                                  15000.000
                                                                                                                           UF
 1    *    7500.000
SO    •
•si    •
      •

      •       0.0
                                                                                                                              •   -7500.000
,|;-TV
                                                                            1<;OJO!)0.000      -    1600000.000         2000000.000
                                                                            0         1<»OOOOU.OOU          luOOOOU.OOO
                                            TO

-------
                PLOT OF  OBSERVED ANO p«fci>icito VALUES,

                        (00        "   3750UU.O
                     .»....••.
                             - uw RJ»
                        -LSIION  ('jp'.
                                   F
                                  VALUE
7
      £
      0
       i
      X
I. 07607
                                                                         BP
                              =O r
        — 40 n o . •» n n - »
                              »»
                             >»  0
                               0
                                                         p'      o
                                                        PPO
                                                       P   U   0
                                                                          0

                                                                       00  0
                                            3 0  P    0
                            ------ -O  0
                                                                                i trim  t-O'jr
                                                                                                                675000.000
                                           TO •
                                                                                                  TOTAL....
                                                                                   1
                                                                                  +t>
                                                                                  4.7
                                                                                                        .00000.000
                                                                                                                               9800.000
                                                                                                                               8800.000
                                                                                                                               7800.000
                                                                                                                               6800.000
                                                                                                                               5800.000
                                                                                                                                4800.000
                                                                                             3800.000
                                                                                                                                2800.000
                                                                                                                                1800.000
                                                                                                                                 800.000

-------
                                                PLOT  OF OBSERVED AND PPEDICTtO VALUES.
                                  ^a?l?0.'>0'«  *
               .   VALUE
               .   51.63870
2
sJ.    i«.cin.
      0000.000 •
      SPSQ.nno *
                                          o  a
                                       0    a

                                      0 OPP  0  0
                               o      r^>p

                                Op

p 0
•


• •
PP 0 0
L *o
•
0 PP 0
P 0
P • o
p
300
0
S°" ^aFjoo^
TOTAL.... "»0
rOAOu r^or*
OsO^^FPUF > V
o-poriTrTcT* Y

31500.000

27750.000

!
24000.000
I
|
j
202SO.OOO
16500.000
i
r
1P7SO.OOO


5250.000

1500.000
1
                                                                                                ~q=o-^co"i/Fp>=oDFr)TrTf n
                                                                                                                                 .600-
     *ndcoo.ooo          i/ofld'on". ooo          ^oo"'00*00?
p.y            »*00300.0          1600000.000          ii
-------
                                                    PLOT i)K oasEKveo AND p*
-------
                                                      "LOT  OF OBSEKVcD AND owEUlCltO VALUtS.
                              «'«f3rl''!)l>.l1oa          3750'.' K'.OOO         bitaOOQO.UGO          6/SOOOO.OOO          H2SOOOO.OOO
                             l/O^        lui'OOO'f.yoC          <*5 .
                    .' CO«"»"TL»TI'1N
                                                  e1. it't'-f
                                                                                                                 •   3ASOO.OOO
                                                                                                                          B     »    30750.000
                                                                                                                                    87000.000
                                    F
                                  VALUE

                               " 137.42H07
7
•" •>"
                                                                                               I*        0
                                                                 0       H
                                                                 0       P
                                                                                                                                «    23Z50.000
                                                                                                                 •    19500.000
                                                                                                                                    1S7SO.OOO
         l?roo.ooi
          4=00.00il  *
                           0 0
                                               3
                                            o  P
                                         P   0
                                                                                                                                    12000.000
                                                                                                                                     6250.000
                                                                                                                                •    4500.000
                         1 ?.oou
            Sf 1LV  - j!ii)uu.oon

                                                  I —
                                                                                  Ofl          oJSOOOO.OOO
                                                                                   boooooo. oco  •        /•sooooo.ooo
                                                                                                                                      750.000
                                                                                                            1
                                                                                                           11
                                                                                                           1?

-------
                                                             OF  OWbtxveO *(*0 PrttOlCTtO VALUtS.
•VOu 00. JO..
                                       »?T)01.0<10
                                                                      9J3C60.003          1^1)0000.000         IbOOOOO.OOO
                                                            750030. OCo         lOiOOOO.OOO          1350000.000
                      I  WILBER - IDM FLOW
                      'SOLIDS
                      :  LOAD
                                  f »'
a
                                     VALOt

                                    VJ3. 05392'
                                    Y_
                                 r.y" r
                                               P     0
                                                             o        c

                                                                   ft-         0
                                                                                          P   0
                                                                                                       3825.000
                                                                                                                                    3450.000
                                                                                                                                    3075.000
                                                                                                                               »    2700.000
                                                                                                        2325.000
                                                                                                                                     1950.000
                                                                                                                               «     1575.000
                                                                                                                                     1200.000
                                 a
                               M
                                                                                             »VMATIO\
                                                                                tVWT-lTlO-1
                                                                                            »FF OF
                                                                                         KSEF.CO*

                                                                                              1

                                                                                             lu
                                                                                                                                      835.000
                                                                                                                                      A50.000
                             -Tn:opo.nnn
                   1-5'• ••i:>."0'.
                     AOOOiiO.090           ^00000.000   •       1200000.000         1SOOOOO.OOO
                     ii           litioau.OUU          iySOOOO.OO"          U50050.000

                                  T -

-------
                                            PLOT OF OBSERVED AND PREDICTED VALUES.
                  ioooaeo.888
                                                          7500000.000
                                                                              10500000.000
                                                                                                  13580000.000
              0.0
                            3000000.000
                                                6000000.000
9000000.000
12000000.000
           .MILDER-HIGH FU3W
31500.000 •
          . LOAD
                                                                                                                   »    31500.000
                                                           1 P
                                                                         XMEAN	
                                                                                                 10351.323S8
                                                                     — INTERCEPT-^ VALUEK«3«1707.31338	.
 24000.000
                                                                                                      	•_  24000.000	
                                                                                                     - Jf _	
                                                                                                     -VAtOE	
                                                                                                                      20350.000
                                                                                                     18.75551
 1J750.001 •
                                                                                                                   «    127SO.OOO
                                                                ——SOURCE OF-VA9IATIOM-
                                                                                                        FBCEOOM
9000.000 * 00 PP
0 P
	 : 	 . 	 00 I»P 	

ff

DEVIATION AROUT REGRESSION....
— — — ^— ^— 	 TOTAI .
1 9000.000
aft » — • —
                     OOPP
                   0  P
  1500.OOP »—
                                                                                                                        1500.000
                                                                                                   COOES
                                                                                                                       s-2250.000	
                  1SOOOOO.OOO         4500000.000         7500000.000         10500000.000        13500000.000
              0.0           3000000.000         6000000.000          9000000.000        12000000.000
tf»H ^/* at p CJtTrtJDS f ROM '^ttf^^f^^P** TO **••**•*»*	

                                                     I - HARDNESS its/day

-------
                                              PtOT OF OBSERVED AND PREDICTED  VALUES.
                                                                                                       inooooo.009
                  0.0            400000.000          000000.000          1200000.000          1600000.000
             : WIUER- UM HJW
    MMUB  OOP • HftRgESS
    •**UU • WUU    r«»«^*^
             lLOAD
             •		•- -  7800.000
    7POO.OOO -•-•        		      -   -	-            	                                   _      	
   	.

   	IxHEAN		    75.75000    	       '	
   	. YfEftN.....^20300,0^607	                	   	_	^	6800.000-
    »i»>00.000
             . INTERCEPT  »**	                   	                    	—
                                                       T - HARKI2SS Ibs/day

-------
                                                        PLOT OF
                                                                         AND HkeuicTto
                        WILDER - HIGH FUN

                        SULFATES
                                                                                .uuu          <:100000.000          2700000.000
                                                                                   lai-'jooo.aoe         2*00000.000
                                                                                                                                    31500.000
                                                 10-ill
                                  " (A v.n.u-J .'..
                                          F
                                        VALUE
00

4^
00
169.03896
                                                              0   P
                                                                                                                                .    27750.000
                                                                                                                                    34000.000
                                                                                                                                    20250.000
                                                                                                                                »   16SOO.OOO
                                                                                                                                    12750.000
           00  OKP
            r-O
           PPO
                                                            ,0
                                                     >F V«"fI*TI3-J



                                              To" *fn,«i ss I ^".TJT^ •
                                                     .•*••••*•
                                                                          laOOOOO.JOO
                                                                        H)0

                                                                 T - SULTATE Its/day
                                                                                                                          " 1
                                                                                                                          ?«*
                                                                                                                           10
                                                  .»*....*..•.*....*....*..•.*••.•••••
                                                       210UOOO.OOU         2700000*000
                                                      IOU          2<«00000.000
                                                                                                                                •    9000.000
                                                                                                                                     S2SO.OOO
                                                                                                                                      1500.000
                                                                                                                                •   -2250.000

-------
                                                                                              VALUtb.
                    .U'"iit>'i.i.".> i
                    -•n-••*••••-••.•;•
                       !  HIUDER - UW FLOW
                    '?.''. *  .
                       !  HMD
             7000.
 C  ••' ' !-)...-

> j  r .-- ......
                                                            3 '0 '
                                                        .'.-.'5517
                                                                             »M."J I' 0 «) . tK")           VOOOOO.OuO          llOUOOO.OOO
                                                                            .i           75<)0i>0.000  .        10SOOOO.OOO
                                                                                                                                        •    8800.000
                                                                                                                                        •    7SOO.OOO
                                                                                                                                             6800.000
CO
                                           F
                                         VftLUt

                                        20H.V0776
                                                            OC
                                                                     PP
                                                                   P 0
                                                                                                         S800.000
                                                                                                                                        *    4000.000
                                                                                                          3900.000
              •jonn.'»nr  *
                                                    OJ    ->
                                                  0 Or-
                                              C'J
                                                                                                                                              ZBOO.OOO
                                                                                                                                              1800.000
                                                                                                                                               800.000
                                                                                                                                   1
                                                                                                                                 *?^     •
                                                                                                                                 i-4     •     -200.000
                                                 (D
                                          t-POOOO.CJJ'j'
                                  J«)0.vrtll

                                   T - SULFATE lb»/day
                                                                                                    VtJOCOO.OOO          1
-------
                                                          ML'»I OF OobEnvEO A*0 PHEUICItO V»LOtS.
                                lbl.iiOn.utK-           •»•»-. u-.i-j.'JO')           7500vO.OOU          JO&OOOO.OOO          1350000.000
                                           >,jv'OoU".0~t.t           bl.-CCO.WOO          VO'JtlOO.OOO          1300900.000
;  HIUER - HIGH RDM
!  Q1JDRIDES
!  U3AD
                                                                                                                                        31500.000
                                                                                              P
                                                                                                                                        277SO.OOO
                                                                                                                                        24000.000
                                        F
                                      VALUE

                                     105.15770
tn
O
•*.
o
                                                     o     P
                                                                                                             •    20250.000
                                                                                                             «    16500.000
          I
          x
                                                                                                                  12750.000
                        0 P

                       PP 0

                          u
                                   OOP-  0
                                 P 0
                                                                                                 V.*.-TaTI"N
                                                                                                         •••>ii; •!....
                                                                                                          ror..L....
                                                                                                                   COOPS
                                                                                                                                          9000.000
                                                                                                                                          5250.000
                                                                                                                                          1500.000
                                                                                                                                    •    -2250.000
                                                                                                                     1350000.000
                                                                 •tOQOUO.ttOQ         '  >»0 jOOU.OSJil

                                                                 I - CHLORIDES Ibs/day

-------
                                                                         ANO 'KtulCltO V»LUtS.
                                     3 'Mf.n.O'j i
 •»it!)i>{i.OUi)           1 vjci'C.ooo          210000.000           270000.000
          12tM>00.000           180000.000          2*0000.000
         . .»	.	»....«.........»'. ...*....*....«....*....*....».
                     I  WUB-LDWRDW

                     I  QLDRIEES
                     I  LOAD
                                                      o  f
                                                                      •     8800.000
            7001).nf>^ *
                                                                                                                               •     7800.000
                                                                                                                                    6800.000
                                     VALUE
                                                                                                                               •     saoo.ooo
B
         i
         M
  o -

0      -H
                        (J
                                                                                                                                    4800.000
                                                                            3800.000
                                                         f1  P
                                                                                                                                    2800.000
                                                    t(o 0
                                                   f-  0
                                                                                                                               *    1800.000
                                                                                                                     Ot""fcfc Of »
                                                                                                                      FrtfFOOM  .
                                                                                                                                     800.000
                                                                               r»rVT»TIOM aaniJT x»i>»» a-m,m....
                                                                                                     TOI AC....
                                                                       •    -200.000
                                     T>o'>r'.0(!0'
                               O.u
                                              ro
                     ISOGOO.uOO        •   710000.OAO          270000.000*
                    .1           1HQOOU.OOO          2*1)000.000

-------