EPA-600/3-78-033
March 1978                                    Ecological Research Series
                                 EFFECTS  OF  DIVERSION
                                AND  ALUM  APPLICATION
                            ON  TWO  EUTROPHIC  LAKES

                                        Environmental Research Laboratory
                                       Office of Research and Development
                                       U.S. Environmental Protection Agency
                                              Corvallis, Oregon 97330

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RESEARCH REPORTING SERIES
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                                           EPA-600/3-78-033
                                           March 1978
 EFFECTS OF  DIVERSION AND ALUM APPLICATION
           ON TWO EUTROPHIC LAKES
                     by
              G. Dennis Cooke1
              Robert T. Heath1
             Robert H. Kennedy1
             Murray R. McComas2
     1 Department of Biological Sciences
          2Department of Geology
           Kent State University
             Kent, Ohio  44242
                 R  801936



              Project Officer

             Kenneth W. Malueg

           Special  Studies  Branch
Corvallis Environmental Research Laboratory
          Corvallis, Oregon  97330
CORVALLIS ENVIRONMENTAL RESEARCH LABORATORY
     OFFICE  OF  RESEARCH  AND  DEVELOPMENT
    U.S.  ENVIRONMENTAL PROTECTION AGENCY
          CORVALLIS, OREGON   97330

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                                 DISCLAIMER
     This report  has  been reviewed by the Corvallis  Environmental Research
Laboratory,  U.S.  Environmental  Protection Agency,  and approved for publica-
tion.  Approval  does  not signify that the contents  necessarily reflect the
views and policies oE  the  U.S. Environmental  Protection Agency,  nor  does
mention  of  trade  names  or  commercial products  constitute  endorsement  or
recommendation for use.
                                     11

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                                  FOREWORD
     Effective  regulatory  and enforcement actions by  the  Environmental  Pro-
tection Agency would be virtually impossible without sound scientific data on
pollutants  and their  impact on  environmental stability  and human  health
Responsibility  for building  this data base  has  been  assigned  r_>  EPA's Office
of Research and Development and its 15 major  field installation, one of which
is the Corvallis Environmental Research Laboratory  (CERL),  in Oregon.

     The  primary  mission  of the  Corvallis Laboratory  is  research on  tn<->
effects of  environmental pollutants on  terrestrial, freshwater, and  marine
ecosystems; the behavior, effects  and control of pollutants  in lake systems;
and the development of predictive models on the movement of pollutants in tr^
biosphere.

     This  report   provides   a  valuable  contribution  to  knowledge of  1 ••)«<-
restoration and eutrophication  control  espec la I \ •••  in areas of diversion am-
in-lake treatment.

                                        A, P. B.utsrh
                                        Pir fK'U'r
                                        O.' i va i ; i s En •/1 r onmer: t a <
                                        Resear fh Labor.it ory

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                                   ABSTRACT
     Two questions were asked:   <\\  Will diversion of septic  tank  drainage
from East  (ETL) and West (WTL)  Twin Lakes, two shallow  ( <5M),   morphornetri-
cally  similar, dimictic  lakes  in  Nor tho^'-T n  Ohio,  bring  about  reduced
symptoms  of  eutrophication  and   (/)  will  a  maximum  hypolimnetic  dose  of
aluminum sulfate  to 'WTL,  def inex<-p.--tr. ().()'>  mg Al/1,  reduce  internal
phosphorus  (P)  loading  and further  n>.prov< ' n<-  l.nke?
                                          w>>i
     A return  to  normal fecal coliform
occurred after diversion.  While P  in <-t
to an "acceptable" level  (VolJenwpid^s ,
important P  source.   P in the lakp<- wis
tion,  measured as  algal  standing  <-\<^i
(1972), but  P and biomass levels r<>rna'np
eutrophic  lakes.   Had diversion no*  o-
closed to  recreation  due  to  ^XCP^S i v.-
very eutrophic.

     The P content of the lakes varied
pre-thermal  stratification low,  followed  i«y <\
100% of which was due  to net  internal p ioadi
this loading was  hypolimnetic in origin,  H'J
were added to the hypolimnion of WTl.  in July
control.   Alum  was  earlier   shown  t<- ho  ••>
sediment P release for  up to  two yeai e m  col
jutu columns.   The  dose as  defined  •«••>.<•- r-.h-
to certain littoral  invertebrates.
       in  the study streams and  lakes
      was  reduced,  income did  not fall
      .  '^roundwater was found  to be  an
      --d,  and symptoms of eutrophica-
      •>  i educed just  after  diversion
i within i^nges expected  of moderately
•c.irifd,  Mie lakes  would probably  be
•oli!->rm  levels and be classified  as
                                                  from a late winter high to a
                                               increase over the summer, up to
                                               i.  Based on the hypothesis that
                                               r> M5  (16,919   gals)  of  alum
                                               /r , leaving ETL as a downstream
                                               •"••Mve  in  retarding  anaerobic
                                               i   ak>>,  and up to 104 dciys in _in
                                               )  t o-  OP  non-toxic  to  fish  and
     Hypolimnetic  P  concentration
internal P  loading,  while reduced,
suggesting  the  littoral as an
     Epi limnetic  P was  also lowers i,  _;r
reduction in symptoms,  but  WTL remiint'd
or  excessive  concentrations  of:  1 1 'Un .
obsei' vecl.
                                               v,,i«  tireatly  lowered,  but  net
                                               -•• t  .1  significant rate,  strongly
                                          ..  i < :phir  ,U,ite Index indice.ted some
                                          'it < <.ph i '• iri 1976.  No adverse; effects
                                          ui ,  suliato   or  hydrogen  ion  were
     The  treatment may  continue to  !»->  p{f<-" n\,o,  Imt  could be  overcome by
contlnue'd excessive  loading resulting ti  -in p>'<>r latul management.
                                     IV

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     It is suggested that hypolimnetic alum applications may be more effective
in large  lakes where  seiches  and vertical entrainment of  hypolimnetic P are
more significant.  The cost for  these lakes could be  excessive.

     Details for determining and applying an alum dose are  given.

     This  report  was  submitted m fulfillment  of  Project Number 16010 HCS,
Contract  Number  R  801936,  by  Kent  State  University,  under  the  (partial)
sponsorship of the U.S. Environmental Protection Agency.  This report  covers  a
research period from November  197!  to January 1976,  and work was  completed :.n
June 1977.

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                                   CONTENTS
Disclaimer		 i i
Forewor d	• •	«	  ii i
Abstract  	-		 iv
Figures  -	.......	 . . .	 i x
Tables	..«.,..,......,..  ........ xi
Acknowledgment.  ...,..,	  xiii

  I.    Intr oduet ion	  1
  2.   Conclus ions	..........		  3
  3.   Recommendations	  4
  4 .   Wat«r shed  Character ist ics  	,	,,,..,	  5
        Gee, Sog;	 .  5
        LV, it s r a 1 Dev <•-> 1 opraent	  ....................  8
        Limnology		  8
  "~i.   MateL Lai.;  and Methods	 13
        Hydr ology  . . ,	,		 13
        L ] mno 1 oq\-		 18
        A ; ;,rn: ~,\i^ Scl ' dt e Appl ioa rion	   ,	 19
  t.   Wc-HU'i---,  ,.,,,	.,		 22
       Intr .-duct ;• .ri .,.,,..,	,	, ,	 22
      K\ id*-ru:e ot  P(.< >gpho-us Lin i tat ion  . ,	 22
      W-iter and  Phosphorus Badgers  ,		 29
        S^;,'t i ',. Tank  1.1 vet sion	................	 29
          Ffiet.'t. M! L'lversion on Watet and Phosphorus Budgets  ........ 29
            Wat PI  budqe t		,	, 29
            Phosphor u.s budget	,	 33
            Vol 1 eiweid^r phosphorus  Loading mode. 1	, 41
      Effects of Divei :>ion and Treatment, or. PhospMo; us  ............... 4)
             rnurif'd lat P  effects of aluminum sulfat e 11 eatment ........... 4J
            Eft ec.ts 01  phosphorus; content ot the  SaKe?' ........  	, 44
             i it <-M na i  phosphor ur> i oa 1i ng  .....	 57
        Kt ;-'-;!  ,i  Cor ^uo'tanc'r, pH, Alkdlinity,  ind  Aiurcinum  .,  ....... 61
      '" •<:>.";.• •  I   ',-.'•  •: )t; a'ld Tiea'.ment or '•'.  .  .• .  -;-.\ Indi>..,at i  .,.,. (, f:
        C< > i i tor ",; L.U':; -•; »d	 .  ,   ..,.,..   ,	..,,....,.. b2
        C<- i I Volume,  .'*, lot opn/11,  Phytopld'm t,.T',  .-•-,:  -.   .;'
        Ti ..jrsspar enc>	,.....,..,.....,.	 6*
        Oxy ^en L".»!. i <:11r.	 70
        Mac.-: ophyt.es  ,	  ....... 70
      Troph ;.- State Index		 70
  7.   Di.s<"ir,=;ion	 73

References	 76
                                      VII

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Appendix	„	  81
  Introduction 	 	  81
  Dose Determination Experiment	  81
  Phosphorus Removal Efficiency 	  83
  In Situ Column Experiment	  85
  Aluminum Toxicity Exper iment	  86
  Dollar Lake Treatment	,	  89
  Dose Determination for West Twin Lake Treatment	,	  89
  Alum Application	  95
  Equipment for Alum Application	  97
  Alum Application Procedures  	  100
  Cost of West Twin Alum Application	LOO
                                    Vlll

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                                   FIGURES

Number                                                            Page

 1   Glacial stratigraphy of the Twin Lakes Watershed	  6

 2   Surficial materials in the Twin Lakes Watershed 	  7

 3   Depth contours of the Twin Lakes	 10

 4   Location of streams enter ing Twin Lakes and Dollar Lake 	 14

 5   Relation between mean epilimnetic chlorophyll a_ and
       spring phosphorus concentration at Twin Lakes	 24

 6   Relationship between algal cell size and alkaline
       phosphatase activity	 27

 7   Alkaline phosphatase activity, specific activity and cell
       volume in East Twin Lake, 1972	 28

 8   Percent septic tank diversion during 1972-1974 	 30

 9   Location of piezometers in and around experimental
       leach field	,	 35

10   Total phosphorus concentration above, in, and below
       experimental leach field after diversion 	 36

11   Phosphorus concentration, water discharge and cumulative
       sewer tie-in, stream 2S 	 37

12   Phosphorus discharged by stream 2S to West Twin
       after diversion 	 38

13   Positions of East and West Twin Lakes on Vollenweider
       (1976) loading diagram, 1972-1976 	 42

14   Alkalinity and pH of West Twin before and after hypolimnetic
       aluminum sulfate application 	 45

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Number                                                              Page

15   Soluble reactive and filterable  total phosjphorus of
       West Twin before and after hypolimnetic aluminum sulfate
       application  . ., ............................................    47

16   Total phosphorus and dissolved oxygen of West Twin
       before and after hypolimnetic  aluminum sulfate application    48

17   Phosphorus content of West Twin  Lake, 1972-1972 ............    49

18   Phosphorus content of East Twin  Lake, 1972-1976 .............    50

19   Mean seasonal  total phosphorus concentration in East
       and West Twin Lakes, 1971-1976 ......... ...................    52

20   Mean filterable total phosphorus concentration in the
       Twin Lakes,  1973-1976 .................. ...................    53

21   Mean soluble reactive phosphorus concentration in East
       and West Twin Lakes, 1971-1976 ......... ..... ..............    54

22   Changes in summer surface cell volume of the Twin
       Lakes 1971-1976 ...........................................    64

23   Changes in summer surface chlorophyll a^ of the Twin
       Lakes, 1971-1976 ...................... ... .................    66

24   Changes in summer surface seston of the Twin
       Lakes 1971-1976 .......................... .................    67

25   Changes in summer transparency of the Twin
       Lakes, 1971-1976 ......................... .................    68

A-l  Relationships  of aluminum dose,  residual dissolved
       aluminum, and lake water alkalinity ...... .................    82

A-2  Generalized model of the relation of maximum aluminum
       sulfate dose and lake water alkalinity ... .................    84

A-3  Relationship of Baume (60 F) and percent A-U0   ............    93
A-4  Temperature correction factors for 32-36  Be' liquors  ......    94

A-5  Curve to determine pounds of alum/gallon based on
       adjusted Baume1 ......................... .................    96

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                                    TABLES

Number                                                            Page

 1   Land use  in  Twin  Lakes  area,  1850  to 1880	    8

 2   Limnological features of  the  Twin  Lakes watershed	    9

 3   Seasonal  and annual  volume-weighted averages (-1971)
       of selected chemical  and  physical features of the Twin
       Lakes   'u<;,. i •  ,	,	   11

 4   SO;K .':*•, receiving  water and measuring techniques of
       suiface  streams  in Twin Lakes  Watershed  	   15

 5   Rate of annual  ^.   iridwater  flow  into the 'IVin Lakes,
       computed from f ivt- t '-cheques  .	   17

 6   Inorganic N/Soluhle  reactive   *v:qht rat ins	   23

 7   Algal assay  procedure:  East  Twin   •«,'   , , , . ,	 .   25

 8   Sources of annual  water (M~' x 10';  and pho:;p; , r  •:-;
        (Kg) income-outgo  for West  Twin  Lake
                                3      i
 9   Sources of annual water  (M   x  10  )  and phosphorus
        (Kg) income-outgo  for  East Twin  LaK^  .,...,
10   Mean annual phosphorus  concentration  in  water  sources .....   33

11   Water - phosphorus budgets of West  Twin  Lake 1972-1976 ....   39

12   Water - phosphorus budgets of East  Twin  Lake 1972-1976 ....   40

13   Pre- and post treatment aluminum  concentrations
      (lag Al/1) in West Twin Lake after  5  M aluminum sulfate
       application .............. . .................... ...........   43

14   Sulfate (mg SO /I) in East and West Twin before and
       after hypolimnetic alum application ...,....., ....... ...    46

15   Rate of increase  in phosphorus content;  spring low to
       summer high ................................... . .........   51
                                     XI

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Number^                                                             page

16   Observed  and  predicted (Dillon and K^glei .   97 n.-.oti
       coefficients  in the Twin Lak"";  .	   60

21   Fecal  coliform  colony forming units  (#/i.iOn=ii  in  urban
       stream  (25)		   63

22   Mean percent  phyla and species compost t-i->n '>f August
       surface (0.1  M)  samples  	-	   69

23   Oxygen deficits of East and West Twin  ; <  f	   70

24   Trophic State Index	   71

A-l  Percent mortality of  Pin>ep_hales promeLaf,  -if if,-   r-.no  week  ...   87

A-2  Benthic T-.eLMj-.vert^orates ut '-r •">;'•• '•• '  • 'if-itment	   88

A-3  Diversity index values on sampling nit"",  "f   each  group ....   88

A-4  Total  phosphorus concentration in water-  ff'tn -teated and
       untreated anaerobic Dollar Lake S'-- r,	   89

A-5  Jar test  results-dissolved aluminum  .'oncentrat ion (mg Al/1)   91

A-6  Gallons of  aluminum sulfate applied to w."U   IVir  Lake 	   98

A-7  Cost for  the  aluminum sulfate treatment «f Wf-st Twin
     Lake   	,	 - . • .  	  101
                                     K\ I

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      The  :p- •  •        ; ••••[ t    *  Ken*  •"  \-• •  . r  - -dr t iC'iJar 1-  the  Depart -
ments r-t  H>  '  ;.    ,     ,..,,-(   (;p,  , ,r_.   ,m, t >^   Vn'i-t  for  t'rba"  Regionalism
nnd   Env:ronme - • ,        >•         ,• >*   '   !y   ic-k':  *«. K^iq-^d,     Dr:~.   Eugene   P.
Wenninger,   'hat .(•.   "  •  '    .  - .    ' '   A  :'e;-, J :-"•,  ~u,<.i Mrs.  (."a'' ;  I'oncar were
par t L- • j 1 ar J •. ••.:-pD--'<  ,       •             •    '!.  t~i''-w::-;  ^raciuaf3 -.tudents were
act ive  in r^-u'Tf'^  . ••.  •              •    .           •  .  '> ; < ' - r ,  M,  ^;>  -n  fReiser) ,
0,  Ft a'•.',",- ^  ;..-."    '          " -                 •     - , a.  ',      !?. T.  T.ori i ,
R.  T '   ,  ^ .,->>:   ,  .  .-       , .                              .  . •,  r ,-.••>..  i% , : -, .
Tne.i   WIT"  -.'X.'r •   ;'->•'       , i i   .,:,>•                .  •   -    4  --        -.pe^Uij
mention  ">t  J.  a^okwi • !•  arm   1),  Waiier ,  w.^io  v"it t  • :  -nif   T i.--h  of  the  data
organization  should  be made.   Special  thanks  is  extended to E.  Rernhardt,  N.
Brown,  R.  R'szzi,  F,  Daqher  , and M.  Eiben  (Kaiser i  for  their •-:<•-'-  ;(>r]t  work  as
laboratory   *eo', r>ic: lan--1.    Tti*"  r H ^ T'   ;; •<• <=•• f'i i i'.   - -k- • >«•. ! ^H T-  '     " * i 'i!,;l
typiriu  11  i  (•li-j.-r lal  i"" ' "-*" u.:  ••  '  .'•   ;•<.")•''     ''•">!!':  ."rvn    a i  .."ompan.*
pro'-idf.i  •-.o  -i.,,."  '/-.-!  t   -  ••-     !'ii  " s- •   -•   i- •  - '     H.  Zu^-r,  '.f Allied
ChH-inc-1  -  "v  •• i  >-^' • . -  --  •• •   • •   a.-v-;-         •     -   •-,-»-.    '• r- t^search
wc.ij;i] ru t  .:•,'•  -  •  r-  p. p.  •' : i~  v i  •  •  '  '',(   i •            .,,.1  -  . >p'- r i*  ion -;f  the
Twin  LaK>-'   ^s^o.; i. i  t ic >ri arvi  the •-    :;.-'-           •'-.•,',!,  [.dk^-a  Waternned.
                                          x 111

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                                  SECTION 1

                                 INTRODUCTION
     Eutrophication  is the process of enrichment  of lakes with plant nutrients
and  particulate matter  which leads  to  increased biological production  and
decreased  lake volume.   This is  a  natural  process  which occurs  at  varying
rates, depending upon  factors such as soil type and ratio of drainage area to
lake surface  area,  and upon lake  properties such as  mean  depth and flushing
rate.   Where  activities  on  the  land  are intense,  the  rate may  be  greatly
accelerated  by erosion  or sewage  income,  leading  to  what  has been  termed
"cultural" eutrophication.  The symptoms of eutrophication, such as excessive
macrophytes,  blooms  of algae  and   fish  kills may result  in greatly decreased
recreational,  municipal,  or  industrial  use.

     Control  of algal  blooms  must ultimately  involve  a  reduction in external
income  to the lake.  Experiments with  algal  assays  (e.g.,  Miller et  al.
1974), in si_tu enclosures (e.g.,  Powers  et al.  1972), and  whole lakes  (e.g.,
Uohindler, 1974) have shown that  in most instances,  a  reduction in  phosphorus
concentration  alone  will  bring  about an algal  bloom decrease.   However,  a
means  of  macrophyte control,  a  more important  nuisance than  algae  in many
eutrophic lakes, is  less  well understood.

     While there are few  well-documented descriptions  of the response of lake's
to nutrient diversion, in those cases where diversion was sufficient to result
in a large reduction in lake phosphorus concentration, the lake-; nave exhiL-it-
ed measurable  improvements in quality  (e.g., Edmondson,  1970   ;-,s measured by
changes in plankton  abundance  and productivity.

     Most,  if  not  all,   of  the  reported  cases of nutrient diversion have
involved  the  control of   point sources,  such  as sewage outfalls.   Perhaps  a
more common problem affecting hundreds of communities  in the United States is
tne  eutrophication  of smaller, often  kettletype lakes,  surrounded by  dense
urbanization.   Typically the homes  are serviced  by septic  tanks and  are
located on  small,  completely  cleared lots close to  *~he lake  --.hore.   These
lakes may have been  somewhat  eutrophic from their naturally  r  i r-  s-•;[£,  k ,,t
became culturally eutiophic,  with both algae and macrophyte  pioMems,  liuiv  a
combination of  septic  tank drainage,  ^rosion,  storm run-off, and  other non-
point sources.

     Will these lakes  exhibit reduced symptoms  of  eutrophication   if one  of
these several  nutrient sources is diverted?   One objective  of  this research
was to address this  question  through long-term  monitoring of  the  degree  of

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eutrophication of two small lakes after the diversion of septic tank drainage.

     Several techniques have been employed to accelerate lake recovery after
diversion (see review by Dunst et al. 1974).  While some of these procedures
are directed  toward nutrient removal  (e.g.,  flushing,  harvesting)  most are
intended to control internal  sources of nutrients.  Mortimer (1971) and others
have viewed the anaerobic, hypolimnetic sediments to be a potentially signifi-
cant source of phosphorus.  Stauffer and Lee (1973)  have presented evidence to
show that at  Least  in large  lakes  such as Lake Mendota, thermocline erosion
and co-occurring transport of P is significant in maintaining the algal blooms
in the epilimnion.  The second  research objective was  to determine whether or
not the application of aluminum sulfate to the hypolimnion of one of the two
lakes to control internal phosphorus loading from the sediments  could accel-
erate the lake's recovery aff-»r septic tank diversion.

     The organization of the  presentation of methods  and  results  in this
report includes  two principal  sections.   The Materials  and Methods; section
describes  the  hydrological  and  1imnological  methods and  a summary  of our
approach to  aluminum sulfate dosage  and  application.  The Results; section
contains the basic findings of both the immediate and longer term effects of
the alum treatment and a description of the results  of septic: tank diversion.
However, since a  significant portion  of this  research dealt with a £;tep-by-
step  development of  aluminum sulfate  dose,   effectiveness,  and  tests for
toxicity,. a description of these findings is  included as an Appendix to the
hydrological-limnological findings.  Thus  the  reader may turn promptly to the
procedures, results snd conclusions with a basic understanding of the aluminum
sulfate methodology.  Those who desire a more  detailed statement of the basis
for dose,, or a step-by-step summary of how to ascertain dose, may refer  to the
Appendix and also to  Kennedy (1978) .

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                                  SECTION 2

                                 CONCLUSIONS
     A prompt  return of groundwater,  streams and lakes  to near zero fecal
coliform levels occurred after septic  tank diversion.  Leach fields,  even when
installed in ideal  soils,  did not operate properly and their use near lakes
should be discouraged.

     Diversion  did   not  bring  phosphorus  income  to an  "acceptable" level
(Vollenweider,   1976)  over  the five  year  post-diversion  monitoring period
because the lakes received untreated storm flow and run-off from  diverse non-
point sources typical of  urban areas.  Lake phosphorus concentrations remained
at levels typical of eutrophic lakes.   After  an initial  reduction in the year-
following diversion there was little change in the algal standing crop.

     A maximum hypolimnetic  dose  of  aluminum  sulfate  effectively  retarded
phosphorus release from lake sediments for  at  least one year.  No  adverse side
effects were observed.

     Net  internal  phsophorus  loading  was  only  partially  reduced  by  the
hypolimnetic treatment.  The  untreated  upper  zone of the  lake,  probably the
littoral zone,  was a significant internal source of phosphorus.

     The  alum   treatment  reduced  epilimnetic phosphorus  concentration  anci
algal standing  crop,  but both remained within  ranges expected  in  eutrophic
lakes.  The treatment appeared to alter  the dominant  bloom  species from blue-
green algae to co-dominance of blue-greens with dinoflagellates  and  diatoms.

     Hypolimnetic aluminum  sulfate  treatment  may be  more effective  in lakes
where  vertical  entrainment  of  phosphorus-rich  hypolimnetic  waters is  a
dominant internal source of phosphorus.  Such  lakes are likely to  be  large anci
treatment: costs may be prohibitive.

     Septic tank diversion,  unless accompanied by storm water control and land
use   regulations,   will   not  bring  about   greatly  lowered   symptoms   of"
eutrophication.  However, diversion  is essential to prevent the situation from
becoming worse.

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                                  SECTION  3

                               RECOMMENDATIONS
     Most  lake  restoration  techniques  are  aimed at  control  of  internal
phosphorus loading.   Contrary to  expectations  in this  study,  an important
source of  internal phosphorus  loading  appeared  to  be  littoral  in  origin.
These sources need to be identified and the use of aluminum sulfate tc control
internal phosphorus loading confined  to  those lakes  where sediments are the
primary source.

     The role of groundwater  in  lakes  should be farther investigated, includ-
ing studies of nutrient transport across  the mud-water  interface.  Methods of
measuring groundwater  flow and  knowledge  of  the  distribution of gtoundwater
flow over  the  lake  bottom  are  especially  undeveloped  and  require  further
study.

     A land use plan to control non-point nutrieri- sources pr ioi  to _ake shore
development is essential.  Septic tank systems, even where soils  appear to be
ideal,  should not be used.

     Where lake shore development has occurred, protection of the lakes will
require, in addition to sewage diversion, a plar  to prevent fuitnec develop-
ment on the lake  shore  and  to  control non-point  sources  such as erosion and
storm flows.

     Macrophytes, which are at  least  as  important as  a]qa» nuisances in the
typical  smaller  eutrophic  lake,  should  receive  increased  attention  with
regard to both  means  of control and  their  role  in en«ryy flow and nutrient
cycling.

     Continued monitcring to assess the long-term effectiveness of *~he hypo-
limnetic  treatment of  West Twin  Lake  in  controlling  internal phosphorus
loading and reducing lake concentration is needei.

-------
                            WATERSHED C'HARA* '. ERISTICS
 GEOLOGY

      The  Twin  Lakes  Watershed  i-.  g la.-ia1.  dr if'   >vci iyir. ;   '
 sandstone  or  shale bedrock.  The flit-lvi:ui ,'ie.r JCK  sf-~ita w-c
 a  pre-glacial  stream, and  the le.sul'jny  t.op'^yrup.'-1, io a vi.J0?
 and 2 kilometers wide,  enclosed  by  walls ''-f sand^t-one and ijh-i;
 has been  completely  filled with glacial  irift.  Figure  J  i--
 section of  the buried valley  in  relation '-:; th" ''V: M Laker.

      The  oldest  bedrock  is the  Mi:-sif;;;ippia'i-;>e,",-.ri i.in  shal^
 present only under ti'« drift  in the dpppesf  car'  =i "lecdc 1  •!;••.'-•  i
 pian Cuyahoga  Group  !:F.C;  abi-ve  i lus  lv>r t-1 >-; r •  •
 Sandstone  forms the  ippo-  part   '  • ••>  !i    «,-
 Mississippi an   and O.---,, .n: ^n  ~; . ^    w--s-,  ; -, -   i
 Illinoian  depo;;itK ci-uct i se:  • >''-   ' •',•
 gravel unit  is the p r ''ic i pa".  a'|,i.'.'   •"  •  •     •,•• ' .
 Twin Lakes  Watprsh^c

      Overlying the  I l ; moi ar.   \-  \.:~-,       •'•,,
 Mogadore Till  (W-inslov.  j'.d  W^itf,  •i->>,       - y- •
 is  a  sandy,  silty,  .--tlcareous  *• . . i  ,   ci ^  . -   * ••"
 southern arid eastern p.irt  ot t.ri<  wi'-i ,|-ic,<   (j-   '••
 Till is overlain by in t am  Till,  i  j> ^;- - i i :  -.   ( ^ ,-

      The Twin  Lakes  w'af et ^«- •! i.*-  v,, ' ^ :   ••.   -  •
 Moraine of  <=arly Wis<"o..nin  a-'jc-.  Hi*  ,  .;  '  •'•   *.|
 formation  of  kettle  ci«-'pr»s.'; Lorr. . • pa- it^.-  '-•   •-  < •*•
 gravel.   The settles t .-'.-^m-' • ri-    ( ••  • ••••      i   :
 ice  arid <~ruis  dev^lopo :  p-)r: i i    • •  •
 the.ce  Kerv   I't i I  \<>\>' >•<>':
      Th<-j pf iricipal  >'-<•• i   type,  ••<
upland  >jravel  and sacd
lowland pea*:  and muck  :
water  holding  and t:-si
Ravenna si.-;, is  on  thf-
erosion and  havr--  1 ->w

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Chili  soils on the  south of West  TV,. .  -nd around  the edges of East  Twin are
less susceptible to erosion  and h-r,   .-. ".igh  infiltration capacity.
     The  relationship of the i~o\ i '
problems  was not  considered  in  tru-
type soils  are not suitable  (or  .->op,
permeability of  the  ?ubsoi1   (Pitch:
suitable  for most septic  systems  r>ec
through  subsoil.   Carlisle r> •-. K,  :ind ;
leach fields ->e?ause of :.. ;r,  v^i
                                          : * i.- tap.K installation and subsequent
                                          an ,-/-dt ion of  the  watershed.   Ravennat
                                          •.-ink  installations because of the low
                                          >,,d  PowelJ,  1973).    Chili soils are
                                          >e they  may perreit  effluent  to pass
                                          it  so^lr-. are1  not  suitable  f<^r  septic:
                                     var,lf  oondirions.
CULTURAL  DEVELOPMENT
     Ear 1iest reeon
                                           ;8i'n  five f, ami lies  had  established
farms  in  the  Twin Lakes area  (Brown,  1885; ,   Population changed  little during
the next  100  years.   Tax maps filed a1: the Portage CouTty Courthouse (Ravenna,.
Ohio)  since  1850 show  a  change  in land  ur,e from  farming  and  woodlands  to
pasture  (Table 1} .

       Table 1.  I AND USE  IN  TWIN LA.OJS AREA,  1850  to 1880
                                                            1880
      Plow
      Pasture

      Woodlot

      Land  used
                                                            bb.0%


                                                           266.4 ha

                                                             ; . 90
      From  Otter so--.,  19'M

     At  '"he turn of trie cenfi rv,  upveiope; °. K '.qtiC  .ne larnu; 3'irrourding the
lakes and by 1918 !•!">•• major  Lo.bdiv i sions ar >un>1  t.ne  lakes had been  laid out,
and the  shift froni ii.ral  to  ' ^•-.ic?e:u:ia;  '..<"-'.• nad  begun.   Today  there are 374
houses  C'n   the  Twin Lake:-  Woor heri.   '•""  >r.q  i-s  'i\7crago  of  4,2 persons/home
(Statistical  Ab.u r :sc,t ,b oi  th-^ I'r., t oci  Slit-::;,   .'•''; i ,   there- ore  1,571 persons
and c popular ion d'-nr,'  - .-• of  •",,,!  ••-'•: son j ,^-; J1-1 'o r- .

LIMNCLOOY
      I'n>e  piiru"ipa; ••'•• •{ pr,r,log L "n i
Twin  Lakes  are s-ir''i'^  : ?«d  in Ti
are for 1 9"' 2-19 '6 .  A  r.:or«  roinph
al.  •; 1 T' 5 1  and WaMer
                          di.
                                   'in.d  hydi ,.•] o<;iij j 1  l^aturer-  of East  and West
                                   *  2  and "illustrated  in Figure  3.   Averages
                                   e desciiption  ri>,s  been  presented in Cooke et

-------
  Table  2.   LIMNOLOGICAL FEATURES OF THE TWIN LAKES WATERSHED
  Latitude  -  Longitude
  Area  of watershed (ha)
41°12' North; 81°21' West
334.5 (including lakes)

           West Twin Lake
                                                           East  Twin  Lake
Lake area (ha)
Maximum length (km)
Maximum width (km)
Volume (M~ )
Maximum depth (M)
Mean depth (M)
Elevation (M)
Subwatet shed area (ha)
Area of other lakes in
subwatershed (ha)
Mean water residence (yr)
Mean area! water load (M/yr)
Subwatershed copula* ion

34
0
0
14
11
4
318
233

15
1
}
1L24

.02 (30.22*)
.65
.60
.99 x 10 5
.50
.34 (4.4'j*)
.73
.02

.00
.28
.50


26.88
'.' . 8 5
0.50
L j . 50 x 10 3
12.00
5.03
318,42
101 .48

3,00
O.S.j
'"* • t
,5-7. **

  •*iShal Low canals  are contiguous with West Lake, but are excluded
  a-; part of  the  lake in averaging some 1imnological features.
  **Includes  the population of the West Twin subwatershed
  since  this  lake  drains into East  Twin.
     Both  lakes  are  dimictic,  second class  lake?  (defined  t>y Hutchinson,
1957).   In  this report, seasons were  based  on water temperature as  follows:
winter  i4c  Cj ,  spring  (unstratif ied) ,  summer  (mer.al imnion present),  and  fall
(unstratified).   Ice  forms  in  December  and remains until  earl/ March.   The
1971-76  average onset  of summer stratification  wa^ 15  April fo> both  lakes,
and the average summit  lasted 210 days  in Bait  'IVin   198 days tn West Twin,  By
i: - ,1-N- ••"•'mber ,  both  UiKes had circulated.
     Dissolved oxygen is rapidly depleted f • •„>!:. i  .-•• v» a:-n •-, fc/1- -win^ the onset
of summer  stratification and partially depleted  a; te:  ice ':  >r T'I r !.•'•••.,   ,-..•-. 70-
ciated with thermal and dissolved oxygen stratification  is a  marked stratifi-
cation  of  phosphorus and nitrogen  forms.   The  annual  ra-ge.=  of  nitrogen.,
alkalinity, pH, conductivity, and transparency are listed in Tatue  3. Changes
in phosphorus concentration  with  depth and over  the seasons  at <• described  in
the Results section.

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                                 10

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     Characteristics of  the  littoral,  sub-littoral, and profundal  surficial
(upper 2  cm)  sediments were  studied by Lardis  (1973).   Littoral  s;ediments
contain  mainly  decaying  vegetation,   shell  fragments,   and   allochthonous
debris.  Sublittoral sediments are brown to black-gray with lesser and varying
amounts of decaying vegetation.  Profundal  muds are  black and very fluid.  The
organic content of dried sediment samples ranges from 14%  in the littoral to
about  40%  in  the  profundal.   The  organic  phosphorus  content  of  the  muds
increases with depth of overlying water and  is significantly  (p <.05)    less
in ETL (mean=66  yg P/g) than  in WTL (mean=85  yg P/g).  The phosphorus con-
tent of profundal muds declines after the onset of  thermal  stratification.

     The flora  of  the  lakes  are dominated  by a  large  macruphyte  community
which covers about 25% of the lake area (Rogers,  1974) and by  a succession of
phytoplankton  blooms.    Potamogeton crispus  is  the  dominant  nacropTyte  in
April, May, and June; late summer growth is dominated by dense  populations of
Elodea  canadensis.  Char a   vulgar is,   Najas  ^fl^iLlS'   an'^   Cerat.ophyllum
demersum.  After ice-out  a  bloom of diatoms, usually Fragilaria crotenensis
and Asterionella formosa, occurs, followed  by an abrupt change in April or May
when high  water  clarity and low plankton  density  is typical.   Oscillatoria
rubescens, common in the spring, is the dominant species of the metalimnion.
In the summer  a series of blue-green  algae blocins occurs, culninat. ing in a
heavy bloom of Aphani:zominon flos-aqaae  or Andbauna limnet^ca  in August and
September.

     The zooplankton have been studied by Heinz (1971).  Large  populations are
found in spring  and  fall,  dominated by Daphnia g_ale.ata_ mendotae and Cyclops
bicuspidatus thomasae.   The bottom fauna  have not been  examined  quantita-
tively,  but  appear  to be dominated  by Chaoborus.   The  fish community  is
composed largely of members of  the  Centrarchidae.
                                    12

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                                     SKCTION ~>

                               MATERIALS  AND METHODS
 HYDROLOGY

      The equation  for  j hydrologic equ i 1 ibi * urr< wi-  .K-i"d in mo.i;-ui e the wa'-i---
 balance  of  the  lak>^",  from   1972   through  J9~<'< .     If   wa ~  a~,s'in>Ml  that   the
 following  ^qjation n ;•   ris^nre  <-'~i. t> /"-n :

             uifl'i*  -»  ;>•-H-I :.; ' .u j  '     outflow  »  •;•.*']*;"  in st.or. age.

 Inflow was incoming  ": Breams  + groundwat^r  -t  overland  flow,  and  outflow  was
 outgoing streams t •     -.nation + groundwaf-;--

      Precipitation w<   .:•.    •-        ,  .<   .-
 located on  trip north  ->.df of  f;,-          : •-•!,
 shown on  Piyu-e  4,   ;;--t,i WPT^-   t,        ' r- •*
 Rockwell  and   from  "••••it  (8  K;.      •
 precipitation  was  takp-i from  thf H i > ar;       •   ^M -  x''n-T*-^-   .'H  km nortr.
 Twin Lakes.  For 1974-""6  precip1.' a* iu-.  j*  '           w !.-,  .•:,  -   •• • ai-. r."w

      Evaporation was r--, t imated i"  ;^v.   -«-,'-,.  • • .-   •   •->.•     \     •    ,• •
 temperature from the H;ram stat;  •'•    '•   .'-'  •  tr--J   <'l e-..:p"tv
 with a recording  evapnr imet^r  ar:  ;  :   •. 1- - A -
 was  placed near the lake for  the r,;."  -Hi,  --• >;;"••
 gathered  during  periods   of   freezing   temper-at :;<_•-..    •'• '     ;
 installed on the roof  of  a low building  in Kent ,   F'-r  tn^ ',f?a;c  1975 ar. , ,  •  <
 evaporation data from  Coshocton, OKif,  160  *rf  sout 'f«  of  th*"- writ et shed, w • t-
 used.

      The overland  flow from  indivi }'>: '  pr^c 5 t-i '  -it- j on pv^:it:-,  was  •.•ompure.-
 using  the U.S.  Soil Conservation  So; /ice recrmi.jut'  jio-.rj ibed by Mock UK {!96!)s,
 This technique is  based on soil  v:-M I tra1" ion c;h<,raet ...r i bt ICB,  b--day
 dent precipitation,  and land  us--.    N'c  ict'ial rri" >-'-, u en'-n^s  >">t   -v-erland
 were made.

      Surface flow int.-  West  Twin,  Ea-i*  Tvvi!.,  K ;:  :>•;, -; TJrv;--   (• i,jur •  1
measured  at  14  stations.    Flow   it  si<  ^t.i' . T. ;  wa;;  p>-; *••.- ,  11   •-, i
continuously monitored  at  three  lo; .if ;or.-;.  Tai-T-  4  -ji.'f,-  tv^  -1 -  ea :• ••„"
 type of  flow,   and measirinq fechsaqu^.   Th^  f ^C'.ri i q ;-• ••••mpl ;>%"--• : ^ r~  •!<-.'...-
by  the  flow regime  CM" trie  stream  and  the  strewn,  gradient.    Srrean1  S
perennial   stream  d; ~.- 'harqing   ft  >IT   We^-.t   'IV''    ' '•-'"  w i    • •••    rr.or:.'

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continuously  because of  low gradient.  This stream connects West Twin and East-
Twin Lake, and on  occasion during the dry summer months  the  flow reversed so.
that East  Twin Lake flowed  into West Twin Lake.   Mo structure  was  built on
stream 5S because of flooding potential in and around this shallow channel low
gradient stream.   Flow into Dollar  Lake was monitored because this small lake
is separated only by a SjD^agjutm marsh from East Twin and thus  is part ot" East's
water budget.

     Five streams, IS,  2S, 3S,  4S, and 5S  enter West Twin  Lake.  Three (IS, 28,,
and 3S) , which account for 50-75% of the annual strecim income,  were measured
continuously  or  at a minimum,  weekly.   Two  streams, 4S, an  upland man-made
lake outlet, and 5S, an urban stormf Low channel,  were  measured infrequently in
1972 and not  at  all  in 1973  and 1974.  Their 3972-74  flows were estimated by
regression equations based on  data from 1975.  Tie estimate  of  4S outflow in
  .'2-74 was obta 11
to  ! oat
             dail<
outflow? which
s unlit:*   •   •- ? . •:• j
spring •  ... UC1 ';'•
constant pro-por
outflows
sion  of
                     by a seasonal linear reqiession of its daily 1975 outflow
                     j'f. --w  fiom  strta.T>  ';.-,    Br !TI streams  are  upland  lake
                     4  ;•    • "• v.':r;t Twin.  The co: :  e Lation  coefficients were:
                                :-i,  and spr ing
                                                  000 M3 /day,  r  =  0.690;  and
           Str >-.:••
         its  1975
                    !/  r  -•  O.oOJ.   A inter outflows of 4S were  assumed to be a
                     of the outflow cf  <3.  based on the 1975  ratio of. winter
                       •'16  urban  drainag--,  "--ar, o •<• Lmated by  a  log-log regres-
                    _ ;  ,  fu-w  against en'  iy7-  nyr.thly  flow of  all  other
streams entering West  Tw :
flow of all stream-  i'i t t>e  w.it.-

     Cha.ige in  la<^  wate,  level'-
the data used to estimate ohanqe
                                   '•• i l  for all so-;
                                     J was -.IK- a. sure
                                                   -_>? G; .    In 1975 the rate of
                                                   continuously  or  daily.

                                                   "i water  level, recorder  and
                                              t ne
     To determine groundwater cct.t r itiution t
lakeside wells and  in-laKe piezometers w.j?, n/
drilled Ln the waf :jr shed tr .-icinr r.\ ii.e  the elt-v.
wells  established Ir.ut  yrounciwas er  flow war;  to^aids
conducti vit ies were d^tfrmi ned o'i each  wc-II  ;.". .r. ;  -b
(Ferris et al,,  1962).  In  1972 and 1973 an vid>t.r-n-,l
                                                      20
                                               ttie
                                              silt
                                                   near
                                                         kea, a combLnation of
                                                         r,  "' S "i I  16  WF- 1 I '.-. were
                                                           :u  nju-jt:  .  .-
                                                         we 11 s w<;i t -Ji-  ,- !>
                                                         ahore;  wt'lls  sh'V.,t
                                                                            an
                                                    and clay  layer.   Shallow
the periphery  of the lak<:>s.   St • atjyraphy
upper  lo;yer of  saturated  sand overlying
groundwater  flow to  tne  lakes was  assumed to be tne water  passing through the
upper  sand  laytr into the  like.   The hydt'iuli- -jradient  was; determined from
the water  table elevations  at tne pnieatic  divide and trie  elevation of the
lake divided by  the  distance from the lake  to the  phreatic divide.  Each lake
was divided  into 16  "pie"  slices (Cooke et al.  1973),  and total shallow flow
was the sum  of  the flow  across ^ach of the  slices.   Measurements of tne water
table  levels  at  the divide  and  at  rne   lake  showed  only   Tiinor  monthly
fluctuations so  the  hydraulic gradients for  ^ach .il ice were assumed constant.
Hydraulic conduct Ivi tier, for  the tested well-, var ied by less  than one  third o£
an order  of magnitojo,  so -i  constant value  tor  hydraulic  conductivity was
used.  The  seepage val'.if determined for West Twin  Lake was 1.96 M3  /day   and
137 M3 /day  for  East  "Twin  Lake.
                                      16

-------
     Deep groundwater flow was computed by installing two deep piezometers (13
and 6 meters deep)  into the aquifer beneath  the  confining  silt  layer.   Using
the hydraulic gradient determined from these  two  wells as a vertical gradient,
and the hydraulic conductivities of the surface,  seepage flow was computed for
the area of the lake basins.   These values were  646 M3 /day   for   West   Twin
and 535 M3 /day  for East  Twin.   These  values were  used  in  water budget
computations in the first  published reports from this project  (Cooke et al.
1973) .

     Szczepanowski  (1976)  attempted  to verify the flow rates into  East  Twin
obtained from lakeside wells  by  installing piezometers in  the lake.  Thirty-
two piezometers in 13 nests were installed to depths ranging from 0.63 to 17.5
meters below the water  surface.  The deepest  penetration into the lake mud was
8.5 meters.  His data gave an average  inflow of  207.1 M  /day  for East  Twin
Lake from  both  shallow and deep  systems,  a value 3.2 times lower  than  that
computed using the  flow  net  technique.  His rate was believed  to  be too low
because deep spring flow was  not  measured.

     Analysis of the water budget and the lake outflow of  East Twin suggested
that the values of  both 672 M3 /day  (137+535 M3  /day) and  207.1 M3 /day  were
probably too low;  a high  residual inflow  value could not be accounted for.  In
1975 daily stream monitoring  and  careful analysi" of storm flows,  precipita-
tion and evaporation still did not eliminate  a high residual.

     Ovei   the five-year  monitoring period groundwater inflow was  thus  esti-
mated ny  the  use of lakewide wells  (Buller,  1974),  piezometers  (Otterson,
1974; Szczepanowski, 1976), by the use of thermal gradient  and seepage meters
(Cooke et al.  1975), and by lake water balance residuals  (Cooke  et  al. 1977).
A comparison of  these results  is given in Table 5.  No single  technique proved
to be entirely satisfactory in determining the groundwater inflow  component,
and the rates obtained varied  by  over  an order of magnitude.

      Table 5.   RATE OF ANNUAL GROUNDWATER FLOW  INTO THE
                TWIN LAKES, COMPUTED FROM FIVE TECHNIQUES
                 Method
      Lakr-wide wells and flow net-

      Piezometers in the lake
      Thermal gradient
      Seepage meters

      Water balance residual
   Rate (M /yr)

     2.5 x 105

     7.6 x 104

     3.6 x 10

     9.1 x 105

1.1 x 105  to 7.0 x 10'
                                    17

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     In contrast to all earlier reports of the water-phosphorus budget of the
Twin Lakes,  the monthly  groundwater  inflow  in  this report was  obtained by
assigning  all  residual  water  income  from   the  equation  for  a  hydrologic
equilibrium to  groundwater.   Measured groundwater flow  rates were not used.
If the va.lue was negative,  it  was  assumed  that waiter was lost  from the lakes
via groundwater.   This technique  was  chosen since  much  of the residual was
probably  interflow  wnich  was  not  measured,  because there  are  numerous deep
rprings also  not  measured, and because  accurate measures  of surface flows,
particularly in 1975, were obtained.  When  an  alternative method was errployed,
as wv; -  dene  in Cooke  et  al.  (1973),  Cooke and McComas  (1974),  Cooke et al.
(1975; , an-J />i.;ller  et  a"- ,  '1976) ,  then the monthly  residual was assigned to
overland  flow,  givm*:  *: •-  -.-v.ponent of  the  equation an  unrealistically high
flow.
     The  methods em;, lev,  .1
phot us, col if or T bacr.er;--'

LIMNOLOGY
     Each lake was
time of  ice-out   •
through the wln.-c-r
     Temper a'•• > >:  .  • "••
using a YSI res I Starr:
diameter Secchi ciis,. ,
to the nearest. ; ,1 M, a,
at one-meter  uiterv^aS
glass-stopptreJ BOD bof
tion bv the at ice rnoq . r
                                   :"-loal  analysis of  incoming water  (phos-
                                    r i L-ed  in  the  Limnology section.
                                i>  over  the  deepest part (Figure 3), from the
                                :;/ing until  ice  formation, and  then weekly
                                 by ice  conditions.
                         \ji -  ' to  the nearest  0.5°  C  at  one-meter  Intervals
                         •<-- r a orne t e r .  Transparency was determined with a 20 cm
                          . '.lack and white alternating quadrats, and recorded
                         •rj'^d from three readings.  Lake water was collected
                          ,t'<  a  1.9  1  Kemmerer bottle and placed  into 300 ml
                         i'^:-' fjr determination of dissolved  oxygen concentra-
                         r-'Mon  of the Winkler method (APHA  ]965).
     Lake w:-. ,•••;  ;diupu---  ,-.'ei e also collected at 1 M intervals, placed  in acid-
rinsed  polyevhylent- bctv.l?s,  and returned to  tne laboratory  T^-r physical,
chemical,  01  Diologicai determinations.   The following  determinations were
per formed on whol^ lake water:  conductivity, pH, alkalinity, total phosphorus
and  alkaline  phospK:* a-;e.    The  following were  performed on  water  filtered
through  a  Whatman  GE'/A glass fiber  filter:   total  phosphorus  (to  yield a
"filterable total phosphorus"  (FTP)  estimation)  sulfate,  and aluminum.

     Conductivity was determined with a YSI Model 31 conductivity bridge,  pH
with a  Corning Model 7  pH meter,  and alkalinity by  titration of whole lake
water with 0.02 N H2 SO,*   to an  endpoint.  of  pH  4.ir>  (APHA, 1965).   Soluble
reactive  phosphorus  (SRP)  was  determined by  the Murphy  and  Riley  (1962)
procedure on  C.45   pm  Millipore  fiitered  water  1USEPA,  197L).   Total phos-
phorus  (TP)  was  determined by  the  above  colorimetric procedure, following
persulfa~e-sulfuric acid digestion of unfilterecl water  (USEPA,  197L).  Fil-
terable  unreactive  phosphorus   (FUP)  was  calculated  as  FTP-SRP.    Alkaline
phosphatase activity was determined  by incubating  2.5 ml  of whole lake water
with 0.3 ml  (0.1 M  tris,  .01 M MgCl2   pH  9.0)  aid with  0.3  ml  (0..3 mg  p -
nitrophenyl phosphate/ml).  Activity was determined as the rate of increase of
                                      18

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absorbance at  395  nm over four  hours,  measured in 1 cm cuvettes  (Heath  and
Cooke, 1975).  Sulfate was determined turbidimetrically  (Hach  Chemical  Co.)/
and aluminum colorimetrically (Hach Chemical Co.).  On these tests the results
were compared  to our standard curves and not  those provided  by Hach  Chemical
Company.

     Total seston was determined gravimetrically  by  filtering  500  ml of lake
water onto tared Whatman GF/A glass  filters,  air  dried at  98°  C, and weighed
to the nearest 0.1 mg without ashing  (USEPA,  1971).

     Chlorophyll jj  wa-o determined  by  filtering  500 ml of  lake water onto
Whatman GF/A glass filters and extracting  with  90 percent  Mg C03 - buffered
acetone in a tissue grinder  {Long and Cooke,  1971).  The trichromatic method
of Strickland  and Parsons  (1968',  was used  without  acid correction.   Often
samples were filtered and stored frozen before  grinding  and  extraction,

     Phytoplankton ceil volume was measured  by  filtering 25  ml of  lake  water
onto 0.45  pro  Millipoie  (HAWP)  filters,   These were air dried,  cleared with
immersion oil, and cells counted at  a magnification  of 140X.   Eleven Whipple
fields were counted.  Approximate geometric  shapes were  used to estimate  the
cell volume  (McNabb, 1960).

     Coliform bacteria were determined by filtering 100  ml  of lake  water onto
gridded 2.5 cm Millipore 0.45  nrn  filters.   These were incubated on sterile
EMB lactose agar at 30° C  for  24  hours,   Coliforms were  identified as  the
"metallic" colonies (AtHA, 1965).

ALUMINUM SULFATE APPLICATION

     Although  aluminum  sulfate   (alum)  applications  to  eutrophic lakes have
been  attempted  (e.g.,  J.O.  Peterson  et   al.  1973), additional  studies of
effectiveness and longevity were  needed, and  the dosage guidelines also needed
evaluation.   Our objectives  wes e  to establish  dose determination  method?,
develap application methods,  and then evaluate effectiveness,  toxicity,  and
longevity through laboratory and field experiments.

     Aluminum sulfate has been used in the clarification ot  water supplies  and
in the removal of phosphates  from  wastewater effluents.    Dosage is  commonly
determined in  " jar~ter;ts"  in which  stepwise additions of alum are  made to
determine the minimum dose  at which maximal removal of either  suspended solid?
or phosphorus  can  be achieved.   Effective  dosages  used  for  tne removal ol
phosphorus from  wastewater  are  expressed  as aluminum  to phosphorus  molar
ratios since  theoretically one mole of aluminum is required  to precipitate  one
mole of phosphorus as A IPO,,   (Stumir, 1964;.   In practice molar  ratios of  ] „ *:
to 2.0 are common (Nesbitt, 1969:,

     S.A.  Peterson et al.  (1974) suggested that the calculation of  aluminum
sulfate dosage for  laKe  treatments  could be based on molar ratios and  reported
maximal phosphorus  removal  (95%)  from algal  assay  medium  and  pond  water at
molar ratios  of 3.0, 4,0 respectively.  Such  a method places emphasis on  the
                                    19

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removal of phosphorus from the water column.  do'.vevei , the success of any lake
treatment will  depend on the amount of alum added aacl trie .luility ot the added
alum  to reduce the  release of  phosphorus  from anoxio  .sediments,  and only
secondarily  on  the removal of phosphorus  from  t.v-  -vater  -joljmn at >:he time of
application.    Accordingly,  an alternative .jppLo.ju-n  u>  Jo ., e  ja I... ' --it ion was
sought.
     The  reaction  of  aluminum  with  caioonat'c
formation of aluminum hydroxide.   Since most. --,.;-_
tically alkaline,  dose can be based  on tm s  .->.,
                A12(S<\)3
                            3Ca , HCO,
                                                   a L'. t,,-.» alkalinity  is
removedr  pH  values  fall,  and dissolved  aluminum  joncentiat ion  begins  to
increase.   Phosphorus  in  the  water would  be  i eiuoved b>  ont i ipaienf ot par t L •
culate  Tiatter  in the  polymerized  amorphous alunu Kim  h\dr-':
adsorption of  dissolved inorganic  phosphorus t.,
(Lea  et.  al.  1954)   during sedimentation,    'v
phosphorus   in  the  water   column   prior,   to  c; e.
efficiency of  the hydroxide, the resulting t •.„,.
could continue to be effective by  retain ing on.
thus produce a "chemical barrier" over  ano>. i-
reservoir  of phosphorus  in sediments  tathui
column at the time of application,  this appjoa
a long term  means of  improving  water  qualitv o
release of phosphorus from sediments.
• .•hat qed
.-.„••! J i rig  .. j- >;
..iien t  .ill
                                                                    l
                                                                 on
                                                                 the  amount
                                                                 n  - ""16  L ^itiOv'a 1
                                                                   -iz-. ;-jimen'_s
                                                                  sed uuents an J
                                                                 .. ed  . J'nai. do the
                                                                 C  tti t.  , - watei
                                                                 pub i L -. 1. 1 1 ty of
                                                                 'ia !  I -> jj i'ig or
     A  step-wise experimental  program to  ^aij^L.in t
determination  involved  laboratory  studies  ^,  -rv-
phosphorus  removal  characteristics,, controlled  i .
laboratory  and  field toxicity sutdies, and the i., 1 l
small lake  (Dollar  Lake) .   These expec unento  a. -.  -.>
described in detail in Wilbur  (1974)  and Kennedy
                                                                            and
                                                                    xpet i.nents,
                                                                     -itment  Jt  a
     It was  found  thait  maximum aluminum ax
residual dissolved aluminum concentr atiuii
Ever hart and Freeman (1973)  report: can t>e
related  to  alkalinity  and  could  be  det -.
determination  for  West  Twin LaKe  is dci^;; -
                                                <->.! =
                                                            i .-i t

                                                            -\ I
                                                                     O jv e Wh L.J:
                                                                     "a t n= wh I j
                                                                       i. L • i e j L L
     The  treatment  of  p:i jsphor us - ap . \,;- ;    \. .
aluminum  dose  and the elution  ot the L c.  ,   . «
buffers  (pH  6.0,  7.0, 8.0)  indicated thai  or... ,. •*
high (96%) even at high phosphot us  concent. , at i.,".-j
floe retained  the  capacity  £or  continued  on . . .-
sedimentation  from the water  column. Controlled  f
lake water  (Kennedy, 1978) and field and  labor, i'.
1974) confirmed that long term  (104 days;  c\)i.ti,.L
                                                    eld t>-st.
                                                                         u ..^ Lill'.iiu
                                                                 « . .  . > ". .• -i.>h_i >e
                                                                 --'-'•	- i
                                                                1 > and  t'iaL  the
                                                                L L^III  : , ( i _,v> ing
                                                                v t:  .  --> L .niino oc
                                                                 teal, j  iW I ItiUi /
                                                                i a L  . esoe  t L oiu

-------
sediments could be  achieved with an  alkalinity-dictated  maximum dose without
adverse  ecological  impacts.   The decision *  treat  hypolimnet ically was  based
on  results  of  preliminary  enclosure  -xpe~iments   (Kennedy,  1978)  in  while!"
surface   applications  of alum   result'- •  : "•  decreased  removal  efficiency  ir
deeper,  phosphorus-rich hypolimnet ic  .  -    ,  and  to the desir-- *<> avoid  th>
possibility of localized toxicity ptobl-.  •   n  tne epilimnion due t "i deer ear<-'\;
pH.

      Based on an evaluation of  the results  >£  these studies, t!,c decision  wa'
made  to  treat West Twin  Lake, maintaining East Twin  Lak.-;t  Twin and, rhrtefore,  shou
benefit  fro1?, a reduction t,.f pho-;phoi us conc'-ntr it ion  in  West. Tw
application methods  d"•„••.•• loped -dur iri'j trie pilot treat;ne;;k o?  _'•(
used.  The lateral  extent of  th^ uppei  bounder-, of  'he h/pfO'T-,;
at the surface with ruovs and th^ e: t ; r •  >.;.-;.; -s'\i at -a di.i-io-j  .:i»o tteatrn^-i
quadrats of  100 x  50 M.   Measur emrrit  of thr  vf-lurii;  of the  hyt-« M OTu.s-'i !•• p -rri
of each  quadrat and then alkalinities  alb'iwod  trif.-  calculation, of  the maxir. i
amount of  alum >••;   he  applied   to .-avh.    The  application of  th<-  l'-)9.5'S   M
(36,919  gals) of aluminum sulrat-  iust   above  the  hypo L imr.ior,  iL- M) tequi-e
two specially desiqne:?  barge;; wc>ikng 1 ;< ";• >';i s d,-i/  t<;r o total  s
(July 29-31,  197S;,   A  :•;• -.1 !<.-.]  d- S'-:  : i. : ,o:.   :  - , -.   -], t.->t rnin ^ lor.
and logistics, ihcijfl;  ; ,•;•: o ,..,;.- j ,:  )(   !-.••: ,  •• • •  •:?',.•>•'<-, •••,-•  ;„=
Appendix,   Also incl> i' i > •  "; ••. . .   riii\^i

-------
t I
                                             •lit
 : i .!<• parts.   First,,  since it
i . >]  lower nutrient  concentra-
  sphotus loading through the
 1 in.'i ,  evidence is presented
 -, •) r  phosphor us-limited  and
  :n concentration.  The most
,/a'«r-nutricnt budget.   This
M  '1 the lake may  be altered
• • •;.'-•, and  so  the  effect  of
  immciiiate  and longer-term
 :,   ! «r,ponse of the  biota to
    i f nal  section quantify-
   • in.ent  in a Trophic State
                                                       ton  in  freshwater eco-
                                                       ability of phosphorus.
                                                       \  £it  the ecosystem, the
                                                       of organization.  Here
                                                       ^1.-,  with the view that
                                                          ;MOLUS is  among the
                                                         •-•]', "< of the planktonic
                                                             • it iven  to  barely
                                                          -,:Ji  Ion  to establish
                                                         •• •  ' 'er-t ,  part icularly
                                                         .:pratp  (measured as
                                                          '.'  ', less  their 5   jjg
                                                          ,>-! misted throughout
                                                           :el] density attain-
                                                          ;ier<->d natural lake-
                                                           Water  contained an
                                                       •  • ve  phosphorus (SRP)

-------
 greater than 10,  ITMX r<.,,,i:  :-H>r -T. t i -<1  t:  i a '  -f-, ,  <>  ,;.;   •« t.- ;. . >sj.-n' : us  limited,
 but  with  an  initial  weight   at  KJ  (N:!'.   .(--,•,  t »..."i  -> .  :r-j,< i;n;_,n; p^tentidj  cell
 density was nitrogen  limited.    Det em m.a t i-. >r,  .;t   !•,- ; -lariv N   NUi.  *•  NO ,+  NO.)
 arid  SRP w^-i e used  * .•' 'X.-unine  th1"  Pw i n  Ltik",   N;1  i-T ' i  • -K.-ri M_ d j •  -  ; o this view.
 Taole  6 pro\')d^s v.-i 1  ,f-:-,  I  -r  1^7,  .•  }  \ *)  '   • <• t..  iril*.  ,-'\-(^ -   i;   w-iirh N(; ,     wa'i
 determined/.   ci'" n  lj-,<-s  in eac;, y.  -,r   i;-} ••-.!:'->d >o  r'> pho.';ph>M 'j^- I united Lskf'i
 from   thesf  consider  (fion.s.    'this   '.;nr' ,:••-• i. -i  •"•j;t   :,p  svqarded  cautiously
 becaase  if   is  rr r   •••i;t,ii!,  ITM'   t:;1'   lit: '•  -v •;    :•  •*-K>jd w^-iI-J  yield sjmilar
 results  in   the  fielii  in i  i «•  -!>n;  ,<;>.    T',f .   tf.Tt   .;,-.• i ena,-: t s urn  '-a^r icrqr tiat_un;.
 Schindl^i   ' i.4 ; "   ;<»,--,,t !,-  <- :qq* ^t  i  >n,:-  -,;yt ;;  .1  -ton  dyia r; ;•-,  are  nci*-  ^;>
 simple as  ''v  vjfw  ' - ,it  i.'h;:i'id in,   i, ,   : ^i-  i i. • .;><  ,.     ^r''. ;r.,i tpt  poir-ts  -LI"
 that de'Te i.'; ifi 5  f he N •' ra^i'j  i r,  1 i"-  . :  i. --v -r < r •  ^*,  -|.o in ,;  ;,-,rp fy.1 stiiioii*  -
 ll\g  bl  .'-m   - '   v.    ,
        i 9 / ,-

it  I! i>   C"    i .<•<•; • •• -
a i/a i 1 ab i . . •  ,'    '   , :  •
por, i r i >r:--,   -'-  . -  .
197 >>  f -tl :  -.•;:!,  -,.  .' ,
                                    WE - I1  :'V»; '
                              'vVl'lt f ',      -.;,. .

-------
  100
031
I
CL
O
ct:
O
_j
LU
z
CL
LU
<
LU
    10
      1
               •WEST TWIN
               •EAST  TWIN
                                                            72
                               10
                      SPRING IP!  Aig.P/l.
                                                        100
 FIGURF r>. Relation between mean epilimnetic chlorophyll a_ and spring
         phosphorus concentration at Twin Lakes.  Solid line is line
         of Dillon and Riqler (1974a).  Dashed lines are 95% confidence
         limits.
                                24

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 noted  in  a  later  section  on  phyt--.pl JDK r • <:
 treatment,  197j was a  year of  heavy  aiai  ;

      The  -ffect  of additions   • -'   [h"opru.'
 individual  population-  yrow ing -. ••  that. WIT.
 phosphor ur,  limitation.   If  the  p<>r.,,:;4i; >n .
 phosphoi as.  and  only  phosphorus wo.il"!  r-
 response  ;>; the  growth  of  the  po;j  '. .>' i ,r,
 the  ust  ol  certain "indicator   Lpr  ,-;-"
 l^"'l;.   A mod if i cat i >i  oi  tr;e  Iv. -   .  rt^, •
 ir.nocjl "it  ' .«n  of: 4X i (t1, ^ ] ] ^ ,'n,l  •,,    >- ;,:,.,,*
 t-.   i ep 1 J r i f <•''  TP.mpie     )'  IciKeW'i'-    '•  ./
 thtoU'"j'r  y).4:  /c  "'(r-mbi jne  t) it'_o;)*i. •     ;
,>i  ;>ol/prio-'phia* o •   ' " •;  oolled  1  •*,;.•   .••• t ,
j'j jdu "-":..:   ic:d  c.r   ) I -\ ~i 1 : m   ph. v-^j .-'.IT •
•ie;non:.-; i .it<_-d  a  pi')^Jtij'_'  corieJs: i ••,  net w.
a]<. aii""   :r  j^pha t as^ Krtivit/,   i!-i.i:,'i' . n,
pl'nkt :,  i'-.i  Lac-tes ; ip lank tori  ma/  '',e  ;?, ;i

-------
systems.  Not all species are capable of this adaptive response (Kuenzler and
Pert as,  1968;,   but  those  which  are  may  be  identified  as  growing  under
phosphorus-]imiting   conditions   by  the  appearance  of   enzyme  activity.
Fitzgerald and Nelson (1966)  suggest this as a general procedure for identifi-
cation  ;f phosphor is  Limitation.

     This view  is  complicated by the finding that  some  bacterioplankton and
phytoplankton constitutively  produce alkaline  phosphatase, and  a  number of
zoop'j ankton  also may  _n> i nuo';cl /  release  phosphatases  directly  into  the
watef ,   Therefore detect:on of phosohatase activity  alone is not sufficient to
docunc-r.t pho-;pho" j;; limitation r>f  tne species producing it.  It must be shown
tha*~ th"  species producing  it  does  so  adaptively  (i.e.,  t.hat.  the cellular
                    ')f  the enzyme  is variable  and a  function of  available
     Both East and We'jt T^in were monitored for alkaline phosphatase activity
at weekly intervals from 1972 througn the summer of  1975; water was drawn from
th" 0.1, 2, 4, 7, anrl  1C M strata.  Activity was consistently greatest in the
epilimnion, least in the hypolimnion.  Also, the majority of the activity was
partioulate 'i.e.,, .retained or. filters)  rather  than  soluble.  Passage of whole
lake^ater thiough filters of  differing  porosity indicated  that enzyme activ-
ity was filtered froir the water coincident with the removal of phytoplankton,
indicating that  little  if any  of  the  activity  was  associated with urattached
bacterioplankton or was  dissolved  ; n  the  water  (Figure 6).

                                                  leB   hydr^lyzed/hr/l  whole
                                                  u I/ '1 cell volume of species
producing  the  enzyme i   with  respect  to  time  (Figure  7: .   Only  the results
obtained from  the  0.1  M stratum are presented.   The  greatest activities and
the greatest  specif i'j  activities  occurred late  in the growing  season,  and
maximum activities  were always  coincident with phytoplankton  blooms,  espe-
cially blooms of A£hjinj.z_qiinenqri  f-J^'acruae.   Previous  studies have shown that
this species  is  capable  of  Adaptive production of  alkaline  phosphatase when
grown under  pnosphorus  l:m i ta* ior.  in  laboratory cultures  (Heath arid Cooke,
1375).

     Because  the activity  was predominantly  associated with  phytoplankton
shown to be  capable of  adaptive  production of this  enzyme  under phosphorus
limiting  condition!;,   and  because  the  specific  activity  was variable  and
increasing  with  tirre,   it.   can  be concluded   that  at  least those  species
responding in  thi.s m.-trn.er were  P-l united  in their  growth.

     Eutrophicat ion is- a process occurring at the ecosystem level of organiza-
tion,  tut  its effect?  may  be  observed  at lov»»r  levels.   Not  all. studies
reported here were o.riried out  f-x  the duration of  the project and one (algal
assay) was performed only  on E*zi  l?win.   Even  . o,  the investigat Lons at the
ecosystem (phosphorus concentration, N:P  ratio), at the subcommunity (chloro-
phyll a vs. spring  overtuii P) , at the population  (algal  assay), and at the
subcellular (alkaline  phoophatase)  levels of organization  all are consistent
with  the  notion tnar  East  and West  Twin Lakes were  phosphorus  limited,  at
least  late  in  the growing ;-;„• LI volume  and chlorophyll.

                                    26

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   .12
O
  .08
LLJ
N
Z
m.04
       FILTRATION OF  ENZYME  ACTIVITY
            AND  PHYTOPLANKTON
          ACTIVITY

                           /-CELLS
                                              120
                                                  LLJ
                                             80
                                                  01
                 10          100
                 PORE  SIZE(iim)
                                             40
                                                  LLJ
                                                  O
                                          1000
FIGURE 6. Relationship between algal cell size and alkaline phosphatase
       act iv i tv
                         27

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q
O

1.6n
Q
d

1.6
                   EAST  TWIN LAKE- 1972
 1.2- 1.2
.08-
.04
            SPECIFIC  ACTIVITY

             AO.D./hr./ul. CELLS
                                        ENZYME

                                         ACTIVITY
                                            *•••-•	A

                                            AOD./hr.
         CELL  VOL..  iil./l.
                   \
-.8
                                                        6




                                                        4




                                                       12
                                                       8
                 CO
                 _i
                 _j

                 O

                 ~3
      MAY    JUN
                     JUL
                               AUG
SEP    OCT
 FIGURE 7. Alkaline phosphatase activity, specific activity and eel!

         volume in East Twin Lake, 1972
                                 28

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 WATER AND PHOSPHORUS BUDGETS

 Septic Tank_Di_v_ers_ioi-.

      A small  sewage treatment  plant was consnj jcteo ••-•.rside  : : ••• water.:v_- :  '
 receive  the divetted, septic  tank  flows.    A f<=w  homo;,  were   onn^r-re-1  :<•  ,
 temporary "package" p".ant  in 1969-71,  but th^ "-.,.,-  ; ,   < \   , / »   noiT-'s ;  .
 before sewage service wei e not connected  t.o  th(  nt-w iteatment Llai't until  .J
 (Figure 8).  About 85% of  the  home - were serviced  i-/ the end .if 197^,  and 4,'«
 by the end  of .1974.  All new homes uuilt  since st-wage  service negan have beers
 connected to  the  sewage lines.  There  are presently  a  fev, (10-12)  homes, soniv
 of them summer  cottauf-s, which nav-- r/>t been  ;.onr!ei ted.
 Effect ~>t L; ' :ersi."ir, - •'  Water  and Pho.sphoi us  Bul'j--'.  ••-
      Wa ':j5£  Ludg_t>   •   i'1- and  Vv-nt  Twin  L-i-ct;:  ir-  -ir image  ;a«,e'.:,  but their
 principal ?.ou:ce~  ' r  -  •• -   • . M >M   We 't  ;v:;-'  v, i  - :  :riCMme ^... ; at/,'1,*' >--j| i ; equilibrium,
 was  high  for  both  :,-;-.^5,  oai c ,   •,  • '          "<•  -•     ^ei-a :s»  jf this  la-yt
 groundwater   income  pluy the  discha.-q" '    •••      * ~ :•   trie me >:,  water  residerv
 time of East was about half that  of West  (O.-iH    ',,.,,• ,;, :-,  ,   •- areal W3f.?r
 load,  or mean  depth divided  by water  residenc-  '....•      r'-ii I v       MH  1 ? ,   was
 about twice as  high f . '  East  chars ' •: >.v  :-, t :H, ' '  /-• t       •  •

      The source  of  tnt  large  gr ~ .r.dv, j'-t-r  .'.:;c. .m - t  .   :.:_'.  IV
 by  Szczepanowsk \ ;19"n>.   Lake iio. k*t ; I ,  -u.  >:^ ou." .i-:.'-,r    -,::  --  -
 Twin,  was  filled  in  1915  by  damming the Cuy.j'i'.q; '••' .  ". .      •  . .-
 determined  that the  level  of  the Twin Lakes rose  significantly after  <--,:
 even though  there  is a  high bluff  between  Rockwell  and East Twin,  ana  no.
 interconnecting  surface  flows.   Szczepanowski  installed piezometers in LaKe
 Rockwell,  where  the  two  lakes  are  closest,  and   estimated  a  groundwat^r
 discharge of 800 MJ /day toward.-,  Ea,(:t Twar. .

      The  seepage  from Lake Rockwell   may  have been  paitialJy  responsible   foi
 maintaining   the  lak^ water   levels   in   the   Twir   i,akef=,  ever,  after  sewagt-
 diversion.   On  other  lakes water levels  have oft^n dr(jpped ft.-! lowing sewa"^*
 diversion.    Water   income and  wace.   l^vel  oi r,-jtfi«'t   lake  -. vi^ijed  in  a  w^ ,
 which  could  be  atfr :'  ''ed  to diversion,  «v--n r'-'.:,'1 ? '.^  d.i1.".-  siori  «xc;!,'f."r
 approximately )53 M   i iy out  of t"e  water -'«''": •*•..   >  previc^u1 . .  n-H ••• ••  •
 the  lakes  as over lana  i low, stream flow,  and  gro,,:i-.1^a;.^r .

     While  the  several  methods  of computing  groundwater  income  to the  ia«>--
were  in general  agreement,   the  sources  of  th<=-  wat^r  we; e  net  spec i f ical 1  •,
 located.   During  ice cover  unfrozen  "windows"  were observed   in  both  lak-
                                       29

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                        rt.^nJAl, PHOSPHOPr S ','('<•;(> K ; ~,i
                   SOURCES
       19 7 j
       1974
       197 ^         12i
       1976         12]
suggesting that  fairly high  volume springs  entered ; •.<  laKet.    u'..e wui::d not
be  detected  by piezometers,  so  that  the  rate  of  -seepage  from  :.ake Rockwell,
and possibly  from the  four  small  lakes above  Wr-c;r  TV.' .  •.  ",
higher  than Szczepanowski  (1976)  estimated,   !h <   ,-.  r-v.  r ^ •, , ,.-
the decision  to  assign groundwatei  income  r.  -  )'   ^ M  :',,•',     . ,
than  depend upon in-lake  and lak*n- •
sample  higher  volume springs.

      Phosphorus  Budget ~ Phosphoi us antes r-d -hi
dry fallout,  and gijundwater and  stream flov,:.,  , •
was not monitored.

      The annual  aveidcji-  concentration  ot  i-ho-;i',.i  j    ..  r.-:
lO'i  did  ri-it  change.    The  sligritly  higher    -  -'   - •* ^./u
reflect.*? ':.'-.'•  m.jcn larger number  of detorm i :• i*  '• •,        .5" ,-•

I.T, i  r.gc- - '^r;.;.- ' jturv  ,'","•;; £. >. or.;  «v, •  •  r>',l  •• •  .
fali-'U*- *ac- '} •>*  iti'^.j:.-.,: - L

      A  netwoiK  ot  p^e/ometers  was   estabiisht .      '.- r>j%  ;
phosphorus conti ibut ior:s  from gr. 'undwater .   Tr--  ••-       .-,•>-.
West  Twis:'s q-'iundwa*. •  inn <••• iv-d -r  >'7  ''5                ;
1976  were  not  ai'-r-;' ,-t  •: jnd  were i'- ,iT.t> j
phospho: ur.    •  •••••,ti  i  : •'.•   •>•-  FJ,;  •  '*••••'.  ,
10  ;-  -'-     •  -.r, •   x;.. •*. ,  -:..-..: • -  -
                                   HAS'!1  TWIN
               Grojtidwater     Stream:     Pi >-. •• ^ 11 a; i.

-------
     To  determine the  impact  of nutrient diversion  on groundwater  quality,
especially in the vicinity of septic systems, a series of monitoring wells was
drilled above, in, and below a leach field.  The monitoring network was set up
six weeks  prior   to  connection of  the  sewers.   The  boundaries of  the  leach
field were found using electrical earth resistivity techniques.  All  effluent
was diverted  from the septic system after  sewer  hook-up,  but tha leach field,
by request, was not  disturbed,  and  samples of  the  wells were taken weekly for
the first two months and  then  monthly.
              important
indicated from this mon
leach field 0,3  ineterr-
the water table  was ab<-
from the leach field,  *-
(Figure 9) .   Tries'  ..  • J
f ield, perhaps ?aur-< •-  r
leach bed.  Thi' "•'.,•
by soggy lawr ~ o • .- L.  •
washed  from  t: -.•  la*",;;
accounting  for the  K? "

     No clay WE,"-' • o .  ^
coarse sand and  •:• • '"i
in coarse san ^ .-i-vJ
leach field  -3y-r-, ,.
then contr i b,'t<- - •
runoff and o-/-:- '• --,••
                         factors  about  pre-diver sion  phosphorus  i;ncome  are
                       itoring.  First, the water table was encountered in the
                       ;  belo,,'  the surface.   Six meters above  the  leach field
                           '' net'-r,:; below  the  surface and  3 meters  downslope
                                 f.-hle '*as  about 2.5 meters below  the  surface
                          o :  , .-  i ,di'~ate a  perched water  table in  the leach
                                    rajs which  reduced the permeability of the
                                   •"•on throughout the watershed, as  evidenced
                                     :,,  Nutrient-rich materials were probably
                            -   -l    and streams,  and  thence  to  the  lakes,
                          ;nccro(3tions  in  streams in 1971  and early 1972.

                          '.<.-  area of the test  leach field; the materials were
                           • • '=-.4; icv.p to  6 meters.  Thus  septic  systems;,  placed
                           (polls which  are presumably  ideal for septic tank-
                          i  discharge effluent  to  the surface  as  seeps which
                           •• wnter  flows,  especially  during  periods of  high
     The  ch
perched wav-
tion .   'I 'if.> •
the Lea-/!- :".
siigatiy  r. T-
diversion.
                         .r ,• -]  of  the leach  field  shows  tine  effect of  the
                         <•? !"->rsion on the  groundwater  phosphorus  concentra-
                         I.    ""h'1 Control well 16C, and the wijll 9 meters below
                         •  cry  clo5;-?  (Fiqurf 10),  indicating  little  phosphorus
                         n'jMiw'aic-r  away  iiom  the  leacn  field.   Well  17G,
                         je I d,  had  a  logarithmic  drop in concentration  imme-
                            W'-l!  I8G,  locd^fd  at  tt-f toe of  the field  had a
                         t a t i >n  thcin  the  control  and  dropped  little  after
     Surface water  station *.."  (Xiguie  4)  is typical of the  urban streams of
the watershed  where sources  include basefiow,  stormwater runoff  arid septic
effluen'..  Stream 2S received  the surface  seepage  from  the experimental leach
field and run-off from  an urban area.     Figure L1  illustrates  the relation-
ship between reduction  in water discharge, phos^hoi us  concentration,,  and the
number of r-.pve.  "•ontvvc"*. ions  fron* ,':,T,uarv  1972  t ti:oi!'~jL Peons.ary 1^73,  In this
interval the mean wa~Pi  discharge  from 23 dropped  from r-.Ver  410  M3 /day,  to
less than 40 M   / concentration from Jun<;  through
August 1972  might be due to construction of  sewer lines in  the  area during
these months (Bullet, 1974).
     Figure 12 i:
the same period
                   a  plot  of  phosphorus output past the weir at station 2S for
                 )f time.   The  output  dropped fcom almost  80  kg P in January
                                     34

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FIGUR3 10. Total phosphorus  concentration aK,v«,  in,

          experimental leach  field aft^t d i', <•'-. : >;
                            cm
                              20
                                                        j J 0  ;
                                 36

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                   M   A  M   J    J    A  S   0   N   D   J   F
           PHOSPHORUS OUTPUT. STATION 2S= JAN.1972-FEB. 1973.

 MGPM-  i?  p'<'-p'.,r -  "li'---!  •',• ' '•> Mr. MO '"' '" K "•'  I'win after diversion

-------
1976

-------
Table 12. WATER - PHOSPHORUS BUDGETS OF EAST TWIN LAKE 1972-1976
_ _ _ ,.. ._ __ —
1972 1973 1974 1975 1976
1.
2.
3.

4.

5.
6.
7.
8.
9.

Annual Water Inflow
M3xl03 (Q.)
Annual Water Outflow
M3xlOJ (Q )*
Water Residence (yrs)
Vol/Q =T
o w
Areal Water Load
Z/T (M/yr)
w
Annual Phosphorus
Income (kg) (J)
Annual Phosphorus
Outflow (kg)
Phosphorus Retention
In-Out
In
Phosphorus Areal
2
Loading (gm P/M /yr)
Mean Annual Inflow
Concentration
(yg P/l) (J/Qi)
2152.2 2056.9 2971.9 3192.9 2614.4
1978.9 1921.0 2515.1 2996.6 2446.0

0.68 0.70 0.54 0.45 0.55

7.40 7.19 9.31 11.18 9.15
180.8 126.8 219.4 213.4 127.4
142.3 109.0 157.4 177.5 135.5
0.21 0.14 0.28 0.19 -0.06
0.67 0.47 0.82 0.81 0.47

84.0 61.7 73.8 68.4 48.7

*Does not include water lost by evaporation
                                  40

-------
1972  to approximately 0.05 kg P in  February 1973.   Following  the rapid change
in total phosphorus  in 1972, concentrations in stream 2S remained in the range
of 50  to 70  yg  P/l.  These concentrations  represent,  washoff  from streets and
lawns.  At  least one other stream entering  West  Twin  (5S)  was also influenced
directly by  sewage  and  runoff in a  way similar to  2S.

      The main  source of  phosphorus  to West Twin was from  streams  in  1972 and
1973  and  groundwater  in  1974  through  1976   (Table  7) .    The mean  annual
phosphorus  concentration  in streams  in  J97/ was vr.-ry high,  particularly the
two streams  (2S,  5S)  draining urban areas  rather than those  discharging from
upland lakes  (4S, 3S).   Income from streams in 1973-76 was 50-75%  lower than
in 1972  but mean total  annual inflow concentration  was as high,  in  1975 and
1976  as  in  1972,   due  in  large  part   to the  increased  concentration  in
groundwater  (Table  10}.   The  reasons for 'MS incr<-.K -v  jr^ n<">t  known.

      The mean annual phosphorus concentration in the stream <8S)  entering East
Twin  Lake fell steadily from 1972-1976 (Table 10),  with  the 19"t  concentration
25% of the 1972 concentration, due to the alum treatment  of We'-t  Twin in 1975.
The concentration of phosphorus in  other East Twin  sources did not decline so
that  the mean  annual inflow concentration,  as  in  West  Twin,  remained  fairly
high  through 1975.

      In summary  these drainage lakes  received  a  :; i-jni 1 ; can1.
fronf'  -seepage  and springs.  The quantity of phosphor UK  in "•:
enters the  lake was  not  measured,   but  was estimated  trorr com,
piezometers  on  the  lake margin.  Concentr =jt a or,  generally- I'  -,'">,-
study period.   Surface water   flows  from urban  -v ej;-.  wet*.- ,! i'.;'
before diversion, presumably from upward seepage of  effluent from
to the ground  surface,  where it  was  carried away  as rur:-C'j i
Stream concentration  fell  over the  study period.  'Petal  ph-s >.',• ,
year   was variable from year to year and  average inflow conc<->r,t L ,
Twin   was as high  in  1976  as  in 1972. (Tables? i!  an i 12).
                                                                     of  water
                                                                  Iwater  as  it
                                                                 entrat]on  in
                                                                 sed over  the
                                                                 'i phosphorus
                                                                  leach fields
                                                                  to streams.
                                                                 '..-  income  per
                                                                 '.:on  to West
     Vollenweider phosphorus  loading model  - Volienweider  (197*1)  has suggest-
ed that the critical factor leading to eutrophy in phosphor uj limited lakes  is
the total phosphorus concentration, a value  depending on  average annual  inflow
phosphorus concentration  and  the water  residence time.  Eutronhic lakes  tend
to nave  high average  incoming  concentration,  moderate  residence times, and
generally have a phosphorus concentration greater
weider  (1976)  designated regions  of  a  phase dia
piv spl;orub concenti -at j,>n  vs watei  ipsidenc- t J r»t> >
 >J i )<'trophir  to  putrophic,  divided by  l>ou:i-Li< i  •
loading"  (those whicn  tesult  in  a potential OMKV
P/l)  -'if "permissible loading"  (those which resuii
less t nan 10  ug P/l) ,
                                                             :q  ?'l.  Vollen-
                                                             annual  inflowing
                                                               • • .-.ns i t ion  from
                                                                    "excess: i ve
                                                                    thai, 20  ;jg
     Using data from Tables 11 and 12, trajectories were plotte.i with  1972 as
the initial year for each  trajectory (Figure 13) .   Over the da; .ition  of this
study the  phosphorus  loading  to each lake  was excessive,  and there was no
trend from year  to year,  other  than a small decrease  from ;9";.-',  to  suggest.
that  septic   tank   diversion   resulted  in   a   significant  decrease   towards
                                     41

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42

-------
"permissible" loading.  This observation is consistent with the small changes
noted in mean annual  incoming concentration  to both  lakes  after  diversion as
well as with the small changes in lake concentration and in biotic indicators
of the degree of eutrophication.
EFFECTS OF DIVERSION AND TREATMENT ON PHOSPHORUS

     Immediate  effects  of aluminum  sulfate  treatment -  West Twin Lake  was
monitored  intensely just  before,  during,  and  after the  aluminum  sulfate
treatment, and then at weekly intervals through 1976.  The immediate responses
of the  lake  were primarily  chemical, and  differed from  any  expected longer
term response  in  that there  was no immediate effect  on  biotic  indicators of
eutrophication  in the epilimnior>  a:; measured by cell  volume,  seston,  chloro-
phyll, or transparency.

     Aluminum hydroxide particles appeared in deep  water  samples  for  several
days after treatment,  Artei  two  weeks the lake was examined  through  the  use
of SCUBA.  The epilimnion at  this  time was murky  due  to an algal bloom,  but  the
hypolimnion,  in contrast to  the absence of light  in pre-treatment dives,  was
clear.  The lake botton;  could be st,-t,-n  from about the 5 M level.  The mud had a
uniform  "carpet"  of aluminum  hydroxide  floe about 1  cm thick  with  no bare
spots, and  it resembled a moonscape  with  pock  marks where anchors had been
dropped  before  treatment.    There was no floe in water  less  than 5  M  deep.
Later, the floe consolidated with the sediment so  that by 1976 floe particles
could only be observed ir, diedge  samples.

     Dissolved  alumi'vjm  remained below  detection limits at  all depths  and
locations, with  the exception of one sample  at 7 M  just after  application,
where a concentration of 2.4  pg  Al/'l was observed  (Table 13).

      Table li.  Pi
-------
     The  alkalinity and  pH  of  water  below 5  M were  altered by  the alum
treatment  (Figure 14).  Hypolimnetic alkalinity before treatment ranged i'trvr,
110-140 mg CaCOj /I.  Just after application alkalinity at 6 meters  was <>0 n .
CaC03 /I, and  the  hypolimnion below this depth  remained  at  about mat alka-
linity  until fall  circulation.    Pre-treatment alkalintties  returned aft.-,
circulation  and  have remained at that  level through  1976.   The hydrogen tor
concentration  increased slightly  in the hypolimnion,  nut returned t'  ;>; f
treatment levels within a month  (Figure 14).

     Sulfate  concentration  in  the  hypolimnion  was  increased frcm  a pre-
treatment volume-weighted average  of 35 mg  S0lt  /I,  to a post-treatment aver
age of 50 mg S04 /I.   The  concentration below 7 M a  month after application
was over 100 mg  S0t»/l,  and  averaged 50 mg/1 during the  fall,  in ccnc.t ast t.
pre-treatment. fall  averages  of 40  mg S(\/I  (Table 14).  Wintei  cono  !>t rat ion =
in earlier years, as well as winter  1975-76, averaged SC mg  SO /!.    .Mhimi-"
1976 concentrations were almost twice as high as previous y-v>fs, Th- .< <• .-
change in the sulfate  concentration  of  East Twin.

     No toxic effects, such as fish kills, were ooserved after the application
and fishermen report fishing  to be as good just after  treatment  and  in 19"'*! ,v
before treatment.

     The  concentrations  of  phosphorus  fractions  in  West  TV/in ',,oke were
promptly  affected  by  the  alum  application  (Figures 15  and   16).    Sol ib'.'
reactive phosphorus  (SRP)  in the  epilimnion  before application ranged from l-r>
yg  P/l, and in  the  hypolimnion, up  to  500   yg  P/l.   Filterable total i>L :c:
phorus was about 20  yg P/l  in the epilimnion before  treatment and above 400
yg P/l in the hypolimnion (no measurements of FTP fraction were  taken at 8 and
9 meters so  that SRP, which  was measured at all depths appears  to be  higher}.
After treatment, the concentration of  SRP and  filterable total phosphor us  in
the  epilimnion remained  unchanged,  but  were  greatly  lowered   in  rho l-ypo
limnion.  The lowest concentration was  reached  about  one week  affet   ,--.pr,i i • •<-•-
tion..  One year  later hypolimnetic  concentrations were  slightly  ,.;•:•-;, ->.,'
were still 10% or less  of 1975 pre-treatment levels  (Figure  *'-,.

     Total  phosphorus  concentration  in the  hypolimnion was   also  great';/
lowered after the application (Figure  16) and  remained  low through  1976 even
though oxygen was absent  in  the  hypolimnion.

     Effects on  Phosphorus  Content of  the  Lakes  - Trie  phospnorus concent- o'
the Twin Lakes varied in a regular  pattern over  each year  (Figures  17 and >H;
During spring circulation phosphorus content steadily fell to  i:\ ah-r -• ;
just  prior   to   the  onset  of stratification,   then   increased,  ;UOHC   >i
increase being  in the  hypolimnion,  to a late summer  peak.  In  some  years <
increase  continued  through  the  fall to a winter peak.   The  soiing  deei"V:''-
began shortly after  ice-out.

     The daily rate of increase in  phospnorus content  over  tr.e KUHUK--  u,- > .-- !
became  less  in both lakes  each  year after septic tank  diversion,  excey-  ,<••
West Twin in 1975 when  the  interval  considered was 40 davs shorter tran of~l:--i
                                     44

-------
                                 O
45

-------
Table  14.  SULFATE  (ing SO^/1.)  IN  EAST AND WEST  TWIN BEFORE AND AFTER
           HYPOI.TMNFTT' AIJJM APPLICATION
Dopt'

   (^

   1
   p

    3
   4
Vv~ f TW i n !,ak«
.
1 ] •', PP Anq 7S
•i, ' ^
•• " < 4').
' . 6 - 41.
4 . SO 4 » ,
i ^ ; 4 i .
i •>;< 4*.
: - (,<• .
.'< ' .


80
00
01)
0"
0 '
1 1

•' JuJ

•;q
54.
49.
48.
48,
47.
47.


76

35
41
97
80
14
7]
27
   H
   9
  10
  11
               20,47
106. i-
10S.O 7
•. ).96
f'9.67
Depth
    1            '•''•. "
    /            f 4  i.
    i            ]'•*, r
    4            V)  H
    4
  10
  I!
yeat.c-  (Tabl'"5 i  ^ ,   H;i 1  t [•,?» ,-,  ,r-.  f • c>a • meri'  n- •!  .•"   Mtt i-  ni'jIi'M  than thp prev;. cm-  /ear  and the  rate thus
equal  to  01  1 «-•?•,-, t ', . , 19/4.   'I *•*-  r ^ri^t \nr,  jn  thic. t u*1 of summer  increase was
particular ly pr->t..^   '.   r  ,  ,-t  iw,n jn  IQ-",  and !•- /?,  (Figure 18, Table 15).
     7^,p  efff>f-} i,f  t )
pattern   of   p'v •-. ',' '
illustrated  • ri  Figui'
peak July 197C> p' p  t r
rising  S'HTI^W' ->'   ;-
                         Wf"t 'iwin  hypolimnot ic  alum application on  the annual
                          <•'.«,<••< •   ->nd  Ui^  hypoi inmetic  summer   increase  is
                         '•    "i'"r- ph<^'-;phot ur> content  was lowered by  67% of the
                         trupn'- content, and  remained at that level through 1976,
                         ' ""''  :<»7f-.   Autumnal  3*i<   ••-••'.al  circulation  did not
increase  eitn^r
                      phosphor os  or  the alumimim (•<•-, \< cntration of the  lake.
                                        46

-------
CD
or, 4
LLJ
LLJ
  8
 10
                1  WEEK BEFORE
                           .REACT, P
                              1   i    1    1
  S
          100    200   300    400    500
                    ngp |.

    1 DAYAETER .   1WTFK  _1YEAR AFTER
            .
            S
Ot A ? '•
  8
 10
10
                            6
10
          100
                    i.g.P !
         100
         100

-------
              -.0
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Sd313l/M-Hid3Q
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i— O
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^^^ ^^^^^^\^ __^^^4k
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1 1 1 I II
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/
7
/



0
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o
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oT
7"T
^^<
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0
CO
0)
s
c
M-l O
O -H
JJ
c fd
0) U
Cn -H
>< iH
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rd
(D a)
> 4J
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-------
  200



  100



    0

  200



  100



1   °

DC
o
O 100

5

    0



  100



    0

   50

    0
               TOTAL  PHOSPHORUS  CONTENT
                    WEST  TWIN  LAKE
                                 *•  ••
                                   .ALUM
                                                  1972
                                                 * •
                                                  1973
                                              *•-. 1974
                                                  1975
                                                  1976
                                 T A '  s '  o '  N T
       J  ' F'M'A'M'J  '
                         MONTHS
FIGURE 17. Phosphorus content of West Twin Lake, 1972-1976
                             49

-------
  150

  100



     0

  100
c/)
o
     0

   100



     0

   100



     0
                 TOTAL  PHOSPHORUS  CONTENT

                       EAST TWIN  LAKE

                                             1972
        «*»
          *  «     *
            *      m
                .•
                                  197^3
                              •   *    •
      • .  •       /v •• "••/••    1974
             ••••   *      *
                                         •• •
      ••*  «.
• • «  •

 1975
i	i	i
           • • •        *
      *•»   *••»•••
                      •   •
                                  1976
        JFM   A'M'J'J'ASOND
                          MONTHS
 FIGURE 18. Phosphorus content of East Twin Lake, 1972-1976
                            50

-------
             Table  IS,   RATE OF  INCRKASR  IN  PHOSPHORUS  CONTENT
                          SPRING  r,OW Tn  SUMMER HIGH  grrs/day
                                                         Sa ~ t  Tw in
             1972                  7r, i
             1973                  Mt-4
             1974                  4-J
             i 9 7 S                  6 '< < *
             I 97b                  //'-i

             *'Jp t")  da.1 .  i  a i "'i  -,«>;•.' r at l'>r.
                                     -w-- > dhted  seasonal  --orK-pnt t at ion  of the three
phosphorus fractions Curing  1.97 1 - 1L)/6 are  illustrated  in  Figures 19,  20,  and
21.    Summer  means   i.')..lude  all   ia*'   strata,    ChaiKjes  during  197.1-1974  die
discussed first, sin^f-  these  --h-inq'-s  may  he related  to diversion,

      Mean total pfiosf-'1 it UK  (Figure  J9;  -?  both  iaK.--3  was  hjqri  in 1971  before
diversion.   West Tw!"r,  while in.t^ally  higher   in  r wen^ration,  exhibited  a
steady  decline from  ''-,'!  ro alurr  tr^afinen*  in  il)'!r~,  -/,•;,lie  Ka."t Twin,  after  a
small drop from 19 ,' 1 ; > ••  i'-*72,  r^-ma ou-'J fai'l/  <-,ta.,!'-  u  -ibout  75   [ig    P/l,
Spring  mean   c"n'"'°''!! :  i  !>>v.   w: •'  '   >   ~trr\rnjv-  •-•>'' it-e-'  •••  r--  ,n  epi li rnnet 5''
chlorophyll  '.P'lg'J1->••       ••-•'na'"^ •  •    •'< ^t   ')-/r,    ;  '• '    i  :  ••", i --  Twin,  whil"
West's  dec! :",•-- ;  \,  •    ..•  :i" ; ,   - .  f  • -j  r-  ' '.  :  - • • •  ; •   , ^ ,

      Mean >:otdi /-ho  . • ' t ;s • '>'!• > nt . if • -i  i-  ;r  r MM   ii fu i  a t i • >n  t.r'  both laKe^;
was  determmeo  ''-.J   r-i -  :>•-•<,•  ^  <•!,-  -u.(  },-,.'.  niot phui"0^! /,  jr-J  A-;(.er   budgets.
Predicted pprinj   •  •-  : . j'i'^n,     -••<  >:•.-• c" "-J^' • f  ri!l.;n  d-.-i r;ql^r  (I974r,,
was  always r.igh^.  ''. •    ••••-"r  '--',  .--  ••• •   *•••;  l-.'/v   -,ti >  I9"75  i>   '•<  -t.  Twits,  nu!
always  lowi >  •• ,•        ..•!•-.  :-,"   i'w i,   !-)>'.   ,. .    H-.-w ^f-: ,  the  .•'"•rr1;?-
pondence  bet.^/^f'- pr .5 ,.  ^^ i ;<•>'-  •••     •-. '   •-.  r ing  •••>•>  <"oncl MS i'ir,
that pho.'-phor1, - ',<>••  >?     ,        •    ,  '.,  .i,t- :,.  .v>;.:  .,   t ; i~hi;-g,   ;-i,.i  i •-.•*. -?.'M i,)n,
determined  : pi i : t     •    .it-  ,\ -.- • ,      i>, ,-i.r - 101  ''M,-.  appt-ar.';  '•.  nave  !f   -~j>f"ir,,! i')f..r   r>',,,,c;prioi  us  ' <".<~ fnt r ^ i ,or  -'f
West TV in,

                                  "    t .1  ;->i . i.-p'u -rut:    KSP)   '"oncenti :itlon  ;Fi j ;t •
                                  w H  r: l'"-t7i  ,--i'i  1974.   j-id apf.'t'ared '" i^f---! .n>"  :
                                       ••" '  i ;.  .'. ' i ng -j.;,o  ,. i'!unet;  I ^ .' '  ;or I-'is^  "i\v j >
were que ;t j ?n-?.' <"-."1 ^^p  ,..• WJ--  l !-.f->r •-• t ore  discard-
ed.   Mean  ;5e  i'--.:,-     •. :• -      -*   .- • fi , r-   !•-.   ,":'   • •<-i i. >  ;.'. \  j! .  >r; wd'~  aim--''
always higher  i;", l^>  •'  • •: v)  r  •' :  '   ; -r t , •  • it I y i..  ; '•') -r '  f-| :   , F' igure  2 ; i .
This diffeience jn  U>e  fall  ':•'.•  '..)•'•  : • ••, -^ i-  *-  > *  f;.  "-t;'i,.r  •  '••{  , it uriin  leaver,
and  leaf  d'-"-oi,.;,'  •,,-.>/-.-       ,      .  .  .,,,,.     -  j  ...  _ - . , -, ^er.t  Tu-jii
East Twin,  it  wi i !  :    •,-••.•;  •'   v ,H  ..    ,;-,;..,r   - ' ••   \",  ^-it.-r;pM  if  from  : t r,
subwater shen,    "•.-,         •  •  :       --,   •,-.  o:,,,  ,   ..-..,-        ,   r,,: ^« i -_•.-;./
unaffected b\  •!••'•

-------
    z z
    55
    k_ h-
                   QC
        (0  — CL  D  <
        
-------
    Mt.AN si ASONA;
100
 80
 60
40
20
1  O  *"»  4 I «
I  £  -, >  «* ( s
  1 9 7 3  l
               ! Q ,' 4

-------
                  co<0
                     IN.,
                  M?
>•£:
f
CT>
                              '0.'
                             :s
       .•»**
                5' t.\i v"
               -|
                4r-
-M

-------

-------
West  Twin,  was  greatly  reduced  ;i •-  pre-treatment  concentrations  and   in
comparison to  the hypolimnion of E~rt  ivin.

       Table 17.   AVF.RAGE EPILWNl        X.r.NTRATl UNS OF PHOSPHORUS
                   FRACTIONS  ( .jg P-l)     GLUME-WEIGHTED)


1971
i 9 7 2
i-- in  t/.. t il  ph<~. .tiriot u.-- i;. t f.(-  ;'_; ; i L inin ion  of West  'Pwin was
25.5""  If-'-s in Iy76  than Kast  'IVin  '2R.j  v ~.  vi.O   :KJ  P/'l).  filterable  total
anri 'u>l' bl^ i '-.net i -f-  : •  ;spli'>iu '  •)!  die epi ' irurti->n  wre only 2.5^*  (19.2 vs 19.7
 ,q  P, ,-  ^nd  i..-*, M'  i  v--  8.:   fq  P/ J )   Less,  respectively  (Table 18).   Mean
annual  and  ppnmu,. - , - c<.i:c <-!if t at  ions  of T 1 L  fractions after  treatment re-
         ifu'.:! t--i^ r -.rr^- ^xp-.'t^:  •! en trop;, : ,:
      The sr, '-i ! :  ''•fu'ii!-j'i  in ^r> > 1 niir.-'t-i .•  tilretahi"  total  pho.vpliorus may  be of
 ome  s i 3ni t" i !vm<""  •> nice  low  m'> l--i-'j 1-n  we; jht  '>r gani^-phosphor us  molecules

-------
found as  part of this  fraction  in  t>ie Twin LaKes (FtarK'K>_> and H^.tth,  in press)
"tiay  serve as sources >  ( ;-h< 'Sphor us  lo  son1'.-; jiMo'ipn- " •!.'•,  I un i t-r. ,'.,..  q? r.on algae
(Heath and ("ooke,  M7''i,

      In Burnrnai V , sep  ••  tank  divrsjon appiien1 ly  ;-r vu ••_••  ;  --t.ny cifclint- in
mean tot a' phosphor ur, of  Weat  Twin,  and  tee nnr i,,q  ;i,.i !•(-- •   •  ;  r.  in  tne  Jake
dec] ined   '«••  t)te  level  ,-.f  hast  Yw i :,*:-;  rpi ipq  D'I'-"i t/nr'-.'-.    >: v-  ^-i ,   t}i«=-  1475
spring c^n^entr at ion  ->s, iit-f. >'<  ' n.-  t  <  • \;v>!         •  '-;,! .  •>( f>ut  75
,i j   F'. i ,   a  leyo i  wh >. <•!> woj I i  f~: -i-; i. ^  (   ':.-- i ?    ; >. -   ••;  •   ,,-.  •     ' '  , M 'johy : i
concentration of  a mod'-.-rdte Ly eu'iopn:-' JM'.I- ,   ;  :, it-.  •!!-.'••;  '  -r   -,"• • if- Affective
i •,  low"! JIM f. h<-  c-oncentiat ion of pt.i i;,pi,- >i  <", ,-.•.!  •  '  i r i r; i   i    .-.   •>,•  ^ ,j  f^njr
yea:  p->'• t -iijvrir -•. ion oc-i iod ti.) l^>/f-;^  wh •  " v.' •!•  : t  '• .  i r       •,  -'•  ;  ITSM .!^•<•H|t-'n^
in  syinf, t-r  TV -,j  .-it t • ,-,,\ i-  Ttion,
      Intej jijai  '^h-japh'1^ us  J-o3^i_i_n^j  " Thp  rt-i^.i1 •• .>!  pir i.-'ph- -s  j   : •  •; rj:n x.\c
sediments  has  L;een commonly  observed  in  hot '<  i ihc" -itoty  ^ri!1 f  >c-\  • »xpor irnent =;
arid  i« believed  t.'> hf  i  P iyn i f icant  in*«'ini!  ^,'iir"^' -il  ph'-<-,p!' i  ^i   Th« ani'Xio
sediments  • >f tne hypci iinni'on  of  West,  'IV n,  >  'Ke  wt i *   t h^M *>f  >r-"  treated with  a
                             i "come
                             ju inea  (net  i'jlPCi!H>
            •;'',;'•'     ;,ft-: i. 1  1'iadin'i f.t'es d"e l 'r,
           «,>f  a  smalJ  inc'^aH-e  in East IVin's
                                         that  ..-f

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-------
       Table  19.   NET SUMMER EXTERNAL, INTERNAL AND  TOTAL
                   PHOSPHORUS LOADING TO THE TWIN LAKES (rag  P/M /day)
                                    WKST TWIN
       Year

       1972


       1974

       1975

       1976
                                                    1.266         IJfi

                                                 AJJJM AH'LK'ATION

                                                    1.3?.'          77
       Year

       1972
       1971
       1974
       1975
       1976
 7 Si)

LATION

,022
                                                    2.86f          98
                                                      I'M         i 1 ?

                                                    1.08b         125

                                                 ALUM APPLICATION

                                                    1 ,58',          7<>
      The  1975  aij"  -
expected snarp  d- -..:' .-,•
Over  50% of  * r r    -',-.••
rate  was oiil,  • . ! r1'
/day  in 1976}.
                             •"iMor,  t    trif   hyp-11 j in nori  'iici  not  result   in  tht
                             i'->~f>  net  internal  phosphorus  loading of West Twin.
                              ' T-.T-..  .1   ; ^ (   ,• )-  .-•)., ) wh»n compared t-o
untreated muds,  strong Jy suppcjri-  tti^ • '><*•-•} pi^ i rin that the  release of phosphorus
from  aluni-t r°a* f5-.•'  n- '  • - •  .   Hov/ev^' ,  t'K-
similarity  in  mean  ep i limner, ic  t''t^[  ph.-,',;Dhr -r •];;  ; 'iix.'^"' : i •• : -r   betwef-n  the
lakes in 1976  ;WTr --  "••  ^    ••; P  ',  ~'T'  -       t  . ••   ,   •'.'...-   ' ,  --mo  t,, -  v^rv
lOW hypoli^nno;      •• .-  t>,,'  ' •> •• -V. ,i  i ..- I ,   i •> i ',i,  • •• i , j i •    i '  ,;,.] Vlbjf  !H/
support tl'M •; M.I '  . i •- i, -! -i -  -.ii) -=i'  rj hy st uiffer  and  I.e^
(1973)  a:-  a  •-'o1,':-  • >   iiit^'ra!  l-v.iiin.j  to  the  ••;• i I i nits ion, wnr,  not of great
significance  in  M^-  Twin  La1-'-1'..    -;iq'-1 f Leant  p<'utioni-: of the  net internal
phosphorus >'(• i •---<••   '  • ; •-'  ''• ••-  -  .'iL;r. ->   ir:;i<-,f 'iave h^p-n  f > on-  ^o';r< <=.c other  than
the a-.af-r'-; i-.    '         •      ••         '  •-  :  •    .    -,.•,'••.,   .],,  Liit^ in

-------
effective alum treatment and the concentration of  phosphorus in the epilimnion
of  the  two  lakes  was  similar  despite  dramatic  differences  in  hypoiimnetic
concentration.
     Further  studies  are  needed  to  contirm  t
suggest  an  explanation  for  other observation
intuitively clear  why  the late winter  -  eat i ,'  ,
should be strongly related to mean epilimnetic  :
Rigler,  1974a;Figure 5),  when that phosphorus
during  April  and  May  each  year   (Figures   L."
precipitated  phosphorus  is released  as sum,Tt>;
then the strong  correlation may  be  explained.
and  the biota  of the  littoral  may  be  espec:
phosphorus to  the  water.   Macrophytes  have Loer
from roots through Leaves to the  water (e.g.,  M<
release  significant  amounto   (Lamarra,   l->  '-,-',
strongly suggest that  both aoiotic and r;ioii   •  •
be  the  major contributors of  internal  phi-":in..»i
Twin Lakes.
                                                  3 I
                        -:  i-i !.'i.;'lus ion,   out  it  does
                           For   example,  i':  is  not
                        * •; pr. r.pr.ot UH >-oncentration
                        i7i<-T  '.•<<;• r )(;-,  i •  i Oil Ion and
                         'LOC:I  ; .'on;  tj,c.  wu> 't u=i  loading,
                         iina i  -  :  aRes, qroundwater
                        ly  import.ant.   iri  returning
                        •>wn to  :.} an.s}>. •. t  phosphorus
                        -  PT  •_  , 19/2; ,  arid fish may
                          :'".-:* -   ..; >n ,-    ".-i  others
                               r ',-:•   . t - , i L! L zone may
                          I-  a  '.  '?  i n l -Kes  like the
     The  annual phosphoius retention  coeft
loading.   Kirchner  and Dillon  (197'5)  deveio;.>
15 Canadian  laKes which estimated R  from t ?v.
Table 2D  the R  's predicted i rom tiitir eqiiat. i
Lakes are  listed  (see  also Tables 1.1  and 12) ,   He
fat lover  tnan  predicted,  which means that 
-------
        Lakes  with  a  i-\-\'  >n-.j'jn  L i . t < t \,   •.:>!   i> • ji,   ;:  •  , ;
 "saturated" with  reqar ,-i  to  their  ability to of r i'- i !-.       - • :  . ,  • . .
 Twin  wap     ;,-•''. i    •
 conclusion  • n,;•. .
 to  the re1 <= 'it  <••    '   ~ .   < i , ->
 r eten t ion  • >i  pr.<  ; '        .,    , ,

        T s a  hyp'i I ' ir.'i' • ' ,    ;• i •
 the hypol imn i 01.,  rt •
 not  the  on 1 y  'n,, KM   •  > ,- •  •
 t e.-.i. . ; ;    >'  '^<--  •<-•!      •   <
 anae: oh.  •  ~- ->V-      <     •       ;
 phOSJ'ho:  !'  •••' l"!  •--••  '  , -.  ' ';«*  •
 Ver y   f'XU^l1'- i .-.-     . •    ,
 J It t.<:r a :  ,i! "n  - '   , •
 mo s  e   •' i f f i '•,• i *  *  •
 at  v:ii iw.T • >  -' :  •
 dl urn  ,••<;';
 s inoo !,p-r   ' ^ ' -'
 « Jo<; 1 1 nr.<-  
 hi--.*- i • ,  • ,
 alijm  may  n >'  l>v-  •;  if ' >   -

       The  J i *" total  .-^rpa -
 where an  ac'-,ir  r ':  t. '• • •
 allow "'5iT(   ^ •  :.. ;  .I,!..,-
 phOSpllOl 'IS  f->  fl<-''   Hit •••"'it  ;  M.i:   :

 Effect   in  0< induct ci'i' > , ;ni,  A'< ,'>•-,
chem i •'.

-------
  vs'ith  col if or in
       Presumably
  c'ii3 .c: u face,  in
  '•? 1C1  the lakes
         exceeded
 , '•,  in 1972 was
  iiq East Twin's
  i  the summer  of
  •;<•  k••-)=--!,  2G  (3
   ' ,! t f>r i.nq West
  ! «--,;t  of septic
 •^'•al  c'oliforms
      ;• '. n° water
         U-0 ml) .
      •  - o.)!  ; was
  . • i j   riev5 loped
-'i r <-j;f''ii.at ive of
  w! •  "*er \  hi oh
-:•  i ; i "< ; about a
 ;  t •!«• i;-.pr i nq and
    * i ••-•   mp'-j'.-t of
       .!.••.!, (COJ '-5

   - •    .nterva.ts
'  • i •  ; • por t  dat a

-------

-------
 25
 20
 15
 10
  5
  0
 10
  5
  0
 15
 *0
 15
 10
  5
  0
 10
  5
SURFACE  (0.1 M)  CELL VOLUME
                          -WEST TWIN
                           *EAST TWIN
                             1971
                             1972
                             1973
                             1974
                                      1976
      MAY   JUN   JUL    AUG   SEP   OCT
FIGURE 22. Changes in summer surface ce]1 volume of the Twin LaKes 1971-1976
                         64

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 volumes of both lakes have  remained at  about 5 yl/1,  a  value expected of mod-
 erately eutrophic lakes  (Vollenweider ,  1968),

      In 1976,  the  year  after  alum  treatment,  spring ..-en  vol'im3?  were very
 d i i f ej ent  .  West  Twin was clear  and  had  no blue-qree<<  >iqr>",  whc-ri-as East Twin
 was   a  greenish-brown  color  and  supported  a  dens" t loom  of  Oscillator la
 L'r1^£§-(r^iis •   T^)e  same pattern  occurred  in spring  1^77.    By summer  1976 both
 lakes had a smaller  cell volume  than had occur i<-d in any pluvious /eai , except
 1973.   Since   algicide  use  was  small  in  1976,   it  appears that the  alum
 application, which resulted in  a  lower  epi Limnetic total  phosphorus  but not
 SRP  concentration,  combined  with the  lowet  phosphor a-; im-orm-  >?~  J976,  was
 effective  in  lower inq cell  volume.   It  is  suggested fhat  t- n<  absence  of a
 sprinu hi  10 -cjr f'f» ri a : -i t •  bloom  in West  Twin may also !><•   olue-green  alga^  blooms .tppaif-cr  iy  -r iqinato fr.on
 pooulat :ons  in  the r><>" mne'its  (Reynolds  and Walsby,  1976),

      " " •   ~ M '' " f-r ri   ''   • .lanqes  !:•  s,u f.n -•>  . r i. ,t ; i       ••    •-   •  .-    , . --.»-;•
 pai a lit--, eu ceil  vuJ um<-> changes .   Chlorophyll  in Wo^t  Twin iij  r .r r ^ ,  .f is-;i  betweeri
 spring total phospfior ur t'onoen'"?" -jt /  >n  and n*'.»-i  :  i   •  •',•.-  ;.;,   '  if; |-T « '> ; ,
phyll  ••>!" '.-;-14r'  ;r   ,:!- •   -./M"  . The"-^ 1'ikes
       • •.  •:;!•'--  in the species composition ot  the  summer  sur fa<"" phytoplankton
1 o i J owed  ->  s im i lot   pattern  each  year .     An   »"> >.' i .'  --pi i nu  .1  a'oir  bloom
 it'liSiL1 ^ ^-Lid' Asterjor.el la''  W'1S  followed b>  a si at f  • •. i >••<   ••   •  ; 1  volume in
 Lite Apt i 1  early May,  and t-h«n a  series  >f  M'H- or • > •  ''';">•• b" (>:rr-  ic-''irre'1
ovf*r  i ?,   sumni"  ,  «ci'  t.  di '.torn:"  .is sub-domi p =i<'*    '•>.•.;  ; ];)tJ  ,-\ ?  ,;.,; , ,   M?

jAnabaj- n a  ximnetjcd  <-t  Ajjhaniv'oniei.Kjri  ^fl^JSj a^uae,  .ind  i.r i •-  pi-    -••    ,.•. .1
November .   The summer  dominant in  both  lakes in all /e-.-11'- .-•>-;'•       4 ,i c1 :'^,'5
waf>  ^'  £los~ac[uae.  A.  limnetica  was the 1974-7'j  d. •!;•, n-i.if  , ; tioth  la^es.

      In  1974 and  19"7",.,  Ohlorophyta and Dinophyceae began  to be a more abundant
component  ,;f the  late  summer algae (Table  22),    In 1976,  the year after alurr
t > eatmen1-, i   blue-green  algae dominance was qreaMy  reduced,  particularly  in
Kast  Twin,  the  downstream  control  lake,

      Tr>- seston  content of  West  Twin's su' f ac^  waters  ,VT-I  -,•< • ,  •  -o;,   ,  "iQ11
* • ''   as w'. ' '   * ' :  '     -   •  ' '  '    >[•• y • 1 f  ':>.-• • I i n<    •  • '> 7   ••  -            ,•''•'
Level  tiito'igh  l'-)J'->  c. 1.4.;''-'  --4% .


seston,  and  chlorophyll   i,rigur.*  2'  .  Ir>   !'•y)  t) nrnparency  of  W^^t  Twin  exce--l<-'J   i  rn*=>t.<:M
while East Twin  remained murky due to Osc_il lator ia.   In  1976 ';!,<-'  int<;ival  of
high  water  clariry  i •>  w^st Twin  pfM"isted i m    !•;','.   'Hi>-  ,;ddsurruTit-t  tran-.-
parency  has remained at about 2  meters following an initial  inciease  between
•' '•" ' !  and 1972 foi Wes*  Twin, a l°vral  fonnd  in m<.">ii°j ate ly <=>ut>'>pi  ••'  lak"f",

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   80
   60
   40
   20
   20
    0
^20
> 0
 I 40
 O
 0,20
    0
   60
   40
   20
    0
   20
FIGURE 23.
    SURFACE  (0.1 M)  CHLOROPHYLL
                          •WEST  TWIN
                          •EAST  TWIN
                             1971
                               *•*
                        A,  1973
                             1975
                             1976
MIAY   JUN   JUL    AUG   SEP   OCT
Changes in summer surface chlorophyll 
-------
 25
 20

 15

 10

  5
  0
  5
  0
o:
c/)
             SURFACE C0.1M)  SESTON
A   f
                      y *
                                 K|
                                  V.

               -'
     v
                                                     TWIN
                                                     TWIN
                                              1971
                                          *   1 Q 7 *5
                                         ,   -.  i zy i *j
                                              1976
g
-J5

lo

 10

  5

  0
      MAY   J U f-,'    , j i J L    A U G   S F P    O C T
FIGURE 24,  "hr-\nu<-»; !-  ---.rp;. .-  - ;>'  • ^,-,' >., . ,  *»,,. .v ,, . ,^;PJ  ' •' '  iT't,

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   6
   4
   2
   0
   4
   2
   0
   4
   2
CO
LU
h-
LU 4
   4
   2
   0
TRANSPARENCY
       'WEST TWIN
»	-EAST  TWIN
1971
                        1972
            tt- - <• «•
                        1974
                                             •Or
                                          1975
                                          1976
      MAY  JUN    JUL    AUG   SEP   OCT
FIGURE 25. Changes in summer transparency of Hie Twin Lakes, 1971-1976
                        68

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T.lhJe  ?.-',  MKAN

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      ','IR  H  w'.j -  P   patter ri  of ciMP'je:  in  I h^ oxygen deficits  (Table  23) which
roiii.] i..  
  • elat--.j to septic: tank d ivor.- J • >n or to the alum treatment. T-.•;-'-.! i, ,1 : :: .•>-.,. oy :;'-*v,,jri. (i TA i tor K.i'xp- MenrJot a, the deficits were h:. >s;» i -<•! • ••• ,• - ' -• * e : •/, i >; >iay of t -,. -o:;1 (r = . ;'97| ,. suggesting that the oxyqt^i !• f !• : • •!) . ,-j-. : , .-TO- t'i'-y ,M.> i.-ut i oph Lc, i:- not directly related t o pr! *< it.1 ' i v i' y T, [.;..- ,'1. f)\L'.i.N i Kr' i! ' iTS (»»•' FAST AN!) WEHT TWIN LAKK-; ri"i > > M • M' -i,t ii V-:' 1'WJN . • j-'t.yt t-r ,vr- r.u've/ed by Rogers f a\ i ;"-: I ,' --tt«r tdot. These plants •; i w'if I=>-~ L> -j M!'.{..a i eriijy, high j'i. '-'j,s. The Carlson -• p 'w;f«q sea;i-.;n (May 1 •j| .-.•.•(•(.; depth (SD) , • ,i 1 uhosphorus (TP) , . ••, i .); e-dj version TS I '•' '; ! tot 1969. Averages >i. ,ir" teported in Table

  • -------
    

    -------
         The TSI  for  East Twin did not vary much trorr one year to lh~- ne*t, and  for
    the years  19(59  to 1975 the same can b<-  .'id .if We-.t I'win, witn the exception of
    1973 determinations.  In 1973 the 1-.I -Ujtermi nat ion trom Seech i depth an-i from
    chlorophyll a observations are sut>-  __..,  '.ally l^w^r tnan other
    1973 TSI determined from  total  ph       us i c. net ,11 f t-•< • :it  .;-'-•, i
    suggests  that  the  phytoplankton  c-f r   'ty  W.JH   im'•"•-!  b/   ivi,.
    than phosphorus,  prooably a very  ht s   addition  <>i  hoi !•!'. i i'. ,
    TSI determined  from each  set of obs*.-- .-.tion.-j \r\ !9/(, w.j   L-w^t
    years.   Although  this decrease  is r,. t  statist ically  :-iqri:. f
    analysis of variance) it does suggest that the app i j ^at i"i.  •• -3
    has had some  impact on  the  degree oi eutfophy.  iriib vj'-w -    '•
    reduction  in  cell volume  and the change  in  a i 3-1 i  '.-.>-> !•-•; I'l.ji;;,,
    

    -------
                                           Shi "['I UN 7
    
                                          DISCUSSION
    
          The  result, s  of. this study have  imp] ic.i' i •>;.  if  lake nuin-> ,t-,  foi  lake
    ei ass i f icat ion  and for general  under stand ing t  t  trie 'Hit roph i '.-at i  ;n protlem in
    s iii-i 1 1 1 akes .
    
          Meptu; tank  systems  have been commonly ; nrM i le>i  in reside-'* ;al  leveiop-
    --f)h;rui  -> ' '   noi  intei  iakes  vi.i qt CM, i iw }«• ' r   -i  !iig>  ^rr.'iO:'  because or
    r,-<-'   .-"jptw-   oapacits   ot   s;il--.    As  ---jfl..!  ;•  '-I'f.-i  .-•••;'.  . y  !HKiir-y  and
    :-t .'-'puc ns- M.  i!9' ',} ,  ol <  sy;ten!S  r-i  t.iose wi*:,1 JIPJ-   •  t-'etoh^l v :*:• ;  tables in
     •• r "'   ' ii iv  ~ .. ; :irr, ! -•  nxpt'C'te-d t     •  >• (.• i1, j-,,  ir.,,;r. K, r'- >  ,«• *v  S''f wat-'T.  Tin":  ex-1'1 inae.1 w.i'i «  :-'V>ITI(-  *•-,, t(>f '";e]  i * r oni th"
    '.'•r<  "^ ! • ; t • ft i ,  • -r ct-  vVcitef  and  tr-i'ri.n.t • •,  • 'u  jr i.a^'   ,-  ,c     "i >, • ; ; s tr.f
                          ai'i.nq in ban  ari-as  pi  ')'
          'T'l.--  'iiversioii  .->{  the  septic  tanK  sy;>te'i,  a.ion'j  end   >< '   -e'v-lt  jn  a
    reduction of  phosphf ri us income to  the Vol. 1 enwo idei  (I97t)  "af- •.>;>! able"  level.
    ['his  war oorif timed  h^  levels of algal  standing • r  >(• '  we y^a; -  ,-'-t-i  diversion
    j;.J  by a TjophiO  Stat«  index  (Catl-,on,  19"7},
         -. !   ••  ,  r •  -1' f i  •,   ir.d congest.i< t;.   How",>.,-< r ,  cf.--i-in  ,.-md s'.reet  wastes  as w-j |  ,j:,
     ,v,   :   ,. •  •  ;•; ,    .'  :\-   '   the   lak-->  tnd  n^t    i.   • ; •
    
     '- ; ;.t  w r  JaK-  .  t1;,!'  c(o not  provide the  •; jn.p!   •    •    .    ?      C   ,'-,',•-
        L-;ioiifd  ri/ >-:t her  *-he  developers or  the i >..,<-- • ,-n -c ,,
    
          ')':• 1 !•<(  ' ai '-•;• whi'-1,  t^ceive  point  v.ou' ces  ,-f •-, c r i. '•>  ,  : : •     S-.ikef-  ' "i/•;'
    i'^come  culturally eutrophic  from diffuse  sour>^s,   be yel^pnie. f  continues  or,
    ! h^ wa1-' r  -'.er]f  IP mar a «d,  a marsh filled,   or  wher -  son:'  -t ne-   >peration  i .-
    ••pouifed  which  has  a   large  impact  on  the   lik -•.    ''•'<"^   i^u-.!   development
                                              73
    

    -------
    practice is to leave the cleared land without cover  for  a year  or more during
    home construction, thus adding tons of soil  to  the lake.  As a result of years
    of these practices,  the  littoral  zone has expanded from erosion, creating  a
    favorable environment for the major nuisance, macrophytes.
    
         It is  not  likely  that this very  common type  of eutrophicatiori problem
    will be solved by reducing the income of nutrients alone  through septic  tank
    diversion.   A rigorous  land  use  policy and storm water diversion might  slow
    the further  deterioration of the  lakes,  but  these  steps are expensive  and
    politically unpopular,  and in some cases impossible if the land owner has the
    deeded  right  to  develop  the land,  regardless of its  suitability  for  such
    development.  Even if phosphorus income can be greatly  reduced, this may not
    alter the macrophyte problem and tnese plants and their associated  biota may
    continue to add phosphorus to  the  epilimnion at rates  sufficient to support
    algae growth, even after further nutrient diversion,.
    
         The prognosis  for  the  Twin La
    -------
    that  which might, have neen
    satisfactor ily control led,
    spring Concent t..;h :.^>. -  - "in a >
    
           >r;e  r   • h-      '  .  n:. ••
    results of rhi •  ••••-•' • •   ;At-i<
    internal pho^r-h'ji  •,  S  ;-ii
     • f qt oundwa I "t  ';•;'•;,  ;
    :  i ^Sf-3 thr •••• i -i'.t t    • 'i'~  ; , t- •
    phosph'. -. u.     .   •
      rej-ased  from  hypolimnetic  muds,  appears to  be
     'I'hir.  may  lead to  smaller  summer  algal  blooms  if
      •"'   i  ->i;  '  .t  'in t h' •   ••'•>.  ;       no  upoii  f h*"1
    .!,  •«•, i i  .  • '.->  ii?'M)i:ify .31: (  'j'sant >  f_-  ' .V? sources !>f
     ' '. r'iii tin  lit)-.vt.al,  and to  a,',1'^-';-.. i ii'-  .signif ica^-ci.'
     M .'i. >t'K;  int.'  t |K> water  •'-?  ' h<>  lit*   '3!  xtjne  as it
      ''• .•;••••); ;rfMit ,   The  next a him  application should be
    :ii  a tea  >f -i  small   lake  i or.  which hherf is a  good
          The pr.-f.r- ',' < --•-..
    algal proble'tis,  ,-^,'J  i
    the most si qni t > canr-
    tion  due to aesr ,h-jM <- ,
    significance  i ,-.*'•
    In many of  '.'.- •••
    eastern jId" <
    problem.  Th i'
    li*-tor al T-V. -
    -ic; f icien;.  •  ."
    signifiean'  -i
                   rorh '<-at; .in  h^s h,»an  i•, ' octed  toward
                   'trcctly  idcMittf'ii !  this  nuisance  as
                   :  -ularly thont  whi-h deserve protec-
                   MII^I <• i a I roar-.'jMs,  How-i-'-'i ,  of  equal
                   •  - '  .'  r •.' s"!  .. • ; T' .=-  1 ..'•:••  it vfj'  'i !'*-•>  •!-;'% they nia
                                                        • ;'-  ^ i    1 1 q ' 1  r
                                                 imports:.'.
                                                 r^.Tuct i v^
                                 t t at ion   -  -liqai  biomass
                                 i(.!|t« havp>  observed  that
                                 ; - j... ,  i    • ,. tt-,1.    -[-hi -
    pr ed i ,r."c  •
    phor'js  :•;-- .  •
    both  ; i' ;  . ,
    alqal  Slo.\:, ;   st
    income  through d
    of  the  internal
                      •  : i •  i .-.' i '.  .'. .r i' ,   i'  '   , •• i" i i  . i   >t"
                     not  only a  reduction  in  natrient
                     '-; ,  biit  land inanaqerfien'; and control
    

    -------
                                     REFERENCES
    
    1.   Algal  Assay Procedure  Bottle  Test.    1971.    National Eutrophication
         Research Program.  Environmental Protection Agency.
    
    2.   American Public  Health  Association.   1965.   Standard  Methods for  the
         Examination of Water  and Wastewater.   12th Edition.   APHA,,  Inc.,  New
         York.
    
    3.   Anonymous.   1970.  Aluminum Sulfate.  Allied Chemical Corp., Industrial
         Chemicals Division,  Morristown, N.J. Technical Bulletin.
    
    4.   Brown, R.C. 1885.  History  of Portage County.   Warner, Beers, and Co.,
         Chicago.
    
    5.   Buller, R.   1974.   The chemical geohydroloqy of Twin Lakes,  Ohio.  M.S.
         Thesis,, Kent State University.
    
    6.   Carlson, R.E.    1977.    A  trophic  state  index   for  lakes.   Limnol.
         Oceanogr.  22:  361-369.
    
    7.   Chiaudani,   G.  and  M.   Vighi,    1974.    The N:P  ratio and  tests with
         Selenastrum to predict eutrophication in lakes,  Wat. Res.  8:1063-1069.
    
    8.   Cooke,  G.D.    1973.    Discussion.   _IN:   Modeling  _the Eutrophication
         Process.   E.J. Middlebrooks,  D.H.  Falkenb-jrg,  and T.E. Maloney  (Eds.).
         Utah Water  Research Laboratory,  pp. 211.
    
    9.   	, T.  N.  Bhargava,  M.R. McComas, M.C. Wilson,  and R.T.  Heath.   1973.
         Some aspects of  phosphorus  dynamics of  the  Twin  Lakes Watershed.   In;
         Modeling   the   Eutrohpicatior.   Process.     E.J.    Middlebrooks,   D.H.
         Falkenborg, and  T.E.  Maloney   (Eds.).   Utah Water Research  Laboratory.
         pp. 57-72.
    
    10.	,, and M.R.  McComas.  1974.  Geological, hydrolog ical,  and limnol-
         ogical description of the Twin Lakes Watershed.   North American Project
         Report..  USEPA, Corvallis, Oregon.
    
    11.	,, D.R. Waller,  R.  McComas,  and R.T. Heath.  1975,   Limno Log ical  and
         ge-ochernical cnaracter istics  of  the Twin  Lanes  Watershed,  O'lio, USA,
         1972-1974.   North American Project Report.  USEPA, Corvallis,  Oregon.
                                        76
    

    -------
     12.   ______ ,  M,R.   McComas,  n.W.   Wall0!,   an-i   t?,n,   KPI, ,,=-,n
           occin r .--T.CP  of  : n*-e>r na 1   phosph'ir  i"   !  • ••H'io   ;-   * •     •'•
           gla<"i,i!  1-IK'-'-  HI  ?i--t'"f  •  '^s ,  M'i.  .     •  ;,  i.
    
     J 3.   Di 1 Lori,  f\  :    ,,  .   |.  ,.    :<,  3;,,-       M ' , ,
           ^ p ] ,q t" ? ' jp, J' I • '  "   •    ' ,  *-•     I   v;,j - I      ). -  ,    • -       i
    
     14.           ,  It ' '"  (••"!,'! -I"-; ' ,1 f i ir   ; :• !--->, r..w i^f-.        !• '  •
           1 778.
     17.   F(Jnvr,'i< •-..
           t.o>-  --) t r < t    > '
    
     18,   V\ f" !•"••*    rt'
           in  ,v i'- • - ; •• >
           r j \ '}'•':,-  ' ' -
    
     19 .   Fe r > i -- .  : ,
           of  tq;! if^:   *
           am : ,•-
           1,7
    2 I .    Kt rnk •,  '  . -    in l  ••   ,   in- ' •
           phosphor is  eompou'i'ls  i r',  la
    
    22.    Heath,  R, rr    an'-"   •:,!'.   ''O,
           phosphat -i  -*'  )'  "»  .-:f-jfipi
    
    25.    He i ;•.t   ,.,:,. l
    

    -------
    26.  Kennedy,.  R.H.    1978.   Nutrient  inactivation with  aluminum sulfate  as a
                                          ••  •••  	   ..  Kent State University.
    
                                                         * H:?.S method of estimating
                                                         ---.  Hf<--,   11:182-183.
    
                                                         i - -.' !-•>":•  of marine  algae.
                                                        •its os  of  carp as  a  major
                                                           Vf>:h.  tnt. Ver.  Limnol.
                                                            .vional  distrlbjtion  of
                                                             , Pot t oqe County,  Ohio.
                                                        -'V*.   Heinu.'di of  phosphates
                                                      , . I- I - •' /
                                                            uiKlwft • f-r entering  Lake
                                                            , ,r i ;> na>"->t a ,
    
                                                            y  from three  different
                                                            s,   M.S. Thesis.   Kent
                                             A '/unt i rat. ive comparison of pigment
                                               : ;;ier   f 3 11 n r s.    Ti;rno],   Oceangr
                                                              [>>;-)' topi anKton  concen-
         McHoy,  C.P.,  R.'.'. Barsaar.e,  and M.NeDert.   1.972.   Phosphorus  cycling in
         an eelgrass (ZO£tera mar i_n_a L. } ecosystem.   Limnol. Oceanogr .   17:58-67.
    
         >.   '(  .        '     ',(<"!•,,  , i  i  ; .  •,;"•», if.   1^74.  A]q-:il  pi oduciiivity in
                                                  ;s-,:a- - ,   w'at.Kes.  8:667-679.
    
         -•',   i >      i ,    '•                            f   ' • ;"'Jippnf s and water in
                                              i.1    : ' >'..i') !•->  requlatory mechanisms.
                                                                                Acta
                                                        ,, •  >'"•   from storm  rainfall.
                                                                    Chdp,   10,  1971
    

    -------
    of  * tu-  ri r t .    ,] ,  Wat"
    

    -------
    55.  Stauf f er ,  R.E., and G.F.  Lee.   1973.   The role  of  thermocLine migration
         in  regulating algal  blooms.   Cn:  Mcdeli_py_ tbc Eu< rophieot !•;!• F '••<-<.<*.•-
         E.J. Middlebrooks, D.H.  Falkenborq, and  T.FI.  Maion^v  'I-T;..  ! ,  i, w, ,-,---.,
         Research  Laboratory,  pp.  73-82.
    
    56.  Stewart,  K.S.  1976.  Oxygen deficit;-,,  (I a;'.,  .n ' -  - 1    ,    -
         Madison  lakes.  Int. Rev.  ger, .  Hydrot •  -  ,     • •• :    !,
    
    57.  Strickland,  J.D..H.  and  T.P.  Parsons.    I^b8.   A Manned  o_f  riej  Wat-M
         Analysis.  Bull.  No.  125  (3rd. Edit.}.   Fisheries Research Board, (Vin^n.-.
         Ottawa.
    
    58.  Stumm,  W.   1964.   Discussion.    P.  „.;*--'.'.'••.
         Pollution Research Proc.   1st  Int.  Conf.  W !*>•;,
         Ltd., London,  Vol. 2.
    
    59.  Szczepar- WSK i , ?.-    ;9<'6   A.-pt/cts  - :  i    -. iv\, :  ; ] .• -w  P-,  i-.^ •  •'•!
         merits,  Kast  Twin  I,ak--»  t'orLage  County,  orn.-.   M.S. Theses, Ke-it State
         U.i J ver si ty .
    60.  U.S.  Enviro^'T.e.. :al Protection  Ag-u- y     !'»7l.    Methods  for  Chemical
         Analysis  of Wdtf-r v-, 1 Wastes.   Nat-'l   D:I/. !•.>•--, ;,'t/.,  Cincinnati.
    
    61.  Vollenweider,  P.A.  I46H.   •"  -»juific' : ;inu.i,••,*-•,i i; :  >.T  T h.? eut r< >phi ';at ion
         of lakes  and flowing watf-r;-. .•<  -' par' i'-'j' M  r f-fpr <--j,re. to ohospiir^UK arvi
         nitrogen   as   factors  \>.i        •.     !  •.  • ,      .'>'•'' '   Vcnnica1  !<«-•(.'u *
         DAS/CSI/68.27.
    
    62.  	,   1976.   Advances  in defining
         phorus  in lake eutropnication.   Mom.
    
    63.        ,  and  P.,I.  Dillon.
         __
         loading  concept  to eutrophicat ion  te.- --it  • .    N--     '• •
         Burlington,  Ontario.
    
    64.  Waller,  D.W.,   G.D.  Cooke,  M.R.  McComas,   and  R.T.  Heath.     1976.
         Limnological and  geochemical characteristics  of the  -Twin  Lakes Water-
         shed,  Ohio.   U.S.A. 1972-1976.   North  American  Project  Report.  liSKPf ,
         Corvallis, Oregon.
    
    65.  Wilbur,  D.L.   1974.   The  effect  of  aluminum sulfate  application  f >r
         eutrophic  lake  restoration  on   benthic  nacroinvort^hrates   i;v(   • i ••
         Northern  Fathead  Minnow (Pirnepriaies  urome^las  Ha!.1    f»-.:T.  The:;; ,  '••:• : i
         State  University.
    
    66.  Winslow, J.D.  and G.W, White.   I06b.   Oe '
         of Portage Co., Ohio.   USGS Prof.   Pap. 511.
                                          80
    

    -------
                                       APPENDIX
    
     INTRODUCTION
    
         A general outline of our approach to aluminum sulfate dose determination,
     experiments  to test its effectiveness, and application procedures was given in
     the  Materials and  Methods  section.    Here the  step-by-step  approach taken
     during  this  investigation is described  in  detail.   Experiments were confined
     a*  fir-t  to  the laboratory,  then to _in sjtu enclosures  to  test  toxicity and
     •-. »t»-<-t i/en<">ss,  and  finally  to  a  pilot  lake treatment  (Dollar  Lake).   It was
     i < ' i'-vi  T n-it  if,  at  any   step,  there w>< -  ev;  i-'-M- •• of  t-l,t>  ;-•<•,•-. j h \ 1 j ty o>"
     iaflui \ i •  -;  side effects  then no  fu! l-scM-!f  lak'1  ;; -'a* ;'!en*.  WM'J occur.   The
     successful  treatment  of the  eutrophic  Dollar  Lake  (1974) was  the  final step
     before  treatment of  West  Twin  in  1975.   A  further  description of these
     experiments,  including  a complete desor ipt ion ,if  )i< ')-!ia; '.ru- treatment, is
     given  i;.  Wilbur  il^'M'  and  Kennedy  <197!';.
    
         T'u  A.ppe,. j i x is organized to give  the  i-e^-;- r  a .summary  ot  the  experi-
     ments    T: •'  procedure  foi  the  detei minat ion of  West  Twin's  dose is given in
     ;•-' '•     I-ina ;!'/,  a  section  is  presented on  the equipment  arui  application
     d^si.^n,  the  application procedure for the West Twin  treatment, and a  summary
     of  costs.   Non-metric  units  are  used  in portions  of  the  Appendix since
     aluminum  sulfate  is supplied as  gallons or pounds  ind  temper nt-ur e and other
     correct sons  are based on these units.
    
     DOSE DETERMINATION  EXPERIMENT
    
         LdKe  waters  collected  at  varying  depths  (and  thus witn •  •.r", i-,q total
     alkalinity)  in  West  'IVin  Lake and  Dollar  Lake  were -re-ii.ed -»ith aluminun
     sulfate  at dosages  ranging  from 0-50  mg  Al/1  to  confirm  the  relationship
     between  the  amount  of aluminum added and initial alkalinity.   One  liter jars
     containJna  500  ml  of  lake  water  were  stirred   at  40  RPM  f~>r  two  minutes
     following the addition  of a liquid concentrate of aluminum  sulfate.  Changes
     in  pH  wet^ measured  during  the  first  two minutes.   Supernatants  were sub-
     •ampl^d  following  a  12 to 24  hour  settling  ppi i od   and  m<--> i iur ^ment.s  of
     alkalinity arid dissolved aluminum taken.
    
         Results  obr.ained  frc-.T "Lc  *r "fitment  of  We'-^  Twin  Lake  •' rac't^r  ^at'-r
     (initial  total alkalinity - 137,3 rru ;--"Oj-'l)   ate   typical   'Figure   A-li .
     Doses of 1 fo 26 mg Al/1 produced  a larue. set 11 f^l- \ <-> floe, while doses ah-ove 26.
    mq Al/1 resulted in a white  turbid inaction mixture which did not  settle affer
     18  hours.    No  measurable   floe  was produced  at  dosages below  1 ;ng Al, i.
    Alkalinity dropped  rapidly  between 0.5 and 26 mg Al/1  (117.3  t •  o. 0 my -"aCOa
     /I.) and war, completely removed above a dose of  30  mg A!<1.  pF wris reduced from
    "•.2 to S.li at 26 mg  A] . 1 and to 4.9 at 3D mg Al/1.
                                         81
    

    -------
    o
    w
    Total Alkalinity  (mgCaCOj/L)
    
             80      o      o
             08      O      «
    O
    i
    4J
                        82
    

    -------
          Residual  dissol/>>.i  dl'inirni'r,  high   in  the  dose  range  1  to  7 mg Al/1,
    remained  low  (.02 my  r>'. '!.)  ir  the  !(>.•>• tange 9 to  23 mg Al/1.  Doses above  24
    mg  Al/1 resulted  it) ol^-vare'; rA~j;iuai  dissolved aluminum concentrations.  The
    maximum dose  for  thi ^ '* J ka 1 i H it> Wc\ •=  calculated to be 24.2  mg Al/1  since  this.
    dosage represents the .''.ixi^'in  amount  -jf al'jminum which can he added (under the'
    conditions of this  *«,~t,   i.->.,  /  -pi"ut-°  mixing)   before  residual  dissolved
    aluminum  concentration  ex<-°'-dci, 0,0; FV.I Al.-1,  a lev<='1  i epor ted t<> be toleratec
    by  trout  (Ever bar t   n.d  ' i ->-•, if.  ' ^ " .,  ,
    
          Maxim, ifti  dos-jc;* ^   ~i I.-:,: um-   i    -   IIK*-  m.anner   for   the  full range  of
    alkalinities  ! A.r.d   :   ; ; e^f-   i V     .•      ••:•}  *o   d«t >-r "•: ne  th*'  relationship'
    between alkalinity ar'i a lunur.up: do-»>  .i-nnq linear   £ egr f"r; i on techniques.  Th«
    relationship  is  expr-"
    Where:
    The  slope of  this  !ir-  war  -  that  bar.-d  on  stoirh sometr y  and wac.
    found not to be  si-^r,: *• !'"c-i!it ! /  •:. ! f *>r »rit  ('f-  .OS).    The  I iw  int-'-r cept  value,
    as yet jnexplained, " ;:j^'-t ; M;^ -..  •^",s;t ,   f'.r  t).-- £ or (ring such *ests  prior  t',
    any  lake  treatment  fc   L .-• , '   i  ••»,-  - ••  • !•.-!. -jir.,.- ! ve.'  -il iminum  values  and  to
    avoid unne^ess-M i./    •«•  pH    :'     ••; >•  •"••i pr-1'--  i'i'i--  *'  -i>-  f-, j lowed  in * ho
    calculat s •>'  )'  -f . X -r     '•  •   •          - -       -;-.-           i- -.,-••'  f f;,  ;i. , ~ . -,,,  ,
    doses •• -:  '- 'if';!  -   t      /      •    .  •  :       i .;-'-•   > •   -,,..<;
    water.  co [.»•';    ' r •-    .         ••               •        r :-,'-- -
    in   *-;.»    ia>- -'.     , ' -         .   - .   i -••    -t   ~ -if,  ' •(••  ,  i  "'•'"<
    alkalinity   •-•>.:..    ,  :     -    .   >• •    ' '• -  •""••; 11 i;i• i  ' • af- •   -*'•,
    jsel t-, d-' -• ,i  r-  • .      ,     •   •     ,   "    • ,; ' •
          Pnospn jr. a-   • ••!'         ' '    '       -,.i    v i i ,'i' •- i   'i',.   t i •:ici1' i. .:   iaK'j  wa* ''jr
    spiked 'A i t  ,  :•.',< H -.-'     i   ,    :       ,  . i    .-,. -ri'-  'Ton-..:  ' ; . ITT,   ;     . a
    P/l  to i  15 •: ,.-;  J         "   i  :      -     . i4 !',.)  Ai  i,  ;!,<^ wax t TI in   iu-'p  :->r  v.,d f
    wi f h an  a L '-. <  i i • ; • ,     •'.',',   ' t   -  • :      v •' 1 1> v ; ng   '-.^t t 1 ing -  f i '.3 '   t, i- ,-•
    phosphorus  con.'entra; '< n^ r^il,i^•.i i; tin i "> t.->  ^2 ;:•;  ij ' )  jndLoa* < rui  tliat  j^if ;
    cient removal  ?''ull  l  - a<^h (- ", r-.i
    commonly exp"i" ienc'-' ;   '  " (,«•  •<   ','JK,-
                     ,-.!•-)•,•  . .T .. , -  •    .,;   - .,, ,   ^ i . i
          A  s-c; r d   --:. •    •   •        -•-  , ,',-' :  ' -   v-'
    retention  •" ipo'  : - .'  !   • ••   .           / 'i  .,••!-  f; c  v -i  -a;  •  ;• ;  ;„-: p^r ) .11  ( .
    retarding  •.'-i>'  ';/•> r  •     ••   • •.         i     •  ; •;  ,f.'r.,  .   , •   * •    . , •  wcf*-.(-r  ,nt. .•
    face.    FOu"   -1  i' :; '      i   •   ... ,     ,:,.     -'   ]   <             ,-•  - .  • ', <•>  T t 11,'J.---
    The  barrel-   •;   •••.,.    .  .,  ^    ,       ,•<>•',  :  ..)         -•..•      •  :, ...K..>-!  w > • .
    glass  wool to  pt <-••,••-•    • ••<      ,    j  • ...   :, ->...,,.     M.-.  .>      ,•     r»(/Pi /f>,j
    known  quantity  ,r  \-.\--  '  > •»*  • • '•  •   *',,';<•   r oni 9.-iri',!  ;;
    to 8.959 mg.   Tt.*-  ^ •-  - .  '-.^ r- •  "nt-iiu- <  „,!-  
    -------
                                                n3
    
                                                i_i
                                                Q)
         \
                                              (U
                                               D
                                               -U
                                               
    -------
     col urn a  was  capped  and  fitted  with  un • v and   <,itf!ow port,- ,it,d  rioted
     rate of  8.31 ml/h with  a phosphorus  so1.   ,'i\  conraininq  10  mq .•''!.   l'h»  }.•
     the  three experimental  columns was ma •  < >• >f-d at pH  f>,  '   hi ricK>-t
     pH values which  miqht  h^  found at  *-•       wi
     collected at  100 ml  j'.-^-rvals  f->r  fn.o,.
     phosphorus lost  to t h"  columnr wa° '-a I     • "d
          The  max Lmurr  phosphorus  reinovil    -tj.
    conditions of  t h>a t^st,  was  r pat h"d  it  A!
    and •) . 3 1 ] ,  r ^Sfi^ . H ^"  ,    ',:•;•  ^^   n- ;  <, ;
    from the  v;i • Unnri'r ,
    
          This   r-xp0!, IiTCTSt   ptOV'id^'d  f .Jt f!if-r   PV
    dosage  should   h'-  t-.,i ,i- i   :p-.n  w,it--r  ^ J  < ;i ,
    content   -s   • ne  L^kr.,   1'';^,  -,; j,-  t   t  • .
    release  frr>ri  !  <>•, "  ">•••' i i,f :t^.   '((>     •  •<
    requires  the larqe::t  ainoutit  if  ,-t i i,in i p'lni  •;
    upper limit haFsed  ->n KUA,   The  effect  i „•<-• .-
    of  the sediment r, .   Dn*-  ,- . <; [. tc IT (<-,--;  ,..^t;  i -
    tial water  pH catinot  :»< .51 ;  •:• ,1   ,: ;<  .'• . <
    than in  <-h»- .jpt- -  : ' •    it  ,*  • -:
    
    IN  srru cif.i ';MN  f-x' '•;>  MI :-.
    int • . t   t iiu > i
    

    -------
         •  nreri  uurjrig  the  first
    ';>!Mt:J  •'f. osr 68- ig  P/]  to 7 JJ g
    M.--:n-,i:ir   reaction  in   total
     i '  '..juto at*'FT treatment, at
           •'-   <   ;• 5   j g  P/ J.   and 4 3
           ..  --I;'1 'it'.ons a: 5 and 7
          wi   -j  ,~,Hia 1  reduction in
           0!  "oi.ti r,uf>d .^ediraenta-
                  lo^,i! (- •  t-.y  SCUBA
                   :j  • -in   i i •«.-  la/er
                  ;   •,. ••• in'\  fiad no
                   1 (-,:  t f t W^f-n 7  M
             v  ' '.not  it i.i' appiica™
          >•  -    •••n:ii''>nt  ohosphorus
          ;  •  r,,,.'-' >nc'F-nt: at ion at
                '.la/  ».-  to 340  yg
         •.•••••  i ! '•', us !•• oC'-'-ntration
              '• ...   •< t •  J.'j u.j  P/l
              ;    -•  ..M ! -'  .'jut c:e ot
    
                    1 -  i   - }  r ,3 . *-•  in
                     i i,  i   r; >--  ex--
    
                        1' • ^ct i ve  111
                        i..  ' ' < I ' • >w i n q
                         ; i; : f'~!>ve t -
                        i r: ,11 •  ' ev€-I,- /
                         ;  . •:; j ;.>H ' s.
                          '  I.'H  Al/i  ,
                           A <--: -1 Tw i n
    

    -------
                                     p. i!  t ,.i   i ' .j    ,...,..'   ,1     ;    -•,    -,  •<  "    f •  ,,:  : • .'.   in   ,i--i\f\' I -.
    ma int a irif-i if  f.H  4 . (-> w  . t n <'. -,.;.  o  ,  -,   ',',.',,  ., , . u , IM >  •!.'  i   •;>-) A ',  ,   i T it • i <=  A- i  • ,   a P.'
     UJUP. i' H>C!  ! i  he  :--|T'-':  ti.  (>'•'•: •'r •- i    Tifjn:?   . l-'J^.
                        i:   iii   '\ i   !,  T 4-i-;pf,(  - i'. o j-j  i ,    \]\'i'i   i  •-•:'••    t.)  v/,itf-rr% ma i nt a i rieri  at
                                                            <{   it'')'     'i.iw:   !  •   p'i  4 , ()  ,T!i-!  ;f!'et\/inq  I \<
                                                    •-,-:    i    •>     "'j,' • -)   )!».   M.iSK-i •<   f hf  ;  ^rj_>OM-«-
                                                     f    , .  -    ii,    'i . t  -ii <•- ,   wl ., t,  !.,   ,),-   dPt  in i !- i- -"
                                                    n. "i  '•  i'  • 'f   '  f-'j'Mi   'i    ii   L'">c?-"  than  ,).(1S  IIHJ
    

    -------
    this case, two sampling dates.  If the two have no species in common, both CC
    and PS will equal zero.  The maximum value of CC (i.e., 100)  occurs when both
    samples have identical species lists, and the maximum value of PS (i.e., 100;
    occurs if both samples have the same species in the same proportions (Vielou,
    1975).  Results  of these analyses  suggest  that the application  of  aluminum
    sulfate,  or  its  accompanying  side-effects  (high sulfate  concent r-->, -.Lou;,  and
    low pH) ,  does not  seriously effect macrobenthLc  organisms or  maciobentnic
    community  structure,,    With  the  exception  of  the  but fered-alum  treatment
    enclosures,  all  enclosures  experienced  a  similar  decrease  in  nurnb^i~  o;
    organisms during the interval day one to day fourteen (Tablo  A-2;.  All  ^f t h=,j
    enclosures  showed  little  change  in  total  number  of  specie!:; (Table  A-2)
    Comparisons  of  diversity   (similarity)  indices  indicated  a  hj ;:4
    
               Table A-3.  DIVERSITY INDEX VALUES COMPARING
                          SAMPLING DATES OF EACH GROUP
    
    Group
    A
    B
    C
    D
    
    
    CC
    55
    63
    68
    53
    
    
    PS;-
    69
    c.6
    74
    / *
    
               From Wilbur 1974
    

    -------
    IX'LLAR  LAKE TREATMENT
         The  results of these experiments with effectiveness and toxicity led to a
    pilot  lake  treatment.
    1. S M) eut
    July  1974
    pr incMpal
    treatment.
    >?f feet i Mt-.
                Dollar  lake,  a  small (2.2 ha),  dimictic, shallow  (Z
    Dphic lake north  of East  Twin was given a hypolimnetic treatment  in
       The  complete  results  are described in  Kennedy  (1978).   Two
    )bservations were made which formed the  basis  foi  the  West Twin
     First,  no  toxicity to fish  was  seen.   Secondly, thy alum was very
    in   removing  phosphorus  from the  water  column  and  in  retarding
             from the sediments.
         An  experiment wa.-:  conducted to measure phosphoi us  release l rom  treated
    an>1  intr e/i r eii  ^e-i imetif s.  Plastic wastebank^ts,  fitted with sampling  pot tp to
    wli'i'ti  -. plastic  baq  -ould be  attached,  were inverted  and  placed  in  hypo-
    1 imne1 sc n:-i<}^.  nefore  treatment.   After  treatment  additional  baskets  were
    invf-rt^d ovf>r:  t loc-'Covered sediments  next  to  trie control  basK^ts.   Samples
    w^'f * ikfv  over  a  period of one  week  in 1974 and  1976 and the water  analyzed
    for tot-a) phosphorus.   Treated mud? (Table A-4) released  very  small  amounts of
    phosp'i'"-;is ,  par t i culat 1 y in 1974, further  substantiating  the  conclusions from
    '•ho  in   ,it;i columns  that  alum-treated anoxic  s>-dimfjnts  hav^ '.-jw  phosphor ;'S
     -'Kaf-'^  raten, and  the concljsions that continued ir ternal phospt-'Orus loading
    i'i West  Twu> a't'-r  ^t^itment  must t-ome  in  t^rt fr--.:i -i  source >'M !-f thin ancx1, •.:
    'i ,'u< • 11 rr.ne! :•'  sf-Jimer;'  .,
    
    
                Tdihip A-4,.   TOTAL  PHOSPHORUS CONCENTRATION IN
                            WATERS FROM TREATED AND UNT^KATFD
                            ANAEROBIi' FMiLI.AH LAKF. SKD1MKNTS
    Oep*-' ••*  -Kt i t -Bar r el'
    
        nM  un*~ r eated
    
    
        4M  unrr eated
        4M  tieat ed
    
        JM  in' r '*-ated
                                                ? 11
                                                19 ft
                                                            I 9 7 6
                                                            M 9  p<*
    
                                                             [02]
                                                              224
         i'r ,n,-,i r a' o' •;  t ^  t h*--  treatment of West 'Ivvin Lak--,  a set ie^ ••'  ; ii  -.-;  ! .  «i
    •'•id.ict^d 'r->nu; water  collected at  S,  7,  9  and 11 M.  to  conf •::••• the  relation-
    -• •:  f.etw".1;! ,1 i Ka 1 i ri! t y and  dosag^.   T!edt:n»'iM  wr-- tc.  !•<     -fined  t.~.  r ••>.
    iv. i -1 i nm i "t>  ; !>  M  and below! .
                                          89
    

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         As before, 500 ml  subsamples  of  lake water from a given depth  received
    increasing amounts of aluminum sulfate, were stirred for 2 minutes,  and  then
    allowed to settle for 24 hours.  Each jar in each alkalinity series;  was  then.
    sampled and alkalinity and dissolved aluminum measurements made.
    
         Total alkalinities in mg CaCOj/1  determined  immediately prior  to  alum
    addition were:
    
                                        Total Alkalinity
    
                                          115.33 mg CaC'0,,/1
                                          137.33
    
                                          143.93
    
                                          149.00
    
         With the exception of 7 M water,  which  received  an aluminum dose ranging
    from 0.5 mg Al/1 to 26 mg Al/1 all depths received a range of doses  intended to
    bracket the critical portion  of  the  titration  curve.  Results of these  jar-
    tests are given in Table A-5.  In each case,  dissolved aluminum concentrations
    increased exponentially  as  the  critical  concentration  of 0.05 mg  Al/1  was
    approached csnd exceeded.  Therefore,  dissolved  aluminum concentrations deter-
    mined ait each dose level in  each  alkalinity  series were plotted versus dosage
    and  fitted with  an  exponential curve  in  order  to determine  the maximum
    aluminum dose at each alkalinity:
    
               bx
         y = ae
    
    where:
         y = dissolved ailuminum concentration (mg Al/1)
         x = aluminum dose  (mg Al/1)
    
         Values for b and a determined for each data set were:
                     8.518 x 10 9         0.7875        0.98
    
                     9.40  x 10~U        0.8294        0.99
    
                     7.121 x 10~15        1.1938        0.96
    
                     3.30  x 10~8         0.8401        0.98
                                        90
    

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           Table A-5.  JAR TEST  RESULTS-DISSOLVED  ALUMINUM
                       CONCENTRATION (mq Al/1)
           Dosr-
           f mg  Al-l,
             17
                                                   meters      11 meters
             19
             20
             21
             22
             23
             24
             25
             26
             27
                                      .0008
    • !
    o
    n
    0
    
    . UU4U
    .0317
    .08 SO
    . L540
    ~
    (
    0
    0
    0
    0
    .ouv*
    .0286
    .0505
    .105-
    .2050
         A dissolved
    allowing  the  c?.'
    required at  each
        Depth
          5 M
          7 M
          9 M
         11 M
                            un •••^•(-.->;) *• cat ion of 0.05 mg AJ/1 was  substituted for y
                            •">:   .if   •-,  t Le maxirn:im dose  of  aluminum  (in mg  Al/1)
                                                        Maxim un\_Dp s e
                                                        19.791  (mg Aa
                            . \  ,                        24.221
                           ' 4 j> <                        24,773
                           149.00                        25.167
         The  apparent-  relationship bet ween  aJkalinit/  and  maximum  dosage  was
    determined  by  nub ]",-'• i r-.y  th^sp  H;)t i  t.-> Mn"ar  regression analysis.
         y -  (J
    wher e :
         y =  aLurniru.rr. •!(>,-;
         x =  initial  fr.t.U ilkaiinity (mg CaCO ,  1)
    

    -------
    This  relationship  was  then  used  to  determine  the  maximum dose  for  all
    alkalinities within the range 115.33 to 149.0 mg CaCO^/l.
    
         The next step Wcis to  determine the dosage to be applied to each one meter
    thick strata.   The alkalinity  of each one  meter  depth  from 5M  to 11M  was
    determined in triplicate,  with the mean  alkalinity  of each one meter  interval
    (e.g., _> M to 6  M,  6 M to 7 M, etc.) obtained  by averaging.  Based on :he above
    relationship  and  these  average alkalinities,  the  (volumetric) maximum  dose
    for each depth interval  was calculated.  Based on the formula weight of 594.19
    (assuming Al2(SOlt)J.  14HZ0) these  maximum  doses  were converted to pounds  of
    dry  alum per  cubic  meter of  lake water  by multiplying  by  O.C2428,  the
    conversion factor to  change mg Al/1 to pounds alum/M^  , as  follows:
    
    Depth Interval    Average Alkalinity   Max. Dose      i^-'
       5-6 M          121.35 mg CaCo /I    20.907 mg AL/1
       6-7 M          132.35               22.9j4
    
       7-bottom       142.91               24.880               0,6041
    
          A  dose  expressed  in  terms of pounds  ot  en y alum  per  cubic neter was
    sufficient  to determine the total amount  to  be added to  th^ lake  if dry alum
    was to be used.   However if liquid alum was to r>«-  ,:sed, as  was the case for the
    treatment of  West Twin  Lake, further calculations were necessary  to express
    dose  in  terms of  gallons  per  cubic meter.
    
          The standard strength of commercial alum liquors ranges  from 8.0 to 8.5%
    Al/Oj , which  is equivalent  to  5.16 to 5.57 pounds  dry alam per  gallon (at
    60 F).  Since liquid  alum  is shipped at  temperatures considerably higher than
    60 F, correction  must be  made to  allow  for  the resulting  lower  density.  For
    example, one  gallon of  8.5% Al^O^ liquor will contain  5.57 pounds at 103 F.
    Alum  suppliers  provide results  of Al/Oj assays with each  shipment.   It is
    important to  note that  such assays are reported as percent Al,,;;,.3t ,1 standard
    temperature  of  60°  F.    The supplier  should  also  be  abi«   t-_> estimate the
    temperature  of   the  liquor  at  the  proposed ti ire ot  application by  taking
    transport  and storage  time into  account.   It  is  advisable  that  the liquor
    temperature  be  re-checked prior   to treatment  in case  such  an estimate is
    grossly  in  error.   Knowledge  of  both temperature and  Al^O.i is  required  in
    order to determine dosage in terms of gallons pet  cubic  meter.
    
          The following procedure  was  used to determine dosage in  terms of gallons
    per cubic meter.
    
          1.  Percent  Al •£) i  (at 60  F)  was  converted  to  density,  expressed  as
    degree Baume  (at  60°  F) using Figure A-3.   The liquor purchased for  the West
    Twin  Lake treatment assayed at  8.3%  Al ^ 0 d , or  36.5°  Be (60° F) .,
    
          2.  A  temperature  correction was applied against  this Baume  to account
    for  the  decrease in density using Figure A-4.   The  estimated temperature of
    the liquor  at time oE application was  100-105° F (a  temperatuie of 103° F
                                         92
    

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    CO
    

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       2 4 ^
          I
    2
    —   -
    
    O
    
    o
    LJU
    O
       n ,-\
               TEMPERATURE   CORRECTIONS
    
    
                            , b   >•«•-• ;
                                           Corp. J
                                    .:*'*«tf^iSS!9iS^^
                         100     120    140     160
    
                             ! F
    

    -------
    was used).   The cor t e.'-pondinq cur r e<:r ion  racfot   i f or  3 <>/'  - 36"   Be   liquors)
    

    -------
                                            o
                                           10
                                           CO
                                  o
                                  CO
                                            CM
                                                0
                                               QG
                                                  c
                                                  o
                                                  'D
                                                  0)
                                               Q
                                               LU
                                               I—
                                               CO
                     rtj
                     .Q
                                           10
    q
    cd
    o
    LO
    q
    CO
                      |B6/-sq|
                          96
    

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          Treatment  quadrats were established  by  locating  east-west  transects at
    SO  M intervals  along  the original,  north-south  transact.   Coded  buoy0  ^rifed
    ali  i liter sect i ons of oast-west transects with  either  a  not th-sou* h t'tan.^i-' f o>
    t h---  perimeter  of  the treatment  zone.    Specific quadtat--,,  identifiable  cy  i
    Sou,'  numbf-M   -ode,  oo;)i 1  h.'1  easily  located  by  loca'in'j the appropt L-M<- ?.  ;;
    /-(-.» • ]<.-[  buoy •     T^e  c.< s , net  locat i'>n of  each of  the .'<>rnrr  buoys  was con; I'ir-'-d
    MV  (- r i ap,'.!>] I -i' i"n  ' •'.m-  "-hot"  poiM'-,
    
          Oppf ;   >< i,in J ; i iqr-  wrt-  taken  ar each fuioy.    The ie readings  w^r e  i;->i: '•
    det ei mi ;if  t vit> voojm^  •••) wafer below ;i depth  >f ri M  in  each quadra' ,  Volu^'-f.  -1
    d^[>( h in1'--; >'-i i <"  r" i " t ••-•" r ^pt ed by  1-ike  boM;-)ii w^re calculated by mul t. ipl v i Mr  passef  th<"
     3f;-h i,;'i     -i   '<•  -      •ii't'.-i  i:-dj idti-ill"  '•,   Vilculafing th"  v-lumi1  >'f  ' '•<
        • t-   ,-•   ' ;      '.  ' '  I -    ',' I  !"•- ' ' -f I 0V,  1  -P;.ti.  ,,f '' Tit^prs w'"t f  ''UPlpi.  i ,  •
                                                                i' •- • t  ;' K i •• f < •,, 1 • • •''  i
                                                                • * ' ", \ t ,• , t f:>'  i 1 kj ; i
                                                               i.;h  depth   iii'-rvdl
                                                               \'i  ate  ur,"d  ' 'if <• -->a
                                                                "-I : . -i] ! '' i  >,'•  I >y  qu
                                '   " : - • a f rn ^ -;'   * f  Wf'!  ;  v :; •   -^ K •  w ut  diameter.  -1  f of. t  -It"-^.'
           4r .-.)!-.'  swi ,,-n    • :>  ,1  with a  nu, -;  miurp .•<;.-• -. r ,  of  7,60(1 gal ! >»  wan  .' -ed.
           I ,  •••   --f  <-..,>  i»,,  ' WTS ,110 r P  t', r;  suff  !, \f-i,>  • ,j hold on^ f r K ' !  i  ^  '    *
               -I,'." -.v , - t ,, !    4  IJOO  qa I 1  • •', I       •;-   '    . ', I    it; _,,-.
    

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          Table A-6.  GALLONS OF ALUMINUM SULFATE APPLIED TO
                      WEST TWIN LAKE
    
    Quadrat
    1
    2
    3
    4
    5
    6
    7
    8
    9
    10
    11
    12
    13
    14
    15
    16
    17
    18
    19
    20
    Gallonage
    38
    234
    1436
    3077
    1866
    500
    91
    11
    176
    547
    627
    910
    2347
    2541
    2282
    8a5
    595
    208
    181
    1654
    Quadrat
    21
    22
    23
    24
    25
    26
    27
    28
    29
    30
    31
    32
    33
    34
    35
    36
    37
    38
    39
    
    Gallonage
    2986
    2751
    1105
    791
    927
    848
    996
    554
    60
    61
    380
    1220
    1070
    450
    274
    430
    843
    786
    211
    
    
    (2)   Delivery system - The delivery system consisted of three components:  (1)
    a 12 hp,  2 1/2 inch pump,  (2) a system of pipe leading from the pool-side pump
    out  into  the lake, and  (3)  a  floating platform, which  served as  a  loading
    point for application vehicles.
    
         The  pump was located at  pool  side with the intake  port attached  to  a
    siphon laid  over  the rim of the pool  arid  the output port attached to the
    delivery  pipe.  Although  alum  solutions are caustic there  appeared to  be no
    damage to the impeller,  casing,  or  fittings  after  use.   All of  these  parts
    were brass.
                                          98
    

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         Tne  Piping s y s '. em con s i s ;.
    (1/4'' wall)  PVC rigid  wall pip<-
    10 M apart.   Two an J one half
    pump  to i he  laKe  snore  to av'.
    pipe terminated at d  outtertly
    in the laxe and anchor eJ on 3 1 1
    fof the .Carrie  diame^r), connec'
    load in .)  '~ inks on apf i !•. a c ion >.•'
              The  lor<
     a 20 foot  sectionr  of  2 3/8" I.D.
    Jet  anchored  55  gabion drums spaced
     -_• «d;",  licfii for the segment from  the
     raesented  by uneven  terrain.   The
     j on -V  tt ' by 8'  platform situated
    - .  A ,1e and  lashed with  3  8"
                        iron.  Five  rows
                       ';.) drums)  for the
                         stern.  Two ,:50
                        .^ined by 2  1-4"
                        iliowina  a *.••>! al
    400
              weight  <  's  approximately
               500  gallon.-,  of  alum  at
              i'..-i miscellaneous on-board
             y  provide- >,y five and six
                                                       .  ,-•.- '-,;rt ••><-;  •   ,m PVC  pipe  (^
                                                       i   •;  '  M Del ">w each  barge  by
                                                       t  -•-•  if  »"wo A-* t ames,  the I^qs
                                                       -;•   • •-.-  now -jr. J '.he  stern.  The
                                                       ••  .. .'-   ^qu--;'   ..'i  Length f  the
                                                          ; ,  ..'cippeii --.'.  thf?  erids, 'and
                                                           A  I  I '/  f'v aasol iae pump,
                                                           ' r,  --.  r if-  .,-oupling  at the
                                                         « ;: -'-1  I r orr,  j u s t  D-- 1 ow t he
                                                         .i-  f^-.w f r -»ir each  source,
                                                         •'- i i ;i t a iried  .-- 50/50  during
                                                         •  "M  '.'"',•;• n>i'.' ' ild.   The only
                                                                >:pi  *  itt.ed  with work
                                                                r '-t ' ' •-- controls were
    

    -------
    ALUM APPLICATION PROCEDURES
    
         Treatment began on July 29 and required thiee full days  to complete.   A
    total oE 12,693 gallons was added on day one, 12,555 gallons  on day  two, and
    11,671 gallons on the third day.   Operations started  at  approximately 0700  hr
    and continued till dark (2200 hr)  , giving an. application rate (per barge)  of
    between 0.26 hr/100 gallons and 0.24  hr/100  gallons.  This  rate includes  time
    to load barge tanks and re-position equipment:.,
    
         The platform which received alum ':, cm the shore  and served as  a  "filling
    station"  for  the  barges  was positioned  each day near the  quadrats to  be
    treated,  Each platform location allowed the barges to approach from  opposite
    sides of the platform.  To ne  loaded,  barges were moored,  bow in.   When the
    filling hose was  in place end  th?  line ,-alve opened,   instructions  to begin
    pumping  were  radioed  to  the  punp  operator  at  pool  side.   Pumping was
    terminated when the tanks  were  nearly full ind were allowed to completely  fill
    by gravity flow.  When it  had been confirmed by radio that  the pump  was  off,
    the valve was slowly closed,
    
         Alternately colored floats spaced  seven meters  apart  (the length of the
    manifolds)  on  a 50 meter  line  served  as navigational  aids.   A line strung
    between the north and south buoy at. the  eastern end. of the quadrat ard another
    line, similarly marked  with floats,  was  strung  aJong  the western end.  The
    first float on each line wa.-; 3,5 me tec--; irom the  end, with  the remaining six
    buoys being spaced 7 meters apart.  The barqe moved back and forth  across the
    quadrat by lining-up on lik^-colot f;d  ''"lost 5,  thus insuring even coverage  of
    the area.  Barge speeds were kep!  oelow "t mph.   When  a quadrat was  completed,
    the navigational  lines  and markers  wer:->  moved  by persons  in  smaller boats,
    while the barges returned  for >„ e-M lling of  the  tanks,
    
         Surface water and aluir, nuytr 50/-.0,  «ere pumped down to the manifold  by
    an on-board 1 1/2 hp  gasoline pump.  At  rn? erJ  of  each ran,  the  pumps  were
    allowed to pump water only wml^  returrp'ig  to the platform  to flush out the
    steel pump casing.
    
         Equipment dismantling and reiroval   required approximately one  week.
    
    COST OF WEST TWIN ALUM APPLICATION
    
         The cost  of  the West  Twin  treatment  is itemized  in  Table A-7.  Labor
    costs are  not  given,  but  the  number  of  hours  spent on  construction and
    application  are listed.   The costs  for  equipment  and alum are  likely  to
    increase over the years, but the  labor  hours could be greatly reduced by the
    employment of experienced personnel  or  by  the development of a faster means  of
    application.
                                         100
    

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    Table A-7,  COST  FOR THK ALUMINUM SULFATE TREATMENT
                •,)F  WEST TWIN LAKE
    A ,   1 1 e m i z f •;!  ' "> s t s
        ' .   Equipment  (re-^sable)       $ 4,058
        i. ,   Sup,;,- lies                         646
        j.   Re; ; J!E                          262
        -5,   A 1 ILT j "• un  sulfate              6,803
             TOTA;                        $11,779
              roiii  hours,  construction
              unrj  .-ppl ication               2,000
              Apr ' -  at Ion                      590
                                   101
    

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                                       TECHNICAL REPORT DAI A
                                                               }ti i-LRI-OHV:\G ORGANIZATION REPORT NO
                                                               ! i ."• 1 -r PL OF  RtF'ORT £,ND PF RIOD COVERED
    
                                                                Final - November  1971-June-19J-
                                                                14 SPONSORING AGENCY CODL
    br -
                   ri'jf.s  \/ere  as--,ed:  (1 )  i-Jill septic  tank  diversion reduce  symptoms  of eutro-
                   the  "K-.'i'i  Lake;,  two similar dir.ictic  lakes,  and (2) Will a  maximum hypo-
                    , residual  dissolved aluminum  ' O.Ob  me,/!)  of aluminum sulfate  (alum)
                   'i1 nhospnorus  (P)  release and further improve them?
                   .w^ion,  P  in  lakes and streams declined  and plankton jiomass  declined, bid
                  •  of  son i tori ^q  aftet  diversion,  D  and  tiomass remained  those  of  moderate";,}
                   • ,  a'ld  r'  inc. "n'1-e re; ained above "permissible".  Non-point sources were
    
                   • ro'-v  ,-)r1;! fi-.jfi  lesT'-:, maxi °u;'. dose,  which  is related to alkalinity and
                    i-'.'1  tests",  wa?  ofiective in reta>"dinc  P  release fron  sediments.   A
                   r" -,f  Dollar  Lake  in 19/a Was done  as a  test of the technique.   139.55 M3
                    ' ••: ;  '- '  t°e  hyfjo 1 i Miirr ei HesL  K-1 NO OF PAGES
                                                                              2 PRICE
    

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