EPA-600/3-77-054
     June 1977

              PROPERTY
                DIVISION
                   OF
             METEOROLOGY
                                              '4u«K^
Ecological Research Series

PROPERTY Of
   DIVISION
      OF
METEOROLOGY
>ft%??<: *t ~f i f ,'*( ^ ^{${ * 5 «'S^f '* 1* ^ -< ,;    ^
 .'i 4. -Y."1*-lit, ..^ * * . . •'4, ,  %    . "*  ,
                  :-?*>'

-------
                RESEARCH REPORTING SERIES

Research reports of the Office of Research and Development, U.S. Environmental
Protection Agency, have been grouped into nine series. These nine broad cate-
gories were established to facilitate further development and application of en-
vironmental technology.  Elimination  of traditional grouping was consciously
planned to foster technology transfer and a maximum interface in related fields
The nine series are:

      1   Environmental  Health Effects Research
      2.  Environmental  Protection Technology
      3   Ecological Research
      4.  Environmental  Monitoring
      5.  Socioeconomic Environmental Studies
      6   Scientific and Technical Assessment Reports (STAR)
      7   Interagency  Energy-Environment Research and Development
      8   "Special" Reports
      9.  Miscellaneous Reports

This report has been assigned to the ECOLOGICAL RESEARCH series. This series
describes research on  the effects of pollution on humans, plant and animal spe-
cies, and materials Problems  are assessed for their long- and short-term influ-
ences. Investigations include formation, transport, and pathway studies to deter-
mine the fate of pollutants and their effects  This work provides the  technical basis
for setting standards to minimize undesirable changes in living organisms in the
aquatic, terrestrial, and atmospheric environments.
 This document is available to the public through the National Technical Informa-
 tion Service, Springfield, Virginia 22161.

-------
                                  EPA-600/3-77-054
                                  June 1977
 REGIONAL TRANSPORT AND TRANSFORMATION OF
      SULFUR DIOXIDE TO SULFATES IN
           THE UNITED STATES
                  by
          Aubrey P.  Altshuller
Environmental Sciences Research Laboratory
   Research Triangle Park, N.C. 27711
 ENVIRONMENTAL SCIENCES RESEARCH LABORATORY
    OFFICE OF RESEARCH AND DEVELOPMENT
   U.S. ENVIRONMENTAL PROTECTION AGENCY
    RESEARCH TRIANGLE PARK, N.C. 27711

-------
                                 DISCLAIMER
     This report has been reviewed by the Environmental  Sciences Research
Laboratory, U.  S. Environmental  Protection Agency, and approved for
publication.  Mention of trade names or commercial products does not con-
stitute endorsement or recommendation for use.
                                    11

-------
                                 ABSTRACT

     The trends in and relationships between ambient air sulfur dioxide
and sulfate concentrations at 48 urban and 27 nonurban sites throughout the
United States between 1963 and 1974 have been analyzed.  Large decreases in
sulfur dioxide concentrations at urban sites in the eastern and midwestern
United States have been accompanied by modest decreases in sulfate concen-
trations.  Large variations in sulfur dioxide emissions among air quality
control regions also result in much smaller variations in sulfate concen-
trations.  Large changes in the patterns of sulfur oxide emissions have little
impact on sulfate concentrations in most air quality regions.  Comparisons of
air quality regions with similar sulfur dioxide emission levels and patterns
of emissions in the eastern and western United States and of sulfur dioxide,
sulfate, and vanadium relationships between urban-suburban and urban nonurban
sites lead to the same conclusion.   Long-distance sulfur oxide transport with
chemical conversion of sulfur dioxide to sulfates over  ranges of hundreds of
kilometers or more provides a consistent explanation for all of the observed
results.  This conclusion has been  suggested earlier, and the present analysis
strongly supports previous discussions.

     Reduction of sulfate concentration levels will require strenuous efforts
to control sulfur oxides not only locally but throughout large geographical
regions.  Also, large new additions to utility capacity in western areas may
lead to significant increases in western sulfate concentration levels.   The
types of research activities required to quantitate crucial experimental
parameters are discussed.

-------
                                 CONTENTS
Abstract	i i i

Tables	vi

   1.  Introduction	1

           Background	1
           Procedures	2
           Characteristics of sulfate particles	3

   2.  Relationships for Sulfur Dioxide and Sulfate at
         Urban Si tes	6

           Trends in sulfate concentrations	6
           Sulfur dioxide emissions and sulfate concentrations	8
           Effect of isolated compared to nonisolated regional
             conditions on sulfates	9
           Effects of shifts in sulfur dioxide emissio.
             patterns on sulfate concentrations	11
   3.  Relationships for Sulfur Dioxide and Sulfate at
         Nonurban Sites	14


   4.  Relationships Between Urban and Nonurban Sites	17
           Relationships between urban and suburban sites on
             the east coast	17
           Relationships between urban and nonurban sites on
             the east coast	18

   5.  General Discussion	23

References	28

-------
                                 TABLES
Number                                                             Page

  1     Three-Year Running Averages  (ug/m )  for Sulfur Dioxide
         Sulfate, and Vanadium at East Coast Sites	32
                                        2
  2     Three-Year Running Averages  (ug/m )  for Sulfur Dioxide
         and Sulfates at Midwestern Sites East of Mississippi	35
                                        2
  3     Three-Year Running Averages  (ug/m )  for Sulfur Dioxide
         and Sul fates at Southeast  Si tes	38
                                        2
  4     Three-Year Running Averages  (ug/m )  for Sulfur Dioxide and
         Sulfates, at Midwestern Sites West of the Mississippi	40
                                        2
  5     Three-Year Running Averages  (ug/m )  for Sulfur Dioxide
         and Sulfates at Western Sites	41

  6     Three-Year Running Averages  (ug/m )  for Sulfur Dioxide
         and Sulfates at West Coast Sites	43

  7     Three-Year Running Averages  (ug/m )  Sulfur Dioxide,
         Sulfates, and Vanadium at Nonurban Sites	44
                                        2
  8     Three-Year Running Averages  (ug/m )  for Sulfur Dioxide,
         Sulfates, and Vanadium at Sites in Philadelphia-Camden
         and Surrounding Suburban Sites	49
                                   VI

-------
                                 SECTION 1
                               INTRODUCTION
BACKGROUND
      Previous discussions have been published on the distribution of concen-

                                                                            1
                                                            1  2
trations of sulfur dioxide and sulfate in the United States. '   A relation-
ship between annual sulfur dioxide and sulfate concentrations was suggested.
It was pointed out that elevated sulfate concentrations appear to be widely
distributed throughout entire regions in the eastern and midwestern United
       1 2
States. '   These uniformly high sulfate levels were attributed to long-range
transport, with transformation of sulfur dioxide to sulfate well downwind of
            1 2
urban areas. '   An anthropogenic background was suggested as present through-
                                                                            1 2
out the eastern United States and a portion of tt,^ mic'vestern United States.

      This position has received acceptance in the recent National Academy of
Sciences report on the sulfur oxide and nitrogen oxide pollution from
                   3
combustion sources.   However, some aspects of the contribution of transport
and transformation to urban and nonurban concentrations are still being
debated. '   The need for continuing analysis of the available measurements
of sulfate and sulfur dioxide is "''ear.  Decisions on fuel usage patterns and
placement of fossil-fuel  power plai.ts may be influenced by improved under-
standing of the processes of sulfate formation, transport, and removal.

      Additional sulfate  and sulfur dioxide measurements now are available
                              1 2
beyond data bases used earler. '   Sulfate measurements are available at
many sites into the 1970's.  Detailed sulfur dioxide emission inventories
and fuel usage patterns are available for recent years.     It is essential
to utilize this additional data base in determining evidence bearing on the
regional distribution patterns for sulfates.

-------
PROCEDURES

     Sulfur dioxide and sulfate concentrations were obtained by the National
Air surveillance Networks from the early 1960's into the 1970's using a  24-hour
average sampling period once every 2 weeks during each year.   Results were
utilized for sites having as a minimum several years of concurrent measure-
ments for sulfur dioxide and sulfate (probably including sulfite and sul-
                                                               1278
fide, if present).  In addition to the previous cited sources,  ' ' '  several
                912
new publications     have been utilized.  Methods of analysis have been
reported previously.   Three-year running averages were computed as the  best
available means of smoothing out the effects on sulfur dioxide emissions and
air quality of varying severities of winter or summer seasons.

     In addition to sites located well within urban areas, a number of sites
in nonurban locations exist.  Measurements at such sites usually start in
1965, but began earlier at a few locations.  These nonurban sites vary from
suburban-rural locations in the eastern United States to rather remote sites
at some western locations.  These sites were not originally selected to
necessarily represent the most remote sites geographically available.
Logistical requirements as to available sites, power, volunteer services for
replacement of filters, and related operational needs had to be considered
in the site selections.  In the eastern United States, it is difficult to
find sites that are well removed from all power plants, petroleum activities,
paper mills, or some form of industrial activity.  Also, the primary intent
was not to find sites for measurements of geophysical significance, but to
represent the concentrations of pollutants people in suburbs, towns,
villages, or rural environments would be exposed to by all surrounding
anthropogenic activities.  Some local influences do exist; however, this is
the only body of measurements ever carried out in the United States that is
available to evaluate the potential for regional transport and transformation
of sulfur oxides to sulfates in the United States.

-------
      Concern has been expressed about conversion of some of the sulfur
dioxide present to sulfate on the glass fiber filters used because of the
alkaline nature of the filters.  However, this problem usually is over-
simplified.  Simulated laboratory measurements are of limited use in
estimating whether or not significant conversion has occurred.  To re-
construct the circumstances historically at each of many sites with respect
to both filter and matrix is a very difficult, if not impossible, task.

      A few comments can be made based on the observed measurement results
for sulfur dioxide and sulfate.  If conversion of sulfur dioxide to sulfate
on the filter substrate were a significant factor, the conversion was not
at all in proportion to sulfur dioxide concentration.  This type of artifact
might be expected to result in large decreases in sulfate concentrations with
large decreases in sulfur dioxide concentrations.  Such decreases have not
been observed.  In fact, high sulfate concentrations occurred in nonurban
sites where sulfur dioxide concentrations were very l">w and also where
possible catalytic metal species also are at very low concentrations.

      A recent investigation of sampling and analysis of sulfates involved
collection in Los Angeles, Calif., St. Louis, Mo., and Durham, N. C., of
both high volume samples on glass fiber filters and of low volume samples
on fluoropore filters.    There is no indication of sulfur dioxide to sulfate
conversion on fluoropore filters.  The analytical results usinp the methyl
thymol blue method on the two types of filter samples from the three sites
gave ratios of concentration ranging between 0.97 and 1.04 to 1.  Such
results indicate that an insignificant percentage of the sulfate measured
originated from sampling artifacts on 24-hour high volume samples on glass
fiber filters.
CHARACTERISTICS OF SULFATE PARTICLES

      The amount of sulfate available to undergo transport depends on the
characteristics of sulfate particles, the rates of transformation of sulfur
dioxide to sulfate, and the removal processes for sulfur dioxide and sulfate,
                                     3

-------
Particle size distribution measurements for sulfates  or particulate  sulfur
are available at sites in Philadelphia, Pa., Cincinnati, Ohio,  Chicago,
111., St. Louis, Mo., Los Angeles,  Calif.,  and San  Francisco, Calif.
The mass median diameters were computed to  range from 0.2 to  1  urn, with  most
of the MMD values between 0.2 and 0.6 urn.   From 80  to over 90 percent  of the
sulfate or particulate sulfur was found to  occur in the size  range below
2 urn.  Analysis for ammonium ion at the same sites  in Philadelphia,  Cincinnati,
and Chicago indicated that the ammonium ion has almost the same particle size
                                 19
range characteristics as sulfate.    Measurements at  sites in Los Angeles,
Calif., New York, H. Y., and Columbus, Ohio, and Dayton, Ohio,  tend  to
                                                                         90 ?3
indicate that either (Nh'4)2S04 or NH4HS04 may be the  predominant species.

     Whatever the chemical form of sulfur-containing  particles, their  particle
size characteristics will result in a very  slow rate  of removal by dry
deposition or uptake by foliage.  Sulfur dioxide would be much  more  rapidly
removed by foliage and other surfaces.  Except during periods of precipitation,
the conditions of emission and surface removal of sulfur dioxide should  be
critical.  Conversion rates of sulfur dioxide to sulfate in urban and  power
                                                                24
plant plumes are reported in the 1  to 20 percent per  hour range.    The  rate
                                                 25-27
of dry deposition appears to be in the same range        However, the  rates
for these two major competing processes may vary considerably,  with  one  or
the other process dominating in the same or different areas depending  on a
number of emission and atmospheric parameters.

     It is not the purpose of this analysis to discuss the characteristics
of the finely divided particulate fraction  of the total suspended particulates
in the atmosphere.  However, some facts with respect  to sulfates are
appropriate to consider briefly.  First, sulfates constitute the following
average percentage of total suspended particulates  at urban sites  in
various regions of the United States:  east coast,  15 percent;  midwest
(east of Mississippi), 10 percent; southeast, 8 percent; midwest (west of
Mississippi), 6 percent; mountain states, 4 percent;  southwest, 5  percent;
west coast, 9 percent.  These results suggest that  sulfates constitute a
significantly more  important fraction of the total  suspended fraction  in

-------
the eastern United States than in the western United States.   At nonurban
sites, sulfates show the same relative regional  patterns,  except that sul-
fates constitute a larger portion of total  suspended particulates at
nonurban compared to urban sites for most regions  of the United States.
The average percentage of sulfate in the finely  divided particulate (sum
of sulfate, benzene-soluble organics, nitrates,  and lead)  by  region at
urban sites in 1968 thru 1970 were as follows:   east coast, 61  percent;
midwest (east of Mississippi) 59 percent; southeast, 50 percent; midwest
(west of Mississippi), 47 percent; mountain states, 36 percent; southwest,
40 percent; west coast, 39 percent.  At nonurban sites, the same relative
regional patterns were observed, except that sulfates constituted a
significantly larger portion of the finely divided species at  nonurban
compared to urban sites in all regions of the United States.

-------
                                SECTION 2

               RELATIONSHIPS FOR SULFUR DIOXIDE AND SULFATES
                              AT URBAN SITES
      Sufficient annual  average sulfur dioxide and sulfate concentration  data
existed at 48 urban sites to permit computation of 3-year running averages
for the period 1963 through 1974.   However, even at these sites,  the moni-
toring results were incomplete during portions of the periods,  particularly
for sulfur dioxide concentrations.   Vanadium measurements are available,  and
they can be associated with the sulfur-containing emission products from
oil-fired combustion units, so these results are also included  for east coast
sites.  The available results are listed in Tables 1  to 6.  These sites are
grouped on a regional basis as follows:  east coast (north of Virginia),
midwest (east of Mississippi), southeast, midwest (west of Mississippi),
interior western states including the mountain states and southwestern
states, and sites on the west coast.

TRENDS IN SULFATE CONCENTRATIONS

      The overall averages by region for sulfur dioxide and sulfate show
consistent trends (Tables 1-6).  Throughout the 1963 to 1974 period, or the
portion thereof for which sufficient measurements were available, the order
of decreasing sulfur dioxide and sulfate concentrations were as follows:
(1) east coast, and midwest (east of Mississippi), (2) southeast, (3) west
coast, (4) midwest  (west of Mississippi), (5) western states.  Sites in
western states or in midwestern states west of the Mississippi  have had
sulfur dioxide concentrations averaging 10 to 20 percent of the concen-
trations at sites on the east coast.  The range of sulfate concentrations
is smaller.  Sulfates averaged over western sites have ranged from 30 to
70 percent of the sulfate concentrations at east coast and midwestern (E)
sites.

-------
     Sulfur dioxide concentrations definitely trended downward between the
mid-1960's and early 1970's at east coast and at many midwest urban sites
east of the Mississippi (Tables 1,2).   These downward trends in ambient air
sulfur dioxide concentrations are consistent with the decreases in sulfur
dioxide emissions in these areas.  A smaller downward trend in sulfur
dioxide may have occurred at southeastern urban sites and urban sites west
of the Mississippi, but the sulfur dioxide results at these sites are too
incomplete or the concentrations too low to be certain as to the trends
(Tables 3-6).  Sulfate concentrations did not show proportional downward
trends with sulfur dioxide concentrations in any of the regions.  While
the average sulfur dioxide concentrations decreased by 58 percent at
eest coast urban sites between 1963-65 and 1969-71, the sulfate concentrations
decreased by 15 percent (Table 1).  At midwestern urban sites (east of
Mississippi), the average sulfur dioxide concentrations decreased by 30
percent between 1965-67 and 1969-71; the sulfate concentrations fluctuated
somewhat but show no significant trends on the average at urban sites.  As
e result by the 1970's the average regional concertrat'ons of sulfate in
the midwest (E), exceeded those on the east coast (Table 1,2) at urban sites.

     Along the east coast from Providence, R. I. to Baltimore, Md., there
was a slow decrease in sulfate concentrations.  Comparing the 1972-74 period
with 1964-66 sulfate concentrations decreased by from 18 to 42 percent.  The
largest decreases were around New York city, M. Y. and Philadelphia, Pa.
Therefore, there was a consistent J°crease in sulfate concentretions in most
east coast urban sites.

     In most of the other regions no trend in sulfate concentrations was
evident or the data was too limited  o discern such trends.  The exception
was for sulfates in the southwest and mountain states where an upward trend
in sulfate occurred at a number of the urban sites.

     It appeared possible that, while annual average sulfate concentrations
did not decrease in proportion to changes in annual average sulfur dioxide
concentrations, a different relationship would be obtained using higher
percentile sulfate concentrations.  Various such comparisons were computed.

-------
The most favorable relationship was  obtained  using  80th  percentile  sulfate
concentrations, but the improvement  was  modest.   For  example,  sites  in  six
cities -- New York, N.  Y.,  Newark, N.  J.s  Baltimore,  Md.,  Pittsburgh,
Pa., Indianapolis, Ind., and St. Louis,  Mo. -- over the  1963-65  to  1970-72
period showed an averaged decrease in  annual  average  sulfur  dioxide  concen-
trations of 63 percent  and a range from  39 percent  to 74 percent decrease
in sulfur dioxide.  For the same sites and time  period,  the  annual  average
sulfates and 80th percentile sulfates  showed  an  average  decrease of  10  and
18 percent, respectively, and a range  from 20 percent increase to 37 per-
cent decrease and from  a 3 percent increase to a 45 percent  decrease,
respectively.  Therefore, the choice of  statistical measures of  sulfate
concentration other than arithmetic  annual averages also does  not result
in anything like a proportional relationship  between  sulfur  dioxide  and
sulfates.

SULFUR DIOXIDE EMISSIONS AND SULFATE CONCENTRATIONS
     The influence of variations in  sulfur dioxide  emissions on  sulfate con-
centrations can be examined by use of  available  results  in several  air
quality control regions.  In the midwest,  some air  quality control  regions,
including Pittsburgh, Pa., Detroit,  Mich., Cleveland, Ohio,  Chicago, 111.,
and St. Louis, Mo., had annual sulfur  dioxide emissions  (1972) from
700,000 to 1,200,000 tons/year.  The annual average sulfate  concentrations
(1970-72 or 1969-71) in these regions  (Table  2)  ranged from  14 to 20
    o                       o
ug/m  and averaged 16.7 ug/m .  Other  air quality control  regions in the
midwest, including Columbus, Ohio,  Dayton, Ohio, and  Indianapolis,  Ind.,
had annual sulfur dioxide emissions  of 100,000  to 200,000  tons/year.  At
these sites annual average sulfate  concentrations  (1970-72)  ranged  from
12 to 14 ug/m3 and averaged 13.0 ug/m3.   Therefore, the air  quality control
regions with sulfur dioxide emissions  five to ten times higher than
regions with the  lower sulfur dioxide  emissions  had sulfate  concentration
levels only 28 percent higher.  These  results demonstrate  the  low
sensitivity of sulfate concentrations  to large differences in  sulfur
dioxide emissions originating within the same air quality control region
at least in the midwestern United States.

-------
EFFECT OF ISOLATED COMPARED TO NONISOLATED REGIONAL  CONDITIONS  ON  SULFATES

     Another comparison that can be made is between  urban sites within air
quality control regions that are relatively isolated and those  that are not
isolated.  The term isolated is used in the context  of a region surrounded
by other regions with relatively low sulfur dioxide  emissions from utility  or
other emissions sources.  The areas including Minneapolis-St. Paul, Minn.,  and
Kansas City, Mo., are examples of relatively isolated air quality  regions.
The sulfur dioxide emissions within these regions is in the range  of 200,000
tons/year (1972).   Utility sources contribute 72 and 81 percent of the sulfur
dioxide emissions, while area sources contribute 9 and 8 percent respectively,
                     5
in these two regions.   A number of air quality regions east of the Mississippi
also have sulfur dioxide emissions in the 200,000-ton/year range.    These
regions are surrounded within 100 miles or less by other air quality regions
emitting sulfur dioxide in amounts equal to or rn-'ch  >rger than 200,000 tons/
year.  Such air quality regions include Providence,  R.i., Hartford-New Haven-
Springfield, Conn., Baltimore, Md., Washington, D. C., and Indianapolis, Ind.
In this latter group of air quality control regions, utility sources contri-
buted an average of 62 percent (range 51 percent to  76 percent) of the sulfur
dioxide emissions, while area sources contributed an average of 21 percent
(range 9 to 35 percent of sulfur dioxide emissions.)  In the two isolated
regions, annual average sulfate concentrations (Table 4) were 7 to 8 ug/m
(1S70-72), while for the nonisolated regions annual  average su.fate con-
centrations (Tables 1, 2) were 12 tc 18
concentrations in the isolated regions.
                                            o
centrations (Tables 1, 2)  were 12 tc 18 ug/m ,  about twice  the  sulfate
     It might be suggested that differences in  sulfur dioxide emission
patterns within air quality regions might have  a significant effect on
ambient air sulfate concentrations.  For example, the lower quantities  of
near-surface area emissions of sulfur dioxide in the two isolated regions,
rather than the isolation of the regions, might be responsible for the  lower
ambient air sulfate concentrations.  However, this hypothesis is not
supported by comparisons of the annual average  sulfate concentrations

                                     9

-------
within the five nonisolated regions discussed above.   Despite a range of
9 to 35 percent in the near-surface area emissions  within these regions,
there are no significant differences in the averaged  annual  sulfate con-
centrations.  The Indianapolis and Baltimore air quality regions are the
two nonisolated regions with comparable area sulfur dioxide  emissions to
the Minneapolis-St.  Paul and Kansas City air quality  regions.   The averaged
annual sulfate concentrations in the two nonisolated  regions averaged 14
    o
ug/m , about twice the sulfate concentrations in the  isolated regions.
Therefore, comparisons of sulfate concentrations at sites in isolated and
nonisolated regions  with comparable area sulfur dioxide emissions support
isolation as the dominant factor in accounting for  differences in regional
sulfate concentration levels.

     It also might be suggested that some other factors of a meteorological
nature, such as differences in temperature, solar radiation, mixing heights,
wind speed, or precipitation, might be significant  in explaining differences
in these sites in sulfate concentrations.  Differences in solar radiation
and wind speeds are small among sites in most of the  eastern and midwestern
United States and are somewhat higher for the east  coast sites than midwest
sites, but the mean annual afternoon mixing heights are nearly the same
for all of these sites.  The two isolated air quality regions being used
for comparison have similar wind speed and mixing height characteristics
compared to other midwestern sites.  However, the temperatures throughout
the year in Minneapolis are lower and the annual precipitation in the form of
rain is lower than at sites further east.  Kansas City does have a
climatological pattern nearly the same as a number  of nonisolated mid-
western sites.  The sulfate concentrations at the site in Kansas City
                                  o
were consistently less than 1 ug/m  greater than at the site in Minneapolis.
Therefore,  if these climatological factors have an  influence on sulfates,
the effect  is very small.

     With isolation as the dominant factor, it follows that at least half of
the sulfate concentrations measured at eastern urban sites can be attributed
to sulfur oxide emissions being transformed to sulfate during transport from
adjacent regions.  This contribution can be an interregional contribution
                                     10

-------
of sulfates.  This contribution actually may exceed 50 percent because some
small interregional contribution to sulfates also may occur into the
Minneapolis-St. Paul  and Kansas City regions.

EFFECTS OF SHIFTS IN  SULFUR DIOXIDE EMISSION PATTERNS ON SULFATE CONCENTRATIONS

     Although there already has been some discussion of shifts of sulfur
dioxide emission patterns on sulfate concentrations, additional  comparisons
among regions should  be considered.  One comparison that can be made involved
selecting air quality control regions with the same annual  sulfur oxide
emissions, but significantly different contributions to the total emissions
from area sources.  The regions compared also should either be all nonisolated
or all isolated from  large extraregional sources.  Among the appropriate regions
for comparison were four nonisolated regions — Providence, R.I., and Hartford-
New Haven-Springfield, Conn., with higher area sources and  Baltimore, Md.,  and
                                              r
Indianapolis, Ind., with lower area emissions.   The total  sulfur oxide emissions,
utility emissions, and area emissions in 1972 foi Pro* 'dence and Hartford-New Haven-
Springfield averaged  216,000 tons/year, 123,000 tons/year,  and 67,000 tons/year,
respectively.  The total sulfur oxide emissions, utility emissions, and area
emissions in 1972 for Baltimore and Indianapolis averaged 218,000 tons/year,
                                                      5
131,000 tons/year, and 24,000 tons/year, respectively.   Therefore, the former
two regions had almost three times the loadings of area sulfur oxide emissions
compared to the latter two regions.  The 1970-72 averaged sulfate surface con-
                          3
centrations were 13.6 ug/m  for Providence and Hartford-New Havan-Springfield
             o
and 14.2 ug/m  for Baltimore and Indianapolis (Table 2).  Examination of other
pairs of regions with about the same sulfur oxide emission  but different
proportions of area-wide emissions also did not show higher sulfates in
                                                                          5
regions with higher near-surface-leve^ area sulfur oxide emission sources.
Therefore, the available results do m,t appear to demonstrate that near-surface
area sulfur oxide emissions contribute any more per ton of emissions than
point source emissions to urban surface sulfate concentrations.   This con-
clusion applies to the northeastern and midwestern United States.

     Most western urban sites have sulfate concentrations two to three times
lower than midwestern sites east of the Mississippi and in  the northeastern
United States.  Many of the western regions in which these  sites are located

                                     11

-------
have had negligible sulfur oxide emissions from utility sources because of the
use of gas or hydroelectric power to generate electricity.   Often  industrial
emissions from the primary metal industries or from the petroleum  and petro-
chemical industries are the predominate sources of sulfur oxides.   Therefore,
in addition to such regions usually being largely isolated  from extraregional
sulfur oxide emissions, they also have drastic differences  in sulfur oxide
emission patterns compared to eastern sites.   Regions such  as the  ones
including Houston, Texas, and Seattle, Wash., are examples  of such types of
regions.  Since these western regions have nearly the same  sulfate concen-
trations as regions such as Minneapolis-St. Paul and Kansas City,  which have
emission patterns more typical of eastern regions, isolation of these regions
from extraregional sulfur oxide emissions again appears to  be substantially
more important than the shifts in the sulfur oxide emission patterns within the
region.

     A possible exception to the above discussion of the influence of sulfur
oxide emission patterns on sulfate concentrations may occur in the Southern
California air quality region.  Sulfate concentrations in this region are
significantly higher than in other western regions.  Although utility sources
are more significant in the Southern California air quality region than in
most other western regions, the utility contribution was only 17 percent in
1972.  Area sources contributed 45 percent, with transportation sources
alone contributing 11 percent to sulfur oxide emissions. This region had
about the highest proportion of area-wide sulfur dioxide emissions in the
United States and an atypically high transportation component.  The sulfate
concentrations measured in this region are in the lower end of the range
of sulfate concentrations in the eastern United States.  The southern
California air quality region is relatively well isolated from sulfur
oxide emissions from other regions.

     Several factors could contribute to the higher sulfate concentrations —
for a western area -- in the Southern California air quality region (Table 6).
These factors include high photochemical activity for conversion of sulfur
dioxide to sulfate, poorer ventilation, and the higher near-surface area
emissions.
                                    12

-------
     There is a gradient in sulfur oxide emissions  from near  the  Pacific
coast, through the western portion of the Los  Angeles  basin,  to the  eastern
portion of the basin.   All sources of sulfur oxide  emissions  are  denser in
the western portion of the region -- utility,  industrial,  and transportation
sources.  Much lower sulfur dioxide concentrations  at  sites in the eastern
portion of the region  support the existence of such a  gradient.   Nevertheless,
the sulfate concentration levels are almost the same in the western  and
eastern portions of the region (Table 6).  This observation is consistent
with a flux of sulfur dioxide being transported, with  rapid transformation
to sulfate from the western to eastern portions of  the region. These facts
indicate that photochemistry and local meteorology  are likely to  be  the
important factors in explaining the higher sulfate  concentrations.   The
high surface sulfur oxide emissions in this region  are probably an interacting
factor because these surface emissions of sulfur oxides can mix rapidly
with the hydrocarbon and nitrogen oxide precursors  to  photochemical  reactions
that cause conversion  of sulfur dioxide to sulfates.  It also is  reasonable
that the relatively arid conditions in this region  resjlt in  lower rates  of
removal by deposition  to vegetation of near-surface area sulfur dioxide
emissions compared to  eastern regions.  This circumstance results in a larger
fraction of sulfur dioxide being available for conversion to  sulfate.   Therefore,
the Southern California air quality region may be a very special  case with
respect to the significance of area compared to point  emission contributions
to sulfur oxide emissions.
                                    13

-------
                                SECTION 3

      RELATIONSHIPS FOR SULFUR DIOXIDE AND SULFATE AT NONURBAN SITES

      Sufficient annual average sulfate concentration data existed at 27
nonurban sites to permit computation of 3-year running averages for the
period 1965 through 1972.  There were incomplete results at a number of sites.
Sulfur dioxide concentrations were occasionally available for several years
in the late 1960's and early 1970's at some sites.  Vanadium concentrations
were available during periods of several years at the non-urban sites on the
east coast.  These results are tabulated in Table 7.

      By region, the order of decreasing sulfate concentrations were as follows:
(1) east coast and midwest (east of Mississippi), (2) southeast, (3) south-
west, (4) midwest (west of Mississippi) and west coast, (5) mountain states.
Sulfate concentrations in mountain state sites are only 15 to 25 percent of
the sulfate concentrations at east coast or midwestern (east of Mississippi)
sites.

      Upward trends or no trends in sulfates occurred at most nonurban sites
on or near the east coast (Table 7).  This is in contrast to the downward
trends at most urban sites in this same geographical area.

      There also was an upperward trend in sulfate concentrations at the non-
urban sites in the midwest (E) from the 1960's into the 1970's.  This trend
would be consistent with overall increases in sulfur oxide emissions from
utility sources in this region during this period.  Upward trends in sulfate
concentrations were apparent for many western nonurban sites.

      Sulfur dioxide concentrations were low at all nonurban sites.  No clear
trends could be observed at these low concentration levels.
                                     14

-------
     Three-year running averages for nonurban sulfate on the east coast and in
the midwest east of the Mississippi  River equal  or exceed the corresponding
averaged sulfate concentrations at urban sites in regions west of the
Mississippi (Tables 4-6),   The sulfates in the Los Angeles basin area do
exceed levels at eastern and midwestern nonurban sites,  but sulfate con-
centrations at other west coast urban sites do not exceed the nonurban
sulfate concentrations at eastern sites.

     The possibility for a natural or background biogenic contribution to
sulfate concentrations should be considered.  At most sites, there is little
or no evidence for such a contribution being significant.  One possible
exception is the very isolated nonurban site on Cape Hatteras.  This site
might be expected to be influenced only slightly by transport of sulfur
oxides from urban areas, since it is more isolated from  urban contributions
than other eastern nonurban sites.  Nevertheless, the sulfate concentrations
are substantially elevated at Cape Hatteras.  The surrounding area to the
west of Cape Hatteras for 100 miles  and more consists cf shallow coastal
waters, with much swamp and marsh land and only a small  number of small
towns and light industrialization.  Therefore, it can be hypothesized that
natural sulfur gases are being oxidized in this area in  appreciable amounts
to sulfate.  However, measurable vanadium concentrations at this site
indicate the possibility for transport even to the site  from the coastal
areas of Virginia where appreciable  quantities of high vanadium content oil
are utilized.

     If a tropospheric or continental concentration background exists for
species formed directly or indirectly from natural sources or for long-lived
species emitted from anthropogenic scjrces, a minimum concentration will be
detectable.  If such a minimum exists, it should be evident in an examination
of the distribution of minimum 24-hour sulfate concentrations at nonurban
sites over a period of years.

     An examination of the data base at nonurban sites was made for the years
                                                                        3
1965 to 1972.  Minimum 24-hour sulfate concentrations at or below 1 ug/m
occurred for eastern nonurban sites.  At western nonurban sites, minimum 24-
                                     15

-------
hour sulfate concentrations at or below 1  ug/m  were  frequent.   Since  the
detection limit for sulfate in the analyses  was  0.6 ug/m ,  concentration
values at or below this level  have no numerical  significance,  although a
substantial  number of such very low sulfate  values do appear as  minimum
concentrations at western sites.   If a natural background of sulfates  does
                                                                           q
exist, this  data base indicates that it probably occurs  at  less  than 1  ug/m .
Such a background is far too small to influence  the distribution patterns of
sulfate over the United States.  Special  situations where sites  are downwind
of strong natural sources should be evaluated on an individual basis.
                                    16

-------
                               SECTION 4

            RELATIONSHIPS BETWEEN URBAN AND NONURBAN SITES

RELATIONSHIPS BETWEEN URBAN AND SUBURBAN SITES ON THE EAST COAST

     A comparison of measurements in the core area of a metropolitan area with
those in surrounding suburban towns and villages can be made.   Measurements
are available for sulfur dioxide, sulfates, and vanadium at two sites within
Philadelphia and Camden and at seven sites in surrounding towns and villages
in Pennsylvania and New Jersey.  The measurements were made over the 1964 to
1971 period at the sites in Philadelphia, Camden, and Glassboro, N.J., from
1965 or 1966 to either 1970 or 1971 at sites in Warmister, Pa., West Chester,
Pa., and Burlington County, N. J.  (fragmentary results are available also
for sites in Marlton, Pemberton, and Bridgeton, N. J.).  The results at the
two urban and four suburban sites have been used to compute 3-year running
averages for sulfur dioxide, sulfates, and vanadvm a^ each site (Table 8).

      The ratio of urban to suburban sulfur dioxide concentrations indicates
about a four to one greater dilution of sulfur dioxide at the  suburban sites.
The ratio of urban to suburban sulfate concentration indicates almost a two to
one greater dilution of sulfates at the suburban sites.  There is a slight
trend towards a greater spread between these two urban to suburban ratios
with time.  The ratio of urban to suburban vanadium concentrations increased
from 2.8:1 to 5.7:1, with the incre se in urban vanadium concentrations
reflecting increased urban use of hign-vanadiurn-content residual  oil of
lower sulfur content.  The site in G\issboro is the only suburban site
showing a consistent increase in vantdium concentration along  with the urban
sites in Philadelphia and Camden.

      The high sulfate concentrations in the suburban sites are of particular
interest and concern.  By the late 1960's, the average sulfur  dioxide to
sulfate ratio at these suburban sites was 2:1.  The sulfate concentrations
at these suburban sites in the late 1960's exceeded half of the sulfate
                                    17

-------
concentrations within Philadelphia and Camden in 1965-67 when the  sulfur
dioxide to sulfate ratios were as high as 6:1 or 7:1.   Even  more striking
were the sulfur dioxide to sulfate ratios of 1:1  in Glassboro in 1968-70 and
1969-71, with the sulfate concentration in Glassboro in the  1969-71  period
still over half of the average sulfate concentrations  in Phi lade!phia-Camden,
                                                o
while the sulfur dioxide concentration of 7 ug/m  was  only 5  percent of the
1965-67 sulfur dioxide concentration in Philadelphia-Camden.
     It is very difficult to explain such high sulfate levels  in a  number of
suburban sites as associated dominately with local  sources of  sulfur dioxide
emissions.  The more reasonable explanation for the high sulfate concentrations
at such widely scattered suburban sites around Philadelphia-Camden  would be
regional scale transport of sulfur dioxide with transformation of sulfur dioxide
to sulfate.  The combination of dilution, conversion of part of the sulfur
dioxide to sulfate, and dry deposition of the remainder could  account for the
low sulfur dioxide to sulfate ratios observed along with the low sulfur dioxide
concentrations.  This discussion is not meant to suggest that  there cannot be
some local contributions to the sulfur content at any particular site.

RELATIONSHIPS BETWEEN URBAN AND NONURBAN SITES ON THE EAST COAST

     Measurements for sulfur dioxide, sulfate, and vanadium are available for
comparison of averaged concentrations at 11 urban and 6 nonurban sites east
of the Appalachian and north of Virginia.  In this region, high vanadium
residual oil is an important utility and industrial fuel in New England,
eastern New York, New Jersey, eastern Pennsylvania, Delaware,  and Maryland.
While the relative use of oil compared to coal decreases from New England,
New York-New Jersey, down to Washington, D. C., it appears that vanadium
can be used as a tracer for averaged utility and industrial combustion
emissions through this region.  The ratios of urban to nonurban concentrations
computed from Table 1 and Table 7 are as follows:
                                    18

-------
            Year           S02
1965-67
1966-68
1967-69
1968-70
1969-71
1970-72
1971-73
1972-74
__
--
__
5:1
5:1
—
—
__
2.2:1
2.1:1
2.0:1
2.3:1
2.2:1
1.9:1
1.8:1
1.8:1
                                                       12:1
                                                        7:1
                                                       14:1
                                                       12:1
                                                       10:1
The average sulfur dioxide to sulfate ratios at the urban sites ranged
downward from 8:1 in the early 1960's to just over 4:1  by 1970.  At the
nonurban sites the sulfur dioxide to sulfate ratio was  just over 1:1.

     The urban to nonurban sulfate ratio is just a little higher than  the
previously discussed urban to suburban sulfate ratios.   The urban to non-
urban sulfur dioxide and vanadium ratios are two to four times greater than
the corresponding urban to suburban ratios.

     The high sulfate concentrations and low sulfur dioxide to sulfate ratios
at the nonurban sites are especially in need of explanation.  Several  possible
contributions to the overall  concentrations at the nonurban sites need to be
considered: (1)  local emissions around the sites, (2)  transport of species
formed in eastern urban areas without further reaction  to these nonurban sites,
(3) transport of species formed in eastern urban areas  with additional reaction
during transport to these nonurban sites.

     Local emissions of sulfates imply either natural emissions or manmade
emissions produced locally.  Natural emissions have already been discussed.
It was concluded that the sulfate background under most conditions at  most sites
was 1 ug/m  or less.  Since the annual average concentrations at these sites
                                   3                                3
ordinarily ranged from 6 to 10 ug/m , a natural background of 1 ug/m  or less
will not explain the observed relationships.  Manmade local emissions
would be expected to reflect ratios of sulfur dioxide to sulfate in flue
gases or in plumes near their source.  In plumes from coal-fired sources,
                                                                       28
such ratios are usually 50:1  to 100:1 with a few values as low as 20:1.

                                    19

-------
In plumes from oil  fired sources ratios as low as  10:1  might occur downwind,
                                               28-31
but the experimental  data available is limited.          However,  none of
these ratios will  account (even assuming frequent  fumigation of the sites)  for
ratios of sulfur dioxide to sulfate near 1:1.   There  also is no experimental
evidence that would suggest a much more rapid  conversion of sulfur dioxide  to
sulfate in a plume from a nearby emission source in a nonurban environment
than in an urban environment.  This discussion is  not meant to preclude local
contributions to the concentrations at nonurban sites,  but such contributions
do not appear capable of accounting for the observed  sulfur dioxide and sulfate
concentration relationships.

     Vanadium ratios between urban and nonurban sites should serve as a tracer
for direct transport without further reaction  of sulfur oxides from urban
combustion sources in this part of the United  States.  The average sulfate
concentrations near the surface in this part of the United States  were 16
          o
to 18 ug/m  during the 1960's.  These are the  only types of measurements
available to use to represent the concentrations in the urban plume initially
before travelling downwind.  Using these concentrations and the vanadium
ratios of 7:1 up to 13:1 lead to amounts of transported sulfate to the non-
                                                          3
urban sites from within the urban areas of 1.2 to  2.6 ug/m .  If there were
any vanadium contributed enroute or in the vicinity of the nonurban sites,
these vanadium ratios should be adjusted upward and the sulfate contribution
downward.

     The above computation also assumes that vanadium serves equally well as
a tracer for coal-fired as for oil-fired combustion sources within the urban
areas.  Most of the nonutility sulfur oxide sources would be burning residual
oil, with use of small amounts of distillate oil,  and there would be a very
                                          5
small contribution from vehicular sources.   The oil-fired to coal-fired fuel
usage ratio in utility sources was complex and changing.  For the 1969-1973
period, during which detailed utility emission inventory information was
available, the oil to coal sulfur oxide ratio  over the entire region was
1:1.   However, almost three times as much sulfur  oxide was associated with
                                    20

-------
coal as oil in the Philadelphia-Baltimore-Washington areas.  It has been
assumed that these varying gradients in oil  to coal utility combustion-
derived sulfur oxides will not greatly influence the averaged computations
over the entire eastern region under consideration.

     An averaged local contribution can be estimated with the use of
several assumptions.  It is assumed that the measured sulfur dioxide con-
centrations at the nonurban sites are largely of local origin.  Involved
in this assumption is the additional assumption that most of sulfur dioxide
from distant large urban or utility plumes would be removed by conversion to
sulfate or by dry deposition or precipitation before reaching these sites.
It also must be assumed that the local contributions of sulfate can be
estimated from use of urban sulfur dioxide to sulfate ratios.  These urban
sulfur dioxide to sulfate ratios by the late 1960's and early 1970's
averaged near 4:1 at eastern sites.  However, this ratio is not corrected
for the portion of the sulfate measured at the surface which is not of
local urban orgin.  Such an estimate can be made from the earlier discussions
                                                                          3
of isolated and nonisolated air quality control regions as in the 6-8-ug/m
range.  If these amounts of sulfate are subtracted, the resulting ratios would
be 6:1 to 8:1.  Using the sulfur dioxide concentrations at the nonurban sites
                                                             3
with such ratios would lead to the estimate that about 1  ug/m  of sulfate was
of local origin.  Since part of the local  sulfur dioxide could have originated
                                                                       3
from naturally produced hydrogen sulfide,  this estimate of about 1  ug/m
would include any natural contribution.  Some small amounts of sulfur dioxide
from distant sources actually are likely to be transported to these non-
urban sites, particularly the sulfur dioxide originating from elevated sources.
Therefore, it is unlikely that the average local contribution of sulfate could
be much higher than estimated here.

     The midrange value for advected sulfate from distant sources of 1.5
ug/m  added to 1 ug/m  for local sulfate,  accounts for about one-third of
the measured sulfate averaged over these nonurban sites.   The remaining
available source must be sulfate formed by chemical conversions of sulfur
dioxide during dispersion and transport of the sulfur dioxide from the

                                    21

-------
array of urban sources upwind of these nonurban sites.   Based on  the above
estimates, about two-thirds of the sulfate measured  at  these nonurban sites
can be attributed to sulfate formed by chemical reactions  converting sulfur
dioxide to sulfate during transport of pollutants  from  urban areas  to
nonurban locations.  The contribution of urban sulfur dioxide area  emissions
would be expected to be less than elevated utility sources ton per  ton because
of the larger removal of sulfur dioxide by dry deposition  from near-surface
area sources of sulfur dioxide.
                                    22

-------
                                SECTION 5

                            GENERAL DISCUSSION

     The urban and nonurban sulfate concentrations unlike sulfur dioxide
and vanadium concentrations are relatively uniform throughout large portions
of the eastern and midwestern United States east of the Mississippi River.
Sulfur dioxide and vanadium concentrations show gradients of 3:1  to 6:1
between urban to suburban sites (Table 8)  and gradients of from 5:1 to 14:1
between the urban and nonurban sites in the eastern United States (Tables
1 and 7).  In contrast, sulfate concentrations show gradients of less than
2:1 between urban and suburban sites (Table 8) and of slightly more or less
than 2:1 between urban and nonurban sites  in the eastern United States
(Tables 1 and 7).

     The significantly less than proportional relationship between urban
ambient sulfate concentrations in particular air quality control  regions
and sulfur oxide emissions in the same regions is demonstrated by two sets
of results.  The large reductions in urban sulfur dioxide emissions in air
quality control regions between lower New  England and Baltimore, Md. caused
two to four-fold decreases in ambient sulfur dioxide concentrations while
urban sulfate concentrations decreased by  20 to 40 percent.  Comparisons of
various air quality control regions having five- to ten-fold variations  in
sulfur oxide emissions showed only about a 30 percent variation in ambient
sulfate concentrations.

     How can this lack of proportionality  be explained?  A number of
reasonable possibilities exist which may singly or in combination provide
an adequate explanation.  These factors are as follows: (2) the sulfate
measured is not of local origin but is formed during transport from adjacent
air quality control regions or more distant air quality control regions
within the same geographical region of the United States, (3) the sulfate is
not of local origin but is formed during transport from distant source in

                                    23

-------
another geographical  region of the United States,  (4)  the  sulfate  is  directly
emitted within the same air quality region but the emission  rate for  sulfate
is not directly proportional to the sulfur content of  the  fuel  used  (1)  the
mechanisms of formation in the atmosphere are such that  on an  annual  average
basis they do not result in sulfate formation being proportional to sulfur
dioxide concentration.

     The experimental results discussed in this report relate  to factors
(2) and (3), but the results cannot quantitatively define  the  distances
over which transport occur.  Therefore, the relative contributions from
nearest neighbor air quality control regions, next nearest neighbor air
quality control regions and more distant sources cannot  be differentiated.
However, experimental studies on the St. Louis, Mo. urban  plume on individual
experiment days demonstrate formation and transport of sulfate distances out
                              32 33
to several hundred kilometers.  '    Measurements of the sulfur budget in
a large power plant plume demonstrated 13% of the sulfur in  particulate
form at 40 km with the total sulfur mass in the plume  conserved out to 50 to
100 km.    Analysis of 1974-75 sulfate episodes in the midwestern  United
States have been interpreted to be consistent with a contribution  of  isolated
                                    05
sources on a scale of 200 to 300 km.    Removal rates  of sulfur oxides from
urban and industrial plumes of 20 percent per hour have  been reported
leading to 1/e distances of less than 100 km over agricultural  terrain in
the midwestern United States.    Transport of sulfur containing particles
over distances of 1000 to 2000 km over water have been reported in Northern
Europe.36*37

     These results strongly support the conclusions of this  report and earlier
                           1 2
analysis of monitoring data '  that sources outside of a given air quality
control region contribute significantly to the total sulfate loading  within
that region.  The results suggest over land effective  transport ranges of
at least several hundred kilometers.  Experimental results are lacking as
to whether or not longer range transport can occur over land masses.   If
such longer range transport does not occur it must follow that rates  of
removal of sulfate particles over land32"35 are substantially greater

                                    24

-------
than over water.  *

     The 4th factor suggests a lack of proportionality between sulfur in
fuel and sulfate emissions.  Recent measurements on various oil-fired boiler-
fuel combinations indicate such a lack of proportionality with percentage
of total sulfur as sulfate increasing as fuel  sulfur content decreases.

     The increases in sulfate concentration or lack of trends at nonurban
sites on or near the east coast of the United  States are difficult to explain.
There are consistent results demonstrating large decreases in ground level
sulfur dioxide concentrations within urban areas.  Total utility sulfur
oxides emissions were decreasing substantially in almost all of the air
quality control regions on or near the east coast from the late 1960's
into the 1970's (1968-1973).6  The air quality control regions in which
several of these sites are located (Arcadia Natl. Park, Maine; Coos County,
N. H.; Orange County, Vt.) have very small sulfur oxide emissions and the
immediate surrounding areas very low population densities for the eastern
United States.  At the Orange County, Vt.  site there was an increase in
vanadium concentration between 1965-67 and 1970-72 which suggests increased
importance of sources burning high vanadium fuel oil.  However, the trend
also suggests the possibility of contributions by long range transport
from United States sulfur oxide sources which  had increasing emissions
in the midwestern United States or perhaps from sources outside of the
United States.

     The trends at the midwestern non-urban United States sites are
reasonably consistent with the increases,  particularly in utility sulfur
oxide emissions in the air quality control regions in which the sites
are located or from adjacent air quality control regions.  The increases
in sulfur oxide emissions in a significant number of midwestern air
quality control regions east of the Mississippi River was quite sub-
stantial.
                                    25

-------
     The rates of conversion of sulfur oxides appear highly variable.
However, slower rates of 1  to 2 percent per hour are sufficient  to  produce
substantial sulfate concentrations  during extraregional  multiday transport
periods.  The stability of  sulfates compared to sulfur dioxide with respect
to further chemical reaction and dry deposition ensures  appreciable transport
without appreciable removal, particularly from elevated  sources  of  emissions.

     These conclusions have significance with respect to the capability to
achieve reductions in ambient air sulfate concentrations.   Substantial  re-
ductions of sulfur dioxide  emissions within the presently constituted  air
quality control regions (AQCR)  have resulted in only modest reductions  in the
concentrations of sulfates  in the same AQCR.  The analysis of available
results indicates that substantial  reductions of sulfur oxides emissions
throughout large regions will be essential to achieving substantial re-
ductions in the concentrations  of ambient air sulfates in the eastern  United
States.  Long-range transport and chemical transformation of sulfur oxide to
sulfates appears responsible for such a requirement.  The size of these
regions needs to be defined, but probably these regions  would be at least
as large as the geographical regions used in this paper.

     The lack of substantial variations of sulfate concentrations with large
changes in patterns of sulfur oxide emissions has been discussed.  Since
many of these changes occur in v/estern areas that differ with respect  to
meteorological and terrain  aspects, the lack of large variations among such
areas might be attributed to fortuitous balances among various parameters.
However, the consistently low sulfate concentrations at almost all  western
sites strongly indicates that such low concentrations are most likely to be
associated with low levels  of sulfur oxide emissions through large  adjacent
regions or other factors leading to isolation.

     The installation of new large clusters of utility capacity in  western
areas,  if such installations emit substantial amounts of sulfur oxides, may
lead to increases  in sulfate concentrations at locations that are long
distances downwind of such clusters.  Detailed monitoring of the trend in
                                    26

-------
sulfates at a substantial  number of selected western sites appears essential.

     The present discussion is not meant to imply that precise quantitative
experimental results are presently available to define several critical
aspects of the sulfate problem.   The rates of conversion of sulfur dioxide to
sulfates within utility plumes,  plumes from large nonutility point sources,
and urban plumes need continuing experimental  measurement.  The relative
contributions of utility sources, nonutility point sources, and area sources
to surface-level concentrations  of sulfate require much improved quantitation.
Large-scale transport of sulfates in various geographical  regions in the
United States as a function of precipitation and other removal parameters  has
not been investigated, but urgently needs consideration.  The impact of sul-
fates on visibility reduction, materials deterioration, water quality, and
soil chemistry should be evaluated.  Finally,  the measurement instrumentation
and other experimental techniques essential to the success of such field
investigations must be improved.
                                    27

-------
                                REFERENCES

1.  Altshuller, A. P.,  Environ. Sci. Techno!.  7, 709 0973).
2.  Altshuller, A. P., J. Air Pollution Control Assoc., 26., 318 (1976).
3.  The Relationship of Sulfur Oxide Emissions  to Sulfur Dioxide and
    Sulfate Air Quality In: Air Quality and Stationary Source Emission
    Control, Chapter 6, Commission of Natural  Resources, NAS/NAE/NRC.
    Prepared for the Committee on Public Works, U. S. Senate, Serial No.
    94-4, March 1975.
4.  Electrical Utilities, Clean Air Act Amendments and Sulfates, Federal
    Energy Adminsitration of Washington, D. C.   July 2, 1975.
5.  1972 National Emissions Report Cfrom National Emissions Data System
    (NEDS)).  EPA-450/2-74-012.  U. S. Environmental Protection Agency,
    Research Triangle Park, N. C.  June 1974.
6.  Utility Sulfur Dioxide Emissions by Air Quality Control Region from
    Combustion of Coal and of Oil for Period 1969 thru 1973.  Unpublished
    data.
7.  Air Quality Data for Nonmetallic Ions 1969 and 1970 from the National
    Air Surveillance Networks.  APTD-1466.  U.  S. Environmental Protection
    Agency, Research Triangle Park, N. C.  June 1973.
8.  Air Quality Data for Sulfur Dioxide 1969,  1970, and 1971 from the
    National Air Surveillance Networks and Contributing State and Local
    Networks.  APTD-1354.  U. S. Environmental  Protection Agency,
    Research Triangle Park, N. C.   November 1972.
9.  Air Quality Data - 1972 Annual Statistics.   EPA-450/2-74-001.
    U. S. Environmental Protection Agency, Research Triangle Park, N. C.
    March 1974.
                                      28

-------
10.  Air Quality Data for Nonmetallic Inorganic Ions 1971 through 1974
     from the National Air Surveillance Networks.  EPA-600/4-77-003.
     U. S. Environmental Protection Agency.  Research Triangle Park,
     N. C.  January 1977.

11.  Air Quality Data for Metals 1968 and 1969 from the National Air
     Surveillance Networks.  APTD-1467, U. S. Environmental Protection
     Agency, Research Triangle Park, N. C.  June 1973.
12.  Air Quality Data for Metals 1970 through 1974 from the National
     Air Surveillance Networks.  EPA-600/4-76-041.  U. S. Environmental
     Protection Agency, Research Triangle Park, N. C.  August 1976.
13.  Appel, B. R., E. F. Kothny, and J. S. Wesolwiski.  An Intercomparative
     Study of Wet Chemical and Instrumental Methods for Sulfate
     Determination in Atmospheric Aerosols.  EPA Contract 68-02-1660.
     California Dept. of Health.  1975.
14.  Ludwig, F. L., and E. Robinson.  Atm. Environ. 2, 13-23  (1968).
15.  Lundgren, D. A.  Atmospheric Aerosol Composition and Concentration as a
     Function of Particle Size and of Time.  Presented at 62nd Annual
     Air Pollution Control Assoc. Meeting, New York City, Paper 69-128,
     June 22-26, 1969.
16.  Wagman, J., R. E. Lee, Jr., C. J. Axt.  Atm. Environ. 1_, 479-89 (1967).
17.  Wagman, J., Aerosol Composition and Component Size Distribution in
     Urban Air.  Presented at llth Conference on Methods in Air Pollution
     and Industrial Hygiene Studies, Berkely, Calif., April 1, 1970.
18.  Dzubay, T. G. and R. K.  Stevens.  Environ. Sci. Techno!. 9_, (1975).
19.  Lee, R. E.and R. K. Patterson.  Atm. Environ. 3_, 249-255 (1969).
20.  Hidy, G.  M., et al.  Characterization of Aerosols in California;
     Final Report to Air Resources Board of California.  September 30, 1974.
     p. 3-56.
21.  Miller, D. F., W. E. Schwartz, J. L. Gemma, and A. Levy.  Haze
     Formation, Its Nature and Origin.  Final Report from Battelle Columbus
     to Coordinating Research Council, Inc., and U. S. Environmental
     Protection Agency.  March 1975.  p. 40.
22.  Charlson, R. J.,  A. H.  Vanderpol, D. S. Covert, A. P. Waggoner,
     and N.  C. Ahlquist, Atm. Environ. 8, 1257-67 (1974).

                                     29

-------
23.  Spicer, G.  W., J.  L.  Gemma, D.  W.  Joseph, p.  R.  Stickel, and G. F.
     Ward.  The  Transport  of Oxidant Beyond Urban  Areas.   EPA Contract
     No. 68-02-1714.  Battelle-Columbus Laboratories.   May 1975.
24.  Position Paper on  Regulation of Atmospheric Sulfates.  U. S.
     Environmental  Protection Agency, Research Triangle Park, N.  C.  1975.
25.  Vaughan, W. M., R. B. Sperling, N. V. Gillani, and R. B. Husar.
     Horizontal  S02 Mass Flow Rate Measurements in Plumes.  68th  Annual
     Air Pollution  Control Assoc. Meeting, Paper 17.2, Boston, Mass.,
     June 15-20, 1975.
26.  Owens, M. J.,  and  A.  W. Powell.  Atm. Environ. £, 63-67 (1974).
27.  Garland, J. A., D. H. A. Atkins, C. J. Reading and S. J. Caughey.
     Atm. Environ.  8_, 75-9 (1974).
28.  Newman, L., J. Forest and B. Manowitz.  The Application of an Isotopic
     Ratio Technique to a  Study of the Atmospheric Oxidation of Sulfur
     Dioxide in  the Plume  from a Coal Fired Power Plan.  Atm. Environ. £,
     969-77 (1975).
29.  Smith, W. S.  Atmospheric Emissions from Fuel Oil Combustion.  No.
     999-AP-2.  Public Health Service.  Cincinnati, Ohio.  Nov. 1972.
30.  Newman, L., J. Forrest, and B.  Manowtiz.  The Application of an
     Isotopic Ratio Technique to a Study of the Atmospheric Oxidation
     of Sulfur Dioxide in  the Plume from an Oil Fired Power Plant.
     Atm. Environ.  £, 1959-68 (1975).
31.  Homolya, J. B., H. M. Barnes, and C. R. Fortune.  A Characterization
     of Sulfate Emissions  from Boilers.  Presented at the Fourth National
     Conference on Energy and the Environment.  Oct. 4-7, 1976.
     Cincinnati, Ohio.
32.  White, W. H., J. A. Anderson, W. R. Knuth, and R. B. Husar.   Midwest
     Interstate Sulfur Transformation and Transport Project:  Aerial
     Measurements of Urban and Power Plant Plumes.  Summer 1974.   EPA-
     600/3-76-110.   Report to Environmental Sciences Research Laboratory,
     Research Triangle Park, N. C.  November 1976.
33.  White, W. H., J. A. Anderson, D. L. Blumenthal, R. B. Husar, N. V.
     Gillani, J. D. Husar, and W. E. Wilson, Jr.   Science 194, 187-9
     (1976).

                                     30

-------
34.  Husar, R.  B., J.  D.  Husar, N.  V.  Gillani, S.  B.  Fuller, W.  H.  White,
     0. A. Anderson, W.  M.  Vaughan, and W.  E.  Wilson, Jr.   Pollutant Flow
     Rate Measurement in  Large Plumes.  Sulfur Budget in Power Plant and
     Area Source Plumes  in  St. Louis Regions.   Presented before  Division
     of Environmental  Chemistry.  April 4-9,  1976; Division of Environmental
     Chemistry Preprint.  Vol. 16.   No. 1,  42-8 (1976).
35.  Hidy, G.  M., E. U.  long, P. K. Mueller,  C. Hakkarinen.  Airborne
     Sulfate Occurrences  and Aerometric Variables  in  Regions of  the
     United States.  Presented before Division of  Environmental  Chemistry.
     April 4-9, 1976.   Division of Environmental  Chemistry Preprint Vol. 16,
     No. 1. 53-9 (1976).
36.  Brosset,  C.  Ambio  5.  157-63 (1976).
37.  Prahm, L.  P., U.  Torp, and R.  M.  Stern.   Deposition and Transformation
     Rates of Sulfur Oxides During Atmospheric Transport over the Atlantic.
     Danish Meteoroloqical  Inst.  August,  1975.
                                    31

-------
              i
             CM
              to             at
        a         CD  o     -a
        2:   CD    ir  z:   o    z
                                         at
                                   a     •  a
                                                                                                      fc
             CO
             IV.
              I
                                CM
                                CM  a
                                          CM
                                                 *-» 10
                                                 co  co
                                                        CO    CM  CD
                                                                                 o
                                                                                 o
                                                                   CO
                                                                     •

                                                                   10
    CO
    Lul
X  CO
o  <
•—•  o
a  cj

a:  i—
o  s:
u.  =3
 er- =»
a o
             CM
             fv,
              I
             O
to
at
             O
             rv,
             00
             
             at
             U3
              t
—   to

at    CM
                                  to

                    CO       Ot    IV.
                    CO  CD     •    CM
                     •  «£   CO     •
                    O       r—    CD
           at  ^~^   ^*»   oo
           ^t-  rv    -CM
             •  in   co     •
           o  —   i—   o
      at   CM        o    at
i—     -   in   to     >    CM
oo    CM     •   in   co     •
      t—   O        r—    O
      o   CM  to   co    at
CM     •   **•  tO         CM
iv,    CO             CO
      r-   O       r-    O
                                                             as

                                                              in
                                                    in   •*  rv

                                                         oo  CD
                                                     CM
                                                 co  r~-
                                           CO     •
                                           r^^   at  to
                                             ft
                                   O    CM  to
                                                        r—    00  O
                                                                                G3
                                                                   O
                                                                   CM
                                                                                o
                                                                                CM
                                                              CM
                                                              «*-
                                                              CM
                                                                 CM

                                                                 CD
                                                                                     at
                                                                                     to
                                                                                      at
                                                                                      in
                                                                oo

                                                                CD
a;  uj
LU  2:
>•  *-•
O  UJ
ZS  I—
•—4  LU
a: p
CO
«o
 I
to
t£>
at
IV.
to
 I
10
to
at
      rv   co  co    TT   *-•
CO         CO  to     -CM
rv.    co     •        co     •
      r-   O        *—   O
                           CM

                            CD  CO
                 «—    OO   CO  Iv.    tv,
                 at                         ca
                       co   CD        co    z:
                                   •—    Iv,    .
                                         •—  o
                                   ir>    co  r-

                                   0    _:*=•"
                                   r—    OO
                                         r—  O
                                                     CO
                                                     u>
                                                     co
                                                                                o
                                                                                «0
                                                                   in
                                                                   CM
                                                                                      in
                                                                                      to
                                                                                      in
                                                                                      to
UJ UJ


UJ <_>
ua •-•
oc a
to
to
 i
         to   to
         r—     •    O
         r—   CO    =T
                     Ok

                     CO
                           CM


                           o
                                                    "*    CM  i—
                                                    rv     •  CM
                                                                   to
                                                                   CM
                                                                                 CO

                                                                                 CD
o       in
z       to
»-»       I
         co
  -       10
UJ       cn
                     •—»   o

                     1^    co
                    a  to
                                   .—•   CD
                                   i—      -a
                                   
-------


























































^. ^
•n
CU
3

O

.* 	 .

1— 1

0
J3
*
 if)


•
r^
,
Z.
1*
>^
^ *
•r-
0

>^


>^
U7
(/)
J-
ai
T3




a Q
2: 2:





Q Q
2; !^




CO

2. CM'




rti
^-x CO
cn
^f CM
^^^ r—




CO
0
1^. CM
•~



r— !*•»
O •
•— CM
r—



CO CO
CO •




cn cn
•3-
r- in




^j- ^}-
r^ •
•— vo




CO CO
CO

*—


CM
1
CM ^J-
O O
to t/)






•
*~3
•
S"

<«
y
i.
























CD
2^





Q
p*;





Q
^



ro
r*~~ x
o
o
f^
». — -




cn
o
r"




CM
co
1



co
CO
•~


•
^~
CM
10
X~""»
P—
•
0
CM




a
2;

(O
,— X
CM

O
CM
* — '




Q
z:



CM
1
•d-
O
VO






















o
"2Z.





0
z.





o
2;






Q
21


























a
ZI



ia

o
in
* —


10
*^"-x
CO
ID
*^^





ID






CO






CM
cn


10

CO
O





Q
•!?*•




CD
z;






CD
Z.





CM
O


*
fO
a.

*
*o
•r-
^r
Q.
r—
OJ
-o
(XJ
r~
•r-
±^~
Q_
(O
CO


r—
*"*^'



CT»

^}-
r—



r^.
•
t»^
r—




U3

CO
r—



O

r—
CM



O

t —
CXI


^^
•
o
CVJ



CO

r—
CM


10

CO
CM




O

«^J-
CM


CM
1

O
























d
•z.





CD
ZI


lO
^— ^
^f
CM
•
O
" —



o
C»l
•
0



CO
CO
•
0



in
CO
•
0


in
CM

o

to
^-^
0
CM
•
O
IO
*— ^
0
CM
•
CD
^"'^ *

(O
*^— *.
LO

•
o





^»























a
z:





a
z^





Q
iC




It)

ID
OO
v^ ^


to

CO
in
^h_^




r—
ID




*>f"
CO





^^
f-.




CO





lO

CM
VD





CM
O



•
^-.
Hi
a

»
c
0

cn
t;
•t—
E
r—
•*"•*
^




•
»- •
r—

fO
.^ — *
CO

t—
I—

to
*^-%
CM

CO
r—
**-*

rO
^-^
LO
•
^3
r—
*•— '


|^s.
•
f*^.
r~



r~*
*
CO
r—


CO

ID




CO

in
r—


O
*
ID
r—




CO

ID



CM
1

O























o
*s





Q
z:





CD
z:






Q
z:



-------
o
u
41

tf
CM
r—
co
t-.
i
^«
r-
cn
CM
r-.
i
o
r-.
en
O
rO

cn
CO
^— •»

«>
x-^
CM

^— ^


r^
i
C7>
to
en
• —


ps.
^J-


o

i
CO
to
cn
cn
to
i
to
cn
CO
vo
i
to
to
en
^
to

IT)
10
cn
to
to
i
^^
to

r_
rO

to
in




Q





a
•z.



CM

^~



r>.
f~
r—




t—



^4*
«
in



o
*r
r~"


CTv

in



r—
•
f>^.
•""


cn
•
^-





cn
•
P«*
^~
CSJ
1
^J-
o
U5


















CO
o
ra
cn
0
•
o
**_•*

«^
CM
T-*

0
^"^

*5~»
in
CM

o



CO
CM
•
o


CM
CM

O


T—
CM
•
O


fs^
f—
*
o


to

«
o

ro

CM"

•
o




>



















0

a
^^






a
^:




a
z





^^
^}-



cn
in




cn
f^.



ro

^^,
CO




o
z:






Q
2;



CM
O
to




•
o
•
a
c
o

O)
c
•f—
JC
U)
ra
3
ra
CO
*
CM
nl
CO
•
CM
g—
^_-





(^
2C

ia
CO*
*
CO
r^
'
ro

to
*
^^»
^^
*—*


in
CO
r^^


UT>

CM



in
*
CM



co
•
^*.
i~*




CO

CM

CM
1
*3*
O
10


















Q

O
2?






a




fmm
r-"
•
O



CO
r-"
•
O


CO
•
o


CM
i —
•
O
id
^~^
«d-

•
O
(0

o"
r-
•
e-^
•^^




O
^




>•



















1

1








1




CM
to





r- •
^^



0
CD
"""



cn
r~*
•~



CM
CO
"~




to

r-.




f^,
^J-
""


CV
r~~j
CO


1/1
(U
Cr.
ro
t-
0)
tj-

f-.
ro
C
o
•r-
Cn
CU
a:
*
CM
CM

CO
^~
•«^»





•
in
r~

IV.
•
IT)
r—



CM

to
r*



cn
•
VO



CM
•
f"V.
r~


f">»
•
^,
T~



CM

CO




^J-
•
CO
""
CM
1
^j-
O
t/)


t/>
OJ
cn
ro
S-
QJ
ff_

r~
ro
c
o
•f—
cn
01
ce
i
i









i


in
CO

o



to
CO
•
o



co
CO

0


f«*
CM
•
O


en
CM
*
o



cn

•
o

ro

«*-

•




5^



in
,

                                                                                                      CM     i—
                                                                                                       i.
                                                                                                       o
                                                                                                      
-------
     D_
     O.
     to
     CO
Ul
o
X   U.
o   o
     CO

     3

     CO
     LU
C£.
O
     Oi
     UJ
     to
     UJ
 g -
 Ul  O
 >  Ul
 C3
 z:
 Z  LU
 =3  1=1

 "  K-
 o:  o

 ui
     to
  i
 LU  eC
 a:  c?
 I—  a
 CM  Q
     z
 LU  ^-
 _1
 03   "
 eC  to
 I—  LU
1
04
&

Q • Q
r—

CO
f**»
1
r—
^^
Ci
CVJ
r««s
i
o
r-
cr>

(O CD
*-~^ r** ^^»
to • to
in r~ - —
«-^ r—


LO
*r • o
in cr> z
"~

i—
^^
i
CT>
to
cn
re
^•X
CO
i^— • |— «
to co co
^3-

o
i^.
i
CO
to
en
CM
to
1
^^
to
Cn
CO
to
1
to
to
?
^
to
1
If)
to
en
i —
to
to
1
^J-
10
en
in
to
i
CO
to
-
c
to
+J
3
' —
o
O-
re
^•^
to
0 • 0

^


^J-
CO • CM
r^ in ro



LO
CO • 0
Is* «*• ro
•~


^^^
r>i • to
CO CO CM



r—
O • CO
en in CM
*~

ttf
ro - — .
en • o
co to CM
*~~
CM
1
CM ^j- CM
o ro o
to to to



•
10
a.
*
- c
Cft O
U (/> f
-Q Q) =
10 f—
(!)
4->
•r—
to
4-> i-
+> to-
•r— t~
Ou t_>
CM

CO



O
•
CO



J^s.
•
0
CM



to
•
CO
CM



CM

ro
CO


to

CO
CO


o

*3-
CO


CM

ro'
CM


to

in
CM


CD
•
in
CM
CM
1
^~
0
to









0
»
•
£



a
z


re
^-^
o
CM


re
^— «^
LO
CM





to
CM





CO
CM




CM
CO




CO
CO


re

ro
^J*




o
27




f~\
z



CM
O
to


O
•r-
c~
O
»
1—
+J
a)
c
•r-
O
C
•r—
O
CT>

PI



f*^
•
r~*
i—


O

C\J
r—



r—
•
CO
•—



vo

CM



C7>
•
r—
i—"


cr»

r—
^"


o

CO
r—


r""
•
^t"
i—


CO

CVJ
p—
Cvj
J
*^"
o
to
















f-**
•£-,




1=1
zr


re
»^-^
LO
CM





to
CM





to
CM


re
^-^x
f>^
CM




Q
Z




0
z




Q
Z




Q
Z



CM
0
to



O

x:
o

A
13
•i
3
1—
o


o
2=
a)

*3*
•
f—
i_
"^^ *
ITJ
*^*fc
*^~
•
f—
c.
re

to

i—

^-^
re

o"
*
CM
,_
*~*


O

f—
*~


CM

CD
r~


O

^_
"~


in

^«
•""


to
•
o
"
CM
1
^^
CD
to
















a
z


re

o
ro




CO
CM





en






«^-
f-~




ro





to
CM




CO
CO




^m
^
re
0
o

co"
r—



r-.

in



en

ro
r— •



Cft

CM



CM

CM
fm^.



CTl
B
r™
r—


y_a
•
O
•""
re

to

0
r—
re

f^
*
O
d.
rtJ
^-*^
O

1—
^«
CM
1
^
o
to















                                                                                                        •a
                                                                                                         a>
                                                                                                         o
                                                                                                         u
                                                     35

-------






























^o
o»
f^
•r*
+•>
O
O
*""'*
CM
QJ

3
rt)
•a-
1
CM
f--.
en
CO
en
F—
CM
fv»
o
f-
en
r-.
i
en
to
en
O
i
co
to
en
en
vo
i
VO
en
CO
to
i
to
to
en
to
i
in
en
f—
to
to
1
^"
en
r~
o
o •
z in
rO
*-^ in
CM in

o
o •
z to
^—
ro
**">x ,
r— O
*rf* •
•v-* «^-

CO
CM

*""


r—
in co
r~

*^-
to *
in co


en
o •
to co

i —
CM •
to *t
*~


in
to
i
CO
to
en
1

o

r—

o

1^
•~


oo
»*
r—

in
•
CO



•
CO

CO
•
^f
1



o>
in



z
K3
CM




o
o



t--.



CM

1



^ 8
r—

O>
*
r^*
•""


r^»
•
to
r-

to
•
in
?—


oo
co
r~

in

en


^
•
10
f~
rx
«
r*
'



«*•
oo*
r—


O)
CM
1
CM ^1"
C^ CD
10 tO

«k
i
o
+J O
(/I f-
fn f~
c o
3
o
>-
CM
1
CM *J~
O O
to tyi


tt
-o
c
0

fb^.
o
CM
1
CM ^r
0 0

^
•I—
s;
A
4J
•t—
O
l-
+J
O)

CM

CM *1-
0 O
to to
*
in
•r—
r—
O
a.
at •
c -a
ro c

•o
f~
»--»
c<

CM
O
10
*
0
en
ID
O
•r~
_c~ »
<-> "O
C
4-> i-*
t/1
fl3
UJ
                           36

-------














































rf""^
•o
3
c

^J
c
o
u
*^"
CVJ

QJ
r
r>
ro
1—





















10
J*
i
CM
CTl
r—
p_
Q
"Z. LO
^

CO
I--.

r—
CTl
It]
*— • LO
O
LO LO

"""
CM

1
0
CTl
1
CTl
LO
CTl
O

1
CO

CTl
«i

vo


VO VO
CM •
1— LO



CTI r--
LO •
1— LO
r~

CTl
VO
1
1--.
LO
CT.


O CTl

CM «*


CO
LO
|
IO
IO
01
r—
LO
1
LO
LO
CTl
t~~*

^*
CM
CM CM
CM i—

— . CO
LO •
<• CO
CM r-
^^


LO
LO
1
«^-
LO
CTl
r~

LO
Q
•Z^ LO
^~



LO

1
co
vo
CTl
r—


CO
o •
y ^^
i—


^j
C
IO
f *
Z>
r—
*O
a.

CM

CM <*
0 0
00 OO




£
*"
M
0
cn


tO
' — » CO
f^, •
t— O



CO
Q
z: o

to
*-~- oo
VO
i— CTl

VO
CO
CM O
r—




O
CM
CO O
*~


r—
LO
CO O
r™

CO
CTl
CM CTl





CO

CM O
r—






IO t**»
*^~* •
CO CTl
r—
• — *

CM
1
CM ^J"
O (^)
LT> 00

•
U
U)
s
aT
ea

13
IO
s

•r-
2£
(O
CO
C3 .
^r LO
^I
IO
,^^,
VO
o •
:z «±
C-


CM
o •
2: IO


r_
VO •
«* IO

*-O
^1" •
IT) LO
r—




OJ
CO •
^0 LO
!"•


VD
r— •
I"*- ^J
f—

^
LO •
t^- CO
l-~




CTl

i «d-
r—






CO

( ^J*



CM
1
CM «3"
CD 
oo oo





Q>
f— cn
to IO
C i-
O Si
•r- >
CTX-C
O)
cxl













































•
to
S-
11)


CO

VH
o
CM


g—^
C
o

i.
o
VI-
w

_Q
rt

••-
>
IO

OJ
c:
§
s-

W)
ro
0
2.'

(O
37

-------
a
«c
Ul
a
*— 4
g
*— 1
a
OS
e
in
ae.
o
u.
°s
a
^
t/1
Ul
C2
3
Ul
>
•a:

o
Z
1—4
z
Z2C
OS
Of
s
>-

Ul
Ul
Oi
3C
I-


•
CO
Ul
_l
CO
«c
H-























Ul
1— 1
to
1
o
KO
S
a
Ul
z
i— i
Ul
Ul
a
i-
o
z

«/>
Ul
5
1— 4
a
z
1—4

a
z


•t
t/>
Ul
I—
<
u.
•J
oo

























ri
CM
P-.
cn
ro
r-»
r-s
en
t—
CM
r-v.
CD
r*.
cn
r--
t
en
VO
cn
o
i^
oo
vo
cn
cn
vo
i
f-
vo
CT>
r—
00
vo
1
VD
VO
CTl

a
z
o
10
co"
CM
ro
ro
ro
ra
vo
ro

a
z



1^
VO
If)
VO
cn


a
z



vo
vo
i
**•
vo
cn




o
z



in
vo
i
ro
vo
cn
+j
c
>o
4J
=1

*O
CL-



a
z



CM
0
t/5





IO
>•

M
^^
r~*
o
01
*J
•1-
(/)
v>-
J-
O
Z
00
r—
r--
O
•
CM
0
•
CM
«<•
CM
O
•
ro
r—
^1-
•
r—
i"-



O
CM'



ra

ro

CM

^.^

id

«*
•
TT
^-*
CM

»*
0
to
















CM
O •
z en
id
IT3 ^"^
'-^ CM
CO
r— CM
id
id ^"^
— • in
cn •
i— en
P °.
CM cn
nj
oo in
CM •
« 	 - oo
 «/>





CO
u

«
ID
+->
C
10

4J
<:
o
id
in
id
i-»
oo
id
o
r—
Id
O

O
Z




a
z






o
z






a
z



CM
0
to

•
id
_i

vn
c
id
OJ
r*^
i_
o

s
V
z
00
cn
ro
•
00
«*
•
oo
r^
•
r~
cn
•
r«.
vo
*
r>.
ro
•
i>»




vo
•
r~




id

VO

r^



ia

o
•
en
CM
i
*3-
0
V/J
















a
Q
z
o
z
ra
CO
t— •
CM
«4-
CM

1^
CM




in
CM






CO
CM





id

ro
CM


CM
o
vr>

•
c
c
£

M

JC
ISI
to
Z
in
•
r—
r™
ra
CD
•
r~
r—
Id
^"
cn
n>
"In"
cn
in
•
cn
9
O
r—
ro
*
o
r—



CO
•
O





1™"*
*
o
r—





CM
•
O
CM
|
«*
O
io
















a
a
z
o
Id
ro
r—
a
z
id
r—
CM
id

CM
ro




CM
ro






in
CO





id

CO
ro


CM
o
t/i
*
c
c
ai
h-
«
ro
cn
O
o
c

10
J^
O
a
id
cn
•
r—
r—
CO
•
F—
r^
•
•
r—
iD
*
o
CM
•
cr>




,_
•
cn






<*
•
cn





ro

cn
CM
i
4
o
to
















                                             T3
                                             
-------
            CM


            CTl
            CO
             rtj


              co"

        Q    CM
                                             cn

                                             o
             I
            o
                    Q    O
                    2:    2=
             i
            cn
              CM

              CM
o
CM
CO

o
            CO

            cn
                    cn
                    ro
                                       CM   o
            cn

             i


            cn
              CO


              CO
CO
CM    O
            CO
            to
            10
                          cn

                          CO
            IV.

            U3
             1
            in
              10

              CM
      o

      o
•o
 
oo


            CM
             I
                                         CM
                                       O
                                        Ol
                                        cr>
                                        
                                                             1C
                           39

-------
                       o
                       z
                           •   OO
 I   LU
LU   I—
LU   -.
t—   a
«*•  Q
    z
LU  **-*


CQ    •


(_  LU



    |



    to
             LO
             to
             en
             to
             to
              i
             «j-
             to
             en
             LT)
             vo

             oo
             10
             en
              o
              a.
in
ro
                            o

                            to
      en
        •

      LO
                            to
                              •

                            LO
              cu


             oo
                       o c
                       a. c:
                       ra i-
                       0) 2:

                       c
                                    to


                                     CM
                     CM
                       •

                     to
                                            ro

                                            to
                     oo


                     LO
                                                          03


                                                           CM


                                                     Ct    to
                                                           to
                                                    CM
                                                     •

                                                    OO
                                                   rtJ

                                              a    to
                                                                   to
CO    LO

      to
                                                             oo
                                                                                                  CM

                                                                                                  CM
                                                                                  to
                     to

                     to
                                      to
                                      ai
                                                     JD
                                                     O)
                                                                     to


                                                                     O
                                                                    CU

                                                                    cr
                                                                     3
                                                                    O
                                                                                   •r-

                                                                                   O
                                                             Ul

                                                             ID
                                                                                                   CU


                                                                                                   >O
                                                                             IXJ
                                                                             C

                                                                             o
                                                                            •r-
                                                                             CD

                                                                             CU
                                                                                             V)


                                                                                             as
                                                                                             
ai

to
CM
^tf"
O
oo




CU
1 —
.a
(O

ia


-------


o
•Z
UJ
Q
t-H
X
o
1— i
o

§5
u.

--^
to

n<
O
ll—
CO
e

cn

^»x

CO
13

r^
UJ
>

IS
•z.
•z.

C£

o:
s

1
UJ
UJ
c£

p
t
ir>

UJ
i
CO
 ^^*
«> CO

*•— * *tj-
•^^
f"~
(O
0

i
CO
vo
cn
4*^^%
IT)
to
r™ *3"
N 	 	


cn
vo
1
f^
VO
cn
r-
(O
*""••%
o cn
CM
CO
*~^


CO
vo
1
vo
vo
cn


o cn
CM •
co


VO
1
in
vo
cn
r—

o o
CM •
•ef



vo
vo
1

vo
cn
r»-
in
vo

CO
vo
en
•
-u
c
TO
^j
3

O
a.


cn co
>~ •
«q-


ia
ff-^
cn r-.
• •
^~ ^^*
\~^

CM
1
CM ^J-
CD C
CO CO


.
o

o
I ^

«
f-
QJ
0)
4J

CO
>
t:

a
Q
z.
o
z



n)
x— ^
CO
p~*
*^^





co
r-*





r—
eg






CO
r—




UD
r__






VO





n3
,«^-s,
in
r-~
*«-^

ro
ro
in
Lf>
•
vo





t--.
•
vo





CO
•
in




CO
•
in





CM
•
in



CM
*
to





*3"
•
f*^




cn
•
p«x


z
z:
Q
2T



(O
,»*-^»
CM
r—






r—
f—~





vo
r**





rtJ
^-x
f*^.
r—
"*-*



Q
2:






Q
^





Q
^^


CM

CM
c^.
CO

„
^>
•i«
O
JT
ai >c

10 Z3
_i

4-»
r—
fO
CO
1
^d"
^3
CO
















CM
0
CO



•
O

3

«
i-

10
CO
in
in
vn
•
in





CO
•
in





vo
•
•tf"




O
•
tj-



to
^—%
CM
•
CO
^^



a
z






Q
Z





Q
^^


CM
|
*f
O
CO















CD
•^ l^«
in
z vo
en
a
z vo





en
o
•^ f*«h




(O
^-^ 10
CO





CO VO
•
vo




(O
^^ in
cn «




r—
Q
z: in



1C

^*-
Q
z in
*M*

n)
*»^*
CD
Q
z in
>.^

CM
1
CM *!•
0 C
CO CO



•
TO
r—
*^
O

w
10
to
r—
3
t-
ra
vo
C3
z in
Q Q
vo
a
z vo



TO
- — s
h-
o
z in
* — •



Oi
• — • CO

* — ' KJ"




O r—
r~~ •
^J"





O CvJ
^_ •
^3"







to
^«-%
VO

vo


CM
1
^>
CD
co















41

-------An error occurred while trying to OCR this image.

-------


a
z
<
LU
a
fr-H
X
o

a

C£
u.
^J
™1
CO

o;
s.
^^
CO
E

o}
=1

to
^ t J
C3
S
Ul

•a:
u
z:
z

^3
cc

o:
•a:
Ul
>-
i
Ul
Ul
C£
£

.
CO

LU
i
CO
•a:
I—

























CO
UJ
t—
t— 1
co

^_
CO
§
o

1—
CO
LU
3
•a:

ff~^.
Q
LU
z
t— <
t , 1
f—
LU
a

l—
o

CO
LLJ
t-
—

^^*



CO
CM

^_


IS
*^^«.
LO Tl-

S 	 ' «J-
•—

 ^"^
y ^»




CM
1
CM »S-
0 O
to to





«
JC •
U M-
ro i-
03 T—
03 ra
O
cr.
c
o

ra en *™^«
CO C3 — •
ro
^""•* CO
CM • Q
i—O Z
ra
*~+ LO CD
O • Z
•— o
' — o


ra
x— * /o

^ • co"

^-^

(0

CM i*^ cn
f~~ *
en



fl3
*^** 






•
**-
•1—
r—
HJ
<_>




rO
- — • CO
— -* CO
***


CM
1
CM «*
0 O
CO CO



*
o
o

•r- •
0 t-
C- **"~
re «—
J_ ro
U- (-1

C
ra
CO
Q C.T
rO
CD CD
^»»
CD
O
Z 0






Q CO
Z
CO



O CD
^T"* «
00




CM
a
z i~*



X"^ f™
CO •
CM r--
^— ^


ra
^^ CM
CD •
CM OO
«^^*





^~ r*^
CM
00



ra

o """•
CM (Ft
*-: J


CM
1
CM «*
O O
CO CO


•
cn
2
O

»
TQ
C
«J
r—
ij *
s~
o
a.
o
ra
CM
ra

co
CM
**-*'





o
CO




0
CO





^^
CM




^
CM





O
CO







LO
CO




ro

LO
CO
XH^




CM
O
CO



•
JC
VI
s


•t
V

-4->
^ *
*
OJ
CO
ra
LO
co
co
CO
ra
•v^
,
CO
— •





CO

CO



CM

CO




co

LO



CM

CO




LO

CO






f^
•
CO




LO

co



CM
1
0*
CO
















Q
z:
Q

O
z:






cn
t—




fM
CM





CM
CM





|






1








1






1






CD^
CO

CU
Cn
rO
J-
cu

ra

i — •
1C
c
0

Ol
cu
a:
LO
CO
en

cn

oo





r«
•
cn



*^
•
en




CO

cn




i






i








i






i




CM
1
1 o*
CO
























































•
co
J-

CV


CO

o
CM

>^
r-*
C
O

i.
*•
CU

ra
1—
•r-
ra

ra

4J
c

£
cu
J_
^J

ra

y
ro
43

-------
               i
              oj
              en
                in
                 .-•
                10
      in
Q      •    o
•z.    oo    z.
                                                                  VO

                                                                  en
                                                                                                              OJ
                                                                                                              r>
                                                                                                              c
               I
              r—
                              VO
                                                   CO
                                                                   *~**     CO
                                                                   in           Q
              o
              r-»
              en
                in

                vo
                                                   oo
                                                                        oo
                                                                  i—    O
                                                                  en
                                                                                 in
                                                                           o    o
                                                                                         en
    in
    ui
  -  00
LU
Q  Z
1-4  <
X  CO
o  a:
oc  z:
_J  
                C
           re T-
           *z oo

           a
           •r—  •
           •a  •
           fO -^
           CJ OL.
                                              O
                                              o
                                o
                                o
                                o
                                                                   o
                                                                  o

                                                                   01
                                                                   en
                                                                   c

                                                                   £
                                                                  o
                                                                                  8
                                     en
                                     c
                                                       44

-------
             I
            CM
            I—.
            CT1
                                                                                          T3

                                                                                          ZJ
                                                                                          C
                                                   Ol
                                                     •

                                             Q    i—
                                                                              O
                                                                              U

             I
            O
                               Q
                               Z
                                       0
                                       z
                                                         o
                                                     O   i—


                                                          CO
 I
Ol
vo
o>
                                     0
                                                                       I—    If)
                                                                         •    co
                                                                       r^    o
            CO
            VO
                         C
                                 Q
                                 Z
                                                         CO
                                                         o
                                                    o

                                                     co
                                                         u

                                                          o"
                                                                CO
                                                                o
en
vo
 I
f-.
VO
Oi
                 (8    ^~*
           43     •—•   r—
            --»   CM   CM
            in      «   o
            •—    o     •
            	    r-   O
                                                   O    CM
                                                         CO
                                                   CM    O
                                                                       CO
                                CO
                                O
CO

-------
             CM
             r-
             cn
                    o
                    z:
                     a

                     co

                     CM
   a)



    co
in

co
                                                                   •o

                                                                     in
                                        en

                                        CD
                                                                                                                 0)

                                                                                                                 c
             CO


               I
                                   10
                                                      •o^

                                                       CM
                                                 CO
                                                                             03


                                                                              CO
                                                                       en

                                                                       en
                                                                     o
                                                                     o
             o
             r-
             en
                    CO
                                            o    •
                                            •—   co
                                              o

                                              CO
                        CO

                        o
                                                                       en       •—
 i
en
vo
en
                    CO
                                   o
                                            CM
                                            r-   co
                       x>

                        en

                        en
                                                                             ro

                                                                              ccT
                         vo

                         CD
co

en
                    in

                    en
                                                 CO
                                                            en
                       -o

                        in
                          *
                        en
                                                                              CO
                         CM

                         o
                                                 co

                                                 en
                                                                                                      ia

                                                                                                       co
              en
              vo


              vo
              en
      co

      co
                                                 en
                        co

                        co
                  ro
                  *~>    CM
                  O
                  r-    cn
                                                          en

                                                          CO*
co
co
 i
vo
vo
cn
                    en
                                   o

                                   en
                                                   O  O.
                    cn    *r-
                    CU 4->  CO
                    3  co  co
                    TD  ra •!-
                    •t-  rjj  v>
                    s:>—•  i/>
                         0*
                         CO
     CM
      I
 CM    «3
O    O
CO    CO
                                                                 +->
                                                                 U1
                                                                 re
                                                                 0)

                                                                 4J


                                                                 o
                                                                 to •
                                  CD
                                  CO
                     o   •
                     10 >-
               01
              •»->
              CO
                                   8
                                    ro


                                    O
                                             •O
                                O
                               U


                                0)
                                o
                                s_


•
"O
c:


«
•
o
o

0)

$-
ro
0-
in
01
cn
ro
s-
01

ro

r—
JO
C.
O
*f~
cn
QJ
cc?
ro
>• O)
Dl
• ro
. a.
_^
o- •
jn
^: ro
ro O
o -o
•U c
C ra
ro C
r: O)

0
,
CO

*«
•
o
o

~^3
C
••a
r—
JC
O

G£
                                                         46

-------
CM
cr>
                    cn
                    00
                                      oo
                                                      10
                                  ro
                                  CM
                    oo
                    ro
                                                                                                                       X)
                                                                                                                        0)
                                                                                                                        3
                                                                                                                        C
CO
 I
                             CO
                             CO
O
 co"
                                                 CM
                                                 CM
                                             CO
                                             CO
                            (O
                             O
                             CM
                                                                                                                       §
                                                                                                                       O
              CM
              r-.
              O
              r-.
              cn
                   10
               in       co
                                        co
                                        co
                         ro
                         CM
                    co
                    ro
              cn
              co
              cn
                        o

               in       co
                                                                                                    nj
                                                     cn       r—
                                  ro
                                  CM
                    co
                    ro
              00
              cn
                        u
               in       ro
               in       cd
                                                                       m
          a
          z    in
cn
  *
CM
ro
ro
 to
  o"
  CM
              cn
              to
     
                                                                                  CM       •—       ,—
              co
              in
              co
              cn
                            rt)
                                        O
                                        in
                                                 CM       i—
                                                      o
                                                      CM
•a
 
                    3
                    O
                                     4- fX
                                  +-> O O-
                                  CO    •»-
                                  a) +j co
                                  S co co
                                  "O Q) *r~
                                  •I- X \fi
                                                       C
                                                      •r*
                                                       (O

                                                       C
                                                       3
                    CO
                    CO
                             O
                             O
                         10
                         01
                         cn
                         n)
                         0)
                                               5
o
o
c
0
v>
vy
O
(U

>^
5--
1
o
en
^>
c
O
s:
to

r—
n)
C
o
•r—
co
a>
o;
0
o
c
0
c
c
ro

CO
                                                               CO
                                                                2:
                                                                
                                                                4J
                                                                CO  •
                                                                O J^
                                                            47

-------
                                                       in
                                                        •
                                                       in
                                                                                           to

                                                                                            CM
          ro
          r-.
           i
          en
o

CM
                       X)



                          •

                        CM
                                            10
                                              •

                                            in
                               r-.

                               in
          o
          r-
          cn
                         CO
                           •

                         CM
                       •o

                        CO

                        CM
                               CM
                                •

                               <£>
                                               KS


                                                O
                                                 •

                                                CO
                                                               10

                                                               in
          r-.
           i
          cn
          vo
          cn
               CM
                 •
               CM
         •O




           CM
                                   f—       O
                                                         oo
                                                           •
                                                         in
                                                                        en
                                                                          *
                                                                        CO
                                                                           00
                                                                             •

                                                                           CO
                                                                                           o%
                                                                                             *
                                                                                           CO
               ro

                
>O
en
«*•       en
  •         •
r—       O
                                   CM
                                                       cn
                                                                oo
                                                       CO       i—
                                                                         co
                                                                           •
                                                                         ro
                                                                        (O
                                                                          *

                                                                        CM
                                                                    ro
                                                                     •

                                                                    CO
                                                                                     o
                                                                                       •
                                                                                     CO
IO
 I
in


                o>
                         d>
                         cn
            10
            c
            o
                                   &
                                                      I/I
                                                      03
                                                      X
                                                      
                                                                                   o
                                                                                   o
                                                                          CM

                                                                             <*
                                                                            O
                                                                                         CM



                                                                                           0*
                                                                                            
                                                                                                     0)
                                                                                         (/>
                                                                                         ro
                                                                                         O)
                                                                                                                   ro
                                                                                                                  XI
      
-------

3EZ
zl—J
I-H
§
|
0
«*
to
UJ
•*
U-
.-1
to
•t
UJ
o
X
o
t—t
o
o;
u.
_I
=3
to
a:
0
u.
CO
E
cn
_3

to
UJ
CO
g
UJ
;>
«C
13
^

Z
Z
ce
o:
«t
UJ
>-
UJ
UJ
O£
n:
t—


•
CO
UJ
I
CQ
<£
p






to
UJ
I ,
r^
to
— *•
^.
CO
rv*
^3
CQ
to
CD
H-I
a
•z.
o
cn
on
rD
to
Q
«JT
z
UJ
Q
^£
CJ

•a:
i— i
— r-
O_
_l
LU
§
1—4
"T™
_L_
o.
2^

to
uu
1—4

Q
^
I— i
O
^•x






r-.
CM
r--.
cr>
CO
r^
i
t-~-
cn
CM
fv^
i
0
r~-
cn
Q
"2Z.
IO
o"
LO
(C

o
vo

i—
|s^^
p^
en
10
cn

(£>
VO
*~

o
!~N
CO
IO
cn
CO
r>.

cn
10
r~»
to
cn
r—

CM
cn




CO
to
1
i£>
to
en
r~
«J
CO
O


h-.
to
i
in
10
en


o
z

to
to
i
^j-
to
cn

o
z:
*~~ i

-t->
c
.13
4J
n

i —
o
0.


cf
to




•
n}
O.
M
fO
•r—
_C
0.
o
XJ
OJ
+->
•r-
IO
to
•r*
JC
O-
oo
-*'
1—
cn
•*"
r-.
i~~
r—


IO
CO*
^~


0
1— •
CM


O
CM



•*
O
CM




CO
•
CM

to

CO
CM


CM
1
0*















a
z
o
z
a
«s-
CM
•
CD


0
CO
O


CO
CO
o


in
CM
•
o



10
o"
CM
O
^ '

to

o
CM
«
0
s — *

fO_^
in
i—
o





>•














CD
a
z

C1
z:

A3
o"
O


cn
o


OJ
CO
^~



CO
CO
1—


IO

UD
CO
t—


a
•z.




CM
O
to







•
•-3
•
Z
*
C
CO
•o
*
(_]
o
m
rj
cn
in

•
cn


o
CD*
CM
















                               CM

                               o
                                1 —


                                CD
                    1=1
                    z
                                                       XI
                                                       (1)
                 o
                 o
           o

           CO
                   rtJ

        (W           •*
        ^^   «s-   o

        2   .-'   o
     PO
     CO
     CO
     to
     CO
           o
           CM
           CM
           O
           CM
           co
                 o
                 co
                 tO
                 CM
                 O
                 CM
o
CM
           cn   to
             .i—
           i —     •
           CM   O
          CM
           I
       CM    «d-
      O    O
      IS)    tO   >
      CD
      cn

      £
      CJ

      <
                         to

                          CO
               0
                •

               CM
               •—   in
         oo     •   vo
         r—    CO   O
                          OO
         O
         CO
                          CO
                          CO
i—       Q
                                      CD
               i—    O
               I—     •
                     o
s
CD
                     CO
                     O
             CM
               I
           CM   «tf
         O    O
         to    to
                           o
                           i.
                           o
          IO

         5
49

-------
            I
          CM
          ro

            i
                 O    Q
                                      o
                                                                                       I      I      I
          CM
          l-s
                 Q     •    O
                 Z.    O

                       r-    O
                                       a
                                       z
            I
          cn
          vo
          cn
      o
      CM
ro    o
  *      *
•—    o
                                      vo
                                      CM
                                                  VO
                                                  O
                                                          rt»
                                                VO
                                                CM
                                                                       O
                O
                CM
          00
          vo
           cn
           vo
            I

           IO
           cn
            CM

            CM'
                             vo
                             o
      CTl
      ro
                       CM
                                           ia

                                            CM
                                       vo
                                       o
                                      »••»    i—    o
                                      CM    r-    —
                                         «

                                          c?
                                    ro      «
                                    CM    i—


CVJ
ro

"O^
CM

ro
r—
10
cn
o

o
*— "


ro
CM

IO

cv?

cn
ia

r-»
in
o


co
CM

                      cn    vo    .—
                CM          O
                CM    i—      •    CM
                      r-    O      •
                                                               r*^   CT>    •—    r—
                                                                     vo
                                                               i—   o    in    co
                                                                                                    vo
                                                                                                      •
                                                                                                    ro
co
VO

vo
VO
cn
                       00
                             vo
                             vo
                             o
                                                  vo
                                                  cn
                                            **•    O
                                    CM
                                    CM
ta


 CM
   •t

 cn
                                                         ro
                                                         ro
            vo
            o
                                                                                                  VO    CO
                                                                                                    •      4

                                                                                                  ro    f—
                                                                                                              ro
           10
           VO
           cn
vo
vo
 I


vo
Ol
r—
                ^-»    r-s    CM
                to          oo
                in    I—    O
                 ra
                           CO
                           ro
                                                  vo
                                                  en
                                 i—   O
                                           


 O
 o
CO

 at
           c
           fO
           4J
           o
           a.
      o^
                     CM
                      I
                 CM    **
               O   O
                 o
                 i.

                 13
                 CO
                                       i-

                                       0)
                                                  CM
                                                           IO
                                                           O-
                                                 i.
                                                 
                    CM
                  O
                  to
                                                                                            CM
                                                                                             I
            O
            to
                                                                                                   C
                                                                                                   ro
                                                                                                   f-
                                                                                        to
                                                                                        O
                                                                            •M
                                                                            IO
                            $-

                            O
                                                                                                             to
                                                                                                             •t->
                                                                                                                        cu
                                                          50

-------
                                  TECHNICAL REPORT DATA
                           (Please read Instructions on the reverse before completing)
  REPORT NO.
    EPA-600/3-77-054
                             2.
4. TITLE AND SUBTITLE
  REGIONAL TRANSPORT AdD TRANSFORMATION OF SULFUR
  DIOXIDE TO SULFATES IN THE UNITED STATES
7. AUTHOR(S)

  Aubrey P. Altshuller
                                                          3. RECIPIENT'S ACCESSION-NO.
             5. REPORT DATE
               June 1977
             6. PERFORMING ORGANIZATION CODE
                                                          8. PERFORMING ORGANIZATION REPORT NO.
9 PERFORMING ORGANIZATION NAME AND ADDRESS
  Environmental Sciences Research  Laboratory
  Office of Research and Development
  U.S.  Environmental Protection  Agency
  Research Triangle Park, N. C.  27711
             1O. PROGRAM ELEMENT NO.

               1AA603 (AH-14)
             11. CONTRACT/GRANT NO.
12. SPONSORING AGENCY NAME AND ADDRESS
  Environmental Sciences Research  Laboratory
  Office of Research and Development
  U.S.  Environmental Protection  Agency
  Research Triangle Park, N.  C.  27711	
             13. TYPE OF REPORT AND PERIOD COVERED
               In-house
             14. SPONSORING AGENCY CODE
               EPA/600/09
15. SUPPLEMENTARY NOTES
16.ABSTRACT Trends in "and relationships between ambient air S02  and  sulfate concentra-
 t'ons at 48 urban and 27 nonurban  sites throughout the Unitea  States between 1963 and
 "U74 have been analyzed.  Large  decreases in S02 concentrations  at urban sites in the
 eastern and midwestern United  States have been accompanied  by  modest decreases in sul-
 fate concentrations.  Large  variations in S02 emissions among  air  quality control
 regions also result in much  smaller variations in sulfate concentrations.  Large
 changes in the patterns of S02 emissions have little impact on sulfate concentrations
 in most air quality regions.   Comparisons of air quality regions with similar S02
 emission levels and patterns of  emissions in the eastern and western United States and
 of S0?, sulfate, and vanadium  relationships between urban-suburban and urban nonurban
 sites lead to the same conclusion.   Long-distance SO, transport  with chemical con-
 version of S0? to sulfates over  ranges of hundreds of kilometers or more provides
 a consistent explanation for all of the observed results.   This  conclusion has been
 suggested earlier, and the present analysis strongly supports  previous discussions.

 Reduction of sulfate concentration levels will require strenuous efforts to control
 S0?.  Also, large new additions  to utility capacity in western areas may lead to
 significant increases in western sulfate concentration levels.  The types of research
 activities required to quantitate  crucial experimental parameters  are discussed.
17.
                               KEY WORDS AND DOCUMENT ANALYSIS
                  DESCRIPTORS
b.lDENTIFIERS/OPEN ENDED TERMS  C.  COS AT I Field/Group
    Air Pollution
    Sulfur Dioxide
    Sulfates
    Chemical Reactions
    Transport Properties
    Trends
   United States
13B
07B
07D
12A
18. DISTRIBUTION STATEMENT
    RELEASE TO PUBLIC
                                             19. SECURITY CLASS (ThisReport)
                                               UNCLASSIFIED
                           21. NO. OF PAGES
                                57
20. SECURITY CLASS (This page)

  UNCLASSIFIED
                                                                        22. PRICE
EPA Form 2220-1 (9-73)
                                            51

-------An error occurred while trying to OCR this image.

-------