United States
Environmental Protection
Agency
Office of
Research and
Development
Environmental Sciences Research
Laboratory
Research Triangle Park, North Carolina 27711
EPA-600/7-78-041
March 1978
           POLLUTANT MEASUREMENTS
           IN PLUMES FROM POWER
           PLANTS AND CITIES
           Summer 1975, February 1976,
           and February 1977
           A Project  MISTT  Report

           Interagency
           Energy-Environment
           Research and Development
           Program Report

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                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 INTERAGENCY ENERGY-ENVIRONMENT
RESEARCH AND DEVELOPMENT series. Reports in this series result from the
effort funded under the 17-agency Federal Energy/Environment Research and
Development Program. These studies relate to EPA's mission to protect the public
health and welfare from adverse effects of pollutants associated with energy sys-
tems. The goal of the Program is to assure the rapid  development of domestic
energy supplies in an environmentally-compatible manner by providing the nec-
essary environmental data and control technology. Investigations include analy-
ses of the transport of energy-related pollutants and their health and ecological
effects; assessments of, and development of, control technologies for energy
systems; and integrated assessments of a wide range  of energy-related environ-
mental issues.
This document is available to the public through the National Technical Informa-
tion Service, Springfield, Virginia 22161.

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                                             EPA-600/7-78-041
                                             March 1978
      POLLUTANT MEASUREMENTS IN PLUMES
        FROM POWER PLANTS AND CITIES
Summer 1975, February 1976, and February 1977
           A Project MISTT Report

                     by

                 J. A. Ogren
              D. L. Blumenthal
                 W. H. White
         Meteorology Research, Inc.
         Altadena, California  91001
           Contract No. 68-02-2245
               Project Officer

           William E. Wilson, Jr.
 Atmospheric Chemistry and Physics Division
 Environmental Sciences Research Laboratory
Research Triangle Park, North Carolina 27711
  ENVIRONMENTAL SCIENCES  RESEARCH  LABORATORY
     OFFICE OF  RESEARCH  AND DEVELOPMENT
    U. S. ENVIRONMENTAL  PROTECTION AGENCY
RESEARCH TRIANGLE PARK,  NORTH CAROLINA 27711

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                                 DISCLAIMER

     This report has been reviewed by the Environmental Sciences Research
Laboratory, U.S. Environmental Protection Agency, and approved for pub-
lication.  Approval does not signify that the contents necessarily re-
flect the views and policies of the U.S. Environmental Protection Agency,
nor does mention of trade names or commercial products constitute
endorsement or recommendation for use.
                                     ii

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                                  ABSTRACT

     Airborne measurements of aerosols and pollutant gases in urban and power
plant plumes were conducted during the summer of 1975, February 1976, and
February 1977, in the vicinity of St. Louis, Missouri; Moss Landing, Cali-
fornia; and Clearwater, Florida, respectively.  The principal objective was
to characterize the physical and chemical behavior of these plumes under a
variety of meteorological conditions, with emphasis on sulfur transport and
transformation.  Results illustrate the regional nature of air pollution.
The transport of well-defined urban plumes over 150 km downwind of a city was
documented during day and night conditions.  Power plant plumes were sampled
over 100 km downwind of the source at night and during the day over the
ocean; strong dilution mechanisms limited the sampling of power plant plumes
to 40 km during the day over land.  Measurements indicated that, when the
plume was not well mixed to the ground, the mass flux of sulfur in the plume
did not change with distance.  In urban plumes, a significant reduction in
sulfur was found; only about one-third of the emissions were transported
beyond 100 km downwind of the city.

     A new airborne impactor system was tested during the program.  Sample
substrates were optimized for microscopy, but elemental composition of the
samples was also determined using ion-excited X-ray emission techniques.  A
preponderance of sulfur was found in all types of samples (regional, urban
plume, power plant plumes).  The dominance of sulfur in regional samples
obtained in a large scale hazy air mass is indicative of the role played
by sulfur in visibility reduction.

     Atmospheric electrical measurements were made to test their effective-
ness in plume tracking.  Power plant plumes were detected up to 90 km from
the source using conductivity and potential gradient sensors.

     This report was submitted in fulfillment of Contract 68-02-2245 by
Meteorology Research, Inc. under the sponsorship of the U. S. Environmental
Protection Agency.  This report covers a period from June 18, 1975 to
October 18, 1977, and work was completed October 18, 1977.
                                     111

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                                  CONTENTS



Abstract	iii

Figure s	 .. vi

Tables	vii

Acknowledgment	viii

     1.   Introduction	1
     2.   Summary of Results, Conclusions, Recommendations	4
               Results	4
               Conclusions	10
               Recommendations	10
     3.   Program Description	12
               Urban plume	12
               Coal-fired power plant plume	12
               Oil-fired power plant plume	16
               Regional sampling	19
     4.   Experimental Methodology	21
               Aircraft description	21
               Flight plans	21
               Calibration	22
               Data processing	24
     5.   Elemental Composition of Aerosol Samples	25
               Introduction	25
               Summary of results, conclusions, recommendations	25
               Measurement techniques	 27
               Analysis	34

References	41

Bibliography	43

Appendix

     A.   Airborne sampling system for Project MISTT	52

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                                FIGURES

Number                                                             Page
   1          Selected horizontal profiles of ozone concentra-
             tion and bgCAT  downwind of St. Louis on 11 August
             1975	  5

   2          Ozone flow rates (in excess of background) in St.
             Louis urban plume on three different days	  7

   3          Comparison of light  scattering coefficient (bSCAT)
             and vertical electric field (E)	  9

   4          Location of sampling programs	13

   5          Traverse flight pattern for plume sampling	23

   6          Airborne impactor system	28

   7          Assembly drawing of MRI Model 1502 Inertial
             Cascade Impactor	29

   8          Jet configuration for 3. 0 /urn D   stage (top) and
             0. 4 n m D   stage (bottom)	31

   9          Elemental composition of aerosol samples (0.4-
             3. 0 urn. dia)	38
                                  VI

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                                TABLES

Number                                                            Page

   1          Project MISTT Participants ...........................   3

   2          Sampling Summary- -Urban Plume (St.  Louis,
             Missouri) ...........................................  14

   3          Sampling Summary- -Coal- Fired Power Plant
             Plume ( Labadie Power Plant) .........................  15

   4          Sampling Summary- -Oil- Fired Power Plant Plume
             (Moss Landing Power Plant) ..........................  17

   5          Sampling Summary- -Oil- Fired Power Plant Plume
             (A Florida Power Plant) ..............................  18

   6          Sampling Summary- -Regional Sampling ................  20

   7          Design of Cascade Impactor ...........................  29

   8          Example of Elemental Composition Data, Impactor
             Stage C  (3.0-0.4 ^m diameter) ........................  33
   9         Summary of Significant Measurement Errors ...........  35

  1 0         Impactor Sampling Summary ..........................  37
                                  VII

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                          ACKNOWLEDGMENT
       This  work has been supported by the  Federal Interagency Energy/
Environment Research and Development program through the EPA Division
of Atmospheric Chemistry and Physics, Aerosol Research Branch.  We ap-
preciate the guidance provided by Dr.  William Wilson, Director of Project
MISTT. We also appreciate the technical support provided by Dr. R. Husar
and Dr. N. Gillani of Washington University, Dr. B. Cantrell of the  Univer-
sity of Minnesota, Dr. Ralph Markson of Airborne Research Associates, Dr.
Jack Durham of EPA, the other members of the Project MISTT  team, and
the staff of MRI.
                                  Vlll

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                                SECTION  1

                             INTRODUCTION
      The fate of sulfur compounds emitted into the atmosphere from urban
areas and industrial processes has become an is sue of great importance in the
formulation of air pollution control strategies. As  part of the EPA-sponsored
Project MISTT (Midwest Interstate  Sulfur Transformation and Transport),
airborne samplingwas conducted by Meteorology Research, Inc. (MRI)inthe
plumes from oil-fired power plants in California and Florida, from coal-fired
plants in the vicinity of St. Louis, and from the St. Louis urban/industrial area.
Preliminary measurements were made during the summer of 1973, followed
by large-scale field programs in 1 974, 1975, 1976, and 1977. These aircraft-
based measurements were designed to provide data useful in answering many
unresolved questions about the transport, transformation, and removal pro-
cesses affecting atmospheric sulfur.

      The principal objective  of the MRI sampling programs was to charac-
terize the physical and chemical behavior of plumes (both urban and power
plant) under a variety of meteorological conditions. Particular areas of in-
terest were to:

      1.    Measure primary  and secondary  pollutant mass fluxes in
           the plume at a number of distances downwind of the source;

      2.    Characterize plume behavior during daytime (well-mixed)
           and nighttime (stable) regimes;

      3.    Determine the composition of aerosols in the plume and in
           background air;

      4.    Document the transport, accumulation, and transformation
           of pollutants in synoptic-scale air masses.

      Analyses of the aircraft data were directed towards gaining a better un-
derstanding of the factors affecting the transport, transformation, and  remov-
al of primary and secondary pollutants, particularly those containing sulfur.
Among these factors were  temperature,  solar  radiation, humidity, vertical
mixing, wind velocity,  background pollutant concentrations, and trace ele-
ment (catalyst) concentrations.

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      During the sampling performed under this contract, two new aerosol
sampling techniques were tried. An airborne impactor system capable of col-
lecting aerosol samples for microscopic and elemental analyses was devel-
oped and used to collect samples during the summer 1975 and February 1977
field programs.   A description of the system and  analysis of the data from
the summer 1975 program are presented in Section 5.  During the February
1977 field program,  atmospheric electrical measurements  (conductivity and
potential gradient) were  made in conjunction with other aerosol measure-
ments to determine their usefulness  as in-situ and/or remote aerosol indi-
cators (10).

      The primary sampling platform for the work performed under this con-
tract  was an instrumented Cessna 206, operated byMRI. Measurements ob-
tained by the Cessna 206 included SO2, NO, NOX, O3, light-scattering coef-
ficient (b), condensation nuclei, aerosol charge acceptance, aerosol size
distributions, temperature, dewpoint, ultraviolet  radiation, pressure, and
position. The aircraft was equipped to collect aerosol samples for chemical
and microscopic analyses using cascade impactors and a  size-segregating
sequential  filter sampler.  Data from the instruments, as well as several
status indicators, were recorded on magnetic tape cartridges approximately
once per second.  During  most sampling missions,the Cessna 206 was sup-
ported by a scout  aircraft.  The scout was used to locate the  plume, to aid
in determining the sampling path for the primary aircraft,  and to make lim-
ited measurements at far downwind distances.  During the Summer 1975 field
programthe scout aircraft was a Cessna 182 operated by Washington Univer-
sity.  During the February 1 977 program, a  Bellanca Viking, operated by Air-
borne Research Associates, was used both as a scout  and as the sampling
platform for the atmospheric electrical measurements.

      Project MISTTwas  a multi-year effort involving a team of several re-
search groups. Organizations that participated in Project MISTT are listed in
Table 1, along with a brief description of their responsibilities. Overall pro-
gram direction was provided by the Environmental Sciences Research Labora-
tory  of the U.  S. Environmental  Protection  Agency at Research Triangle
Park, North Carolina. The field programs in the St. Louis area were coordi-
nated by Washington University.

      This report  describes the field programs conducted during July/August
1975, February 1976,  and February  1977.  The emphasis is to describe the
MRI sampling programs and experimental methods, and to summarize the
results and conclusions of analyses of the MRI aircraft data.  An analysis  of
the elemental composition of aerosol samples collected during the  summer
of 1975 program  is also  presented in this report.  The previous field pro-
grams and analyses of the earlier data are reported in the final report for
the 1974 program(l). Where appropriate, significant differences between the
1974 program and later work are pointed out .in this report.

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     TABLE 1.       PROJECT MISTT PARTICIPANTS
Airborne Research Associates:

Argonne  National Laboratory:



Battelle Columbus Laboratories:




California Institute of Technology:
Crocker Nuclear Laboratory
(University of California, Davis):

Environmental Measurements,
Inc. :

Environmental Quality Research:
EPA-Las Vegas:


EPA-Research Triangle Park:



Florida State University:


IIT Research Institute:

Meteorology Research, Inc. :


University of Minnesota:



Northrop Services, Inc. :


Rockwell International Science
Center:

Stanford Research Institute:

University of Texas:


Washington State University:


Washington University:



University of Washington:
Electric Field Measurements, Scout Aircraft.

Boundary  Layer Structure and Dynamics,  Dry
Deposition Rates.  (ANL work was  co-sponsored
by ERDA. )

Outdoor Smog Chamber Measurements of Sul-
fate  Formation  Rates  in St. Louis,  Gas Chro-
matographic--Mass Spectrometric Measure-
ments of Organic Vapors.

Development of a Super sensitive Sulfate Measure-
ment Technique, Sulfate Measurements--1974.
Aerosol Sample Analysis using IEXE techniques.
COSPEC Measurements.

Forecasting and other Meteorological Support,
Dry Deposition Studies.

Helicopter Measurements, Winter 1976, Aircraft
Lidar Observations, Summer 1976.

Program Management, Instrument Calibration,
Data Transfer, Measurements in EPA Mobile
Lab.

Aerosol Measurements Using the FSU "Streaker"
Sampler with PIXE Analysis.

Optical and Electron Microscopy.

Aircraft Measurements, Data Analysis, Meteo-
rological Interpretation.

Aerosol Size Distribution Measurements, Aerosol
Dynamics,  Ground Measurements,  Data Analysis,
and Interpretation.

Instrument Calibration, Program Coordination--
1977.
 Pilot Balloon Operations.

 Ground-Mobile  Lidar Operations.

 Effects of Charge on Aerosol Deposition, Reactive
 Plume Models.

 Detailed Hydrocarbon Analysis,  Interpretation of
 Ozone and Hydrocarbon Data.

 Field Program  Direction, Scout Aircraft Operations,
 Data Analysis and Interpretation, Data Management
 and Model Development^  Sulfate Determinations.

 Ground-Based Measurements and Data Interpretation,
 Sulfate Species  Measurement, Air Mass Trajectories.

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                                 SECTION 2

    SUMMARY OF RESULTS, CONCLUSIONS, RECOMMENDATIONS
RESULTS

      A total of thirty-one sampling missions were conducted during the sum-
mer 1975 (St. Louis, Missouri), February 1976 (Moss Landing, California),
and February 1 977 (Clearwater, Florida) field programs. Of these, nine were
devoted to urban/industrial plumes,  six  to coal-fired power plant plumes,
fifteen to oil-fired power plant plumes, and one to a study of synoptic-scale
hazy air masses. Urban and power plant plume studies were conducted both
day and night, and in some  cases  sampling continued into the following day.
Much of the oil-fired power plant plume  sampling was performed over the
ocean.

      Analyses of the data base resulting from these thirty-one sampling mis-
sions have yielded significant gains in understanding the physical and chem-
ical factors affecting the transport and transformation of primary and  sec-
ondary pollutants. The major contributions of MRI to the airborne sampling
programs were to collect the  aircraft data, analyze the  meteorological fac-
ors affecting plume behavior and analyze the urban plume data.  Other inves-
tigators studied the physical and chemical properties of  plume aerosols, the
fate of sulfur in  the  plume,  the  properties of synoptic-scale polluted air
masses, and other related aspects  of  pollutant behavior. Both the  results of
MRI analyses and of analyses performed by other researchers using  data
collected by MRI during the summer  1975, February 1976, and February 1 977
field programs are summarized in this chapter.

Urban Plumes

      A large portion of the data  from the summer 1975 field program was
related  to urban plumes. MRI analyses of the urban plume data are report-
ed in References 2-6.  The results  of these analyses were summarized by
by Wilson (7):

      1.    The urban plume of St. Louis significantly degraded the air
           quality of communities as far  as 150 km from the city on a
           number of occasions. An example of such an occasion is de-
           picted in Figure 1.

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                                                                           URGANA
                                                                A POWER PLANT
                                                                 • REFINERY
                                                 KILOMETERS
                                                                             76-407
Figure  1.     Selected horizontal profiles of ozone concentration and bSCAT  downwind of St. Louis
              on 11 August 1975.  Profiles were recorded during traverses of profile baselines at
              the following altitudes and times:  (starting upwind of city) 455 m rnsl, 0744-0758
            ,  CDT:  425 mmsl, 1019-1036 CDT; 610 m msl, 1245-1310 CDT; 760 m msl, 1442-
              1058 CDT.   Note that baseline concentrations are non-zero.

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      2.    The most conspicuous components of the St. Louis plume 50
           kmormore downwind of the citywerethe reaction products
           formed along the way, particularly ozone and light scatter-
           ing aerosols (bSCAT).

      3.    Most of the aerosol responsible for the high bSCATand result-
           ing  decrease in visibility within the St.  Louis urban plume
           was formed after 1-Zhours reaction time in the atmosphere.

      4.    The width of the St. Louis  urban plume did not increase much
           beyond the 40 km width of the city.

      5.    The mass flux of excess ozone (i. e. , that above background)
           in the St. Louis urban plume leveled off at about 1Z5 metric
           tons per hour,  as illustrated in Figure  2.

      6.    The St.  Louis  urban plume persisted overnight and into the
           next day  on at  least one occasion. Sulfate aerosol concen-
           trations of upto 60/*g/m3were measured in the earlymorn-
           ing hours after following the urban plume for  18 hours.

      7.    Only about one-third of the original sulfur emissions in the
           urban plume were transported beyond  a radius of 100 km.
           Formation of secondary sulfate aerosol was undetectable up
           to a distance of 50 km (8).
                                         \
Power Plant Plumes

      Most of the power plant plume measurements conducted as part of work
described in this report (summer 1975, February 1976, and February 1977)
were  related to oil-fired plants. Coal-fired power plant plumes were studied
extensively in the summer 1974and 1976 studies.  Results  of the power plant
plume measurements are:

      1.    Power plant  plumes  (oil-and coal-fired)were followed  over
           100 km downwind of the stack during the night. Except when
           the plume was transported over the ocean (Florida study),
           plume sampling during the  daytime hours was  limited to
           within about a 40 km radius of the plant because of dilution.
           Transport conditions over the ocean during the day were
           similar to conditions over land at night.

      Z.    Within the limits of experimental uncertainty,  when  the
           plume was not  well mixed to the ground, the mass flux of
           of sulfur in the plume did not change with distance (8).

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L-
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ui
5100
or
^
o
(_,_

^50
0
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A * A •

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«
• 7/18/75

A 8/II/ 75
• 7/30/74





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. . -1 - 	 I I
IOU
h^
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a:
^
o

50 u-
LJ
^~
O
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0


     0
50                 100
     DISTANCE  DOWNWIND,km
150
0
                                                                            76-410
Figure 2.     Ozone flow rates (in excess of background) in St. Louis urban plume on three different
             day;s.  Values are calculated from winds within the plume and the difference between
             ozone concentrations inside and outside the plume.  Downwind distances are measured
             from St.  Louis Gateway Arch.

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      3.   The sulfate formation rate in the oil-fired power plant
           plumes studied appearedto be considerably lower at night
           than during the day (9).

      4.   Fallout of sulfate particles may be a significant contri-
           butor to ground sulfate levels near the stack for oil-fired
           power  plant plumes (9).  This observation is based on a
           limited amount of data, and requires additional measure-
           ments  for verification.

      5.   Dispersion of the  plume is minimal over the ocean be-
           cause of the lack of  surface heating. Figure 3 illustra-
           tes a plume traverse  40 km downwind of the  source; the
           plume  was only 2 km wide at this distance, and at 90 km
           downwind was only 5  km wide.

      6.   The use  of atmospheric electrical measurements (con-
           ductivity and potential gradient) for  remote and in-situ
           plume  detection was  shown to be an  effective technique
           out to 90 km downwind of the source (10). Figure 3 il-
           lustrates the relationship between the light scattering co-
           efficient  and the  electric field on a horizontal traverse
           through an oil-fired  power plant plume.  The plume also
           was easily  detected  by  the conductivity measurement,
           which showed a dramatic decrease while in the plume.
Elemental Composition of Aerosol Samples

      The MRI airborne  impactor system was developed  and tested during
the 1975 sampling program.  Microscopic analyses of the ninety-three aero-
sol samples collected with the impactor system in 1975 documented the fea-
sibility of the system for use in ambient aerosol  sampling.  Analysis of the
samples for elemental composition using ion-excited X-ray emission tech-
niques (IEXE) was seriously hampered by steps taken to optimize the sam-
ples for microscopic analysis. However, results of the elemental analyses
were in qualitative agreement with the microscopic analyses in that both an-
alyses indicated  a preponderance of sulfur  in all types of  samples.   Like-
wise, high sulfur concentrations were also  found on the impactor samples
on those days for which analysis of the sulfate filter samples indicated high
sulfate  levels.  The predominance of sulfur in the regional samples,  which
were collected in a large-scale hazy air mass, is probably indicative of the
contribution of particulate sulfur to visibility reduction in  hazy air masses.

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      scat
      1-6-
      0.8 -
      2.0-   200
      1.8 -    180
              160
      1.4 -    140
      1.2 -    120
      1-0 -    100
               80
      0.6 -    60
      0.4 -    40
      0.2 -    20
0855 EST  2/12/77

274 m msl
                                                  scat
      •' V\/yv\.
                           _L
                                     _L
                            1         2        3
                       CROSSWIND DISTANCE,   km
Figure 3.   Comparison of light scattering coefficient (bSCAT) and
           vertical electric field (E). , Data recorded from two air-
           craft flying in formation through an oil-fired power plant
           plume 40 km downwind of the source.

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CONCLUSIONS

      Air pollution in the midwest United States must be considered as  a re-
gional problem in the  formulation of air pollution control  strategies.  Both
urban and power plant plumes can be transported  long distances. At night,
elevated plumes are isolated from the surface and can travel at least 100 km
downwind of the  source in the absence of strong removal processes.  These
pollutants can be mixed to the surface on the following day, creating  ground-
level impacts not attributable to local sources.

      In order to understand the contribution of any source to air pollution
levels in its vicinity,  it  is imperative  to understand the history of the air
mass entering the source region. For example, the ozone concentration just
east of Decatur, Illinois,  on 18 July 1975 was on the order of 0. 1 5  ppm.
Much of this amount was due to  the St. Louis urban plume.  Although the St.
Louis plume did not pass directly over Decatur, a shift in  wind direction  of
less than ten degrees would have caused this  to happen.  Under such condi-
tions,  pollutants emitted from  Decatur would be imbedded in the St. Louis
plume.  Downwind of Decatur, the effects of the St. Louis plume could be in-
correctly attributed to emissions from  Decatur.   A similar scenario can be
imagined for the effects of a power plant plume far downwind of the  source.

      The meteorological conditions which appeared most conducive to  long-
range transport of high concentrations were steady wind directions and lack
of vertical mixing.   These conditions  are most likely to occur at night or
over the ocean,  when surface heating is not a factor.  Plume behavior over
the ocean during the day is similar to that at  night overland, except for the
effects of solar  radiation on  plume chemistry.

      When SO2  is  emitted near the ground,  as  from home heating units or
short stacks, the SO2 can be removed by surface removal mechanisms (dry
deposition).   When SO- is emitted higher in the air,  as from the tall stacks
of fossil-fuel-fired electric power plants , the SO^is diluted  before it  reaches
the ground, and the  surface removal rates are reduced. Emissions may,  in
fact, be  trapped above an inversion layer and  remain trapped for hours.
Thus,  elevated  stacks  theoretically permit  a longer residence time in the
ambient atmosphere for SO-  and may actually enhance sulfate  formation.
On the other hand, they provide for increased dilution of the sulfate and SO2
and thus reduce the impact  of  emissions in  the vicinity of the source (7).

RECOMMENDATIONS

      The field measurements described in this report documentedthe  exis-
tence of long-range pollutant transport, however they did not define the geo-
graphical extent of long-range  transport nor the frequency of occurrence.


                                  10

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These two subject areas need to be better understood in order to define the
impact of the long-range transport of pollutants. We recommend further an-
alysis of the aircraft and supporting meteorological data to better determine
the meteorological conditions leading to the development of long-range trans-
port situations.  This may allow the results  of Project MISTT to be extend-
ed to other regions.

      Further work is desirable in both analysis of existing data and collec-
tion  of additional data.  A wealth of plume chemistry data was collected dur-
ing Project MISTT,  and only a  small fraction has been analyzed in detail.
Analysis  of these data should  yield considerable insight into the chemical
transformation processes  occurring in both urban and  power plant  plumes
and the  meteorological factors affecting these processes.

      Research areas where additional measurements are recommended are
the three-dimensional distribution of pollutants on a regional (synoptic) scale,
the behavior of plumes over the  ocean, and the importance of particulate fall-
out as a sulfur removal mechanism from plumes.  Measurements performed
over the ocean are  an approximation of  smog chamber experiments in the
free atmosphere, because  of the virtual absence of surface sources and re-
moval mechanisms.   Preliminary measurements of the three-dimensional
distribution of pollutants  on a regional scale were performed on 1 0 August
1975, however much more work is needed to understand the factors affect-
ing the  transport, transformation,  and removal  of regional-scale polluted
air masses.   Finally, measurements made  in February 1977 indicated that
particulate fallout might result  in significant surface sulfate concentrations
near the stack,  but  much more work is needed to document the importance
of this effect.
                                   11

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                                SECTION 3

                         PROGRAM DESCRIPTION
      The overall program can be divided into four separate types of sam-
pling missions:  urban, coal-fired power plant,  oil-fired power plant,  and
regional. Samplingwas performed during July/August  1975, February 1976,
and February 1977,  at  several locations across the United States  (Figure
4).  Summaries of all sampling missions are presented in this chapter.  De-
tailed sampling maps, flight outlines, weather summaries, and data plots can
be found in the data volumes for this project (11, 12).

URBAN PLUME

      Emissions from the St. Louis urban/industrial area were sampled dur-
ing July and August 1975.  Other participants in urban  plume sampling mis-
sions were Washington University (program coordination, scout aircraft op-
eration, field data processing),  University of Minnesota (aerosol sizedistri-
tribution measurements), Environmental Measurements, Inc.  (ground-based
correlation spectrometer SO measurements), IIT Research Institute (micro-
scopic analysis of aerosol samples), Northrop Services, Inc. (calibration of
gas  analyzers),  and  Rockwell International (winds aloft measurements).

      A summary of the nine urban plume sampling missions is presented
in Table 2.

COAL-FIRED POWER PLANT PLUME

      Airborne sampling was conducted in the plume of the coal-fired Lab-
adie power plant during July and August 1975. The Labadie plant (2250 meg-
awatts) is  located about 55 km west of the St. .Louis  Gateway Arch.   This
samplingwas performedas part of the summer 1975 St. Louis  program,  and
the other participants were the  same as for the urban  plume sampling mis-
sions.

      A summaryof the  six coal-fired power plant plume sampling missions
is presented in Table 3.
                                 12

-------
OO
_,-.     .1
   LABADIE. ST. i
   |POWER'HLOUIL
	jPLANT  x/__
                    MOSS

                    •LANDING

                     POWER \
                     n . . . , 	  \
                                                            KILOMETERS
                                  Figure  4.  Location of sampling programs.

-------
TABLE  2.   SAMPLING SUMMARY — URBAN PLUME (ST.  LOUIS,  MISSOURI)
Date
(1975)
Tin


7/18


7/21

7/22


7/28


7/29
b
7/30


8/7
8/11



8/12

Flight Times
(CDT)
Start
0657
-1215

0641
1051
1545
0638
~1115
0726
1237

1311
1724

1322
1854
2350
0505
1026
0803
0737
1139
1608
2007
0739
1236
Stop
-1115
-1340

0958
1451
1900
-1000
-1300
1126
1444

1640
1823

-1730
-2250
0405
0913
1246
0929
1106
1532
1723
2136
-1120
-1600
Tape
Cartridge
Number
120
127

134
135
406
415
416
408
409

452
453

454
455
456
457
458
459
418
422
423
423
426
427
Approx. Plume
Sampling Dist.
fkm)
8, 30, 50
50

25, 32
75, 100
135, 175
~I5
50
15, 50
105

10, 35
	

30, 50, 87
87, 120
150
190. 250
250
...
55
90, 150
240
	
32, 80
160
No. of
Sulfate
Samples
0
0

10 -
8
8
9
4
14
4

0
0

12
8
10
12
3
4
9
9
3
2
4
3
No. of
Imp actor
Samples
4
0

2
2
0
0
0
0
0

4
0

3
1
2
2
0
0
2
2
0
2
2
2
Comments
Urban plume sampling upwind and downwind of Alton/Wood
River industrial complex. Afternoon flight terminated due
to deteriorating weather conditions.
Long-range plume sampling out to Dccatur, Illinois. A de-
tailed analysis of this day Is presented in White et. al. , Science,
194, pp. 187-189, 1976.
Sampling to southwest of city. Light wind apeed conditions.
poor plume definition.
Sampling northwest of city. Alton/Wood River Industrial com-
plex and Portage des Sioux power plant plumes also sampled.
Plumes not detected at 105 km distance.
Sampling due south of city. Urban plume well defined at 35
km. Sampling terminated because of marginal weather con-
ditions farther south.
Long-range plume sampling to northwest of city.




Cross-calibration flight with EPA/RAPS helicopters.
Long-range sampling northeast of city. Sampling at 240 km
unsuccessful due to thunderstorm activity.


Sampling to east-northeast of city.


-------
TABLE  3.
SAMPLING SUMMARY--COAL-FIR ED POWER PLANT PLUME
(LABADIE POWER PLANT)
Date
(1975)
7/19

7/24
&
7/25
8/6
8/7
&
8/8
8/8
&
8/9
8/13

Flight Times
(CDT)
Start
0733
~13IO
2100

0138
1641
1732

2227
2208
0643
1037
Stop
~0950
~1415
~0030

~0440
~1950
2106

-0150
0145
0954
1059
Tape
Cartridge
Number
407
407
417

450
460
461

462
420
429
430
Approx. Plume
Sampling Diet.
(km)
10, 22
35
15, 25, 50

88, 145
10, 44
2, 18, 39

58, 80
16, 37, 93
8, 21

No. of
Sulfate
Samples
0
0
20

12
0
9

9
8
21
2
No. of
Impactor
Samples
0
0
4

1
3
4

3
4
4
2
Comments
Plume characterization to northeast of plant. Wind direction
variable In afternoon.
Nighttime sampling southwest of plant. Good plume definition
at 88 km.

Plume not detected at 44 km distance.
Strong vertical dilution of plume at 2 km distance. Only traces
of plume found on second flight.

Plume located at 93 km distance northwest of plant; however,
pronounced wind shift prevented further sampling.
Sampling east of plant but west of St. Louis. Second flight
aborted due to heavy rain.

-------
OIL-FIRED POWER PLANT PLUME

      Oil-fired power plant plume sampling was performed at both Califor-
nia and Florida locations. Sampling  at the Moss Landing plant (located near
Monterey, California) was performed during February 1 976, while the other
plant (located near Clearwater, Florida) was sampled during February 1 977.
Summaries of these two sampling programs are presented in Tables 4  and
5.

      The Moss  Landing plant has an installed generating capacity of Z175
megawatts, and is designed to  burn gas and/or oil. Serious plume tracking
problems were encountered because  the plant was operated mostlyon  gas for
the duration of the  program.   In addition, that portion of the plant operated
on oil burned  low-sulfur fuel oil (about 0.3 percent sulfur by weight).  These
two factors resulted in very low  plume SO2 concentrations; at a downwind
distance of 1  km,  the highest measured SO2  concentration was  0.4 ppm.

      Sampling at the Moss Landing power plant was terminated premature-
ly because of  the low  sulfur emissions.  The aircraft data  were processed
and submitted to the EPA Project Officer for review; however,a formal data
volume was not prepared because of the inapplicability of the data to analy-
sis of plume sulfur  chemistry.
                                                    v
      The oil-fired  plant in Florida has a generating capacity of 525 mega-
watts.  During the sampling program the  sulfur content  of the oil was about
2 percent by weight. Ten sampling missions were flown, and included sam-
pling at night and sunrise as well as duringthe day. Several tests were made
using a scrubber on the inlet of the NO/NOX monitor to evaluate the  effects
of potential interferences for that instrument.

      In addition to the Cessna 206,  a single-engine Bellanca Viking,  oper-
ated by Airborne Research Associates, was equipped to make atmospheric
conductivity and potential gradient measurements.  This aircraft was used to
test the feasibility of using atmospheric electrical measurements for plume
tracking and to compare the electrical measurements with aerosol measure-
ments  made by the 206 (10). The Bellanca also  served as a scout aircraft to
locate  the plume.

      Other participants in the program in cludedNorthropServices, Inc. (pro-
gram coordination), Environmental  Quality Research (meteorological sup-
port),  Airborne Research Associates (scout aircraft, electric field meas-
urements), and Florida State  University (aerosol  sampling).  The Florida
State University research vessel  "TURSIOPS" was used as a platform  for
tethered balloon meteorological measurements. In addition, Brookhaven Na-
tional Laboratory performed airborne sampling in the same area during the
period of study.

                                  16

-------
TABLE 4. .   SAMPLING SUMMARY--OIL-FIRED POWER PLANT PLUME
              (MOSS LANDING POWER PLANT)
Date
(1976)
2/17
2/18
2/19
2/20
2/21
Flight Times
(PST)
Start
1218
1223
1123
1558
1110
1214
Stop
1603
1532
1524
1728
1156
1419
Tape
Cartridge
Number
501
502
503
504
505
	
Approx. Plume
Sampling Diet.
(km)
8
8
8, 18
34
'
1. 2. 5, 8
No. of
Sulfate
Samples
4
3
4
2
0
0
No. of
Impactor
Samples
0
0
0
0
0
0
Comments
Plume survey flight east of plant. Plant primarily burning gas
--750 MW generated by oil.
Sampling east of plant. Oil-fired generation 750 MW.
Sampling southeast of plant. Oil-fired generation 1450 MW.
Plume reconnaissance flight. Light wind conditions, plume
drifting over ocean. Oil-fired generation 1450 MW.
Plume reconnaissance flight—data recorded on stripchart.
only. Oil-fired generation 500 MW.

-------
TABLE  5.   SAMPLING SUMMARY--OIL-FIRED POWER PLANT PLUME
             (LOCATED NEAR CLEARWATER,  FLORIDA)
Date
(1977)
2/7
2/8
2/9
2/10
fc
2/11
2/11
2/12
2/15

2/17
2/17
2/18
Flight Times
(EST)
Start
1359
1309
1640
2314
1602
0658
1413

0734
1357
0802
Stop
1745
1708
1900
0248
1930
1054
1725

0936
1758
1102
Tape
Cartridge
Number
201
202
203
204
205
206
208

209
210
211
Approx. Plume
SampUng Diet.
(km)
...
3, 40, 80
30, 50
20, 40
2-3. 45, 90,
135
3, 10

1, 3
3, 10
25, 1-3
No. of
Sulfate
Samples
2
4
0
3
3
5
2

3
5
3
No. of
Impactor
Samples
4
4
0
3
4
4
4

4
4
4
Comments
Sampling checkout of the plume concentrations and tracking
ability. Sampling over the Gulf of Mexico.
Plume characterization. Sampling over the Gulf.
Test of atmospheric electrical measurements for plume track-
ing. Developed sampling protocol, radio procedures, etc.
Sampling over the Gulf.
ments. Special NO, Experiment. Sampling over the Gulf.
Plume characterization. Special NO, Experiment. Arrro-
spheric electrical measurements. Plume located over land.
Sunrise experiment. Special NO, Bubbler Experiment.
Atmospheric electrical measurements. Sampling over the
Gulf.
Cross-comparison flight with Brookhaven National Laboratories.
Plume located over land.
Sampling underneath the plume to measure fallout. Eight Nucle-
pore filters were wing-mounted. Plume located over land.
Plume characterization- -coordinated with Florida State Uni-
versity aircraft. Plume located over land.
Plume characterization ~25 km downwind (over land). Sampling
underneath the plume for fallout (over the Gulf). Atmospheric
electrical measurements. FSU aircraft flying in the area.

-------
REGIONAL SAMPLING

      On 1 0 August 1975, a special flight pattern was used to characterize the
distribution of pollutants across a synoptic scale hazy air mass in the Mid-
west United States. The  approximate route of flight was frornSt. Louis, Mis-
souri, to Kansas City, Missouri,  to Indianapolis, Indiana,  and return to St.
Louis. This mission was conductedas part of the 1975 sampling program in
St. Louis, and the other  participants were the same as for  the urban plume
sampling  missions  (except that correlation spectrometer  and winds  aloft
measurements were not obtained).   A summary of this mission is given in
Table  6.
                                     19

-------
                              TABLE  6.   SAMPLING SUMMARY--REGIONAL SAMP LING
N
O
Date
(1975)
8/10


Flight Times
(CDT)
Start
0503
1012
1514
Stop
-0840
-1400
-1800
Tape
Cartridge
Number
421
419
463
Approx. Plume
Sampling Dist.
(km)
...
-.-
...
No. of
Sulfate
Samples
13
21
5
No. of
Impactor
Samples
3
1
0
Comments
SU Louis-Kansas City- Chi llicothe, Missouri
Chillicothe-Indianapolis, Indiana
Indianapolis -St. Louis, Missouri

-------
                                SECTION 4

                   EXPERIMENTAL, METHODOLOGY
      Operations of the MRI sampling aircraft were coordinated closely with
other participants in  the program.  The general mode of operations was to
use a scout aircraft to locate  the plume and set up sampling routes for the
MRI Cessna 206. (The use of a scout aircraft was a major refinement of the
experimental methodology used in 1974. ) The 206 then made a detailed char-
acterization of the  plume while the scout moved farther downwind and locat-
ed the plume again. Both aircraft were in contact with the operations head-
quarters, which provided guidance for in-flight  sampling decisions  and co-
ordination with the other program participants.   The improvements in air-
to-ground  communications  were another important refinement  over 1974.

      The experimental methodology related to the operation of the Cessna
206 is described in this chapter.   Additional information on experimental
methodology can be found in Reference 1.  Descriptions of the experimental
methods used by other program participants, as well as the manner in which
the various sampling  platforms  were  coordinated by the operations head-
quarters, can  be found in the references in the Project MISTT bibliography
(Page 43).
AIRCRAFT DESCRIPTION

      An instrumented Cessna 206 was used as the primary sampling plat-
form.  The 206 instrumentation for this contract was similar, with slight re-
finements, to that used during the 1974 program (1).  A discussion of the
Cessna 206 airborne  sampling system is  presented in  Appendix A,  along
with a list of the  changes that were made to the system during this project.
FLIGHT PLANS

      The basic flights plans for both urban and power plant plumes consist-
ed of a combination of constant-altitude traverses  flown through the plume
                                  21

-------
perpendicular to its longitudinal axis* and vertical spirals (soundings) flown
over a given point. These patterns allowed a detailed characterization of the
plume at a particular downwind distance.  In addition,  horizontal traverses
were  flown  outside the  plume to characterize the background environment
(Figure 5).

      After the plume was located at the desired downwind distance,  ground
reference points were chosen to allowtraverse paths  approximately perpen-
diculartothe plume axis. The 206 then made a number of traverses between
the endpoints at various altitudes. The number of traverses at each down-
wind distance depended on the  vertical extent of the plume,  but was usually
at least three,  and sometimes  ten, or more.

      Following the plume traverses, a spiral was usually made as close to
the plume  centerline as possible.  This spiral extended from as near the
ground as possible to well above the plume  (power plants) or mixing layer
(urban plumes). This completed the plume characterization at that distance,
and the aircraft then moved downwind and repeatedthe process. While trans-
iting between  downwind  distances, the aircraft flew outside the  plume and
performed background measurements.

CALIBRATION

      Several different  systems were used for calibration of the continuous
gas analyzers on the aircraft. These systems were continually refined dur-
ing the course of the project.   Specifics of the calibration system and pro-
cedures used for the February 1977 study are given in Appendix A. The pro-
ceduresused duringthe summer 1975 and February 1976 studies were  sim-
ilar,  although the  systems  were different.

      Calibrations for the 1975 study were performed by Northrop Services,
Inc.  A Bendix Dynamic Calibration  System was used  to dilute a 99.1 ppm
NO cylinder and an 11. 05 ppm SO- cylinder.  Gas concentrations in the cyl-
inders were compared to NBS standard reference materials before and once
during the field program. Ozone calibration gas concentrations were deter-
mined using gas phase tit ration  techniques.  The accuracy of the flow regu-
lating capillaries was checked  before and after the field program.
  - It should be noted that  it was  frequently difficult to ensure that a given
    traverse was normal to the plume longitudinal axis due to plume wander-
    ing, and because the  plume was essentially invisible except for near-
    stack sampling traverses.
                                   22

-------
                                o EVENT ON, TIME. ALTITUDE AND
                                 ROUTE NOTED, IMPACTOR ON
                                O EVENT OFF. 1MPAUOR OFF
Figure  5.   Traverse flight pattern for plume sampling.
            Points A, B, C, and D are readily identifiable
            ground reference points which are determined
            to allow traverse paths perpendicular to the
            plume axis.
                        23

-------
      For the  February  1976 study, a  low-concentration  span gas bottle
(—0.6 ppm) was used to calibrate the SO2 monitor.  The stability of the SO2
concentration in the bottle was verified by analyses before and after the field
program.  The ozone monitor was calibrated before and after the field pro-
gram using a Monitor Labs 8500 calibrator, which was also used to calibrate
the NO/NOX monitor before the field program.  After the field program,  the
NO/NOX  monitor was calibrated by the manufacturer.

DATA PROCESSING

      Processing of the aircraft data was performed in two phases:  prelim-
inary processing in the field and final processing after the field program.
On-site initial processing allowed a rapid evaluation of the results of a mis-
sion and helped in the planning of additional missions. Initial processing was
performed by Washington University for the summer  1975 program.  Data
tapes from  the  February  1976 field program were not processed until the
aircraft returned home.   For the  February 1977 program, the tapes were
shipped to Research Triangle Park,  North Carolina, for preliminary pro-
cessing at EPA.  An  MRI data analyst  on-site in North Carolina reviewed
the data for validity and proper instrument operation,  and reported the  re-
sults of this review to  the field crew by telephone.   The  tapes were then
shipped to MRI for further processing, and preliminary plots of the data were
transmitted to the field crew by telecopier so that analysis could begin while
the field program was still underway.

      Preliminary data processing  consisted of copying the field tapes into
computer disk storage and producing stripchart plots of important parame-
ters, hard-copy raw data listings, and a 1/2-inch industry-compatible mag-
netic tape for use in further processing.  The stripchart plots  were used for
the initial analysis of the results of the mission, and the data listings were
used to provide inputs for further processing of the data after the field pro-
gram.

      Final  processing of the aircraft data was performed by MRI and the
University of Minnesota (UM). The size distribution data from the 1975 pro-
gram were  reduced to final form and analyzed by UM;  all other data were
processed by MRI. Final data processing at MRI consisted of converting the
raw voltage  data to engineering units (e.g. , parts per million by volume of
O_, NO,  NOX , SO2 ),  flagging inoperative instruments,  and  applying cali-
bration corrections. A magnetic tape of the final data was  prepared,  as well
as hard-copy plots and/or listings of selected  parameters for all sampling
runs. These plots were included in  the data volumes for the project (11, 12),
along with sampling maps and summaries for each flight.
                                   24

-------
                                 SECTION  5

           ELEMENTAL COMPOSITION OF AEROSOL SAMPLES
INTRODUCTION

      During July and August 1975, impactor samples of atmospheric aerosols
were collected in the St. Louis, Missouri area as part  of  Project MISTT
(Midwest Interstate Sulfur Transformation and Transport).   These samples
were collected to allow determination of aerosol size and chemical compo-
sition characteristics by microscopic analysis.  Subsequent to the micro-
scopic analysis, the samples were analyzed for elemental composition using
ion-excited x-ray emission (IEXE) techniques.  In this chapter, the sample
collection and IEXE analysis methods are described, and the results  of the
IEXE analysis are presented. Results of the microscopic analysis were pre-
sented by Draftz et al (13).

      Four types of samples were collected:  coal-fired power  plant plume,
St.  Louis urban plume,  background (outside of plume), and  regional (sam-
ples collected over a large area between Kansas City, Missouri, and Indian-
apolis, Indiana).  MRI's Cessna  206 was used to collect the samples. A total
of fifty-nine (59) impactor sample sets were obtained; each set consisted of
two size cuts plus a backup filter.  The impactor stages had 50 percent col-
lection efficiencies (D n) of 3 and 0.4 jim diameter.
                     JU

SUMMARY OF RESULTS, CONCLUSIONS, RECOMMENDATIONS

      For the 1975 sampling program, the impactor sample substrates  and
collection  system were optimized for microscopic analysis.   Many  of the
procedures used to optimize for microscopy were in severe conflict with the
requirements for elemental analysis.   Some of the conflicting procedures
were the use of glass-fiber backup filters instead of Nuclepore, the absence
of a collection grease on the sample substrates,  and the presence  of  a thin
layer of gold on the  collection substrates.  Elemental data were not obtained
from the glass-fiber backup filters because of incompatibility with IEXE  an-
alysis.   The size selectivity of the impactor was probably poor  because of
the  high  possibility of particle  bounce from the ungreased  collection sub-
strates.  Finally, the  gold-coated substrates caused interferences that could
                                   25

-------
not be accounted for; these interferences probably caused masking of some
elements and generation of spurious signals corresponding to other elements.

      As a result of the system optimization for microscopy, the IEXE data
cannot be used to draw definitive conclusions.  The data were evaluated on a
qualitative basis to  gain a better understanding of the elemental composition
of the aerosol samples,  however,  even qualitative results  must  be tem-
pered by the high degree of uncertainty in the data. The results can be used
as an example of the type of information that is available using IEXE  analy-
sis, and may provide an indication of the composition of aerosols in the St.
Louis area.

      In general, the most common elements detected in the aerosol sam-
ples were silicon,  sulfur, and  chlorine.  Together,  these three elements
comprised over two-thirds of the aerosol mass. The abundance of  sulfur in
the urban and power plant plume samples was expected because these sources
are rich in  sulfur;   the abundance of sulfur in the background and regional
samples indicates  that sulfur-containing aerosols are widely distributed in
the atmosphere and must be considered as a  regional-scale pollutant.  Fur-
thermore,  because the regional samples were collected in a  very hazy air-
mass, the predominance of sulfur in these samples is probably indicative of
the role of sulfur compounds in visibility reduction in large-scale hazy air-
masses. Silicon and chlorine are largely of natural origin, and their rela-
tive abundance in all types of samples is indicative of their widespread oc-
currence in the atmosphere.

      The aircraft  sampling  methods for power plant plumes caused a large
amount of background air  to  be included in the samples.  The data reflect
this problem, because the composition of power plant plume samples is sim-
ilar to that of the background samples.  The contribution of the power plant
is apparent  in the  data,  however,  because of the presence of such typical
power plant plume  constituents as vanadium, titanium,  and potassium.

      The urban  plume samples were notably lacking in lead, a major com-
ponent of automobile exhaust.   Although interferences from the gold-coated
substrates could be the reason, another likely explanation  is that lead-con-
taining particles  were too small to be collected on the last stage of the im-
pactor.  This hypothesis could not be confirmed because the backup filters
were not analyzed.   Other  missing elements in the samples (which would be
expected to  be present) were calcium (a major component of soil) and iron
(power plant plume  samples only).  No explanation was found for the absence
of these elements,  and further workwould be required to determine if their
absence  is  significant  or  an  artifact of the  sampling and analysis  method.
                                    26

-------
      The airborne impactor system was proven to be a feasible way to col-
lect atmospheric aerosol samples.  If optimized for analysis by IEXE tech-
niques, the system may allow identification of the contribution of various
sources to ambient aerosol concentrations  (e.g.,  by using vanadium as a
tracer for power plants.  For further applications of the system, it is rec-
ommended that the following items be performed:

      •    Calibrate size selectivity of impactor

      «    Optimize substrates for IEXE analysis (mylar substrates
           coated with grease,  Nuclepore backup filters)

      o    Use longer sample collection times

      o    Use plume sampling flight patterns that do  not include
           background air in the sample (e.g. , plume orbits)

      •    Collect a larger number of background samples

      •    Analyze a larger number of blank (control) samples.

      Many of these steps have been implemented on subsequent power plant
plume sampling programs, and have yielded a large amount of information
on the differences between plume and background aerosol composition and
concentrations.

MEASUREMENT TECHNIQUES

Airborne Impactor System

      The airborne impactor system consisted of four inertial cascade im-
pactors installed on the Cessna 206 in a wing-mounted pod (Figure 6). Aer-
osol size distribution measurement  systems were also mounted on the air-
craft.

      The impactor, based on an MRI commercial product, was designed to
collect particulate matter in several size ranges below 1 5/u m in  diameter
(Figure 7). Modifications tothe  commercial design were made to optimize the
collection of airborne samples.  The airborne impactor consisted of two im-
paction stages and a backup filter.  A third stage,  intended to collect large
debris ( > 1 5/im  diameter) which would generally not be of interest, was used
for the first two days of sampling.  Use of this stage was subsequently dis-
continued because microscopic analyses indicated that very little  material
was collected.  The stage cutoffs for the flow rates used are  summarized in
Table  7.
                                  27

-------
00
                                           Figure 6.   Airborne Impactor System

-------
                Nozzle
                Jet Plate
                Collection
                   Disc
                                              1st Stage
                                               O" Ring
                                                Filter
                                           75-II3
         Figure  7.    Assembly drawing of MRI Model 1502
                      Inertial Cascade Impactor.
            TABLE  7.
DESIGN OF CASCADE IMPACTOR

Stage
A*
B
Diameter of
Holes (cm)
0.871
0.396
Number
of Holes
8
4 .
D50
(Mm)
14.5
3.1
Reynolds
No.
RN
1055
4654
Mach
No.
MN
0.056
0.054
            0.053
 4J10 each
   ; quadrant
0.39
3455
0.298
      Temperature = 38 °C;     Flow rate = 56 /pm
* -  Used for only two days.
                                 29

-------
One feature of this  design which aided analysis of the last  stages was the
placement of holes in clusters to concentrate the samples (Figure 8).  Inlet
nozzles with an internal diameter of 0.48 cm were used. These nozzles al-
lowed isokinetic sampling conditions at an airspeed of 36 ms'1 fora flowrate
of 50z/pm. This nozzle diameter was chosen as a tradeoff between the opti-
mum diameters for the sampling speeds typically used for urban (49 ms~  )
and power plant plume  (31 ms~' ) sampling.

      The wing-mounted impactor pod provided aerodynamic stability for the
system.   Each impactor was controlled from inside the aircraft by a  sole-
noid valve.   The  inlet nozzles were,  protected  by a cap on  a movable arm
which rotated out of the way when sample collection began. Quick disconnect
fittings  were  used to allow removal of the  entire impactor, including inlet
nozzle, fromthepod. The vacuum source was  an engine-driven carbon vane
pump.

      Aerosol  samples were collected  on Nuclepore substrates mounted on
collection dishes below the jets.  Most  of these substrates were coated with
gold to optimize the experiment for microscopic analysis.   The substrates
were not  coated with  a collection grease  because of interferences with the
microscopic analysis.  This increased the probability of errors in the size
selectivity of the system due to particle bounce-off.  Glass-fiber backup fil-
ters were used to  optimize the system for microscopic analysis.  As will be
discussed later, the system optimization for microscopic analysis seriously
hampered the  trace element analysis.

      Impactors were assembled and disassembled in a clean room under a
filtered laminar-flow clean hood.  Prior to assembly the impactor s and noz-
zles were washed  with  soap and water  and rinsed with acetone followed by
distilled  water.   Careful handling procedures were followed to ensure that
the samples were  not contaminated.

Aircraft  Sampling Procedures

      The basic flight pattern used for plume sampling was discussed  in
Section4. Ingeneral, each plume impactor  sample was integrated over sev-
eral of the traverses  made  at  a particular downwind distance.   Impactor
sampling was performed during an entire traverse, thereby entraining  some
background air into the plume samples.  Background aerosol samples  were
obtained  during special traverses made outside of the plume.
                                  30

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                                         75-109
Figure  8.    Jet configuration for 3. 0 fim D    stage (top) and
              0.4/im D   stage (bottom)
                                31

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Analysis of Elemental Composition

      After microscopic analyses of the impactor samples were completed,
they were shipped to Crocker Nuclear Laboratory (University of California,
Davis )for determination of elemental composition. Ion-excited X-ray emis-
sion (IEXE) methods (14) were used to determine sample mass concentra-
tions (ng/cm2 of substrate area) for elements sodium and heavier.  Nominal
uncertainties  for  the IEXE analyses were _+ 10 percent of the reported val-
ue, although values nearthe detection limit were less certain (+_ 30 percent).
In addition, the gold-coated  substrates caused interferences which added to
the uncertainty of the measurements. The backup filters were not analyzed
because glass-fiber filters are incompatible with IEXE analysis.

      Only one of the four impaction areas on each stage was analyzed. The
total mass of an element  on an impactor stage was calculated using the equa-
tion

                              H f    n   A
                              M =  —  Am,
                                    ct

where Mis the total mass of the element (ng), n is the number of impaction
areas on the stage (Table 7),  A is the area  scanned by the IEXE apparatus
(0.9 cm2), m is the elemental concentration (ng/cm  ),  and a is the fraction
of the impaction area contained in the scanned area.  The greatest uncer-
tainty in the total mass  calculation resulted from determination of the value
for a , because it was very difficult to ensure that the impaction area was at
the center of the area scanned by the IEXE system. In order to allow calcu-
lation of approximate total  mass concentrations, the value of a was chosen
to be 0. 5 _+ 0. 25.

      Mass  concentrations corresponding to  the  total mass on an impactor
stage were calculated by  dividing the mass by the air volume sampled.  An
uncertainty of ±10 percent was assumed for the determination of sample air
volume.

      An example of the  results of  an IEXE  analysis is presented in Table
8.  Several of the problems encountered with the elemental composition data
are illustrated in the table,  specifically:

      1 )    Signals  from the  gold-coated substrates tended to
           "swamp" other elements;

      2)    Uncertainties  increased for elemental masses on
           the  order of the minimum sensitivity;

      3)    Determination of total mass on an impactor stage
           contributed  as much error as  the  sample mass
           measurements.
                                  32

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TABLE 8.   EXAMPLE OF ELEMENTAL COMPOSITION DATA
            IMPACTOR STAGE C (3.0-0.4 Mm DIAMETER)

(2)
Element
Na
Mg
Al -
Si
S
Cl
K
Ca
Ti
V
Cr
Mn

Fc
Co
Ni
Cu
Zn
As
Se
Br
Rb
Sr
7.c
Mo
Da
Pt
Au
Hg
Pb
Minimum
Atomic Sensitivity
Number (ng/cm2)
11 187
12 117
13 139
14 143
16 170
17 105
19 64
20 40
22 48
23 40
24 44
25 41

26 41
27 39
28 43
29 36
30 76
33 1599
34 .315
35 210
37 265
38 141
40 190
42 303
56 -158
78 480
79 953
80 712
82 167
,3 > Total Mass On
Sample Mass Imp actor Stage
(ng/cm2) (ng)
206.5 + 81.0 1490 + 1330
(4)
96. 3 J; 26.4 ' 693 J; 540
146. 1 _+ 30.9 1050 jf 750

502. 3 _+ 67. 5 3620 _t 2300
y
104.3 + 20.8 751 jf 530
69. 2_+ 17.4 498 _+ 370
53. 4J; 16.6 384 _+ 310
99. 1 + 20.6


U)
39.9 _+ 14.0 287 jr 240







335.9^ 78.3 2420 + 1770





4021. Q+ 481.8 	


Mass
Concentration
(ng/m3)
676 jh 670
315J; 280
478 jj; 390

1640 _+ 1200

341 _+ 280
226 j 190
175J; 160




131 _+ 120







1100^ 910





	


(l ) Sample integrated over 16 plume traverses 3 km downwind of


Labadie Power Plant,
(2) Elements not reported
8/7/75
were not detected


(3) Sample mass values and uncertainties as reported by Crocker

Nuclear Laboratory.


(* ) Sample mass below minimum sensitivity of analysis.
                                33

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Interferences from gold-coated substrates are  thought to be the most sig-
nificant  source of  error in the IEXE analysis, particularly because of the
possibility that some elements might have been masked  completely by the
gold.  In addition,  it is possible that some of the signals identified as being
caused by  other elements were actually spuriously generated by the gold.

Summary of Measurement Errors

      The major sources  of  error in the  elemental composition data  are
listed  in Table  9, along  with  methods for  reducing the errors in the future.
The most serious errors were caused by optimization of the system for mi-
croscopic analysis, although significant errors were  caused by inexperience
with the  system.  It should be noted that the airborne impactor system was
developed for the 1975 MISTT  program,  and  experience gained during the
program has led to the development of more accurate sampling techniques.
Specifically,  flight  plans involving  orbits in the plume for sample collection
have provided representative plume samples with  sufficient mass for accu-
rate analysis. In addition, techniques have been developed that allow a more
precise positioning of samples in  the IEXE apparatus.   These techniques
have reduced the error in the calculation of totalmass on an impactor stage
from 50  percent or more to about  10 percent.

ANALYSIS

Sampling Summary

      Four types of impactor samples were collected:  power plant plume,
urban  plume,  background, and regional.  Power plant plume  samples were
collected in the plume of the coal-fired Labadie power plant.   This plant,
located about 55 km west  of the St.  Louis Gateway Arch, is rated at 2250
MW gross  generating capacity.

      Urban plume  samples were collected downwind of St. Louis, Missouri.
The plume from the industrial/refinery complex at Wood River, Illinois (just
across the Mississippi  River from St.  Louis) was usually imbedded in the
St.  Louis plume, and was considered to be part of the urban plume.

      Background impactor samples were collected  in conjunction with ur-
ban and power  plant plume samples. These samples were collected so that
the contribution of the background to plume pollutant concentrations could be
determined.

      On 1 0 August 1 975,  a special flight plan was usedto study the horizontal
and vertical distribution of pollutants between Kansas City, Missouri,  and
Indianapolis,  Indiana.   This regional sampling took place during stagnant,
low-visibility meteorological  conditions over much of the sampling area.
                                  34

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TABLE  9.
SUMMARY OF SIGNIFICANT MEASUREMENT ERRORS
Approx.
Magnitude
Source of Error (Percent)
Particle bounce-off Unknown
or reentrainment
Non-isokinetic 10
sampling
Use of glass-fiber
filters, which pre-
vented IEXE analysis
Spurious signal Unknown
generation by gold
Masking of real Unknown
signals by gold
Uncertainties in 10-30
IEXE analysis
system
Inaccurate position- 50
ing of sample in
IEXE apparatus
Flow Measurement 10
Inclusion of back- 30
ground air in plume
samples
NOTES: a) Magnitudes of errors
b) Errors with unknown
most serious sources
Method for Improvement
Coat substrates with a collec-
tion grease
Higher- re solution flow mea-
surements
Use Nuclepore or paper filters
Do not use gold-coated sub-
strates
Do not use go Id- coated sub-
strates
Longer sample collection
times
More precise positioning of
samples in IEXE apparatus
Higher- resolution flow
me a s ur ement
Collect plume samples only
while in plume
generally are rough estimates
magnitudes are believed to be
of uncertainty
                                35

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A summary of the impactor samples is given in Table 10.

Elemental Composition of Aerosol Samples

      Recognizing that measurement errors make quantitative analyses of
the impactor data highly unreliable, the analytical effort was directed towards
qualitatively understanding  the elemental  composition of the aerosol sam-
ples.  No attempt was made to analyze the change in chemical composition
with particle size because of the large potential for particle bounce due to
the ungreased  substrates.   Because  the  aerosols of  primary interest to
Project MISTT are those in the accumulation mode (generally 0. 1-2 Mm di-
ameter), only data from stage C of the impactors (0. 4-3 jim diameter) were
evaluated.

      Before discussing the  characteristics of the elemental composition of
the aerosol samples, it is  important to reiterate the limitations of the data.
The  size interval covered by stage C is predicted by  theory to be 0.4-3.0
 H m diameter. The impactor was not calibrated  for this program, and the
actual interval might be different.  In addition, this stage probably collected
some particles larger than  3. 0 pm as a result of particle  bounce from the
larger stage.  Another major limitation of the data is the interference caused
by the gold coating on the substrates.  Although the effects of the interfer-
ence are  not known, it  is possible that signals from some elements were
masked and others enhanced by  the gold.  No corrections  for these effects
could be applied to the data.

      The average elemental composition of the four types  of aerosol sam-
ples  collected during the program is depicted in  Figure  9.   Average compo-
sition  for each category was calculated  by summing the mass of each ele-
ment on all impactors in the category to determine  total elemental mass.
Elemental masses less than the detection limit of the IEXE  system were not
included in the sum.   Total detected sample mass was calculated by sum-
ming the total elemental masses for elements with atomic  masses between
Na and Fe (inclusively).  The average contribution of each element (percent
of total detected  mass) was found by dividing total elemental mass by total
detected sample mass.

      This method of presenting the data was chosen because it does  not in-
clude the  errors  involved in  calculating mass concentrations discussed ear-
lier.   The drawback to such a presentation is that differences between the
distributions can be masked or enhanced by differences in total mass con-
centrations.   For example, an element  uniformly distributed in  the atmo-
sphere would comprise different portions of the  total sample mass for each
category even though its mass concentration was constant. This bias in pre-
sentation was unavoidable because of the large errors involved in calculating
                                  36

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                                         TABLE   10.   IMP AC TOR SAMPLING SUMMARY
Date (1975)
July 17
July 18
July 24-25
July 28
July 29-30
August 6
August 7-8
August 8-9
August 10
August 1 1
August 12
August 1 3

Time (CDT)
0730-1330
0700-1900
2115-0430
1315-1800
1330-1130
1700-1930
1730-0115
2215-0145
0515-1745
0745-2130
0800-1515
0645-1100

Mission
Emphasis
Urban
Urban
Labadie
Urban
Urban
Labadie
Labadie
Labadie
Regional
Urban
Urban
Labadie
Number of Samples
Power Plant Urban
Plume Plume Regional
4
4
4
3
8
2
6
3
4
3
4
4
TOTAL 19 26 4
Background
--
--
1
1
--
1
1
1
--
3
--
2
10
OJ

-------
 100
 90
 80
 70
 60
 50
 40
 30
 20
 10
Power Plant Urban
Plume Plume

K (3%)
Al (3%)
Mg (3%)
Ti (3%)
Na (4%)

P (5%)
V (5%)

Cl (11%)


S (30%)

Si (31%)




90


80


70
60
50

40
30
20
10
0



P (4%)
Fe (47.)

Cl (5%)

Si (11%)


S (66%)




                                       100
                                       90
                                       80
                                       70
                                       60
                                       50
                                       40
                                       30
                                       20
                                       10
Backgroun

Mg (5%)
Fe (7%)
Na (7%)
Al (7%)
Cl (9%)

S (24%)


Si (34%)

d
100
90
80
70
60
50
40
30
20
10
0
Regional
Sampling

P (3%)
Si (3%)
Fe (4%)
Cl (7%)


S (81%)


Figure  9.    Elemental composition of  aerosol samples (0. 4-3. 0 Mm dia).
             Reported values are averages for all samples collected on
             gold-coated Nuclepore substrates.  Only elements with atomic
             masses between Na and Fe (inclusively) are included in total.
             Elements comprising two percent or less of the total mass
             are not listed.
                                    38

-------
mass concentrations.  For future studies, a more representative presenta-
tion would be  to scale the height of each column in Figure 9 by the,.average
mass concentration for that category.

      One obvious  feature of  the distributions in Figure  9 is the predomi-
nance of sulfur.  The fact that sulfur is a major species in all four types of
samples indicates  that it is widely distributed in the atmosphere,  and thus
must be considered a regional as well as a local-source  pollutant. However,
the abundance of sulfur in the regional sampling data is somewhat  surpris-
ing,  because intuitively  the expected  composition should be  similar  to that
for the background  samples.  One explanation for the pronounced difference
is that the background distribution is an average covering several days with
varying meteorology,  while the regional samples were collected over a time
period of about 12 hours in a very hazy air mass. The regional samples may
be indicative of the  dominant role played by sulfur  in visibility reduction in
large-scale hazy air masses.   This subject is discussed further by Husar
et al (15).

      The similarity between the power plant plume and background sample
composition is probably a result of the manner in which samples were col-
lected.  Because a  large amount of background  air is sampled during plume
traverses, the two types of samples should be similar.  The effects of the
power plant plume can be observed in the data, because such typical plume
constituents as vanadium, titanium, and potassium were observed in  signif-
icant quantities (> 2 percent of total mass) only in the power plant plume
samples.

      The  other  major  elements in  the aerosol composition, silicon and
chlorine, are  primarily of natural origin. Although silicon is a common el-
ement in power plant plumes, its primary origin is soil.  One possible ori-
gin of the chlorine  is sea salt advected into the area from the Gulf of Mexi-
co.

      One element  that was not detected in the urban samples (and that might
be expected to be  present) is lead, a major component  of automobile  ex-
haust.  However, work byFlocchini et al (14) indicated that most of the lead
in urban aerosols  is present in the 0.6 pm diameter and smaller size range.
This could be  the  reason for the lack of lead in the St. Louis urban plume
samples, although  this hypothesis would require analysis of the backup fil-
ters  for confirmation.

      Two aspects  of the  elemental  composition data that were unexpected,
and for  which  no plausible explanations could be found, are the lack of iron
in the power  plant  plume samples and the lack of  calcium in all samples.
Although these elements were present  in small quantities (<  2 percent of
                                   39

-------
total mass),  a substantially greater percentage was expected.   Coal-fired
power plants are generally considered to be major sources of iron, and their
plumes should contain significant amounts of that element.  Likewise, cal-
cium is a primary constituent of the earth's crust, and  should have appeared
in the aerosol samples. Further work is needed to determine if the absence
of these elements is significant  or an artifact of the sampling and analysis
methods.
                                   40

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                            REFERENCES
1.    White,  W.H. ,  J. A.  Anderson, W.R. Knuth, D. L. .Blumenthal,  J. C.
      Hsiung and R.  B. Husar, 1976.  Midwest Interstate Sulfur Transfor-
      mation and Transport  Project:  Aerial Measurements  of Urban and
      Power  Plant Plumes, Summer 1974.  EPA-600/3-76-11 0.

2.    White,  W.H. ,  J. A. Anderson, D. L.  Blumenthal, R. B.  Husar, N. V.
      Gillani, J. D.  Husar, andW.E.  Wilson, Jr.   1976.  Formation and
      Transport of Secondary Air Pollutants:  Ozone and Aerosols in the St.
      Louis Urban Plume. Science.  194:187-189.

3.    White,  W. H. ,  D.  L.  Blumenthal,  J.  A.  Anderson, R. B.  Husar,
      and W. E.  Wilson,  Jr. 1977.  Ozone Formation in the St. Louis Ur-
      ban Plume.  International Conference on Photochemical Oxidant Pol-
      lution and Its Control Proceedings.  EPA-600/3-7-001a, p.  237.

4.    White,  W.H. ,  J. A. Anderson, D. L.  Blumenthal, R. B.  Husar, N. V.
      Gillani, S.B. Fuller, K.T. Whitby, and  W.E. Wilson,  Jr.  1976.  For-
      mation of  Ozone and Light-Scattering Aerosols in the St.  Louis Urban
      Plume. 171st National American Chemical Society Meeting. New York,
      New York.  April.  In:  Proceedings  of the Division of Environmental
      Chemistry.

5.    White,  W.H. ,  D. L. Blumenthal, J. A. Anderson, R. B.  Husar, and
      W. E. Wilson,  Jr. 1976. Formation and Transport of Light-Scattering
      Aerosols in the  St.  Louis Urban Plume. Symposium on Radiation in
      the  Atmosphere. Garmisch-Partenkirchen,  Germany. August.  (Pro-
      ceedings to be issued. )

6.    Blumenthal, D. L. ,  and W. H. White.,  1977.  Transport of  Oxidant and
      Oxidant Precursors . 5th  National Symposium of the Air Pollution  Con-
      trol Division of The  American Society of Mechanical Engineers. Pitts-
      burgh,  Pennsylvania.  May 11-12.

7.    Wilson, W. E.  1977.  Midwest Interstate Sulfur Transformation and
      Transport Study (MISTT): Summary.  International  Symposium on Sul-
      fur  in the  Atmosphere. Dubrovnik, Yugoslavia. September. (Proceed-
      ings to be published in  Atmospheric Environment)
                                   41

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 8.    Husar, R. B. ,  J. D. Husar,  N. V. Gillani, S.B.  Fuller, W.H.  White,
      J. A. Anderson, W. M. Vaughn, andW.E. Wilson,  Jr.  1976.  Pollu-
      tant Flow Rate Measurement in Large Plumes:  Sulfur Budget in Pow-
      er Plant and Area Source Plumes in the St.  Louis  Region.  1 71st Na-
      tional American  Chemical Society Meeting.   New  York, New York.
      April.  In: Proceedings of the Division of Environmental Chemistry.

 9.    Durham, J. L. , W.E.  Wilson, V. P.  Aneja, J. H.  Overton, Jr., D. L.
      Blumenthal, J. A.  Anderson, S. Frisella, W. Dannevik,  L.  Hull,  and
      R. Woodford.  1977.   Sulfate Aerosol Formation Rate in an  Oil-Fired
      Power Plant Plume.   83rd National Meeting of the American Institute
      of Chemical Engineers.  Houston, Texas.  March 20-24.
                                                / V
10.    Markson, R. ,  D. L. Blumenthal, and J. Sedlacek.  1977.  Atmospheric
      Electrical Plume Detection: Theory and Field Measurements. Ameri-
      can Nuclear Society Topical Symposium. Aerial Techniques for Envi-
      ronmental Monitoring.  Las Vegas, Nevada.  March 7-11.

11.    Anderson,  J. A. , et al.  1976.  Vol. I:  Sampling Summary:  Aircraft
      Monitoring Support for an Aerosol Characterization Study in St.  Louis
      --1975 Program. Vol. II:  1975 MISTT  Data Volume.  MRI Report 76
      FR-1417.

12.    Anderson,  J.  A.,  et al. 1977.  Airborne Measurements in Oil-Fired
      Power  Plant Plume--Tampa Study. MRI Report 77-FR-1491.

13.    Draftz, R. G. , J.Graf, and G. Yamate.   1976.  Microscopical Analy-
      sis of Aerosols Transported from St. Louis. 171st National American
      Chemical Society Meeting.   New York.  New  York.  April.  In: Pro-
      ceedings  of the Division of  Environmental Chemistry.

14.    Flocchini,  R. G. ,  T.  A. Cahill, D. J.  Shodoan, S.  J. Lange, R. A.
      Eldred, P. J. Feeney,  G.W. Wolfe, D. C. Simmcroth,  J. K.  Suder.
      1976. Monitoring California's Aerosols by Size  and Elemental Compo-
      sition.  Environmental Science and Technology. 10(l):76-82.

15.    Husar, R. B. , N.V. Gillani, J. D. Husar,  C. C. Paley,  P.N. Turcu.
      Long Range Transport of Pollutants Observed Through Visibility Con-
      tour Maps, Weather Maps  and Trajectory Analysis.  3rd Symposium
      on  Atmospheric Turbulence, Diffusion and Air Quality. American Me-
      teorological Society.  Raleigh, North Carolina. October.
                                  42

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               PROJECT MISTT BIBLIOGRAPHY
 PUBLICATIONS

 Bower, Kide (J. R. Brock).  A Method of Modelling Chemically Re-
     active  Plumes.   M.S.  Thesis. University of Texas, Austin,
     Texas.  August, 1976.

 Chatfield, R. , and R. A.  Rasmussen.  1977.  An Assessment of the
     Continental Lower Tropospheric Ozone Budget.  Internationa 1
     Conference on Photochemical Oxidant Pollution and Its Control
     Proceedings.  EPA-600/3-7-OOla, p.  121.

 Cunningham, P. T. , and S. A. Johnson. 1976.  Spectroscopic Obser-
     vation of Acid  Sulfate in Atmospheric  Particulate  Samples.
     Science.  191:77-79.

 Fondario, D. A. (W. E. Wilson and H. Jeffries).   An Analysis of a
     High Sulfate Episode at Wheeling, West Virginia. M.S. Thesis.
     University  of North  Carolina.  August  1976.

 Husar, J. D.,  R. B.  Husar, and P. K. Stubits.  1975. Determin-
     ation of Submicrogram Amounts  of Atmospheric  Particulate
     Sulfur.  Anal. Chemistry. 47:2062.

§Husar, J. D. ,  R. B. Husar,  E. S. Macias, W^   E. Wilson,  Jr.,
     J.  L. Durham,  W. K.  Shepherd, and J. A.  Anderson.  1976.
     Particulate Sulfur Analysis :  Application to High Time-Resolu-
     tion Aircraft Sampling in  Plumes.  Atmospheric Environment.
     J_0:591-595.

 Husar, R. B. 1976. Thermal Analysis of Aerosols.  J. Thermal Anal.
     10:2.
 § - Denotes analyses of MRI aircraft data collected as part of the field
    programs described herein (Summer 1975, February 1 976, Feb-
    ruary 1977).
                               43

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 Husar, R. B., D. E. Patterson, C. C. Paley, N. V. Gillani. Ozone
     in Hazy Air Masses. 1977. International Conference on Photo-
     chemical Oxidant Pollution and Its Control Proceedings. EPA-
     600/3-7-OOla,  p. 275.

 Rasmussen,  R. A., and R. Chatfield.  1977. Hydrocarbon and Oxi-
     dant Chemistry Observed at a Site Near St. Louis.  EPA-600/
     000.

 Wesely,  M.  L. ,  B. B. Hicks, W. P. Dannevik,  S. Frisella, and
     R. B. Husar. An Eddy-Correlation Measurement of Particulate
     Deposition from the Atmosphere.  Submitted to:  Atmospheric
     En vi r onment.

 Whitby, K. T. , B.  K. Cantrell, R. B. Husar, N. V. Gillani,  J.A.
     Anderson,  D. L. Blumenthal, W. E.  Wilson, Jr. Aerosol For-
     mation in a Coal-Fired Power Plant  Plume. Submitted to:  At-
     mospheric Environment.

 White, W. H.,  J. A. Anderson, W. R. Knuth,  D. L.  Blumenthal,
     J. C. Hsiung  and R. B. Husar. 1976. Midwest Interstate Sulfur
     Transformation and Transport Project:  Aerial Measurements
     of Urban and Power Plant  Plumes,  Summer 1974.  EPA-600/
     3-76-110.

§ White, W.H.,  J. A.  Anderson, D. L.  Blumenthal,  R. B.  Husar,
     N. V. Gillani,  J. D. Husar, and W.  E. Wilson, Jr. 1976.  For-
     mation  and Transport of Secondary  Air Pollutants: Ozone and
     Aerosols in the St.  Louis Urban Plume. Science. 194:187-1 89.

§White, W.  H. , D.  L. Blumenthal, J.  A. Anderson,  R. B.  Husar,
     and W.  E.  Wilson,  Jr. 1977.  Ozone Formation in the St. Louis
     Urban Plume. International Conference on Photochemical Oxi-
     dant Pollution and Its Control Proceedings. EPA-600/3-7-001a.
     p. 237.

§White, W. H. NOX -O3 Photochemistry in Power Plant Plumes:
     Comparison of Theory with Observation.  Environ.  Sci. &
     Technol.,  11:10,, pp.  995-1000.
 § - Denotes analyses of MRI aircraft data collected as part of the field
    programs described herein (Summer 1975, February 1 976, Feb-
    ruary 1977).
                              44

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§ Wilson, W.E., Jr.,  R. J. Charlson,  R. B.  Husar, K. T. Whitby,
    and D. L. Blumenthal.  1977. Sulfates in the Atmosphere: A Pro-
    gress Report on Project MISTT. EPA-600/7-77-021.

§ Wilson, W.E. , Jr., 1977. Sulfate Formation in Power Plant Plumes:
     A Critical Reveiew.   EPA-600/000.
 PRESENTATIONS
 1973 Annual Meeting of the  Air Pollution Control Association  Pa-
 cific Northwest International Section.  Seattle, Washington. Novem-
 ber  1973.

 Blumenthal, D. L.  Measurement of Physical and Chemical Plume
     Parameters Using an Airborne Monitoring System.
 Division of Environmental Chemistry American Chemical Society.
 Los Angeles, California.  March-April 1974.

 Husar, R. B. ,  D. L. Blumenthal, J. A. Anderson, and W. E. Wil-
     son,  Jr. The Urban Plume of St.  Louis.
 68th  Annual Meeting,  Air Pollution Control Association.  Boston.
 Massachusetts.  June 1975.

 Vaughn, W. M. , R. Sperling, N. V. Gillani, and R. B.  Husar. Hori-
     zontal SO« Mass Flow Rate Measurements in Plumes: A Com-
     parison of Correlation Spectrometer Data with a Dispersion and
     Removal Model.

 White,  W.H. , and D. L. Blumenthal. The Stability and Long Range
     Transport of Ozone or Ozone Precursors.
 § -  Denotes analyses of MRI aircraft data collected as part of the field
     programs described herein (Summer 1 975, February 1 976, Feb-
     ruary 1977).
                                   45

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 International Symposium on the Development of Nuclear-based Tech-
 niques for the Measurement, Detection, and Control of Environmen-
 tal Pollutants.   March 15-19, 1976.  Vienna, Austria.

 Cunningham, P. T. , and B. D. Holt. Stable Isotope Ratio Measure-
     ments in Atmospheric  Sulfate Studies.
 171st National American Chemical Society Meeting. New York, New
 York. April 1976. In; Proceedings of the Division of Environmental
 Chemistry.

§Draftz, R. G., J. Graf, and G. Yamate.  Microscopical Analysis of
     Aerosols Transported from St.  Louis.

 Draftz, R. G. , and  J.  Graf.   Microscopical Analysis of St. Louis
     TSP.

§Husar,  R. B. ,  J.  D.  Husar, N. V. Gillani,  S.  B. Fuller, W.H.
     White, J.  A. Anderson, W.  M. Vaughan, and W. E. Wilson, Jr.
     Pollutant Flow Rate Measurement in Large Plumes: Sulfur Bud-
     get in  Power Plant and Area Source Plumes in the St.  Louis
     Region.

 Whitby, K. T.  , B. K. Cantrell,  R. B. Husar, N. V.  Gillani,  J. A.
     Anderson', D.  L. Blumenthal, and W. E. Wilson,  Jr.  Aerosol
     Formation in a Coal-Fired Power Plant Plume.
            0
§ White, W. H.  , J. A.  Anderson, D. L.  Blumenthal, R. B. Husar,
     N. V.  Gillani, S. B. Fuller,  K.  T.  Whitby, and W. E. Wilson,
     Jr.  Formation of Ozone and Light-Scattering Aerosols in  the St.
     Louis Urban Plume.

§ Wilson, W. E. , Jr. ,  R. B. Husar, W. H. White, K. T. Whitby, D. B.
      Kittleson. Chemical Reactions in  Power Plant Plumes.
   - Denotes analyses of MRI aircraft data collected as part of the field
     programs described herein (Summer 1975, February 1976, Feb-
     ruary 1977).
                               46

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 69th Annual Meeting. Air Pollution Control Association.  Portland,
 Oregon.  June 1976.

§Draftz, R. G.  Aircraft Collection and Microscopical Analyses of
     Ambient Aerosols from Urban Atmospheres.

§Wilson, W.  E. , Jr., R. J.  Charlson, R. B. Husar, K. T.  Whitby,
     D.  Li. Blumenthal.  Sulfates in the  Atmosphere.
 Symposium on Radiation in the Atmosphere. Garmisch-Partenkirchen,
 Germany. August 1976. (Proceedings to be issued)

 Husar, R. B. Determination  of Ambient H2SO4 and its Ammonium
    Salts by  in-situ Aerosol Thermal Analysis.

 Husar, R.  B. ,  N. V.  Gillani,  J.  D. Husar, C. C.  Paley.  Large
    Scale  Haziness  over Midwestern and  Eastern United States.

§White, W. H. , D. L.  Blumenthal, J. A. Anderson, R. B. Husar, and
    W. E.Wilson, Jr. Formation and Transport of Light-Scatter ing
    Aerosols in the St.  Louis Urban Plume.
 International Conference on Stable Isotopes. August 4-6.1976. Low-
 er Hutt,  New  Zealand.

 Holt,  B.D. , P. T. Cunningham, and A. G. Engelkemeir. Application
    of Oxygen-18 Analysis to the Study of Atmospheric Sulfate For-
    mation. In Press.
 Symposium on Aerosol Science and Technology. 82nd National Meet-
 ing of American Institute of Chemical Engineers. Atlantic City, New
 Jersey.  September 1976.

§Husar, R.  B. ,  N. V. Gillani, and J. D. Husar. Particulate Sulfur
    Formation in Power Plant, Urban and  Regional Plumes.

§Whitby, K. T. , and B. K.  Cantrell.  Size Distribution and Concen-
    tration of Atmospheric Aerosol.
 § -  Denotes analyses of MRI aircraft data collected as part of the field
     programs described herein (Summer 1 975, February 1 976, Feb-
     ruary 1977).
                                47

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 NATO/CCMS 7th Technical Meeting on Air Pollution Modeling and its
 Applications. Airlie, Virginia. September 1976. (Proceedings to be
 issued).

 Gillani, N. V. , and R. B. Husar. Analytical-Numerical Model for
     Mesoscale Transport, Transformation and Removal of Air Pol-
     lutant s.

 Husar, R. B.,  N. V. Gillani, J. D. Husar. A Study of Long Range
     Transport from Visibility Observations, Trajectory Analysis and
     Local  Air Pollution Monitoring Data.

 Overton, J. H. , B. K. Lamb, and F. H. Shair. A Dual Tracer Study
     for Validation of Models with Respect to High and Low Altitude
     Sources.
 3rd Symposium on AtmosphericTurbulence. Diffusion and Air Qual-
 ity.  American Meteorological Society. Raleigh, North Carolina.
 October 1976.

 Dannevik, S. , S. Frisella,  L.  Granat,  and R. B. Husar.  SOj Depo-
     sition Measurements in the St.  Louis Region.

 Gillani,  N. V. , and R. B.  Husar.  Mesoscale  Model for Pollutant
     Transport, Transformation and Ground Removal.

 Husar, R. B. , N. V. Gillani,  J.  D.  Husar,  C. C. Paley, P. N.
     Turcu. Long Range Transport of Pollutants Observed Through
     Visibility Contour Maps, Weather Maps and Trajectory Analysis.

§Wilson,  W. E.,  Jr., R.  B.  Husar,  N. V. Gillani, S. B.  Fuller,
     W. H. White,  J. A. Anderson,  and D. L. Blumenthal.  Charac-
     terization of Urban Plumes.
 Non-Urban Tropospheric Composition Symposium.  Miami Beach.
 Florida.  November 10-12. 1976.

 Rasmussen, R. A., R. B.  Chatfield, and M. W. Holden. Transport
    of Hydrocarbon and Oxidant  Chemistries Observed at a Rural
    Mid-West Site.

 § - Denotes analyses of MRI aircraft data collected as part of the field
    programs described herein (Summer 1 975, February 1 976, Feb-
    ruary 1977).
                               48

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 4th National Conference on Fire and Forest Meteorology. Society of
 American  Foresters/American  Meteorology Society.  St. Louis.
 Missouri.  November 1976.  (Proceedings to be issued).

 Gillani, N. V. , and R. B. Husar. Synoptic Haziness Over the Eastern
     United States and Its  Long Range Transport.
 American Nuclear Society Topical Symposium. AerialTechniques for
 Environmental Monitoring. Las Vegas, Nevada.  March 7-11, 1977.

 Markson,  R. , D. L.  Blumenthal, and J. Sedlacek.  Atmospheric
    Electrical Plume Detection: Theory and  Field  Measurements.
 83rd National Meeting of the American Institute of Chemical Engi-
 neers.  Houston. Texas.  March 20-24, 1977.

§Durham,  J.  L. ,  W. E.  Wilson, V. P.  Aneja,  J. H. Overton, Jr.,
     D. L. Blumenthal, J. A. Anderson, S. Frisella, W. Dannevik, L.
     Hull, and R.  Woodford.  Sulfate Aerosol Formation Rate in an
     Oil-Fired Power Plant Plume.
 5th National Symposium of the Air Pollution Control Division of The
 American Society of Mechanical Engineers.  Pittsburgh, Pennsylva-
 nia.  May 11-12. 1977.

§Blumenthal, D. L. , and W. H. White.  Transport of Oxidant and Oxi-
    dant Precursors.
 International Symposium on Sulfur in the Atmosphere. Dubrovnik,
 Yugoslavia. September 1977. (Proceedings to be published in Atmo-
 pheric Environment)

 Invited Papers  -

 Charlson, R. J.  Chemical Properties of Sulfur Aerosols.

 Husar, R.  B.  Project MISTT - Sulfur Budget in Large Plumes.
 § - Denotes analyses of MRI aircraft data collected as part of the field
    programs described herein (Summer 1975, February 1 976, Feb-
    ruary 1977).
                                49

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 International Symposium on Sulfur in the Atmosphere.  Dubrovnik,
 Yugoslavia. September 1977.  (Proceedings to be published in Atmo-
 spheric Environment.  (Continued)

 Invited Papers  (Continued)

§ Wilson, W.E. Midwest Interstate Sulfur Transformation and Trans -
     port Study  (MISTT): Summary.

 Contributed Papers -

§Blumenthal,  D. L. , J.  A. Ogren,  and J. A.  Anderson. Airborne
    Sampling System for Project MISTT.

 Cobourn, G. , R. B.  Husar,  J. D. Husar. Monitoring of Ambient
    H_SO4andits Ammonium Salts byin-situ Aerosol Thermal Anal-
    ysis.

 Cantrell,  B. K. , and  K. T.  Whitby.  Aerosol Size Distributions
    and Aerosol Volume Formation  Rates for Coal-Fired Power
    Plants.

 Gillani, N.  V.,  R. B. Husar,  J. D. Husar, D.  E. Patterson. Pro-
    ject MISTT:   Kinetics of Particulate Sulfur Formation  in  a
    Power Plant Plume out to 300 km.

 Gillani, N. V.  Project MISTT:  Mesoscale Plume Modeling of the
     Dispersion, Transformation,  and Ground Removal of SO2«

 Kittelson, D. B. , M. Veermersch, B.Y.H. Liu, D. Y. H.  Pui, K. T.
    Whitby,  and R. L. McKenzie.   Total  Sulfur Aerosol Detection
    with  an  Electrostatically  Pulsed Flame Photometric Detector
    System.

 Leslie, A. C. D. , M. S. Ahlberg, J. R. Winchester, and  J. W. Nel-
    son.  Aerosol Characterization  for Sulfur Oxide Health Effects
    Assessment.

 Liu,  B.Y.H. ,  D.Y.H.  Pui,  K. T.  Kittelson,  D. B. Kousaka.Y.
    Kousaka,and R. L.  McKenzie.  The Aerosol Mobility  Chromato-
    graph:   A New Detector for Sulfuric Acid Aerosols.
 § - Denotes analyses of MRI aircraft data collected as part of the field
     programs described herein (Summer 1 975, February 1976, Feb-
     ruary 1977).
                               50

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International Symposium on Sulfur in the Atmosphere. Dubrovnik,
Yugoslavia. September 1977. (Proceedings to be published in Atmo-
spheric Environment.  (Continued)

Contributed Papers (Continued) -

Lyons,  W. A. ,  E. M. Rubin,  K. T. Whitby.  Satellite Detection of
     Long Range  Pollution Transport and Sulfate Aerosol Hazes.

Smith, T.B., D. L. Blumenthal, J. A.  Anderson, A.H. Vanderpol,
    and R. B. Husar. Long Range Transport of SCL in Power Plant
    Plumes: Day and Night.

Whitby, K. T.,  B. K. Cantrell,  D. B. Kittelson.  Nuclei Formation
    Rates in a  Coal-Fired Power Plant Plume.
MRI DATA VOLUMES

Anderson, J.A., et al. 1976.  Vol. I:  Sampling Summary: Air-
     craft Monitoring Support for an Aerosol Characterization Study
     in St. Louis-1975 Program. Vol. II: 1975 MISTT Data Volume.
     MRI Report 76 FR-1417.

Anderson, J.A., et al. 1977.  Airborne Measurements in Oil-Fired
     Power Plant Plume--Tampa Study.  MRI Report 77 FR-1491.

White, W. H. ,  J.  A. Anderson,  et al.  1975.  Summary Report-
     Aircraft Monitoring Support for an Aerosol Characterization
     Study in St. Louis.  MRI Report 75 FR-1335.
§ - Denotes analyses of MRI aircraft data collectedas part of the field
   programs described herein (Summer  1975, February 1976,  Feb-
   ruary 1977).
                             51

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                          APPENDIX A

      AIRBORNE SAMPLING SYSTEM FOR PROJECT MISTT
The measurement system installed on the Cessna 206 in the summer of
1976 is described  in a paper entitled "Airborne Sampling System for
Plume Monitoring", prepared for presentation at the International Sym-
posium on Sulfur,  September 7-14, 1977, Dubrovnik, Yugoslavia,  to
appear in Atmospheric Environment,  January,  1978. The system on
the aircraft in 1975,and in the winters of 1976 and 1977, was identical,
with only minor exceptions :

      1)    The hydrocarbon/halocarbon sample collec-
           tion system was  not installed in 1975;

      2)    The stripchart recorder was not installed in
           1975;

      3)    The venturi exhaust was used as the vacuum
           source for the sulfate sampler in 1975;

      4)    The optical particle counter electronics were
           mounted on the floor just aft of the electrical
           aerosol analyzer in  1975;

      5)    The impactor system and size distribution
           measurement system were not installed dur-
           ing the February 1976 sampling program at
           the Moss Landing power plant;

      6)    An ultraviolet  photometer was installed on
           the aircraft for the February 1977 sampling
           program.
                              52

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                                   TECHNICAL REPORT DATA
                            (Please read Instructions on the reverse before completing)
 1. REPORT NO.
 EPA-600/7-78-041
TITLE AND SUBTITLE  POLLUTANT MEASUREMENTS  IN PLUMES  FROM
POWER  PLANTS  AND CITIES
Summer 1975,  February 1976, and February 1977
A Project  MISTT Report	
                                                           3. RECIPIENT'S ACCESSIOI*NO.
                                                           5. REPORT DATE
                                                            March 1978
                                                          6. PERFORMING ORGANIZATION CODE
7. AUTHOR(S)  •
                                                          8. PERFORMING ORGANIZATION REPORT NO.
  J. A.  Ogren,  D.  L.  Blumenthal, J. A. Anderson
  and  W.  H.  White	
                                                          MRI 77 FR-1511
9. PERFORMING ORGANIZATION NAME AND ADDRESS
  Meteorology Research, Inc.
  464 West  Woodbury Road
  Altadena,  California 91001
                                                         10. PROGRAM ELEMENT NO.

                                                          INE625 EA-07 (FY-77)
                                                         11. CONTRACT/GRANT NO.
                                                          68-02-2245
 12. SPONSORING AGENCY NAME AND ADDRESS
  Environmental  Sciences Research Laboratory  - RTP, NC
  Office  of  Research and Development
  U.S. Environmental Protection Agency
  Research Triangle Park, NC  27711               	
                                                         13. TYPE OF REPORT AND PERIOD COVERED

                                                          Final fi/1R/7R-in/1R/77	
                                                         14. SPONSORING AGENCY CODE '
                                                          EPA/600/09
 15. SUPPLEMENTARY NOTES
 i. ABSTRACT
       [Airborne  measurements of aerosols and  polluted  gases in urban and  power plant
   plumes-were  conducted during the summer of  1975,  February 1976, and February  1977
   in the  vicinity of St.  Louis, Missouri; Moss  Landing,  California; and, Clearwater,
   Florida,  respectively.   The principal objective was  to characterize the physical
   and  chemical behavior of these plumes under a  variety  of meteorological conditions,
   with emphasis  on sulfur transport and transformation.I Results illustrate the
   regional  nature of air pollution.  The transport  of  well-defined urban, plumes
   over 150  km  downwind of a city was documented  during day and night conditions.
   Power plant  plumes were sampled over 100 km downwind of the source at night and
   during  the day over the ocean; strong dilution mechanisms limited the sampling
   of power  plant plumes to 40 km during the day  over land.   Measurements indicated
   that, when the plume was not well mixed to  the ground, the mass flux of sulfur in
   the  plume did  not change with distance.  In urban plumes, a significant reduction
   in sulfur was  found; only about one-third of  the  emissions were transported beyond
   100  km  downwind of the  city.

       New  techniques used in this study included an airborne impactors system for
  aerosol collection and  atmospheric electrical measurements for plume tracting.
 7.
                               KEY WORDS AND DOCUMENT ANALYSIS
                  DESCRIPTORS
 * Air pollution
 * Aerosols
 * Sulfates
 * Sulfur dioxide
 * Sulfuric acid
   Electric power  plants
 * Plumes
                   *  Conversion
                   *  Measurement
                      Airplanes
                                             b.lDENTIFIERS/OPEN ENDED TERMS
Project MISTT
                                                                      c. COSATl Field/Group
13B
07D
07B
10B
21B
 8. DISTRIBUTION STATEMENT
  RELEASE TO PUBLIC
                                              19. SECURITY CLASS (This Report)
                                               UNCLASSIFIED	
                                                                        21. NO. OF PAGES
                                           20. SECURITY CLASS (Thispage)

                                             UNCI ASSTFTFn	
                                                                      22. PRICE
EPA Form 2220-1 (9-73)
                                         53

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