EPA-450/4-91-017
USER'S GUIDE To THE
PERSONAL COMPUTER VERSION
OF THE BIOGENIC
EMISSIONS INVENTORY SYSTEM
(PC-BEIS)
By
Thomas E. Pierce
Air Resources Laboratory
National Oceanic And Atmospheric Administration
And
Keith A. Baugues
Technical Support Division
Office Of Air Quality Planning And Standards
U.S. Environmental Fr-^t-ectl.' i /.7T*ic.y
Region 5, Lihiv ••, ' •"'•
230 S. Dearborii . . :. j^;... '. --
Ghicago, IL 60604
Office Of Air Quah'ty Planning And Standards
Office Of Air And Radiation
U. S. Environmental Protection Agency
Research Triangle Park, NC 27711
July 1991
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This report has been reviewed by the Office Of Air Quality Planning And Standards, U. S. Environmental
Protection Agency, and has been approved for publication as received from the contractor. Approval does
not signify that the contents necessarily reflect the views and policies of the Agency, neither does mention
of trade names or commercial products constitute endorsement or recommendation for use.
EPA^SO/4-91-017
11
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AFFILIATION
Mr. ThoBas E. Pierce is on assignnent fron the National Oceanic and Ataospheric Adninistration to the
Atmospheric Research and Exposure Assessnent Laboratory, Office of Research and Developuent, D.S. Environnental
Protection Agency, Research Triangle Park, NC.
Mr. Keith Baugues works in the Enission Inventory Branch, Technical Support Division, Office of Air
Quality Planning and Standards, D.S. Environmental Protection Agency, Research Triangle Park, NC.
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ABSTRACT
The Personal Computer version of the Bipgenic Emissions Inventory System (PC-BEIS) has been developed
to allow users to estinate hourly enissions of biogenic non-nethane hydrocarbon emissions for any county in the
contiguous United States. PC-BEIS has been compiled using Microsoft FORTRAN and tested on IBH-conpatible
personal computers. The source code was written in ANSI FORTRAN 77 and should be transportable to most other
computers. Mission rates depend on land use, leaf bioiass, and eiission factors. PC-BEIS also includes
adjustments due to tenperature and sunlight. A sinple leaf energy balance module is included to allow more
refined calculations of leaf temperature and sunlight through forest canopies. This user's guide briefly
describes the technical background, provides an overview of conputer aspects, and shows an example test case.
IV
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CONTENTS
DISCLAIMER ii
AFFILIATION iii
ABSTRACT iv
TABLES vi
FIGURES vii
ACKNOWLEDGMENTS viii
INTRODUCTION 1
DATA REQUIREMENTS 3
TECHNICAL DESCRIPTION 4
COMPUTER ASPECTS 10
TEST EXAMPLE 14
REFERENCES 18
APPENDIX A A-l
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TABLES
Hunter Page
1 Exanple of day selection for PC-BEIS 2
2 Leaf bioiass factors for oak, other deciduous, and coniferous
groups 5
3 Land use types, HHHC enission fluxes, and species distribution
used in the PC-BEIS 5
4 Forest enission factors for each bionass category 6
5 Enpirical coefficients used in the environnental factor for
adjusting the isoprene enission rate 6
6 Empirical coefficients used for adjusting the euission rate
rate for non-isoprene coapounds 7
7 Assumed values of leaf area index 9
8 Description of the county pointer file 12
9 Description of the aeteorological data file 12
10 Description of the county land use data file 13
VI
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FIGURES
Number Page
1 Forest canopy model 8
VII
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ACKNOWLEDGMENTS
We are grateful for the programing assistance of Beverly Goodrich, Allan Van Meter, and Paul Waldruff
of the Computer Sciences Corporation. We would especially like to acknowledge Dr. Brian Lanb of Washington
State University for developing the underlying methodology for the BEIS. In addition, the technical direction
provided by Michelle (Miki) Bouley is greatly appreciated.
Vlll
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SECTION 1
INTRODUCTION
Several recent nodeling studies, most notably Chaneides et al. (1988), have highlighted the need to
include biogenic enissions of hydrocarbons in the prediction of ground-level ozone. Unfortunately, no tool has
been readily available for taking these estinates of biogenic enissions. Drawing upon our experience with the
Regional Oxidant Model (ROM) and the Urban Airshed Model (UAM), we have developed a personal conputer-based
system for estiaating biogenic emissions of non-Methane hydrocarbons. The systen described in this user's guide
allows users to estiiate hourly eaissions of isoprene, a-pinene, other nonoterpenes, and unidentified
hydrocarbons for any county in the contiguous United States.
PC-BEIS is intended to Meet two specific needs: 1) to provide an estinate of biogenic VOC enissions
required for baseline emission inventories Mandated by the 1990 Clean Air Act Aaendnents and 2) to provide
hourly estiiates of biogenic VOC euissions needed for use with the Eupirical Kinetics Modeling Approach (EKMA).
For the first need, PC-BEIS gives an estiiate of tons per day. In order to neet EKMA's needs, biogenic
emissions are output on a kilograMS/kiloiaeter2/hour basis for each Major species (isoprene, alpha-pinene,
lonoterpenes and unknowns).
The key question at this point is "What Meteorological data (i.e. what day) should be utilized for purposes
of conputing biogenic eaissions?" The answer depends upon which of the two needs, described above, one is
intending to oeet.
For a baseline inventory the following steps should be followed:
1) Select the top ten days with the highest hourly ozone readings over the Most recent three years of
Monitoring data,
2) Obtain National Heather Service data for daily naxinuD tenperature for each of the ten days,
3) Rank aaxinuu daily teuperatures froii highest to lowest,
4) Select fourth highest based upon naxinuii daily teiperature
5) Use hourly Meteorological data (cloud cover, relative huaidity, wind speed and tenperature) for this
day as input to PC-BEIS.
An exaiple illustrates application of this guidance. The top ten ozone exceedances during the latest three
year period, 1987-89, are shown in Table 1. After the values are ranked by tenperature, the fourth highest is
selected. In this case it is June 30, 1987. Meteorological values for that day should be input to PC-BEIS.
In the event that two days have the saie Maximal teMperature which would be the fourth highest, the one with
the lowest average daily wind speed should be selected.
For use with EKMA, nuMerous days will need to be siaulated with PC-BEIS. These will correspond to the days
which will be Modeled with EKMA.
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Table 1. Example of Day Selection for PC-BEIS
Date
6/25/88
6/26/88
7/3/89
8/10/87
9/4/88
6/30/87
8/5/88
8/12/88
7/17/88
6/6/88
Ozone
Level fppmi
0.162
0.159
0.157
0.155
0.152
0.147
0.145
0.144
0.144
0.138
Maximum
Temperature (F)
93
88
92
87
91
90
88
84
87
85
Ranked by Temperature
Date
6/25/88
7/3/89
9/4/88
6/30/87
' 6/26/88
8/5/88
8/10/87
7/17/88
6/6/88
8/12/88
Ozone
Level (ppm)
0.162
0.157
0.152
0.147
0.159
0.145
0.155
0.144
0.138
0.144
Maxima
Temperature (F)
93
92
91
90 4th highest
87
87
85
84
This user's guide is organized to provide a brief technical background and sufficient information to
run the model. Section 2 reviews the data requirements of the model. Section 3 discusses the technical aspects
of the system. Section 4, especially of interest to those installing the program, examines computer aspects.
Section 5 provides a test example.
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SECTION 2
DATA REQUIREMENTS
The data requirements for PC-BEIS are modest. The user needs to obtain infornation on the county of
interest and hourly meteorological data. To run PC-BEIS, the following data are required:
Site information:
- County Federal Information Processing System (FIPS) code (a list of FIPS codes for every county in
the contiguous United States is given in Appendix A)
- Latitude, longitude
- Time zone (5=EST, 6=CST, etc.)
- Month, day, year, hour(s)
Meteorological data (hourly):
- Surface wind speed (m/s)
- Ambient air temperature (°C)
- Relative humidity (fraction)
- Opaque sky cover (fraction)
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SECTION 3
TECHNICAL DESCRIPTION
In response to regional air pollution Modeling needs, the D.S. EPA sponsored developient of a Biogenic
Enissions Inventory Systeu (BEIS) as described in Pierce et al. (1990). The Methodology used in BEIS, with one
uinor exception, has been used in PC-BEIS. In PC-BEIS, we have opted for a more simplistic algorithm for the
reduction of sunlight due to clouds because most users will not have access to the detailed cloud layer data
used in regional model applications. We feel that the accuracy sacrificed with this simple algorithm will be
minimal.
PC-BEIS combines features of the Laub et al. (1987) and Novak and Reagan (1986) methodologies. It also
includes a simple canopy model (Gay, 1987) for estimating profiles of temperature and sunlight within forest
canopies. In calculating biogenic non-nethane hydrocarbons (NHHC) emissions, PC-BEIS considers land use, leaf
biomass factors, emission factors, and environmental adjustment. For non-forested areas, the basic emission
rate eolation for a county can be expressed by the following:
n
{ JL EF^ F^SJ) } (1)
where ER^ is the emission rate (^g h"1) of chemical species i (either isoprene, a-pinene, other nonoterpenes,
or unidentified hydrocarbons) summed over j=n types of land use, k is the area (m2) of the land use type j,
EFjj is the emissions flux factor (fig m~2 h"1) for chemical species i and land use type j, and F^(S,T) is an
uniuess environmental adjustment factor that varies as a function of sunlight intensity S and leaf temperature
T.
The emission rate equation for forested areas is expressed somewhat differently with the following:
n
ERj = I { Ai BF^ EFj, F^fS,!) } (2)
j=l
where the terms are the same as equation (1) except BFj- is a leaf biomass factor (g m~2) which relates the mass
of dry leaf to forest area and the emission factor EfA is given in terms of pg (g-leaf biomass)"1 h"1.
Land Dse Areas
Land use data for each county were extracted from the Oak Ridge National Laboratory's GEOECOLOGY data
base (Olson et al., 1980). Although some of the land use data date back to the early 1970's, it was the most
comprehensive national data base available for this version of PC-BEIS. To correspond to available emission
factors, the GEOECOLOGY data were aggregated into 25 land use types. The 104 forest types in the database were
designated as either (1) primarily oak, (2) other deciduous, or (3) primarily coniferous to correspond to the
emission factors of Lamb et al. (1987).
Leaf Biomass Factors
Leaf biomass factors were taken directly from Lamb et al. (1987). Biomass in each of the three forest
groups is partitioned into four emission categories as shown in Table 2.
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TABLE 2. Leaf bionass factors (g n~2) for oak, other deciduous,
and coniferous groups (fron Laib et al., (1987).
Forest High isoprene
group deciduous
Oak
Other deciduous
Coniferous
185
60
39
Enission
Low isoprene
deciduous
60
185
26
cateoory
Non-isoprene
deciduous
60
90
26
Non-isoprene
coniferous
70
135
559
Eaission Factors
The emission factors in BEIS are largely based on the Lanb et al. (1987) analysis of the ZiDiierian
(1979) Taapa Bay Study. Sone agricultural eiission rates were Modified using factors given in Novak and Reagan
(1986). Emission factors for the 25 land use categories are listed in Table 3. The factors in Table 3 are
expressed as standardized fluxes and reflect eiission rates assuaed for full sunlight and 30'C. Emission fluxes
for forests were obtained by multiplying the leaf bioiass factor (g »"2) given in Table 2 by the appropriate
enission factor (jig (g-leaf bioaass)"1 h"1) given in Table 4.
TABLE 3. Land use types, NHHC eiission fluxes, and species distribution
used in the PC-BEIS. Fluxes are standardized to 30*C and
full sunlight.
Land use
. Type
Oak
Corn
Other decid.
Coniferous
Urban
Peanuts/Rice
Tobacco
Grass/Pasture
Hay/Scrub/Range
Potato
Sorghui
Alfalfa
Barley/Cotton/Oats
Rye/kisc.
Wheat
Soybeans
Water /Barren
NHHC flux
(IN l'2 If1)
4258
3542
3353
3106
771
510
294
281
189
48
39
38
38
30
22
0
Percent contribution (bv lass)
isoprene
73
0
63
24
53
20
0
20
20
20
20
50
20
50
100
0
a-pinene
3
10
5
21
10
25
10
25
25
25
25
10
25
10
0
0
•onoterpene
3
10
6
23
11
25
10
25
25
25
25
10
25
10
0
0
unidentified
21
80
26
32
26
30
80
30
30
30
30
30
30
30
0
0
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TABLE 4. Forest emission factors (/jg (g-leaf biomass)"1 h"1) for each biomass emission category,
standardized for full sunlight and 30'C (fron Lamb et al., 1987).
Enission category
Chemical High isoprene
species
Isoprene
ct-pinene
Honoterpene
Unidentified
deciduous
14.69
0.13
0.11
3.24
Low isoprene
deciduous
6.60
0.05
0.05
1.76
Non-isoprene
deciduous
0.0
0.07
0.07
1.91
Non-isoprene
coniferous
0.0
1.13
1.29
1.38
Emission fluxes are expressed in terns of total NHHC and are broken down by isoprene, a-pinene, other
monoterpenes, and unidentified hydrocarbons. Enission fluxes from forests are generally nuch higher than other
land use areas. One exception is com, which has considerable uncertainty and is based on only six samples.
Recent experimental data by Winer et al. (1990) indicate low emissions fron corn. More study is needed for
resolving corn's emission rates particularly for areas of the country where land use is largely agricultural.
One striking feature about Table 3 is that a large percentage of the emissions are lumped into the
unidentified hydrocarbon category. This is necessary because the original field researchers often were unable
to speciate the HC compounds from the gas chromatography and a significant mass of EC's were speciated along
•any GC peaks whose individual lasses were snail but the sun was substantial. The identification of these
unidentified HC's is an area needing nore attention, particularly for ozone nodeling.
Environmental Adjustment Factors
Laboratory studies by Tingey et al. (1980, 1981) and Tingey (1981) showed a strong relationship of
biogenic NHHC enissions to leaf teiperature. For isoprene eaissions, they also showed a relationship to
sunlight. PC-BEIS computes environmental adjustment factors as a function of temperature and sunlight using
the relationships suggested by Tingey and his colleagues. We have also incorporated a simple leaf energy
balance model to simulate the vertical profiles of leaf temperature and solar radiation in forest canopies.
For non-forest canopies and urban forests, PC-BEIS assumes that the leaf temperature equals ambient
temperature and that solar intensity impacts all leaves egually. PC-BEIS adjusts non-isoprene emissions with
the following exponential relationship:
F(T) = exp[a (T - 30)] (3)
where F(T) is the unitless environmental adjustment factor, a is an empirical coefficient whose values are given
in Table 5, and T is the leaf temperature (*C).
TABLE 5. Empirical coefficients used for adjusting the
emission rate for non-isoprene compounds.
Compound
Alpha-pinene 0.067
Honoterpene 0.0739
Dnidentified 0.0739
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The adjustment factor for isoprene emissions is nodeled with the following equation:
F(S, T) =
where a, b, c, d, and e are enpirical coefficients whose values are given in Table 6. Leaf tenperature T is
expressed in *C. Solar intensity S is given in units of pE a"2 s and refers to the photon flux density in the
visible (or photosynthetic) portion of the spectrua (.4-.7 /«). We have assuaed that 50* of the sun's energy
is in the visible spectrua. This inplies that 1 langley Bin"1 (visible solar energy) equals 2916 pE a"2 s"'.
Thus, the light saturation value of 800 pE a"2 s"1 is approxiaately equal to 0.55 langley ain"1 of total solar
energy, a level which is easily reached by aid-aoming on a sunny suaaer day. PC-BEIS estiaates solar intensity
based upon day of year, tiae of day, latitude, longitude and aaount of cloud cover, all of which are inputs to
PC-BEIS.
TABLE 6. Eapirical coefficients used in the environaental
factor for adjusting the isoprene eaission rate.
Light intensity
(ft a'V1)
800
400
200
100
a
1.200
0.916
0.615
0.437
Eapirical coefficients
bed
0.400
0.239
0.696
0.312
28.30
29.93
32.79
31.75
0.796
0.462
0.077
0.160
e
1.00
1.95
4.75
10.73
The calculation of solar intensity is based on Iqbal (1983), and the cloud attenuation factor cones froa
Holtslag and Van Olden (1983).
For non-urban forest canopies, sunlight and leaf teaperature are coaputed as a function of height.
Solar radiation is assuaed to decrease exponentially through the forest canopy and is aodeled with the following
equation:
S = SQ exp( -k LAI) (5)
where S is the solar intensity (both the total solar intensity in langley Bin"1 and the visible [PAR] flux in
JJE a"2 s"1 are coaputed), SQ is the value of S at the top of the canopy, k is an extinction coefficient, and LAI
is the leaf area index (a2 a"2) which is suaaed through the forest canopy. Leaf area index represents the
aeters2 of leaf surface per aeter2 of land area. Values for k were adapted froa Baldocchi et al. (1984) and
are assuaed to be 0.42 for PAR and 0.18 for total solar intensity. Values of LAI suaaed down through the forest
canopies are listed in Table 7. Individual layers are assuaed to be 1.5a thick for deciduous forest and 2.OB
thick for coniferous following the femulation of Gay (1987). This is represented graphically in Figure 1.
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TABLE 7. Assumed values of leaf area index (a2 n~2) sunned
down through the deciduous and coniferous forest types.
Layer
8
7
6
5
4
3
2
1
LAI (I
Deciduous
0.54
1.85
3.93
5.25
5.90
6.01
6.01
6.01
i2 n~2)
Coniferous
0.46
1.56
3.07
5.04
7.01
8.39
8.83
9.08
The total solar energy conputed for each layer is used to conpute the leaf tenperature. We have adapted
the canopy nodel of Gay (1987). Gay's nodel is based on a leaf energy balance equation given by Gates and
Papian (1971) which can be expressed sinply as follows:
Q = IR + L + C (6)
where Q is the radiant energy absorbed by the leaf (including solar energy S and infrared energy fron the ground
and nearby leaves), IR is the infrared energy eaitted by the leaf, L is the latent heat loss or gain which
depends aostly on the relative huiidity and sonewhat on the wind speed, and C is the convective heat loss or
gain which depends on the wind speed and the difference between leaf tenperature and air tenperature. Equation
(6) is solved iteratively to deteriine a value for the leaf tenperature which causes the equation to balance.
In general, nodeled leaf tenperatues near the top of the canopy on sunny, light wind days can be ~8*C
-warner than the anbient tenperature. Leaf tenperatures in the lower portion of the canopy tend to be a couple
of degrees cooler than the anbient tenperature.
Values of leaf tenperature and PAR for each layer are used in equation (3) and (4) to conpute the
appropriate environnental adjustnent factors. The bionass of each forest type is scaled vertically to natch
the vertical variations in LAI. Eaission rates in each layer are conputed separately and then sunned over the
entire canopy.
It should be noted that we consider the canopy nodel to be a first-order, seni-eapirical schene.
Although it is based on equations and coefficients found in the literature, it has not been subjected to a
rigorous validation. The nodel is undergoing further research and developnent and it will be updated as
inprovenents becone available.
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SECTION 4
COMPUTER ASPECTS
This section discusses installation procedures, aachine requirenents, software design, and data
structures associated with PC-BEIS.
Installation Procedures
The executable file, source code, and necessary data files are available on EPA's CHIEF (Clearinghouse
for Inventories and Enission Factors) electronic bulletin board. The access nuaber for CHIEF is 919/541-5742.
To install the progran, sinply follow the procedures given on the bulletin board.
Model Requireaents
PC-BEIS is written to confon with the FORTRAN 77 standard and has been conpiled on the PC with
Microsoft FORTRAN version 4.1. The source code, however, should be easily adapted to uost FORTRAN coupilers.
PC-BEIS has been conpiled to allow its use on IBM-coipatible personal computers. The current executable version
does not require the use of a uath co-processor.
The executable and land use data files needed to run PC-BEIS will take up approxinately 2 MB of aeiory.
It is recoraended that PC-BEIS users have a iath co-processor, although it is not required.
Software Design
PC-BEIS has been written in a Modular fashion and to the extent possible confons to the ANSI FORTRAN 77
standard. It consists of a aain prograi and nine other subroutines or functions. The relationship of the lain
progran and the other routines is shown below.
10
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MAIN
ERASE
CDRS
CHTY3
— ISRCHI
— CDRS
HETOOT
CORRCT
-EXIT
1— SOLBIO
L
SOLELY
END OF PROGRAM
A brief description of each nodule is given below.
MAIN - Controls user inputs and outputs; calls routines that perforn
calculations
ERASE - Utility routine to erase the terminal screen
CDRS - Dtility routine to control cursor novenents
CNTY3 - Reads in county land use data and coiputes standardized emission rates
ISRCHI - Function which deternines what address to access in the county
land use file
HETODT - Outputs a aeteorological file after a user has entered data on
the terninal
CORRCT - Conputes hourly environnental adjustnent factors; includes the
canopy aodel
EXIT - Dtility routine to terminate the progran if an error is found
SOLBIO - Coiputes hourly total and visible solar radiation
SOLELV - Conputes solar angle
11
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Data Structure
Although the user data input requirenents are nininal, PC-BEIS eiploys several data files that are
critical to its operation. PC-BEIS also outputs several files for the user. A brief description of each data
file used in PC-BEIS is given below.
CNTYPTR.DAT - Data that establishes a link between the county FIPS code
input by the user and the address location in the county land use
file (CNTY.DAT)
OUTNAM - Output file naaed by the user (unit 25)
HETNAH - Optional input file containing hourly leteorological data (unit 10)
for up to 24 hours; it can also optionally be used to output
•eteorological data (unit 14) that have been entered through the
on-screen nenu
CNTY.DAT - Direct-access, binary file that contains land use data for the counties in the contiguous
D.S.
A lore conplete description of each file, except for OUTNAH which is a general output file, is given
in Tables 8-10.
Table 8. Description of the county pointer file
CNTYPTR.DAT (unit 12)*.
Variable nane Description
ITABLE Integer array dimensioned to 3106.
Each elenent consists of a county FIPS
code whose position in the array
corresponds to the record nuiber in the
county land use data file
* File CNTYPTR.DAT is binary and consists of one record whose length
is 12,500 characters.
Table 9. Description of the neteorological data file
HETNAH.*
Variable nane
IHR**
CLDCVR
RH
0
TSFC
Columns Format
2-5 13
6-11 F6.2
12-19 F6.2
21-28 F6.2
30-37 F6.2
Description
Hour, local standard time (e.g.
Opaque sky cover (fraction)
Relative humidity (fraction)
Wind speed (a s"1)
Aibient air temperature (*C)
,12)
* HETNAH nay be used for input and/or output
(unit 10 for input, unit 14 for output)
** Dp to 24 records (hours) are allowed
12
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Table 10. Description of the county land use data file
CNTY.DAT (unit 10).*
Variable name
Variable type
Description
FIPS
STATE
CNTYID
CNTYARE
URBAN
WATER
BARN
SCRUB
GRASS
OAK
DECD
CONF
ALFA
SORG
HAY
SOYBN
CORN
POTAT
TOBAC
WHEAT
COTT
RYE
RICE
PEANUT
BARL
OATS
HSCRP
OTHER
Integer
CHAR * 2
CHAR * 30
Real
Real
Real
Real
Real
Real
Real
Real
Real
Real
Real
Real
Real
Real
Real
Real
Real
Real
Real
Real
Real
Real
Real
Real
Real
County FIPS code
State abbreviation
County or nunicipality id
Total county area (ha)
Urban area (ha)
Water area (ha)
Barren area (ha)
Scrub area (ha)
Grassland or pasture (ha)
Oak forest (ha)
Other deciduous forest (ha)
Coniferous forest (ha)
Alfalfa (ha)
Sorghun (ha)
Hay (ha)
Soybean (ha)
Corn (ha)
Potato (ha)
Tobacco (ha)
Wheat (ha)
Cotton (ha)
Rye (ha)
Rice (ha)
Peanut (ha)
Barley (ha)
Oats (ha)
Miscellaneous cropland (ha)
Other unidentified land use (ha)
* File CNTY.DAT is a direct access, binary file with a record length of 224 characters. Each record contains
information for a single county.
CNTY.ASC is an ASCII file which contains the land use data. If, land use data are to be changed froi the
values provided, CNTY.ASC mist be aodified and a progran ASCCON.FOR executed to create a new CNTY.DAT file.
The fomat for CNTY.ASC is:
Record
1
PIPS Integer 16
II
STATE CHAR*2
2X
OTTYID CHAR*30
Land Use Free Ponat (categories CNTYARE - SOYBN)
Land Use Free Foraat (categories CORN - OTHER)
13
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SECTIONS
TEST EXAMPLE
In this section, we not only describe the test case, we also step through the test exaaple so that users
can gain soie faiiliarity with the nenu-driven systei.
In this exaaple, we apply PC-BEIS to Wake County, North Carolina, for a 24-hour period. Meteorological
data were obtained froa the National Cliiatic Data Center for the weather reporting station at Raleigh-Durhaa
(RDO) airport. The day chosen for sinulation, 19 August 1988, had a laxiiui teaperature of 103°F (313K) and
light to noderate winds.
Before beginning the model sinulation, we assenble the data required as noted in Section 2. Site
infomation includes the county FIPS code (available in Appendix A) and the latitude and longitude of Hake
County (35.8°N, 78.6°»).
We now begin the model simulation by typing the command
"PCBEIS". The first screen which appears is the following:
Please enter1 "the output filename for this run:
We enter "TEST.OUT" and the Site Input Screen appears as follows:
PCBEIS version 2.2
Sl-ta Input screen
1. PIPS
2. Site description
3. Latitude
4. Longitude
6. Day
6. Month
7. Year
8. Tlae Zone
9. Begin Hour
1O. End Hour
11. continue
12. Quit
37183
35.80
78. 6O
19
a
88
5
1
24
Enter selection number to change and hit RETURN
The default values listed above are for the Wake County example, so
we do not modify any of the values. If the user wishes to modify
a value, however, he/she would select the variable number (for
example, enter an "8" for the Time Zone). The program will
position the cursor in the appropriate location, whereupon the user
may enter a new value. Once the Site Input Screen is finalized,
the user should enter "11" to continue.
The next screen displays standardized emission rates for our
test case. These values represent an hour with a temperature of 30
deg C and full sunlight. This screen can also be used to verify
that the proper FIPS code has been entered.
14
-------
BIOGENIC RC EMISSIONS BY COONTY
BASED ON BEIS
*** STANDARDIZED EMISSION RATES ***
Assunlng 3O deg C & bright Sun
****** wake Co
HOB-FOREST EMISSIONS:
ISOPRENE (kg/hr) -
ALPHA-PINENE (kg/hr) -
HONOTERPENE (kg/hr) -
UNKNOWN (kg/hr) >
FOREST EMISSIONS:
ISOPRENE (kg/hr) -
ALPHA-PINENE (kg/hr) -
MONOTERPENE (kg/hr) -
UNKNOWN (kg/hr) -
*** TOTAL HC EMISSIONS FOR Wake Co
COONTY AREA (k«2)~~ - 2157.62
(kg/hr)
(kg/hr)
(kg/hr)
(kg/hr)
NC ******
ISOPRENE
ALPHA-PIN ENE
MONOTERPENE
UNKNOWN
BIT RETURN TO CONTINOE
25.69
46.25
46.25
170.12
4141.13
155.54
166.77
1231.22
4166.81
201.79
213.02
14O1.34
NC
FLUX (kg/km2/hr):
FLDX (kg/km2/hr):
FLDX ( kg/ka2/hr):
FLDX (kg/k»2/hr):
1.931
.094
.099
.649
The next screen asks:
Do you wish to use a MET file for hourly met parameters:
If you have already created a Meteorological file, answer YES.
your meteorological file:
Enter -the MET filename:
The next screen will ask for the name of
We then enter "TEST. MET' for our example, and the screen below i» shown.
PCBEIS version 2.2
Hourly Met Input Screen
6
7
8
9
10
11
12
OPTIONS
CLDCVR : "C"
RH : "R"
WS : "W"
TPSR : "T"
Hour CldCvr
1 .30
2 .SO
3 .60
4 l.OO
5 l.OO
.SO
.SO
.SO
.OO
.10
.10
.10
RELB WS TpSf
.56 3.1O 26.70
.58 .OO 26.1O
.63 .OO 25.6O
.61 3.6O 26.1O
.61 3.60 26.70
.66 3.1O 25.6O
.63 4.1O 25.6O
.66 3.6O 25.6O
.56 4.6O 28.3O
.47 4.1O 3O.60
.42 4.10 32.80
.35 3.6O 35.OO
DCP Hour : "D"
NEXT HOUR : "N"
GO : "S"
QDIT : "Q"
Hour CldCvr RELR WS TpSf
13 .10 .31 3.6O 3S.6O
14 .10 .28 4.6O 37.2O
15 .30 .16 4.60 38.9O
16 .40 .15 6.7O 38.3O
17 .40 .15 8.2O 37.SO
18 .30 .25 5.7O 35.60
19 .30 .24 5.1O 35.OO
2O .30 .25 4.1O 33.3O
21 .30 .38 5.1O 3O.6O
22 .30 .45 4.1O 3O.OO
23 .60 .49 4.1O 29.4O
24 .60 .54 3.6O 28.3O
Cloud cover (Fraction SO* - .50)
Rel HUB (Fraction sot - .SO)
Wind speed (meters /second)
Surface Temp. (Degrees C)
Hit RETURN to continue
Initially, only one line of meteorological data is displayed.
One line at a time may be modified with the options in the left-
hand corner of the screen. Enter a "C" and RETURN to enter a
different cloud cover value, or an "R" for relative humidity, a "W"
for wind speed, or a "T" for temperature. Proceed to the next hour
with an "N" for NEXT or the "D" to DUPLICATE the previous line. If
no changes are desired, you may use the "G" for GO to fill i'n the
entire meteorological file. Then push RETURN to continue the
program.
If you want to use PC-BEIS to build your meteorological file
from scratch, answer NO to "Do you wish to use a MET file for
hourly met parameters?" One line of default meteorological data
will be displayed. The values may be modified using the options in
the left-hand corner. New values may be entered until your file is
complete. Then push RETURN to continue the program.
Preparation of a meteorological file is cumbersome using the
procedure in PC-BEIS. These files can also be built outside of PC-
BEIS using a text editor, word processing or spreadsheet program.
15
-------
The format consists of five columns of data which include: hour,
sky cover (fraction), relative humidity (fraction), wind speed
(meters per second) and temperature (deg C). Columns should be
separated by a space and must be in ASCII format. Table 9
describes this format, which is illustrated below:
Sky Rel Wind
Hour Cover Hum Speed Temp
1 0.3 0.56 3.1 26.7
2 0.5 0.58 0.0 26.1
3 0.6 0.63 0.0 25.6
4 1.0 0.61 3.6 26.1
5 1.0 0.61 3.6 26.7
6 0.8 0.66 3.1 25.6
7 0.8 0.63 4.1 25.6
8 0.5 0.66 3.6 25.6
9 0.0 0.56 4.6 28.3
10 0.1 0.47 4.1 30.6
11 0.1 0.42 4.1 32.8
12 0.1 0.35 3.6 35.
13 0.1 0.31 3.6 35.6
14 0.1 0.28 4.6 37.2
15 0.3 0.16 4.6 38.9
16 0.4 0.15 6.7 38.3
17 0.4 0.15 8.2 37.8
18 0.3 0.25 5.7 35.6
19 0.3 0.24 5.1 35.0
20 0.3 0.25 4.1 33.3
21 0.3 0.38 5.1 30.6
22 0.3 0.45 4.1 30.0
23 0.6 0.49 4.1 29.4
24 0.6 0.54 3.6 28.3
Next there is the option of saving the aeteorological data file as the following is displayed:
Do you want to save the MET file for later use?:
In our example, we answer "no" because the data file was not
modified. If we had answered "yes", the following command would
have been displayed:
Enter the MET filename:
PC-BEIS now begins its computations and displays a status line like
the following:
Processing HOUR: 3
The last query from the program is as follows:
Do you wish to aaJce another selection? (Y/N):
We answer "no" and the final screen is displayed:
Program output is located in TEST.OOT
Program finished.
16
-------
A listing of this output file is shown below.
EMISSION RATES CORRECTED FOR MET INPUTS
*****Wake Co NC*****
Simulation Data : 8/19/88
Latitude : 35.SO
Longitude : 78.SO
TlM Zone i .5
HR
CU> RELH
HIND THPSRF ISOPRENE
frac t rac . »/•
1
2
3
4
5
6
7
8
9
1O
11
12
13
14
15
16
17
18
19
2O
21
22
23
24
.30
.SO
.60
1.00
l.OO
.SO
.80
.SO
.OO
.10
.10
.10
.10
.10
.30
.40
.40
.30
.30
.30
.30
.30
.60
.60
.56
.58
.63
.61
.61
.66
.63
.66
.56
.47
.42
.35
.31
.28
.16
.15
.15
.25
.24
.25
.38
.45
.49
.54
3.1O
.op
.OO
3.6O
3.6O
3.1O
4.10
3.6O
4.60
4.1O
4.1O
3.60
3.6O
4.6O
4.6O
6.7O
8. 2O
5.70
5.1O
4.1O
5.1O
4.1O
4.1O
3.60
C
26.70
26. 1O
25. 6O
26.10
26. 7O
25. 6O
25. 6O
25. 6O
28. 3O
3O.6O
32. SO
35.OO
3S.6O
37.2O
38.90
38.30
37. SO
35. 6O
35.OO
33. 3O
3O.6O
3O.OO
29. 4O
28. 3O
kg/h
.00
.OO
.OO
.00
.OO
19.98
326.14
854.17
1852.56
3233.63
4294.84
5O55.92
5095.43
5142.11
4863.67
3769.11
2418.45
73O8 . 88
.OO
.OO
.OO
.OO
.00
.OO
ISO FLOX ALPHA-P APH FLUX HOMOTERP HON FLDX
kg/km2-h
.000
.000
.000
.000
.000
.OO9
.151
.396
.859
1.499
1.991
2.343
2.362
2.383
2.254
1.747
1.121
.339
.000
.000
.OOO
.000
.OOO
.OOO
kg/h kg/k»2-h
134.34
116.69
112.94
129.99
135.03
123.67
131 . 21
144.52
181.45
215.26
249.62
283.24
289.51
3O8.48
322.21
3O2.88
286.95
243.88
233 . 7O
207 . 96
175.66
167 . 86
161.59
149.79
.062
.OS4
.052
.O6O
.063
.057
.061
.067
-O84
.1OO
.116
.131
.134
.143
.149
.140
.133
.113
. 1O8
.096
.081
.078
.075
.06 9
kg/h kg/ka2-b
135.98
116.28
112.18
131.14
136.76
124 . 12
132.49
147.43
189.57
228.93
269.56
309.82
317.33
34O.2O
356.81
333.31
314. O9
262.55
250.55
22O.26
182.84
173 . 88
166.74
153 . 34
.063
.OS4
.052
-O61
.063
.058
.061
.068
.088
. 1O6
.125
.144
.147
.158
.165
.154
.146
.122
.116
,1O2
. 085
.081
.077
.071
ON1OJWN UMK FLUX
kg/h kg/kM2-h
857.56
713.08
688. O6
828.54
863.58
78O.92
845.98
962.15
1249. O9
1513.46
1782.37
2O4O.OO
2081.72
2211.13
2282.23
212O.81
1988.46
1655.80
1579.24
1387.25
1155.19
1O97.O8 _. -
1052.59
967 . 46
.397
.330
.319
.384
.4OO
.362
.392
.446
.579
.701
.826
.945
.965
1.O25
1.O58
.983
.922
.767
.732
.643
.535
-5O8
.488
.448
Total Species : 37656.87 17.453 48O8.44 2.229 51O6.14 2.367 327O3.77 15.157
Total of all species : 8O275.23 kg
Total of all species : 88.SO DS short tons
This file is automatically saved using the user specified file
name which was specified at the outset. For this example, it is
TEST.OUT. The viewer can use the DOS TYPE command to view the data
on the screen. The PRINT command can be used to print a hard copy
of the results. Please note that the output results exceed 80
characters in width. The user must refer to a DOS manual to make
the appropriate modifications for either screen or printing for
his/her particular system. The output can also be viewed or
printed through use of a text editor, word processing or
spreadsheet program.
17
-------
REFERENCES
Baldocchi, D., D. Matt, B. Hutchison, and R. McMillen (1984): Solar
radiation within an oak-hickory forest: an evaluation of the
extinction coefficients for several radiation components
during fully-leafed and leafless periods. Agricultural and
Forest Meteorology, 32, pp. 307-322.
Chameides, W., R. Lindsay, J. Richardson, and C. Kiang (1988): The
role of biogenic hydrocarbons in urban photochemical smog:
Atlanta as a case study. Science, 241, pp. 1473-1475.
Gates, D., and L. Papian (1971): Atlas of Energy Budgets on Plant
Leaves, Academic Press, New York.
Gay, D. (1987): A national inventory of biogenic hydrocarbon
emissions based upon a simple forest canopy, M.S. thesis,
Washington State University, Pullman, WA, 73 pp.
Holtslag, A., and A. van Ulden (1983): A simple scheme for daytime
estimates of the surface fluxes from routine meteorological
data. Journal of Climate and Applied Meteorology, 22, pp.
517-529.
Iqbal, M. (1983): An Introduction to Solar Radiation, Academic
Press, New York.
Lamb, B., A. Guenther, D. Gay, and H. Westberg (1987): A national
inventory of biogenic hydrocarbon emissions. Atmospheric
Environment, 21, pp. 1695-1705.
Novak, J., and J. Reagan (1986"): A comparison of natural and man-
made hydrocarbon emission inventories necessary for regional
acid deposition and oxidant modeling. In Proceedings of the
79th Air Pollution Control Association Annual Meeting,
Minneapolis, MN, 20 pp.
Olson, R., C. Emerson, and M. Nunsgesser (1980): GEOECOLOGY: A
County-Level Environmental Data Base for the Conterminous
United States, ORNL/TM-7351, Oak Ridge National Laboratory,
Oak Ridge, TN.
Pierce, T., B. Lamb, and A. Van Meter (1990): Development of a
biogenic emissions inventory system for regional scale air
pollution models. In Proceedings of the 83rd Air and Waste
Management Association Annual Meeting, Pittsburgh, PA, 16
pp.
Tingey, D., M. Manning, L. Grothaus, and W. Burns (1980): Influence
of light and temperature on monoterpene emission rates from
slash pine. Plant Physiology, 65, pp. 797-801.
18
-------
Tingey, D. (1981): The effect of environmental factors on the
emission of biogenic hydrocarbons from live oak and slash
pine. Atmospheric Biogenic Hydrocarbons, edited by J.
Bufalini and R. Arnts, pp. 53-79, Ann Arbor Science
Publications, Ann Arbor, MI.
Tingey, D., R. Evans, and, M. Gumpertz (1981): Effects of
environmental conditions on isoprene emissions from live
oaks. Planta, 152, pp. 565-570.
Winer, A., J. Arey, S. Aschmann, R. Atkinson, W. Long, L. Morrison,
and, D. Olszyk (1990): Hydrocarbon Emissions from
Vegetation Found in California's Central Valley, Final
Report for the California Air Resources Board, Contract
No. A732-155, Sacremento, California.
Zimmerman, P. (1979): Determination of Emission Rates of
Hydrocarbons from Indigenous Species- of Vegetation in the
Tampa Bay/Petersburg, Florida Area, EPA-904/9.-77-028, U.S.
Environmental Protection Agency, Atlanta, GA.
19
-------
APPENDIX A
COUNTY AND MUNICIPALITY PIPS CODES
A-l
-------
***
1001
1003
1005
1007
1009
1011
1013
1015
1017
1019
1021
1023
1025
1027
1029
1031
1033
1035
1037
1039
1041
1043
1045
1047
1049
1051
1053
1055
1057
1059
1061
1063
1065
1067
1069
1071
1073
1075
1077
1079
1081
1083
1085
1087
1089
1091
1093
1095
1097
***
Autauga Co
Baldwin Co
Barbour Co
Bibb Co
Blount Co
Bullock.Co
Butler Co
Calhoun Co
Charters Co
Cherokee Co
Chilton Co
Choctaw Co
Clarke Co
Clay Co
Cleburne Co
Coffee Co
Colbert Co
Conecuh Co
Coosa Co
Covington Co
Crenshaw Co
Cullnan Co
Dale Co
Dallas Co
De Kalb Co
Elmore Co
Escaabia Co
Etowah Co
Fayette Co
Franklin Co
Geneva Co
Greene Co
Hale Co
Henry Co
Houston Co
Jackson Co
Jefferson Co
Lanar Co
Lauderdale Co
Lawrence Co
Lee Co
Liuestone Co
Lowndes Co
Macon Co
Madison Co
Marengo Co
Marion Co
Marshall Co
Mobile Co
1099
1101
1103
1105
1107
1109
1111
1113
1115
1117
1119
1121
1123
1125
1127
1129
1131
1133
*** AZ
4001
4003
4005
4007
4009
4011
4013
4015
Honroe Co
Hontgoiery Co
Morgan Co
Perry Co
Pickens Co
Pike Co
Randolph Co
Russell Co
St Clair Co
Shelby Co
Suiter Co
Talladega Co
Tallapoosa Co
Tuscaloosa Co
Halker Co
Washington Co
Wilcox Co
Binston Co
***
Apache Co
Cochise Co
Coconino Co
Gila Co
Grahai Co
Greenlee Co
Haricopa Co
Mohave Co
4017 Havajo Co
4019 Piia Co
4021 Final Co
4023 Santa Cruz Co
4025 Yavapai Co
4027 Yuaa Co
***
5001
5003
5005
5007
5009
5011
5013
5015
5017
5019
5021
5023
5025
5027
5029
***
Arkansas Co
Ashley Co
Baxter Co
Benton Co
Boone Co
Bradley Co
Calhoun Co
Carroll Co
Chicot Co
Clark Co
Clay Co
Cleburne Co
Cleveland Co
Columbia Co
Conway Co
A-2
-------
5031 Craighead Co
5033 Crawford Co
5035 Crittenden Co
5037 Cross Co
5039 Dallas Co
5041 DeshaCo
5043 Drew Co
5045 Faulkner Co
5047 Franklin Co
5049 Fulton Co
5051 Garland Co
5053 Grant Co
5055 Greene Co
5057 Heipstead Co
5059 Hot Springs Co
5061 Howard Co
5063 Independence Co
5065 Izard Co
5067 Jackson Co
5069 Jefferson .Co
5071 Johnson Co
5073 Lafayette Co
5075 Laurence Co
5077 Lee Co
5079 Lincoln Co
5081 Little River Co
5083 Logan Co
5085 LonokeCo
5087 Madison Co
5089 Marion Co
5091 Miller Co
5093 Mississippi Co
5095 Monroe Co
5097 Montgomery Co
5099 Nevada Co
5101 Newton Co
5103 Ouachita Co
5105 Perry Co
5107 Phillips Co
5109 Pike Co
5111 PoinsettCo
5113 Polk Co
5115 Pope Co
5117 Prairie Co
5119 Pulaski Co
5121 Randolph Co
5123 St Francis Co
5125 Saline Co
5127 Scott Co
5129 Searcy Co
5131 Sebastian Co
5133 Sevier Co
5135
5137
5139
5141
5143
5145
5147
5149
Sharp Co
Stone Co
Onion Co
Van BurenCo
Washington Co
mite Co
Woodruff Co
Yell Co
*** CA ***
6001 ilaiedaCo
6003 Alpine Co
6005 Aiador Co
6007 ButteCo
6009 Calaveras Co
6011 ColusaCo
6013 Contra Costa Co
6015 Del Norte Co
6017 El Dorado Co
6019 Fresno Co
6021 Glenn Co
6023 HinboldtCo
6025 Iiperial Co
6027 Inyo Co
6029 Kern Co
6031 Kings Co
6033 Lake Co
6035 Lassen Co
6037 Los Angeles Co
6039 MaderaCo
6041 Harin Co
6043 Mariposa Co
6045 Hendocino Co
6047 Merced Co
6049 ModocCo
6051 Mono Co
6053 Monterey Co
6055 HapaCo
6057 Nevada Co
6059 Orange Co
6061 Placer Co
6063 PluiasCo
6065 Riverside Co
6067 Sacraiento Co
6069 San Benito Co
6071 San Bernardino Co
6073 San Diego Co
6075 San Francisco Co
6077 San Joaquin Co
6079 San Luis Obispo Co
6081 San Mateo Co
A-3
-------
6083 Santa Barbara Co
6085 Santa Clara Co
6087 Santa Cruz Co
6089 Shasta Co
6091 Sierra Co
6093 SiskiyouCO
6095 Solano Co
6097 SODOM Co
6099 Stanislaus Co
6101 Sutter Co
6103 Tebaia Co
6105 Trinity Co
6107 Mare Co
6109 Tuolume Co
6111 Ventura Co
6113 Yolo Co
6115 Yuba Co
*** co ***
8001 Adais Co
8003 Alaaosa Co
8005 ArapaboeCo
8007 Arcbuleta Co
8009 Baca Co
8011 Bent Co
8013 Boulder Co
8015 Cbaffee Co
8017 Cheyenne Co
8019 Clear Creek Co
8021 Cone jos Co
8023 Costilla Co
8025 Crowley Co
8027 Caster Co
8029 Delta Co
3031 Denver Co
8033 Dolores Co
8035 Douglas Co
8037 Eagle Co
8039 Elbert Co
8041 El Paso Co
8043 Preiont co
8045 GarfieldCo
8047 Gilpin Co
8049 Grand Co
8051 Gunnison Co
8053 Hinsdale Co
8055 Huerfano Co
8057 Jackson Co
8059 Jefferson Co
8061 Kiova Co
8063 Kit Carson Co
8065
8067
8069
8071
8073
8075
8077
8079
8081
8083
8085
8087
8089
8091
8093
8095
8097
8099
8101
8103
8105
8107
8109
8111
8113
8115
8117
8119
8121
8123
8125
***
Lake Co
La Plata Co
Lariier Co
Las AniiasCo
Lincoln Co
Logan Co
Mesa Co
Mineral Co
Hoff at Co
Monteztna Co
HontroseCo
Morgan Co
Otero Co
Ouray Co
Park Co
Phillips Co
PitkinCo
Prowers Co
Pueblo Co
Rio Blanco Co
Rio Grande Co
Routt Co
Saguache Co
San Juan Co
San Miguel Co
SedgwickCo
SunitCo
Teller Co
Washington Co
Held Co
Yuia Co
***
9001 Fairf ield Co
9003 Hartford Co
9005 Litchf ield Co
9007 Middlesex Co
9009 New Haven Co
9011 New London Co
9013 TollandCo
9015 Hindhai Co
*** DE ***
10001 Kent Co
10003 Hew Castle Co
10005 Sussex Co
*** DC ***
11001 Washington
A-4
-------
*** n. ***
12001 AlacUuaCo
12003 Baker Co
12005 Bay Co
12007 Bradford Co
12009 BrevardCo
12011 BrowardCo
12013 CalhounCo
12015 Charlotte Co
12017 Citrus Co
12019 Clay Co
12021 Collier Co
12023 ColiabiaCo
12025 Bade Co
12027 De Soto Co
12029 Dixie Co
12031 Duval Co
12033 Escaibia Co
12035 Flakier Co
12037 Franklin Co
12039 GadsdenCo
12041 Gilcbrist Co
12043 Glades Co
12045 Gulf Co
12047 Hamilton Co
12049 EardeeCo
12051 Hendry Co
12053 Hernando Co
12055 Highlands Co
12057 Hillsborough Co
12059 Holies Co
12061 Indian River Co
12063 Jackson Co
12065 Jefferson Co
12067 Lafayette Co
12069 lake Co
12071 Lee Co
12073 Leon Co
12075 Levy Co
12077 Liberty Co
12079 Madison Co
12081 Manatee Co
12083 Marion Co
12085 Martin Co
12087 Monroe Co
12089 Nassau Co
12091 Okaloosa Co
12093 Okeecftobee Co
12095 Orange Co
12097 Osceola Co
12099 Pali Beach Co
12101 PascoCo
12103 PineUasCo
12105 Polk Co
12107 PutoaiCo
12109 St Johns Co
12111 StLucieCo
12U3 Santa Rosa Co
12115 Sarasota Co
12117 seunoleCo
12119 Suiter Co
12121 Suvannee Co
12123 Taylor Co
12125 Onion Co
12127 VolusiaCo
12129 ftkuUaCo
12131 Walton Co
12133 iasbington Co
*** GA ***
13001 ApplingCo
13003 Atkinson Co
13005 Bacon Co
13007 Baker Co
13009 Baldwin Co
13011 Banks Co
13013 Barrow Co
13015 BartovCo
13017 Ben Hill Co
13019 Berrien Co
13021 Bibb Co
13023 BleckleyCo
13025 BrantleyCo
13027 Brooks Co
13029 Bryan Co
13031 BullocbCo
13033 Burke Co
13035 Butts Co
13037 Calhoun Co
13039 CaidenCo
13043 Candler Co
13045 Carroll Co
13047 Catoosa Co
13049 Charlton Co
13051 ChathaiCo
13053 Chattahoochee Co
13055 Chattooga Co
13057 Cherokee Co
13059 Clarke Co
13061 Clay Co
13063 Clayton Co
13065 Clinch Co
A-5
-------
13067
13069
13071
13073
13075
13077
13079
13081
13083
13085
13087
13089
13091
13093
13095
13097
13099
13101
13103
13105
13107
13109
13111
13113
13115
13117
13119
13121
13123
13125
13127
13129
13131
13133
13135
13137
13139
13141
13143
13145
13147
13149
13151
13153
13155
13157
13159
13161
13163
13165
13167
13169
CobbCO
Coffee Co
ColqaittCo
Colmbia Co
Cook Co
CowetaCo
Crawford Co
Crisp Co
Dade Co
Dawson Co
Decatur Co
DeKalbCo
Dodge Co
Dooly Co
Dougherty Co
Douglas Co
Early Co
EdwlsCo
Effing&ai Co
Elbert Co
Bsanuel Co
Evans Co
Faimin Co
Fayette Co
Floyd Co
Forsyth Co
Franklin Co
Fulton Co
Gilier Co
Glascoclc Co
Glynn Co
Gordon Co
Grady Co
Greene Co
Gwinnett Co
Habershai Co
Hall Co
Hancock Co
Haralson Co
Harris Co
Hart Co
Heard Co
Henry Co
Houston Co
Irwin Co
Jackson Co
Jasper Co
Jeff Davis Co
Jefferson Co
Jenkins Co
Johnson Co
Jones Co
13171
13173
13175
13177
13179
13181
13183
13185
13187
13189
13191
13193
13195
13197
13199
13201
13205
13207
13209
13211
13213
13217
13219
13221
13223
13225
13227
13229
13231
13233
13235
13237
13239
13241
13243
13245
13247
13249
13251
13253
13255
13257
13259
13261
13263
13265
13267
13269
13271
13273
13275
13277
Laiar Co
Lanier Co
Laurens Co
Lee Co
Liberty Co
Lincoln Co
Long Co
Lovndes Co
Ltnpkin Co
He Dnffie Co
He intoshCo
Kacon Co
Madison Co
Marion Co
Heriwetner Co
Miller Co
Mitchell Co
Monroe Co
HOntgoiery Co
Morgan Co
Murray Co
Herton Co
Oconee Co
Ogletborpe Co
PauldingCo
Peach Co
Pickens Co
Pierce Co
Pike Co
Polk Co
Pulaski Co
PutnaiCo
Quitian Co
Rabun Co
Randolph Co
Richmond Co
Rockdale Co
Schley Co
Screven Co
Seiinole Co
Spalding Co
Stephens Co
Stewart Co
Suiter Co
Talbot Co
Taliaferro Co
Tattnall Co
Taylor Co
Telfair Co
Terrell Co
Tboias Co
Tiftco
A-6
-------
13279
13281
13283
13285
13287
13289
13291
13293
13295
13297
13299
13301
13303
13305
13307
13309
13311
13313
13315
13317
13319
13321
13510
***
Tooibs Co
Toms Co
Treutlen Co
Troup Co
Turner Co
Twiggs Co
Union Co
Dpson Co
Walker Co
Walton Co
Hare Co
Warren Co
Washington Co
Wayne Co
Webster Co
Wheeler Co
White Co
(Outfield Co
Wilcox Co
Wilkes Co
Wilkinson Co
Worth Co
16001
16003
16005
16007
16009
16011
16013
16015
16017
16019
16021
16023
16025
16027
16029
16031
16033
16035
16037
16039
16041
16043
16045
16047
16049
16051
***
Ada Co
idais Co
Bannock Co
Bear Lake Co
Benewah Co
Bingbai Co
Elaine Co
Boise Co
Bonner Co
Bonneville Co
Boundary Co
ButteCo
Caias Co
Canyon Co
Caribou Co
Cassia Co
Clark Co
Clearwater Co
Custer Co
Elwre Co
Franklin Co
Frewnt Co
Gei Co
Gooding Co
Idaho Co
Jefferson Co
16053
16055
16057
16059
16061
16063
16065
16067
16069
16071
16073
16075
16077
16079
16081
16083
16085
16087
***
17001
17003
17005
17007
17009
17011
17013
17015
17017
17019
17021
17023
17025
17027
17029
17031
17033
17035
17037
17039
17041
17043
17045
17047
17049
17051
17053
17055
17057
17059
17061
JeroM Co
Kootenai Co
Latah Co
Leihico
Lewis Co
Lincoln Co
Madison Co
KinidokaCo
let Perce Co
Oneida Co
Owyhee Co
Payette Co
Power Co
ShoshoneCo
Tetonco
Twin Falls Co
Valley Co
Washington Co
***
Adais Co
Alexander Co
Bond Co
Boone Co
Brown Co
Bureau Co
Calhoun Co
Carroll Co
Cass Co
Ctapaign Co
Christian Co
Clark Co
Clay Co
Clinton Co
Coles Co
Cook Co
Crawford Co
Cmberland Co
De Kalb Co
De Witt Co
Douglas Co
Du Page Co
Edgar Co
Edwards Co
Effingbai Co
Fayette Co
Ford Co
Franklin Co
Fulton Co
Gallatin Co
Greene Co
A-7
-------
17063 Grundy Co
17065 EaultonCo
17067 Hancock Co
17069 HardinCo
17071 Henderson Co
17073 Henry Co
17075 Iroquois Co
17077 Jackson Co
17079 Jasper Co
17081 Jefferson Co
17083 Jersey Co
17085 Jo Daviess Co
17087 Johnson Co
17089 Kane Co
17091 Kankakeeco
17093 Kendall Co
17095 Knox Co
17097 Lake Co
17099 La Salle Co
17101 Lawrence Co
17103 Lee Co
17105 Livingston Co
17107 Logan Co
17109 McDonoughCo
17111 Me Henry Co
17113 He Lean Co
17115 HaconCo
17117 HacoupinCo
17119 Madison Co
17121 Marion Co
17123 Marshall Co
17125 Mason Co
17127 Massac Co
17129 HenardCo
17131 Mercer Co
17133 Monroe Co
17135 Montgomery Co
17137 Morgan Co
17139 Houltrie Co
17141 Ogle Co
17143 Peoria Co
17145 Perry Co
17147 PiattCo
17149 Pike Co
17151 Pope Co
17153 Pulaski Co
17155 Putnai Co
17157 Randolph Co
17159 Richland Co
17161 Rock Island Co
17163 St Clair Co
17165 Saline Co
17167 Sangaion Co
17169 SdmylerCo
17171 Scott Co
17173 Shelby Co
17175 Stark Co
17177 Stephenson Co
17179 Taiewell Co
17181 Onion Co
17183 Venilion Co
17185 RabashCo
17187 Barren Co
17189 Bashington Co
17191 Wayne Co
17193 BhiteCo
17195 BhitesideCo
17197 Bill Co
17199 BilliaisonCo
17201 Binnebago Co
17203 BoodfordCo
*** QI ***
18001 AdareCo
18003 Allen Co
18005 Bartholomew Co
18007 BentonCo
18009 BlackfordCo
18011 BooneCo
18013 Brow Co
18015 Carroll Co
18017 CassCo
18019 Clark Co
18021 Clay Co
18023 Clinton Co
18025 Crawford Co
18027 Daviess Co
18029 Dearborn Co
18031 Decatur Co
18033 DeKalbCo
18035 Delaware Co
18037 Dubois Co
18039 Blkbartco
18041 FayetteCo
18043 Floyd Co
18045 Fountain Co
18047 Franklin Co
18049 Fulton Co
18051 Gibson Co
18053 Grant Co
18055 Greene Co
18057 Haiilton Co
18059 Hancock Co
A-8
-------
18061
18063
18065
18067
18069
18071
18073
18075
18077
18079
18081
18083
18085
18087
18089
18091
18093
18095
18097
18099
18101
18103
18105
18107
18109
18111
18113
18115
18117
18119
18121
18123
18125
18127
18129
18131
18133
18135
18137
18139
18141
18143
18145
18147
18149
18151
18153
18155
18157
18159
18161
18163
Harrison Co
Bendricks Co
Henry Co
Howard Co
Bnntington Co
Jackson Co
Jasper Co
Jay Co
Jefferson Co
Jennings Co
Johnson Co
Knox Co
Kosciusko Co
Lagrange Co
Lake Co
La Porte Co
Lawrence Co
Madison Co
Marion Co
Marshall Co
Martin Co
Miaii Co
Monroe Co
Montgomery Co
Morgan Co
Newton Co
Kobie Co
Ohio Co
Orange Co
Owen Co
Parke Co
Perry Co
Pike Co
Porter Co
Posey Co
Pulaski Co
Putnai Co
Randolph Co
Ripley Co
Rush Co
St Joseph Co
Scott Co
Shelby Co
Spencer Co
Starke Co
Steuben Co
Sullivan Co
Switzerland Co
Tippecanoe Co
Tipton Co
Onion Co
Vanderburgh Co
18165 Venillion Co
18167 Vigo Co
18169 HabashCo
18171 iarren Co
18173 HarrickCo
18175 iashington Co
18177 Wayne Co
18179 Dells Co
18181 Shite Co
18183 HhitleyCo
*t* XA ***
19001 AdairCO
19003 AdaisCo
19005 AllaiakeeCo
19007 Appanoose Co
19009 Audubon Co
19011 Benton Co
19013 Black Hawk Co
19015 BooneCo
19017 BreierCo
19019 Buchanan Co
19021 Buena Vista Co
19023 Butler Co
19025 Calhoun Co
19027 Carroll Co
19029 CassCo
19031 Cedar Co
19033 Cerro Gordo Co
19035 Cherokee Co
19037 Cbickasaw Co
19039 Clarke Co
19041 Clay Co
19043 Clayton Co
19045 Clinton Co
19047 Crawford Co
19049 Dallas Co
19051 Davis Co
19053 Decatur Co
19055 Delaware Co
19057 Des Hoines Co
19059 Dickinson Co
19061 Dubuque Co
19063 Enet CO
19065 Fayette Co
19067 Floyd Co
19069 Franklin Co
19071 Freiont Co
19073 Greene Co
19075 Grundy Co
19077 Guthrie Co
A-9
-------
19079 HaiiltonCo
19081 Hancock Co
19083 HardinCo
19085 Harrison Co
19087 Henry Co
19089 Howard Co
19091 ffifflboidtCO
19093 Ida Co
19095 Iowa Co
19097 Jackson Co
19099 Jasper Co
19101 Jefferson Co
19103 Johnson Co
19105 Jones Co
19107 KeokttkCo
19109 KossuthCo
19111 Lee Co
19113 Linn Co
19115 Louisa Co
19117 Lucas Co .
19119 Lyon Co
19121 HadisonCo
19123 Habaska Co
19125 Marion Co
19127 Marshall Co
19129 Mills Co
19131 Mitchell Co
19133 HononaCo
19135 Monroe Co
19137 Hontgoaery Co
19139 MuscatineCo
19141 O'Brien Co
19143 Osceola Co
19145 Page Co
19147 Palo Alto Co
19149 Plymouth Co
19151 Pocahontas Co
19153 Polk Co
19155 Pottawatta»ie Co
19157 Poweshiek Co
19159 Ringgold Co
19161 sac Co
19163 Scott Co
19165 Shelby Co
19167 Sioux Co
19169 Story Co
19171 Taia Co
19173 Taylor Co
19175 Union Co
19177 Van Buren Co
19179 Hapello Co
19181 Warren Co
19183
19185
19187
19189
19191
19193
19195
19197
***
20001
20003
20005
20007
20009
200U
20013
20015
20017
20019
20021
20023
20025
20027
20029
20031
20033
20035
20037
20039
20041
20043
20045
20047
20049
20051
20053
20055
20057
20059
20061
20063
20065
20067
20069
20071
20073
20075
20077
20079
20081
Washington Co
Wayne Co
Webster Co
WinnebagoCo
iinneshiekCo
Soodbury Co
RorthCo
Wright Co
***
Allen Co
Anderson Co
Atchison Co
Barber Co
Barton Co
Bourbon Co
Brown Co
Butler Co
Chase Co
Chautauqua Co
Cherokee Co
Cheyenne Co
Clark Co
Clay Co
Cloud Co
Cof fey Co
Coianche Co
Cowley Co
Crawford Co
Decatur Co
Dickinson Co
Doniphan Co
Douglas Co
Edwards Co
Elk Co
Ellis Co
Ellsworth Co
Finney Co
Ford Co
Franklin Co
Geary Co
Cove Co
Grabai Co
Grant Co
Gray Co
Greeley Co
Greenwood Co
Haiilton Co
Harper Co
Harvey Co
Haskell Co
A-10
-------
21075
21077
21079
21081
21083
21085
21087
21089
21091
21093
21095
21097
21099
21101
21103
21105
21107
21109
21111
21113
21115
21117
21119
21121
21123
21125
21127
21129
21131
21133
21137
21139
21141
21143
21145
21147
21149
21151
21153
21155
21157
21159
21161
21163
21165
21167
21169
21171
21173
21175
21177
Fulton Co
Gallatin Co
GarrardCo
Grant Co
Graves Co
Grayson Co
Green Co
Greenup Co
Hancock Co
Eardin Co
HarlanCo
Harrison Co
Bart Co
Henderson Co
Henry Co
HicJoan Co
Hopkins Co
Jackson Co
Jefferson Co
Jessaiine Co
Johnson Co
Kenton Co
Knottco
Knox Co
Larue Co
Laurel Co
Lawrence Co
Lee Co
Leslie Co
Letcher Co
Lewis Co
Lincoln Co
Livingston Co
Logan Co
Lyon Co
Me Cracken Co
He Creary Co
He Lean Co
Madison Co
Magoffin Co
Marion Co
Marshall Co
Martin Co
Mason Co
HeadeCo
Menifee Co
Mercer Co
Hetcalfe Co
Monroe Co
Montgomery Co
Morgan Co
Hunlenberg Co
21179
2U81
2U83
21185
2U87
21189
21191
21193
21195
21197
21199
21201
21203
21205
21207
21209
21211
21213
21215
21217
21219
21221
21223
21225
21227
21229
21231
21233
Kelson Co
Nicholas Co
Ohio Co
OldnaiCo
Owen Co
ovsley Co
Pendleton Co
Perry Co
Pike Co
PovellCo
PulaskiCo
Robertson Co
Kockcastle Co
Rowan Co
Russell Co
Scott Co
Sftelty Co
Siipson Co
Spencer Co
Taylor Co
ToddCo
ftiggCo
Triible Co
Union Co
Barren Co
Washington Co
RayneCo
Webster Co
21235 ShitleyCo
21237 RolfeCo
21239 HoodfordCo
*** LA ***
22001 Acadia Par
22003 Allen Par
22005 Ascension Par
22007 Assumption Par
22009 Avoyelles par
22011 Beauregard Par
22013 Bienville Par
22015 Bossier Par
22017 CaddoPar
22019 Calcasieu Par
22021 Caldwell Par
22023 Caieron Par
22025 Catahoula Par
22027 Claiborne Par
22029 Concordia Par
22031 De Soto Par
22033 East Baton Rouge Par
22035 tost Carroll Par
A-12
-------
22037 East Feliciana Par
22039 Bvangeline Par
22041 Franklin Par
22043 Grant Par
22045 Iberia Par
2204? tterville Par
22049 Jackson Par
22051 Jefferson Par
22053 Jefferson Davis Par
22055 Lafayette Par
22057 Lafourcne Par
22059 La Salle Par
22061 Lincoln Par
22063 Livingston Par
22065 Madison Par
22067 Horebouse Par
22069 Hatcbitocbes Par
22071 Orleans Par
22073 Ouacbita Par
22075 Plagueiines Par
22077 Pointe-Coupee Par
22079 Rapides Par
22081 Red River Par
22083 Richland Par
22085 SabinePar
22087 St Bernard Par
22089 St diaries Par
22091 St Helena Par
22093 St Ja»es Par
22095 St John The Baptist
22097 St Landry Par
22099 St Martin Par
22101 StHaryPar
22103 St Tanany Par
22105 Tangipanoa Par
22107 Tensas Par
22109 Terrebonne Par
22111 Onion Par
22113 Vendlion Par
22115 Vernon Par
22117 Washington Par
22119 Webster Par
22121 Rest Baton Rouge Par
22123 Best Carroll Par
22125 Nest Feliciana Par
22127 Sinn Par
*** HE ***
23001 Androscoggin Co
23003 Aroostook Co
23005 Cunberland Co
23007 Franklin Co
23009 EancockCo
23011 KennebecCo
23013 KnoxCo
23015 Lincoln Co
23017 Oxford CO
23019 PenobscotCo
23021 Piscatagois Co
23023 SagadabocCo
23025 Somerset Co
23027 BaldoCO
23029 Washington Co
23031 York Co
***
***
24001 AlleganyCo
24003 Anne Arundel Co
24005 Baltimore Co
24009 CalvertCo
24011 Caroline Co
24013 Carroll Co
24015 Cecil Co
24017 Charles Co
24019 Dorchester Co
24021 Frederick Co
24023 GarrettCo
24025 HarfordCo
24027 Howard Co
24029 Kent Co
24031 Montgomery Co
24033 Prince Georges Co
24035 Queen Annes Co
24037 St Marys Co
24039 Soierset Co
24041 TalbotCo
24043 Washington Co
24045 Hicotico Co
24047 Worcester Co
24510 Baltiaore
*** HA ***
25001 Bamstable
25003 Berkshire
25005 Bristol
25007 Dukes
25009 Essex
25011 Franklin
25013 Haipden
25015 Haipshire
A-13
-------
25017 Middlesex
25019 Hantucket
25021 Norfolk
25023 Plyiotttb
25025 Suffolk
25027 Worcester
*** m ***
26001 Alcona Co
26003 AlgerCo
26005 AlleganCo
26007 AlpenaCo
26009 AntriiCo
26011 Arenac Co
26013 BaragaCo
26015 Barry Co
26017 Bay Co
26019 BenzieCo
26021 Berrien Co
26023 Branch Co
26025 Calhoun Co
26027 Cass Co
26029 Cbarlevoix Co
26031 Cheboygan Co
26033 Chippewa Co
26035 Clare Co
26037 Clinton Co
26039 Crawford Co
26041 Delta Co
26043 Dickinson Co
26045 Eaton Co
26047 EuetCo
26049 Genesee Co
26051 Gladwin Co
26053 GogebicCo
26055 Grand Traverse Co
26057 Gratiotco
26059 flillsdale Co
26061 Houghton Co
26063 Huron Co
26065 Inghai Co
26067 Ionia Co
26069 IOSCO Co
26071 Iron Co
26073 Isabella Co
26075 Jackson Co
26077 Kalaiazoo Co
26079 Kalkaska Co
26081 Kent Co
26083 Keweenaw Co
26085 Lake Co
26087 LapeerCo
26089 LeelanauCo
26091 Lenavee Co
26093 Livingston Co
26095 LuceCo
26097 MackinacCo
26099 fecoibCo
26101 HanisteeCo
26103 MarquetteCo
26105 Mason Co
26107 Mecosta Co
26109 MewaineeCo
26111 Midland Co
26U3 MissaukeeCo
26115 Monroe Co
26117 Montcahco
26U9 Montiorency Co
26121 Muskegon Co
26123 Hevaygo Co
26125 Oakland Co
26127 Oceana Co
26129 Ogeiav Co
26131 Ontonagon Co
26133 OsceolaCo
26135 OscodaCo
26137 Otsego Co
26139 Ottawa Co
26141 Presgue Isle Co
26143 Roscouon Co
26145 Saginaw Co
26147 StClairCo
26149 St Joseph Co
26151 Sanilac Co
26153 Scboolcraft Co
26155 Sbiawassee Co
26157 Tuscola Co
26159 Van Buren Co
26161 Washtenaw Co
26163 Wayne Co
26165 UerfordCo
***
27001
27003
27005
27007
27009
27011
27013
27015
27017
***
Aitkin Co
Anoka Co
Becker Co
Beltrati Co
Benton Co
Big Stone Co
Blue Earth Co
Brown Co
Carlton Co
A-14
-------
27019 Carver Co
27021 CassCo
27023 Chippewa Co
27025 Chisago Co
27027 Clay Co
27029 CleanraterCo
27031 Cook Co
27033 Cottoiwood Co
27035 Crow King Co
27037 Dakota Co
27039 Dodge Co
27041 Douglas Co
27043 Faribault Co
27045 PillioreCo
27047 FreebornCo
27049 Goodhue Co
27051 Grant Co
27053 Hennepin Co
27055 Houston Co
27057 HubbardCo
27059 Isanti Co
27061 Itasca Co
27063 Jackson Co
27065 Kanabec Co
27067 Kandiyohi Co
27069 KittsonCo
27071 Koochiching Co
27073 Lac Qui Parle Co
27075 Lake Co
27077 Lake Of The Hoods Co
27079 Le Sueur Co
27081 Lincoln Co
27083 Lyon Co
27085 He Leod Co
27087 Mahnoien Co
27089 Marshall Co
27091 Martin Co
27093 Meeker Co
27095 Hille Lacs Co
27097 Morrison Co
27099 Mower Co
27101 Hurray Co
27103 Hicollet Co
27105 Nobles Co
27107 Jforian Co
27109 OlBSted Co
27111 Otter Tail Co
27113 Pennington Co
27115 Pine Co
27117 Pipestone Co
27119 Polk Co
27121 Pope Co
27123 RaiseyCo
27125 Red Lake Co
27127 Redwood Co
27129 RenvilleCo
27131 Rice Co
27133 Rock Co
27135 Roseau Co
27137 St Louis Co
27139 Scott CO
27141 Sherburne Co
27143 SibleyCo
27145 Stearns Co
27147 SteeleCo
27149 Stevens Co
27151 Swift Co
27153 ToddCo
27155 Traverse Co
27157 iabasnaCo
27159 Badenaco
27161 BasecaCO
27163 Washington Co
27165 Batonwan Co
27167 WilkinCo
27169 linona Co
27171 Bright Co
27173 Yellow Medicine Co
*** MS ***
28001
28003
28005
28007
28009
28011
28013
28015
28017
28019
28021
28023
28025
28027
28029
28031
28033
28035
28037
28039
28041
28043
28045
AdaBS Co
ilcorn Co
Aiite Co
AttalaCo
Benton Co
Bolivar Co
Calhoun Co
Carroll Co
Chickasaw Co
Cboctaw Co
Claibome Co
Clarke Co
Clay Co
Coaboia Co
Copiah Co
Covington Co
De Soto Co
Forrest Co
Franklin Co
George Co
Greene Co
Grenada Co
Hancock Co
A-15
-------
28047 Harrison Co
28049 Hinds Co
28051 Holies Co
28053 Hinphreys Co
28055 Issaguena Co
28057 itawaibaCo
28059 Jackson Co
28061 Jasper Co
28063 Jefferson Co
28065 Jefferson Davis Co
28067 Jones Co
28069 Reaper Co
28071 Lafayette Co
28073 Laiar Co
28075 Lauderdale Co
28077 Lawrence Co
28079 LeakeCo
28081 Lee Co
28083 LefloreCo
28085 Lincoln Co
28087 Lowndes Co
28089 Madison Co
28091 Marion Co
28093 Marshall Co
28095 Monroe Co
28097 Hontgoiery Co
28099 HeshobaCo
28101 Hewton Co
28103 HoxubeeCo
28105 Oktibbeha Co
28107 Panola Co
28109 Pearl River Co
28111 Perry Co
28113 Pike Co
28115 PontotocCo
28117 Prentiss Co
28119 Quittan Co
28121 Rankin Co
28123 Scott Co
28125 Sharkey Co
28127 Siapson Co
28129 Saith Co
28131 Stone Co
28133 Sunflower Co
28135 Tallahatchie Co
28137 Tate Co
28139 TippahCo
28141 Tishoiingo Co
28143 Tunica Co
28145 Onion Co
28147 Walthall Co
28149 Barren Co
28151
28153
28155
28157
28159
28161
28163
Washington Co
BayneCo
Webster Co
RilkinsonCo
BinstonCo
YalobushaCo
Yawo Co
*** HO***
29001 AdairCo
29003 Andrew Co
29005 AtchisonCo
29007 AudrainCo
29009 Barry Co
29011 Barton Co
29013 Bates Co
29015 Beaton Co
29017 Bellinger Co
29019 BooneCo
29021 Buchanan Co
29023 Butler Co
29025 Caldron Co
29027 CallavayCo
29029 CaidenCo
29031 Cape Girardeau Co
29033 Carroll Co
29035 Carter Co
29037 CassCo
29039 Cedar Co
29041 Chariton Co
29043 Christian Co
29045 Clark Co
29047 Clay Co
29049 Clinton Co
29051 Cole Co
29053 Cooper Co
29055 Crawford Co
29057 OadeCO
29059 Dallas Co
29061 Daviess Co
29063 DeKalbCo
29065 Dent Co
29067 Douglas Co
29069 Dunklin Co
29071 Franklin Co
29073 Gasconade Co
29075 Gentry Co
29077 Greene Co
29079 GrundyCo
29081 Harrison Co
29083 Henry Co
A-16
-------
29085 Sickory Co
29087 loltCo
29089 Howard Co
29091 Howell Co
29093 Iron CO
29095 Jackson Co
29097 Jasper Co
29099 Jefferson Co
29101 Johnson Co
29103 KnoxCo
29105 LacledeCo
29107 Lafayette Co
29109 Laurence Co
29111 Lewis Co
29113 Lincoln Co
29115 Linn Co
29117 Livingston Co
29119 He Donald Co
29121 Hacon Co
29123 Madison Co
29125 Maries Co
29127 Marion Co
29129 Mercer Co
29131 Miller Co
29133 Mississippi Co
29135 HoniteaaCo
29137 Monroe Co
29139 Montgoiery Co
29141 Morgan Co
29143 Hew Madrid Co
29145 Newton Co
29147 Hodaway Co
29149 Oregon Co
29151 osageco
29153 Ozark Co
29155 Peiiscot Co
29157 Perry Co
29159 PettisCo
29161 Pbelps Co
29163 Pike Co
29165 PlatteCo
29167 Polk Co
29169 Pulaski Co
29171 PutnaiCo
29173 Rails Co
29175 Randolph Co
29177 Ray Co
29179 Reynolds Co
29181 Ripley Co
29183 St Charles Co
29135 St Clair Co
29187 St Francois Co
29189
29193
29195
29197
29199
29201
29203
29205
29207
29209
29211
29213
29215
29217
29219
29221
29223
29225
29227
29229
St Louis Co
Saline Co
Schuyler Co
Scotland Co
Scott Co
Shannon Co
Shelby Co
StoddardCo
Stone Co
Sullivan Co
Taney Co
Texas Co
Vernon Co
Warren Co
Washington Co
Bayne Co
Webster Co
Worth Co
Wright Co
29510 St Louis
*** MT ***
30001 BeaverbeadCo
30003 Big Horn Co
30005 BlaineCo
30007 Broadwaterco
30009 Carbon Co
30011 Carter Co
30013 Cascade Co
30015 Chouteau Co
30017 CusterCo
30019 Daniels Co
30021 Dawson Co
30023 Deer Lodge Co
30025 Fallen Co
30027 Fergus Co
30029 Flat Bead Co
30031 GallatinCo
30033 Garfield Co
30035 Glacier Co
30037 Golden Valley Co
30039 Granite Co
30041 Hill Co
30043 Jefferson Co
30045 Judith Basin Co
30047 Lake Co
30049 Lewis And Clark Co
30051 Liberty Co
30053 Lincoln Co
A-17
-------
30055 He Cone Co
30057 Madison Co
30059 MeagherCo
30061 Mineral Co
30063 MissoulaCo
30065 Husselsaell Co
30067 Park Co
30069 Petrolemco
30071 Phillips Co
30073 PonderaCo
30075 Powder River Co
30077 Powell Co
30079 Prairie Co
30081 Bavalli Co
30083 Richland Co
30085 Roosevelt Co
30087 Rosebud Co
30089 Sanders Co
30091 Sheridan Co
30093 Silver Bo» Co
30095 StillwaterCo
30097 Sweet Grass Co
30099 TetonCo
30101 TooleCo
30103 Treasure Co
30105 Valley Co
30107 HneatlandCo
30109 Bibaux Co
30111 Yellowstone Co
*** g| ***
31001 Adare Co
31003 Antelope Co
31005 Arthur Co
31007 Banner Co
31009 Blaine Co
31011 Boone Co
31013 BoxfiUtteCo
31015 Boyd Co
31017 Brown Co
31019 Buffalo Co
31021 Burt Co
31023 Butler Co
31025 Cass CO
31027 Cedar Co
31029 Chase Co
31031 Cherry Co
31033 Cheyenne Co
31035 Clay Co
31037 Colfax Co
31039 Ciffling Co
31041
31043
31045
31047
31049
31051
31053
31055
31057
31059
31061
31063
31065
31067
31069
31071
31073
31075
31077
31079
31081
31083
31085
31087
31089
31091
31093
31095
31097
31099
31101
31103
31105
31107
31109
31111
31113
31115
31117
31119
31121
31123
31125
31127
31129
31131
31133
31135
31137
31139
31141
31143
Coster Co
Dakota Co
Daves Co
Dawson Co
Deuel Co
Dixon Co
Dodge Co
Douglas Co
Dundy Co
FiUioreCo
Franklin Co
Frontier Co
Furnas Co
Gage Co
Garden Co
Garf ield Co
Gosper Co
Grant Co
Greeley Co
Ball Co
Baiilton Co
Harlan Co
Hayes Co
Hitchcock Co
Holt Co
Hooker Co
Howard Co
Jefferson Co
Johnson Co
Kearney Co
Keith Co
Keya Paha Co
Kiiball Co
Knox Co
Lancaster Co
Lincoln Co
Logan Co
Loup Co
He Pherson Co
Madison Co
Herrick Co
Horrill Co
Nance Co
Heiaha Co
Buckolls Co
Otoe Co
Pawnee Co
Perkins Co
Phelps Co
Pierce Co
Platte Co
Polk Co
A-18
-------
31145 Red Willow Co
31147 Richardson Co
31149 Rock Co
31151 Saline Co
31153 Sarpy Co
31155 Saunders Co
31157 Scotts Bluff Co
31159 Sward Co
31161 Sheridan Co
31163 Shenan Co
31165 Sioux Co
31167 StantonCo
31169 fhayerCo
31171 Tboias Co
31173 Thurston Co
31175 Valley Co
31177 Washington Co
3U79 »ayneCo
31181 Webster Co
31183 Wheeler Co
31185 York Co
*** p ***
32001 Churchill Co
32003 Clark Co
32005 Douglas Co
32007 BlkoCo
32009 EsaeraldaCo
32011 Eureka Co
32013 HiaboldtCo
32015 Lander Co
32017 Lincoln Co
32019 Lyon Co
32021 Mineral Co
32023 Hye Co
32027 Pershing Co
32029 Storey Co
32031 Hashoe Co
32033 White Pine Co
32510 Carson City
*** HH ***
33001 Belknap Co
33003 Carroll Co
33005 Cheshire Co
33007 Coos Co
33009 GraftonCo
33011 Hillsborough Co
33013 Merrinack Co
33015 Rockinghai Co
33017
33019
*** JU
34001
34003
34005
34007
34009
34011
34013
34015
34017
34019
34021
34023
34025
34027
34029
34031
34033
34035
34037
34039
34041
*** m
35001
35003
35005
35007
35009
35011
35013
35015
35017
35019
35021
35023
35025
35027
35028
35029
35031
35033
35035
35037
35039
35041
35043
StraffordCo
Sullivan Co
***
Atlantic Co
Bergen Co
Burlington Co
Caaden Co
Cape Hay Co
CuBberland Co
Essex Co
Gloucester Co
Hudson Co
Hunterdon Co
Mercer Co
Middlesex Co
Honiouth Co
Morris Co
Ocean Co
Passaic Co
Salei Co
Somerset Co
Sussex Co
Union Co
Darren Co
***
Bernalillo Co
Catron Co
Chaves Co
Colfax Co
Curry Co
De Baca Co
Dona Ana Co
Eddy Co
Grant Co
Guadalupe Co
Harding Co
Hidalgo Co
Lea Co
Lincoln Co
Los Alaaos Co
Lona Co
He Kinley Co
Mora Co
Otero Co
Quay Co
Rio Arriba Co
Roosevelt Co
Sandoval Co
A-19
-------
35045
35047
35049
35051
35053
35055
35057
35059
35061
***
San Juan Co
San Miguel Co
Santa Fe Co
Sierra Co
Socorro Co
Taos Co
Torrance Co
Onion Co
Valencia Co
***
36001 Albany Co
36003 Allegany Co
36005 Bronx Co
36007 BrooreCo
36009 Cattaraugus Co
36011 CayugaCo
36013 Chautauqua Co
36015 Cheating Co
36017 Chenango Co
36019 Clinton Co
36021 Coltnbia Co
36023 Cortland Co
36025 Delaware Co
36027 DutctessCo
36029 Erie Co
36031 Essex Co
36033 Franklin Co
36035 Fulton Co
36037 Genesee Co
36039 Greene Co
36041 Eaiilton Co
36043 Herkiier Co
36045 Jefferson Co
36047 Kings Co
36049 Lewis Co
36051 Livingston Co
36053 Madison Co
36055 Monroe Co
36057 Montgoiery Co
36059 Nassau Co
36061 New York Co
36063 Niagara Co
36065 Oneida Co
36067 Onondaga Co
36069 Ontario Co
36071 Orange Co
36073 Orleans Co
36075 Oswego Co
36077 Otsego Co
36079 Putnai Co
36081 Queens Co
36083 Rensselaer Co
36085 RidaondCo
36087 RodclandCo
36089 St. Lawrence Co
36091 Saratoga Co
36093 Scbenectady Co
36095 scboharieco
36097 ScbuylerCo
36099 Seneca Co
36101 SteubenCo
36103 Suffolk Co
36105 Sullivan Co
36107 Tioga Co
36109 Toipkins Co
36111 Ulster Co
36113 Barren Co
36115 Washington Co
36117 BayneCo
36119 Bestcnester Co
36121 Byoiing Co
36123 Yates Co
***
37001
37003
37005
37007
37009
37011
37013
37015
37017
37019
37021
37023
37025
37027
37029
37031
37033
37035
37037
37039
37041
37043
37045
37047
37049
37051
37053
***
Alaiance Co
Alexander Co
Alleghany Co
Anson Co
AsheCo
Avery Co
Beaufort Co
Bertie Co
Bidden Co
Brunswick Co
Buncoibe Co
Burke Co
Cabarrus Co
Caldwell Co
Caaden Co
Carteret Co
Caswell Co
Catawba Co
Chathai Co
Cherokee Co
Chowan Co
Clay Co
Cleveland Co
Coluabus Co
Craven Co
Cuaberland Co
Currituck Co
A-20
-------
37055 Dare Co
37057 Davidson Co
37059 Davie Co
37061 DuplinCo
37063 DurhaiCo
37065 Edgecoibe Co
37067 Forsyth Co
37069 Franklin Co
37071 GastonCo
37073 Gates Co
37075 Grahai Co
37077 Granville Co
37079 Greene Co
37081 GuilfordCo
37083 Halifax Co
37085 Harriett Co
37087 HaywoodCo
37089 Henderson Co
37091 Hertford Co
37093 Hoke Co
37095 Hyde Co
37097 Iredell Co
37099 Jackson Co
37101 Johnston Co
37103 Jones Co
37105 Lee Co
37107 Lenoir Co
37109 Lincoln Co
37111 He JXwell Co
37113 Hacon Co
37115 Madison Co
37117 Martin Co
37119 Mecklenburg Co
37121 Mitchell Co
37123 Hontgoaery Co
37125 Moore Co
37127 Hash Co
37129 New Hanover Co
37131 Northampton Co
37133 Onslos Co
37135 Orange Co
37137 Pailico Co
37139 Pasquotank Co
37141 Fender Co
37143 Perquisans Co
37145 Person Co
37147 Pitt Co
37149 Polk Co
37151 Randolph Co
37153 Richiond Co
37155 Robeson Co
37157 Rockingbai Co
37159 RovanCo
37161 Rutherford Co
37163 Saipson Co
37165 Scotland Co
37167 Stanly Co
37169 Stokes Co
37171 Surry Co
37173 Swain Co
37175 Transylvania Co
37177 Tyrrell Co
37179 DnionCo
37181 Vance Co
37183 Hake Co
37185 Barren Co
37187 Washington Co
37189 lataugaCo
37191 Wayne Co
37193 lilkesCo
37195 Wilson Co
37197 YadkinCo
37199 Yaacey Co
*** ID ***
38001 AdaisCo
38003 Barnes Co
38005 Benson Co
38007 Billings Co
38009 BottineauCo
38011 Bonan Co
38013 Burke CO
38015 Burleigh Co
38017 Cass Co
38019 Cavalier Co
38021 Dickey Co
38023 Divide Co
38025 Dunn Co
38027 Eddy Co
38029 EuonsCo
38031 Foster Co
38033 Golden Valley Co
38035 Grand forks Co
38037 Grant Co
38039 GriggsCo
38041 Hettinger Co
38043 KidderCo
38045 La Moure Co
38047 Logan Co
38049 He Henry Co
38051 He Intosh Co
38053 He Kenzie Co
38055 Me Lean Co
A-21
-------
38057
38059
38061
38063
38065
38067
38069
38071
38073
38075
38077
38079
38081
38083
38085
38087
38089
38091
38093
38095
38097
38099
38101
38103
38105
Mercer Co
Morton Co
Mountrail Co
Belson Co
Oliver Co
Peibina Co
Pierce Co
Raisey Co
RansoiCo
Renville Co
Richland Co
Rolette Co
Sargent Co
Sheridan Co
Sioux Co
Slope Co
stark Co
SteeleCo
Stutsian Co
Tomer Co
TraillCo
Walsh Co
Hard Co
Sells Co
WilliaBS Co
*** (i ***
39001
39003
39005
39007
39009
39011
39013
39015
39017
39019
39021
39023
39025
39027
39029
39031
39033
39035
39037
39039
39041
39043
39045
39047
Adais Co
Allen Co
Ashland Co
Ashtabula Co
Athens Co
Auglaize Co
Beliont Co
Brown Co
Butler Co
Carroll Co
Chaipaign Co
Clark Co
Clenont Co
Clinton Co
Coliabiana Co
Coshocton Co
Crawford Co
Cuyahoga Co
Darke Co
Defiance Co
Delaware Co
Erie Co
Pairfield Co
Fayette Co
39049 Franklin Co
39051 Fulton CO
39053 GalliaCo
39055 GeaugaCo
39057 Greene CO
39059 Guernsey Co
39061 HaailtonCo
39063 Hancock Co
39065 HardinCo
39067 Harrison Co
39069 Henry Co
39071 Highland Co
39073 Hocking Co
39075 Holies Co
39077 Huron Co
39079 Jackson Co
39081 Jefferson Co
39083 KnoxCo
39085 Lake Co
39087 Lawrence Co
39089 Licking Co
39091 Logan Co
39093 Lorain Co
39095 Lucas Co
39097 Madison Co
39099 MahoningCo
39101 Marion Co
39103 Medina Co
39105 MeigsCo
39107 Mercer Co
39109 Miaii Co
39111 Monroe Co
39113 HontgoieryCo
39115 Morgan Co
39117 Morrow Co
39119 MuskinguiCo
39121 noble Co
39123 Ottawa Co
39125 PauldingCo
39127 Perry Co
39129 Pickaway Co
39131 Pike Co
39133 Portage Co
39135 Prebleco
39137 PutnaiCo
39139 Richland Co
39141 Ross Co
39143 Sandusky Co
39145 SciotoCo
39147 Seneca Co
39149 Shelby Co
39151 Stark Co
A-22
-------
39153
39155
39157
39159
39161
39163
39165
39167
39169
39171
39173
39175
Suoit CO
Tnnbull Co
Tuscarawas Co
Onion Co
Van Wert Co
Vinton Co
Warren Co
Washington Co
Rape Co
Williais Co
Hood Co
Wyandot Co
*** OK ***
40001
40003
40005
40007
40009
40011
40013
40015
40017
40019
40021
40023
40025
40027
40029
40031
40033
40035
40037
40039
40041
40043
40045
40047
40049
40051
40053
40055
40057
40059
40061
40063
40065
40067
40069
40071
40073
Adair Co
Alfalfa Co
AtokaCo
Beaver Co
Beckhai Co
Elaine Co
Bryan Co
Caddo Co
Canadian Co
Carter Co
Cherokee Co
Choctav Co
Ciiarron Co
Cleveland Co
Coal Co
Coianche Co
Cotton Co
Craig Co
Creek Co
Custer Co
Delaware Co
Dewey Co
Ellis Co
Garfield Co
Garvin Co
Grady Co
Grant Co
Greer Co
Hanon Co
Harper Co
Baskell Co
Hughes Co
Jackson Co
Jefferson Co
Johnston Co
Kay Co
Kingfisher Co
40075 KiowaCo
40077 Latiier Co
40079 LePloreCo
40081 Lincoln Co
40083 Logan Co
40085 Love Co
40087 McClainCo
40089 Me Curtain Co
40091 He Intosh Co
40093 Major Co
40095 Marshall Co
40097 Hayes Co
40099 Murray Co
40101 MuskogeeCo
40103 noble Co
40105 Novata Co
40107 OkfuskeeCo
40109 OklahoiaCo
40111 OkiulgeeCo
40U3 OsageCo
40115 Ottawa Co
40117 Pawnee Co
40119 Payne Co
40121 Pittsburgh
40123 PontotocCo
40125 Pottawatoiie Co
40127 PushiatahaCo
40129 Roger Mills Co
40131 Rogers Co
40133 SeiinoleCo
40135 Sequoyah Co
40137 Stephens Co
40139 Texas Co
40141 TillianCo
40143 Tulsa Co
40145 Wagoner Co
40147 Washington Co
40149 Washita Co
40151 Woods Co
40153 Woodward Co
*** OR ***
41001
41003
41005
41007
41009
41011
41013
41015
41017
Baker Co
Benton Co
Clackaias Co
Clatsop Co
Coltabia Co
Coos Co
Crook Co
Curry Co
Deschutes Co
A-231
-------
41019
41021
41023
41025
41027
41029
41031
41033
41035
41037
41039
41041
41043
41045
41047
41049
41051
41053
41055
41057
41059
41061
41063
41065
41067
41069
41071
Douglas Co
Gilliai Co
Grant Co
Barney Co
Hood River Co
Jackson Co
Jefferson Co
Josephine Co
KlaiathCo
Lake Co
Lane Co
Lincoln Co
Linn Co
Halheur Co
Marion Co
Korrov Co
Hultnouh Co
Folk Co
Shenan Co
Tillaiook Co
Diatilla Co
Onion Co
{fallowa Co
fiasco Co
Washington Co
Wheeler Co
YaiMUCo
*** PA *** ...
42001
42003
42005
42007
42009
42011
42013
42015
42017
42019
42021
42023
42025
42027
42029
42031
42033
42035
42037
42039
42041
42043
Adais Co
Allegheny Co
Anstrong Co
Beaver Co
Bedford Co
Berks Co
Blair Co
Bradford Co
Bucks Co
Butler Co
Caibria Co
Caieron Co
Carbon Co
Centre Co
Chester Co
Clarion Co
Clearfield Co
Clinton Co
Colmbia Co
Crawford Co
Ciaberland Co
Dauphin Co
42045 Delaware Co
42047 Elk Co
42049 Erie Co
42051 Fayette Co
42053 Forest Co
42055 Franklin Co
42057 Fulton Co
42059 Greene Co
42061 Huntingdon Co
42063 Indiana Co
42065 Jefferson Co
42067 Juniata Co
42069 Lackawanna Co
42071 Lancaster Co
42073 Lawrence Co
42075 Lebanon Co
42077 LehighCo
42079 Luierne Co
42081 Lycoiing Co
42083 McKeanCo
42085 Mercer Co
42087 HifflinCo
42089 Monroe Co
42091 Hontgoiery Co
42093 MontourCo
42095 Mortbaipton Co
42097 Horthuiberland Co
42099 Perry Co
42101 Philadelphia Co
42103 Pike Co
42105 Potter Co
42107 Schuylkill Co
42109 SnyderCo
42111 SoiersetCo
42113 Sullivan Co
42115 Susquehanna Co
42117 TiogaCo
42U9 Union Co
42121 Venango Co
42123 Warren Co
42125 Washington Co
42127 Wayne Co
42129 Westioreland Co
42131 WyoiingCO
42133 York Co
***
***
44001
44003
44005
44007
Bristol Co
Kent Co
Newport Co
Providence Co
A-24
-------
44009 Washington Co
*** sc ***
45001 Abbeville Co
45003 Aiken Co
45005 AllendaleCo
45007 Anderson Co
45009 BaibergCo
45011 Barnwell Co
45013 Beaufort Co
45015 Berkeley Co
45017 Calhoun Co
45019 Charleston Co
45021 Cherokee Co
45023 Chester Co
45025 Chesterfield Co
45027 Clarendon Co
45029 ColletonCo
45031 Darlington Co
45033 Dillon Co
45035 Dorchester Co
45037 EdgefieldCo
45039 Fairfield Co
45041 Florence Co
45043 Georgetown Co
45045 Greenville Co
45047 Greenwood Co
45049 Haipton Co
- 45051 HorryCo
45053 Jasper Co
45055 Kershaw Co
45057 Lancaster Co
45059 Laurens Co
45061 Lee Co
45063 Lexington Co
45065 HcCoraickCo
45067 Marion Co
45069 Marlboro Co
45071 Hewberry Co
45073 Oconee Co
45075 Orangeburg Co
45077 Pickens Co
45079 Richland Co
45081 Saluda Co
45083 Spartanburg Co
45085 Suiter Co
45087 Union Co
45089 Hilliaisburg Co
45091 York Co
*** SD ***
46003
46005
46007
46009
46011
46013
46015
46017
46019
46021
46023
46025
46027
46029
46031
46033
46035
46037
46039
46041
46043
46045
46047
46049
46051
46053
46055
46057
46059
46061
46063
46065
46067
46069
46071
46073
46075
46077
46079
46081
46083
46085
46087
46089
46091
46093
46095
46097
46099
46101
46103
46105
Aurora Co
Beadle Co
Bennett Co
Bon Hone Co
Brookings Co
Brown Co
Brule Co
Buffalo Co
ButteCo
Caipbell Co
Charles Mix Co
Clark Co
Clay Co
Codington Co
Corson Co
Custer Co
Davison Co
Day Co
Deuel Co
Dewey Co
Douglas Co
Ediunds Co
Fall River Co
FaulkCo
Grant Co
Gregory Co
Haakon Co
Hailin Co
Hand Co :
Hanson Co
Harding Co
Hughes Co
Hutchinson Co
Hyde Co
Jackson Co
Jerauld Co
Jones Co
Kingsbury Co
Lake Co
Lawrence Co
Lincoln Co
Lyian Co
He Cook Co
He Pberson Co
Marshall Co
HeadeCo
Hellette Co
Miner Co
Minnehaha Co
Moody Co
Pennington Co
Perkins Co
A-25
-------
46107
46109
46111
46113
46115
46117
46119
46121
46123
46125
46127
46129
46135
46137
*** TH
47001
47003
47005
47007
47009
47011
47013
47015
47017
47019
47021
47023
47025
47027
47029
47031
47033
47035
47037
47039
47041
47043
47045
47047
47049
47051
47053
47055
47057
47059
47061
47063
47065
47067
47069
Potter Co
Roberts Co
Sanborn Co
Shannon Co
Spink Co
Stanley Co
Sully Co
ToddCo
Tripp Co
Turner Co
Union Co
ffalworth
Co
Yankton Co
Ziebach Co
***
Anderson
Co
Bedford Co
Benton Co
Bledsoe Co
Blount Co
Bradley Co
Caipbell
Co
Cannon Co
Carroll Co
Carter Co
Cheatbai
Co
Chester Co
Clalborne Co
Clay Co
Cocke Co
Coffee Co
Crockett
Co
Cumberland Co
Davidson
Co
Decatur Co
DeKalbCo
Dickson Co
Dyer Co
Fayette Co
Fentress
Franklin
Co
Co
Gibson Co
Giles Co
Grainger
Co
Greene Co
Grundy Co
Haiblen Co
Haiilton
Co
Hancock Co
Hardeian
Co
47071
47073
47075
47077
47079
47081
47083
47085
47087
47089
47091
47093
47095
47097
47099
47101
47103
47105
47107
47109
47111
47113
47115
47117
47119
47121
47123
47125
47127
47129
47131
47133
47135
47137
47139
47141
47143
47145
47147
47149
47151
47153
47155
47157
47159
47161
47163
47165
47167
47169
47171
47173
Hardin Co
Hawkins Co
Hayvood Co
Henderson Co
Henry Co
Hickian Co
Houston Co
Hinphreys Co
Jackson Co
Jefferson Co
Johnson Co
Knox Co
Lake Co
Lauderdale Co
Lawrence Co
Lewis Co
Lincoln Co
Loudon Co
He Minn Co
He Hairy Co
Hacon Co
Madison Co
Marion Co
Marshall Co
Haury Co
Heigs Co
Monroe Co
Montgoiery Co
Moore Co
Morgan Co
Obion Co
Overton Co
Perry Co
Pickett Co
Polk Co
Putnai Co
Rhea Co
Roane Co
Robertson Co
Rutherford Co
Scott Co
Sequatcbie Co
Sevier Co
Shelby Co
SiithCo
Stewart Co
Sullivan Co
Sinner Co
Tipton Co
Trousdale Co
Unicoi Co
Onion Co
A-26
-------
47175
47177
47179
47181
47183
47185
47187
47189
***
48001
48003
48005
48007
48009
48011
48013
48015
48017
48019
48021
48023
48025
48027
48029
48031
48033
48035
48037
48039
48041
48043
48045
48047
48049
48051
48053
48055
48057
48059
48061
48063
48065
48067
48069
48071
48073
48075
48077
48079
48081
Van Buren Co
Warren Co
Washington Co
Wayne Co
Weakley Co
White Co
Williaison Co
Wilson Co
***
Anderson Co
Andrews Co
Angelina Co
Aransas Co
Archer Co
Anstrong Co
Atascosa Co
Austin Co
Bailey Co
Bandera Ca
Bastrop Co
Baylor Co
Bee Co
Bell Co
Bexar Co
Blanco Co
Borden Co
Bosgue Co.
Bowie Co
Brazoria Co
Brazos Co
Brewster Co
Briscoe Co
Brooks Co
Brown Co
Burleson Co
Burnet Co
Caldwell Co
Calhoiffl Co
Callahan Co
Caieron Co
Caip Co
Carson Co
Cass Co
Castro Co
Cbaibers Co
Cherokee Co
Childress Co
Clay Co
Cochran Co
Coke Co
48083 ColeianCo
48085 Collin Co
48087 Collingsworth Co
48089 Colorado Co
48091 CoialCo
48093 Coianche Co
48095 Concho Co
48097 CookeCo
48099 Coryell Co
48101 CottleCo
48103 Crane Co
48105 Crockett Co
48107 Crosby Co
48109 ColbersonCo
48111 DallaiCo
48113 Dallas Co
48115 Dawson Co
48117 DeafSiithCo
48119 Delta Co
48121 DentonCo
48123 De Mitt Co
48125 Dickens Co
48127 DinitCo
48129 DonleyCo
48131 Duval Co
48133 BastlandCo
48135 EctorCo
48137 Edwards Co
48139 Ellis Co
48141 El Paso Co
48143 ErathCo
48145 Falls CO
48147 Fannin Co
48149 FayetteCo
48151 Fisher Co
48153 Floyd Co
48155 FoardCo
48157 Fort Bend Co
48159 Franklin Co
48161 Freestone Co
48163 FrioCo
48165 Gaines Co
48167 Galveston Co
48169 Garza Co
48171 Gillespie Co
48173 GlasscockCo
48175 GoliadCo
48177 Gonzales Co
48179 Gray Co
48181 Grayson Co
48183 Gregg Co
48185 Griies Co
A-271
-------
48187 Guadalupe Co
48189 Hale Co
48191 Hall Co
48193 Haiilton Co
48195 Hansford Co
48197 Hardeian Co
48199 HardinCo
48201 Harris Co
48203 Harrison Co
48205 Hartley Co
48207 Haskell Co
48209 Hays Co
48211 HeiphillCo
48213 Henderson Co
48215 Hidalgo Co
48217 Hill Co
48219 HockleyCo
48221 Hood Co
48223 Hopkins Co
48225 Houston Co
48227 Howard Co
48229 HudspethCo
48231 Hunt Co
48233 Hutcbinson Co
48235 IrionCo
48237 Jack Co
48239 Jackson Co
48241 Jasper Co
, 48243. Jeff/Davis Co „>««** ,- «.*>.
48245 Jefferson Co
48247 JiiHoggCo
48249 Jil (fells Co
48251 Johnson Co
48253 Jones Co
48255 Karnes Co
48257 Kaufian Co
48259 Kendall Co
48261 Kenedy Co
48263 Kent Co
48265 Kerr Co
48267 Kilble Co
48269 King Co
48271 Kinney Co
48273 KlebergCo
48275 Knox Co
48277 Laiar Co
48279 Laib Co
48281 Laipasas Co
48283 LaSalleCo
48285 Lavaca Co
48287 Lee Co
48289 Leon Co
48291
48293
48295
48297
48299
48301
48303
48305
48307
48309
48311
48313
48315
48317
48319
48321
48323
48325
48327
48329
48331
48333
48335
48337
48339
48341
48343
48345
48347
48349
48351
48353
48355
48357
48359
48361
48363
48365
48367
48369
48371
48373
48375
48377
48379
48381
48383
48385
48387
48389
48391
48393
Liberty Co
Liiestone Co
Lipscoib Co
Live Oak Co
Llano Co
Loving Co
Lubbock Co
Lynn Co
McCullocbCo
He Lennan Co
He Mullen Co
Madison Co
Marion Co
Martin Co
Mason Co
Matagorda Co
Maverick Co
Medina Co
Menard Co
Midland Co
HilaiCo
Hills Co
Mitchell Co
Montague Co
Hontgoiery Co
Moore Co
Morris Co
Motley Co
lacogdoches Co
lavarro Co
Newton Co
Nolan Co
Nueces Co
Ocbiltree Co
Oldhai Co
Orange Co
Palo Pinto Co
Panola Co
Parker Co
Paner Co
Pecos Co
Polk Co
Potter Co
Presidio Co
Rains Co
Randall Co
Reagan Co
Real Co
Red River Co
Reeves Co
Refugio Co
Roberts Co
A-281
-------
48395 Robertson Co
48397 Rockwall Co
48399 Runnels Co
48401 Rusk Co
48403 SabineCo
48405 San Augustine Co
48407 San Jacinto Co
48409 San Patricio Co
48411 San Saba Co
48413 Schleicher Co
48415 Scurry Co
48417 Shackelford Co
48419 Shelby Co
48421 Shenan Co
48423 SlithCo
48425 Soiervell Co
48427 Starr Co
48429 Stephens Co
48431 Sterling Co
48433 Stonewall Co
48435 Sutton Co
48437 SwisherCo
48439 Tarrant Co
48441 Taylor Co
48443 Terrell Co
48445 Terry Co
48447 Throdoorton Co
48449 Titus Co
48451 Toi Green Co .
48453 Travis Co
48455 Trinity Co
48457 Tyler Co
48459 Dpshur Co
48461 Upton Co
48463 Uvalde Co
48465 Val Verde Co
48467 Van Zandt Co
48469 Victoria Co
48471 Walker Co
48473 Waller Co
48475 Hard Co
48477 Washington Co
48479 Webb Co
48481 Wharton Co
48483 Wheeler Co
48485 Wichita Co
48487 WilbargerCo
48489 Willacy Co
48491 Hilliaison Co
48493 Wilson Co
48495 Dinkier Co
48497 Wise Co
48499
48501
48503
48505
48507
***
49001
49003
49005
49007
49009
49011
49013
49015
49017
49019
49021
49023
49025
49027
49029
49031
49033
49035
49037
49039
49041
49043
49045
49047
49049
49051
49053
49055
49057
***
Rood Co
Yoakm Co
Young Co
Zapata Co
Zavala Co
***
Beaver Co
Box Elder Co
Cache Co
Carbon Co
Daggett Co
Davis Co
Duebesne Co
Eiery Co
Garf ield Co
Grand Co
Iron Co
JuabCo
Kane Co
HillardCo
Morgan Co
PiuteCo
Rich Co
Salt Lake Co
San Juan Co
Sanpete Co
Sevier Co
SunitCo
Tooele Co
Ointah Co
Utah Co
Wasatch Co
Washington Co
Wayne Co
Weber Co
***
50001 Addison Co
50003 Bennington Co
50005 Caledonia Co
50007 ChittendenCo
50009 Essex Co
50011 Franklin Co
50013 Grand Isle Co
50015 LaBoilleCo
50017 Orange Co
50019 Orleans Co
50021 Rutland Co
50023 Washington Co
A-29
-------
50025
50027
Hindhai Co
Windsor Co
*** VA ***
51001 Accoiadc Co
51003 AlbeiarleCo
51005 Alleghany Co
51007 AieliaCo
51009 AiherstCo
51011 Appoiattox Co
51013 Arlington Co
51015 Augusta Co
51017 Bath Co
51019 Bedford Co
51021 Bland Co
51023 BotetourtCo
51025 Brunswick Co
51027 Buchanan Co
51029 BuckinghaiCo
51031 Caipbell Co
51033 Caroline Co
51035 Carroll Co
51036 Charles City Co
51037 Charlotte Co
51041 Chesterfield Co
51043 Clarke Co
51045 Craig Co
51047 CulpeperCo.,,,
51049 QaberlandCo
51051 Dickenson Co
51053 DinwiddieCo
51057 Essex Co
51059 Fairfax Co
51061 Fauguier Co
51063 Floyd Co
51065 Fluvanna Co
51067 Franklin Co
51069 Frederick Co
51071 Giles Co
51073 Gloucester Co
51075 GoocblandCo
51077 Grayson Co
51079 Greene Co
51081 Greensville Co
51083 Halifax Co
51085 Hanover Co
51087 Henrico Co
51089 Henry Co
51091 Highland Co
51093 Isle Of Bight Co
51095 Jaies City Co
51097 King And Queen Co
51099 King George Co
51101 King Hilliai Co
51103 Lancaster Co
51105 Lee Co
51107 LoodounCo
51109 Louisa Co
51111 Lunenberg Co
51113 Madison Co
51115 Hathevs Co
51117 Mecklenburg Co
51119 Middlesex Co
51121 HontgoieryCo
51123 Nanseiond Co
51125 Nelson Co
51127 Mew Kent Co
51131 Horthaipton Co
51133 Northuiberland Co
51135 HottowayCo
51137 Orange Co
51139 Page Co
51141 Patrick Co
51143 Pittsylvania Co
51145 PowhatanCo
51147 Prince Edward Co
51149 Prince George Co
51153 Prince Williai Co
51155 Pulaski Co
51157 Kappahannock Co
51159 SictnondCo
51161 RoanokeCo
51163 Rockbridge Co
51165 Rockinghai Co
51167 Russell Co
51169 Scott Co
51171 Shenandoah Co
51173 SiythCo
51175 Southaipton Co
51177 Spotsylvania Co
51179 Stafford Co
51181 SurryCo
51183 Sussex Co
51185 Tazewell Co
51187 Barren Co
51191 Washington Co
51193 Bestioreland Co
51195 Wise Co
51197 BytbeCo
51199 York Co
51510 Alexandria
51515 Bedford
A-30J
-------
51520 Bristol
51530 Buena Vista
51540 Charlottesville
51550 Chesapeake
51560 Clifton Forge
51570 Colonial Heights
51580 Covington
51590 Danville
51595 Eiporia
51600 Fairfax
51610 Falls Church
51620 Franklin
51630 Fredericksburg
51640 Galax
51650 Haipton
51660 Harrisonburg
51670 Hopewell
51678 Lexington
51680 Lynchburg
51690 Hartinsville
51700 Newport News
51710 Norfolk
51720 Norton
51730 Petersburg
51740 Portsmouth
51750 Radford
51760 Richiond
51770 Roanoke
51775 Salei
51780 South Boston
51790 Staunton
51800 Suffolk
51810 Virginia Beach
51820 Waynesboro
51830 Williaisburg
51840 Winchester
*** HI ***
53001 idais Co
53003 Asotin Co
53005 Benton Co
53007 Chelan Co
53009 ClallaiCo
53011 Clark Co
53013 Colubia Co
53015 Cowlitz Co
53017 Douglas Co
53019 Ferry Co
53021 Franklin Co
53023 GarfieldCo
53025 Grant Co
53027 Grays Harbor Co
53029 Island Co
53031 Jefferson Co
53033 King Co
53035 KitsapCo
53037 KittitasCo
53039 KUckitatCo
53041 Lewis Co
53043 Lincoln Co
53045 Mason Co
53047 Okanogan Co
53049 Pacific Co
53051 Pend Oreille Co
53053 Pierce Co
53055 San Juan Co
53057 SkagitCo
53059 Skaiania Co
53061 SnoboiishCo
53063 Spokane Co
53065 Stevens Co
53067 Thurston Co
53069 WahkiatanCo
53071 Walla Walla Co
53073 HhatcoiCo
53075 Haitian Co
53077 Yakiia Co
*** HV ***
54001 BarbourCo
54003 Berkeley Co
54005 Boone Co
54007 Braxton Co
54009 Brooke Co
54011 Cabell Co
54013 CalbounCo
54015 Clay Co
54017 DoddridgeCo
54019 Fayette Co
54021 GilierCo
54023 Grant Co
54025 Greenbrier Co
54027 Hampshire Co
54029 Hancock Co
54031 Hardy Co
54033 Harrison Co
54035 Jackson Co
54037 Jefferson Co
54039 Kanawha Co
54041 Lewis Co
54043 Lincoln Co
A-31
-------
54045
54047
54049
54051
54053
54055
54057
54059
54061
54063
54065
54067
54069
54071
54073
54075
54077
54079
54081
54083
54085
54087
54089
54091
54093
54095
54097
54099
54101
. 54103
54105
54107
54109
***
55001
55003
55005
55007
55009
55011
55013
55015
55017
55019
55021
55023
55025
55027
55029
55031
Logan Co
Me Dowell Co
Marion Co
Marshall Co
Mason Co
Mercer Co
Mineral Co
HingoCo
Honongalia Co
Monroe Co
Morgan Co
Nicholas Co
Ohio Co
Pendleton Co
Pleasants Co
Pocabontas Co
Preston Co
Putnai Co
Raleigh Co
Randolph Co
Ritchie Co
Roane Co
Sinters Co
Taylor Co
Tucker Co
Tyler Co
Upshur Co
Rape Co
Webster Co
FfetzelCo
WirtCo
Hood Co
Hyoiing Co
***
Adais Co
Ishland Co
Barren Co
Bayf ield Co
Brown Co
Buffalo Co
Burnett Co
Calutet Co
Chippewa Co
Clark Co
Colinbia Co
Crawford Co
Dane Co
Dodge Co
Door Co
Douglas Co
55033
55035
55037
55039
55041
55043
55045
55047
55049
55051
55053
55055
55057
55059
55061
55063
55065
55067
55069
55071
55073
55075
55077
55078
55079
55081
55083
55085
55087
55089
55091
55093
55095
55097
55099
55101
55103
55105
55107
55109
55111
55113
55115
55117
55119
55121
55123
55125
55127
55129
55131
55133
Dunn Co
Eau Claire Co
Florence Co
Fond Du Lac Co
Forest Co
Grant Co
Green Co
Green Lake Co
Iowa Co
Iron Co
Jackson Co
Jefferson Co
JuneauCo
Kenosha Co
Kewaunee Co
La Crosse Co
Lafayette Co
Langlade Co
Lincoln Co
Manitowoc Co
Marathon Co
Marinette Co
Harquette Co
Henoionie Co
Milwaukee Co
Monroe Co
Oconto Co
Oneida Co
Outagaiie Co
Ozaukee Co
Pepin Co
Pierce Co
Polk Co
Portage Co
Price Co
Racine Co
Richland Co
Rock Co
Rusk Co
St Croix Co
Sauk Co
Sawyer Co
Shawano Co
Sheboygan Co
Taylor Co
Treipealeau Co
Vernon Co
Vilas Co
Walworth Co
Washburn Co
Washington Co
Waukesha Co
A-32
-------
55135 Haupaca Co
55137 Waushara Co
55139 flinnebago Co
55141 Wood Co
*** jjy ***
56001 Albany Co
56003 Big Horn Co
56005 Caipbell Co
56007 Carbon Co
56009 Converse Co
56011 Crook Co
56013 Freiont Co
56015 Goshen Co
56017 Hot Springs Co
56019 Johnson Co
56021 Laraiie Co
56023 Lincoln Co
56025 Hatrona Co
56027 Niobrara Co
56029 Park Co
56031 Platte Co
56033 Sheridan Co
56035 SubletteCo
56037 SweetwaterCo
56039 Teton Co
56041 VintaCo
56043 HashakieCo
56045 BestonCo
A-33
-------
TECHNICAL REPORT DATA
(Please read Instructions on the reverse before completing}
1. REPORT NO.
EPA 450/4-91-017
3. RECIPIENT'S ACCESSION NO.
4. TITLE AND SUBTITLE
User's Guide to the Personal Computer Version of the
Biogenic Emissions Inventory System (PC-BEIS)
5. REPORT DATE
July 1QQ.1
6. PERFORMING ORGANIZATION CODE
. AUTHOR(S)
8. PERFORMING ORGANIZATION REPORT NO.
Thomas E. Pierce and Keith A. Baugues
9. PERFORMING.ORGANIZATION NAME AND ADDRESS
U;'S, Environmental Protection Agency
Office of Air and Radiation
Office of Air Quality Planning and Standards
Research Triangle Park; NC 27711
10. PROGRAM ELEMENT NO.
11. CONTRACT/GRANT NO.
12. SPONSORING AGENCY NAME AND ADDRESS
13. TYPE OF REPORT AND PERIOD COVERED
14. SPONSORING AGENCY CODE
15. SUPPLEMENTARY NOTES
16. ABSTRACT
The Personal Computer version of the Biogenic Emissions Inventory System (PC-BEIS>
has been developed to allow users to estimate hourly emissions of biogenic
non-methane hydrocarbon emissions for any county in the contiguous United States.
This user's guide briefly describes the technical background, provides an overview
of computer aspects and shows an example test case.
17.
KEY WORDS AND DOCUMENT ANALYSIS
DESCRIPTORS
b.IDENTIFIERS/OPEN ENDED TERMS
c. COSATI Field/Group
Emissions Inventory
Hydrocarbons
Volatile Organics
18. DISTRIBUTION STATEMENT
Release Unlimited
19. SECURITY CLASS (This Report)
21. NO. OF PAGES
20. SECURITY CLASS (This page)
22. PRICE
EPA Form 2220-1 (R«v. 4-77) PREVIOUS EDITION is OBSOLETE
------- |