IDEM INDIANA DEPARTMENT OF ENVIRONMENTAL MANAGEMENT 

We Protect Hoosiers and Our Environment. 

Michael R. Pence 1 00 North Senate Avenue 

Governor Indianapolis, Indiana 46204 

(317) 232-8603 

Thomas W. Easterly Toll Free (800) 451-6027 

Commissioner www.idem.IN.gov 

Ms. Susan Hedman 

Regional Administrator 

U.S. Environmental Protection Agency 

Region 5 

77 West Jackson Boulevard 

Chicago, IL 60604-3950 

Dear Ms. Hedman: 

May 14, 2013 

Re: Request to Parallel Process the Draft 

MOBILE6.2 to MOVES MVEB 

Replacement Update to the Maintenance 

Plan for the 1997 8-Hour Ozone Standard 

for Vanderburgh and Warrick Counties, 

Indiana 

The Indiana Department of Environmental Management (IDEM) submits the 

enclosed MOBILE6.2 to Motor Vehicle Emissions Simulator (MOVES) Motor Vehicle 

Emissions Budget (MVEB) replacement update to the maintenance plan for the 1997 8-

hour ozone standard for Vanderburgh and Warrick counties, Indiana. The United States 

Environmental Protection Agency (U.S. EPA) approved the Request for Redesignation 

and Maintenance Plan for Ozone Attainment in the 8-Hour Ozone Basic Nonattainment 

Area, for Vanderburgh and Warrick counties, Indiana, submitted by IDEM on June 2, 

2005, with an effective date of January 30, 2006. IDEM requests that U.S. EPA parallel 

process this draft MVEB replacement submittal for approval into Indiana's State 

Implementation Plan. 

IDEM is providing an opportunity for a public hearing on the MVEB replacement 

update to the maintenance plan for the 1997 8-hour ozone standard for Vanderburgh and 

Warrick counties, Indiana, if a public hearing request is received by June 12, 2013. A 

hearing has been scheduled for June 20, 2013. If a request for a public hearing is not 

received by June 12, 2013, the hearing will be cancelled. IDEM is providing a 30 day 

comment period on this update, with the public comment period ending on June 21, 

2013. The final submittal of the MVEB update for the maintenance plan for the 1997 8-

hour ozone standard for Vanderburgh and Warrick counties, Indiana will document the 

public review process, including a detailed summary of and response to substantive 

comments. 

Recycled Paper (i} An Equal Opportunity Employer Please Recycle 0 
Ms. Hedman 

Page 2 

This MOBILE6.2 to MOVES MVEB replacement update incorporates on road 

emission estimates and revised MVEBs using U.S. EPA's recently adopted MOVES 

model. The onroad emission estimates were calculated using the MOVES-based 

emission factors and data extracted from the Vanderburgh and Warrick counties, Indiana, 

area's travel-demand model. 

MVEBs are being revised in anticipation of the mandatory use of the MOVES 

model in future transportation conformity determinations. Preliminary use of the new 

model indicates that emission estimates can be considerably different than similar 

calculations using MOBILE6.2, which was used to create the MVEBs in the original1997 

8-hour ozone maintenance plan. 

Onroad safety margins, established through the interagency consultation process, 

are included for nitrogen oxides (NOx) and volatile organic compounds (VOCs). These 

onroad safety margins are allocated to on road emission estimates in order to account for 

the wide array of assumptions that are factored into the calculation process. With the 

addition of onroad safety margins applied to mobile sources, the Vanderburgh and 

Warrick counties, Indiana, ozone maintenance area will continue to remain well below the 

overall safety margins for all sources. MVEBs are also constrained to ensure that total 

NOx and VOC emissions (i.e., all source categories) do not exceed attainment year 

emissions to ensure continued maintenance of the 1997 8-hour ozone standard. 

This submittal consists of one (1) hard copy of the required documentation. An 

electronic version of the submittal in PDF format that is identical to the hard copy has 

been sent to Pamela Blakley, Chief of U.S. EPA Region 5's Control Strategies Section. 

IDEM respectfully requests that U.S. EPA proceed with preliminary review of the 

MOBILE6.2 to MOVES MVEB replacement update and revised transportation conformity 

budgets and approval into Indiana's State Implementation Plan for the Vanderburgh and 

Warrick counties, Indiana, maintenance area under the 1997 8-hour ozone standard. If 

you have any questions or need additional information, please contact Scott Deloney, 

Chief, Air Programs Branch, at (317) 233-5694. 

KB/sad/sms 

Enclosures: 

Sincerely, 

/(cJI'- 6 <;_v 6) 

Keith Baugues 

Assistant Commissioner 

Office of Air Quality 

MOBILE6.2 to MOVES MVEB Replacement Update to the Request for 

Redesignation and Maintenance Plan for Ozone Attainment in the 8-Hour Ozone 

Basic Nonattainment Area for Vanderburgh and Warrick Counties, Indiana and 

Appendices. 

Electronic MOVES-based modeling input and output data files. 
Ms. Hedman 

Page 3 

cc: Doug Aburano, U.S. EPA Region 5 (no enclosures) 

Steve Rosenthal, U.S. EPA Region 5 (no enclosures) 

Ed Doty, U.S. EPA Region 5 (no enclosures) 

Pam Blakley, U.S. EPA Region 5 (no enclosures) 

Anthony Maietta, U.S. EPA Region 5 (no enclosures) 

Seyed Shokouhzadeh, EMPO (w/ enclosures) 

Keith Baugues, IDEM-OAQ (no enclosures) 

Scott Deloney, IDEM (no enclosures) 

Shawn Seals, IDEM (w/ enclosures) 
LEGAL NOTICE OF PUBLIC HEARING 

Motor Vehicle Emission Budgets Replacement Update to the Maintenance Plan for 

the 1997 8-Hour Ozone Standard for Vanderburgh and Warrick Counties, Indiana 

Notice is hereby given under 40 CFR 51.102 that the Indiana Department of 

Environmental Management (IDEM) is accepting written comment and providing an 

oppmtunity for public hearing regarding the Motor Vehicle Emission Budget (MVEB) 

replacement update to the maintenance plan for the 1997 8-hour ozone standard for 

Vanderburgh and Warrick counties, Indiana. Onroad emissions for the original 

submittals were calculated using the MOBILE6.2 mobile model and are now being 

replaced with the United States Environmental Protection Agency's (U.S. EPA's) 

recently adopted Motor Vehicle Emissions Simulator (MOVES) mobile model. All 

interested persons are invited and will be given reasonable opportunity to express their 

views concerning the submittal of the proposed MVEB replacement update to the 

Vanderburgh and Warrick counties, Indiana, maintenance areas for the 1997 8-hour 

ozone standard. 

The purpose of this notice is to solicit public comment on Indiana's proposed 

MVEB replacement update. Vanderburgh and Wan·ick counties, Indiana, were 

designated as nonattainment for the 1997 8-hour ozone standard and are subject to the 

requirements of Section 172 of the Clean Air Act (CAA). One of the compliance 

requirements mandated by Section 175A(b) of the CAA, is the development of a plan 

demonstrating that maintenance areas will continue to meet the 1997 8-hour ozone 

standard for the next ten years, which includes MVEBs for onroad sources, beyond the 

current maintenance period. This submittal of the proposed MVEB replacement update 

to the Request for Redesignation and Maintenance Plan for Ozone Attainment in the 8-

Hour Ozone Basic Nonattainment Area for Vanderburgh and Warrick counties, Indiana, 

that was originally submitted on June 2, 2005 is being drafted and submitted consistent 

with U.S. EPA guidance. Upon completion of this public notice process, the 

MOBILE6.2-based to MOVES-based MVEB replacement update will be submitted to 

U.S. EPA for approval into the State Implementation Plan. 

Copies of the draft documents will be available on or before May 22, 2013, to any 

person upon request and at the following locations: 

• Indiana Department of Environmental Management, Office of Air Quality, 

Indiana Government Center Nmth, 100 Nmth Senate Avenue, Room N1003, 

Indianapolis, Indiana. 

• Indiana Depmtment of Environmental Management, Southwest Regional Office, 

1120 North Vincennes Avenue, Petersburg, Indiana. 

• Evansville Vanderburgh Public Library, Central Branch, 200 SE Mmtin Luther 

King Jr. Boulevard, Evansville, Indiana. 

1 
• Boonville-Warrick County Public Library, 611 West Main Street, Boonville, 

Indiana. 

The draft documents will also be available on the following web page: 

http://www.in.gov/idernlairquality/2392.htm 

An electronic version of all MOVES mobile model input and output files will be 

available at the public hearing, if held, or upon request. 

Any person may submit written comments on the MVEB replacement update to 

the V anderburgh and Warrick counties, Indiana, 1997 8-hour ozone maintenance area on 

or before June 21, 2013. Written comments should be directed to Mr. Shawn Seals, Mail 

Code 61-50, Office of Air Quality, Indiana Depattment of Environmental Management, 

I 00 North Senate Avenue, Indianapolis, Indiana 46204; or fax (317) 233-5967; or email 

at SSeals@idem.in.gov. Interested patties may also present oral or written comments at 

the public hearing, if held. Oral statements will be heard, but for the accuracy of the 

record, statements should be submitted in writing. Written statements may be submitted 

to the attendant designated to receive written comments at the public hearing. 

A public hearing on the MVEB replacement update to the maintenance plan for 

the 1997 8-hour ozone standard for Vanderburgh and Warrick counties, Indiana will be 

held if a public hearing request is received by June 12, 2013. A hearing has been 

scheduled for June 20,2013. The meeting will convene at 6:00p.m. (local time) at the 

Evansville Vanderburgh Public Library, Central Branch, 200 SE Martin Luther King Jr. 

Boulevard, Evansville, Indiana, 47713. If a request for a public hearing is not received 

by June 12, 2013, the hearing will be cancelled. Interested patties can check the online 

IDEM calendar at http://www.in.gov/idem/5474.htm or contact Mr. Shawn Seals at (317) 

233-0425, after June 12, 2013, to see if the hearing has been cancelled or will convene. 

A transcript of the hearing and all written submissions provided at the public 

hearing shall be open to public inspection at IDEM and copies may be made available to 

any person upon payment of reproduction costs. Any person heard or represented at the 

hearing or requesting notice shall be given written notice of actions resulting from the 

hearing. 

For additional information contact Mr. Shawn Seals, at the Indiana Department of 

Environmental Management, Office of Air Quality, Room N1001, Indiana Government 

Center Nmth, 100 Nmth Senate Avenue, Indianapolis, IN 46204 or call (317) 233-0425 

or (800) 451-6027 ext. 3-0425 (in Indiana). 

************************************************************************ 

Individuals requiring reasonable accommodations for participation in this hearing, if 

held, should contact the IDEM Americans with Disabilities Act (ADA) coordinator at: 

Attn: ADA Coordinator 

2 
Indiana Department of Environmental Management- Mail Code 50-10 

100 Nmih Senate Avenue 

Indianapolis, IN 46204-2251 

Or call (317) 233-1785 (voice) or (317) 232-6565 (FDD). Please provide a minimum of 

72 hours notification. 

3 
DRAFT 

Onroad Emissions MOBILE6.2 to 

MOVES Replacement Submittal 

Counties ..... I~~l~rla M~1ntenance .< ~ ; . •· ... ~········· ...• ~······························· ······•· Area unlter tne 1~~7 8=Hour Ozone 

·················•••·••·••••••••••••••••s .. t~md~rd 

May 2013 
This page intentionally left blank 
Introduction 

On June 2, 2005, the Indiana Department of Environmental Management (IDEM) submitted a 

Request for Redesignation and Maintenance Plan for Ozone Attainment in the 8-How· Ozone 

Nonattainmenf Area, for Vanderburgh and Warrick Counties, Indiana. The United States 

Environmental Protection Agency (U.S. EPA) subsequently approved the Indiana redesignation of 

V anderburgh and W atTick counties, Indiana, to attainment for the 1997 8-hour ozone standard on 

December 29, 2005 with an effective date of January 30, 2006 (70 FR 77026). Onroad emissions 

for the June 2, 2005, submittal were calculated using MOBILE6.2. U.S. EPA has encouraged 

mobile source stakeholders to transition to the new Motor Vehiclt;J~!llissions Simulator (MOVES) 

model as expeditiously as possible. Therefore, IDEM is provic!!6@1i'ls MOBILE6.2 to MOVES 

replacement update to the previously submitted 1997 8-hom:,:Q\':Qn~ maintenance plan for the 

Vanderburgh and Warrick counties, Indiana, ozone mainWii:M@''i'ii:e.a that incorporates MOVESbased onroad emissions. . ......... ,. . .... .. 

Emission Inventory 

Table 4.1 was included without title in Appendi~~~tjh(l origi(i*)Redesi~:~~l§~l?ytition and 

Maintenance Plan. Table 4.1 -A (to a repli\gyfu~Mof the table indl@ed in 

Appendix B) has been revised to · onr6li~~)hission estimates foi· nitrogen oxides 

(NOx) and volatile organic compounds year~2QQ;;, 2010, and 2015; it results in a 

different overall safety margin for the · ...... 

2015NOx 

1 
Table 4.1-A 

Comparison of2002, 2010, and 2015 Emission Estimates in Tons Per Summer Day, 

Vanderburgh and Warrick Counties, 1997 8-Hour Ozone Maintenance Area 

(MOVES-based Onroad Emissions) 

Sector 2002 NOx 2010 NOx 2015 NOx 

Area 2.95 3.20 3.27 

Nonroad 5.88 4.52 3.23 

Onroad 36.23 18.99 10.96 

Point 70.19 30.18 31.43 

Total 115.25 56.89 48.89 

Sector 2002 voc 2010 voc 2015VOC 

Area 18.60 21.36 23.46 

Nonroad 6.16 4.42 3.80 

Onroad 12.16 6.84 4.37 

Point 5.16 6.77 8.09 

Total 42.08 39.39 39.72 ·.::.-:-:·:·:·:·. ,.:,;·:·~ , ....... ·'· '{:{;~~~~::::.. d::~~~~~;~~~~~;:~· '·~!~~~ii!):: .. 

Onroad emission estimates in Table::4"J·;.; A were ca12til.~(~~Hi.i"is"ing U.S. EPA's MGVES modelproduced emission factors and data ~~trflded from the ~}:~ms travel-demand model. The ~·· .:, ·•.;:_;.;::-.· ...... ··~·:·:···:·:·. 

MOVES model implements a significa\i.tly "di:ffer~p.t approac1"t~9. emissions estimation than the 

previous model (MOBILE6.2). Prelimih~~y se Bt~h~ Jv10VE"$;1$.w.del indicates that emission 

estimates can be considet:ably different thaii:Similar 'dalcUlations 'using MOBILE6.2, which was ~ ......•... ~ ............ ·,•,. . ·. ,, .•. . .. ~ ... ·. ~ " ·~ .•,;. 

used to create the origij)~fM.Vgfj~Jor the ~qerl? gh ~n4.::W: rric1t counties, Indiana, 1997 8- • •'·'•'•'•'······· ...... •.·.·~ .. ···· ~~··' ·' '•· ·X•' ··.·'' '· · • • hour ozone nonattalfi'(lj~))t area. !t~neral suh)ma~tj-· ofthe MOYES methodology used m this 

area can be found in A~P:~A~ix A. @jaddition, f0,:~yEs input and output files are being provided 

electronical~Y..-~H . this suoW:Vtat:l~h~M :- ~nd co~ 1 strategy assumptions for non-mobile 

sources :~ :~;~~r~~ ::2e~y ~d, i'i ~?:§tnt)Tr~n2 hr.:: ~·igir:!l submittal for the years 2002, 2010, a~d 2015 w~ .:peveloped t;;~(<? e th :: ~pomiC c1iall~ ges of the last several years. Because of this, ~. . . . .. '· .... ' ~. .. . . . ...... ) 

the factqt~jncluded in tne._.Qi.:iginal :·s:~P.rrtittal ma)T':p'i·oject more growth than will actually occur in 

the futm :, a result, the -: \?, h arl&~9p,~rol strateg~ assumptions for the non-mobile sour~es 

for the years··4,99.?• 2010, and 4.QJ:5 contlh~~ to be vahd and do not affect the overall conclusiOns 

of the plan. ~=::;~~/::, '<}::\ -

·::::{jjf~t~:''· .@il 

Onroad safety margihs;=have beeli' included for omoad emission estimates to accommodate the • -·=···;=·=.~...... .·~·!~::::-:·::{ • . . • wide array of assumption~ th~t re factored mto the calculatiOn process. Smce assumptwns 

change over time, it is nece~g~a y to have an onroad safety margin that will accommodate the 

impact of refined assumptions in the process. The plan continues to meet all applicable Clean 

Air Act (CAA) requirements as the revised emission inventories clearly illustrate that total NOx 

and VOC emissions in the Vanderburgh and Warrick counties, Indiana, 1997 8-hour ozone 

maintenance area will continue to decline leading to local reductions between 2002 (base year) 

and 2015 (maintenance plan horizon budget year). 

2 
Transportation Conformity Budgets 

Table 5.1 was included on Page 18 of the original Redesignation Petition and Maintenance Plan 

for the V anderburgh and Warrick counties, Indiana, 1997 8-hour ozone maintenance area. Table 

5.1- A (to be considered a replacement of Table 5.1) has been revised to incorporate U.S. EPA's 

MOVES model-produced emission factors and data extracted from the region's travel-demand 

model. 

Table 5.1 

Emission Estimations for On-Road Mobile-SQurces for the 

Vanderburgh and Warrick Counties(l9§7 8-Hour 

Ozone Nonattainment .. :~G:~~::·· 

(M 0 BILE6.2-based Onrp(d l!l;ni~ sjpns) 

2002 

VMT (miles/day) 6,225,764 

VOC (tons/day) 

NOx (tons/day) 

... <·v0c .. <>~$/day) 12.16 

·. '•••'· • .. •:•,·,•, ··:·:·:·.·:·. 

•• :::.~.'!•'·::::::=:=·· ~<;:·!:·.:=:· .. 

··=· rttv 2010 

6.84 

18.99 

~ 

, ··:·()·; .:::: .. ..... .. ·~···· 

2015 

4.37 

10.96 

··::~~r::::··.. <~~~:;. \~ ··;::;~:~:~:k~ .. 

Table 5.2 was it_ _::i ncluded on ~~~ 18 ij~ original Redesignation Petition and Maintenance 

Plan for the Vande,fb1,1rgh and iri t~k counties, Indiana, 1997 8-hour ozone maintenance area. 

Table 5.2 - A (to t~ ~1. idered ~~ lacement of Table 5.2) has been revised to incorporate 

MVEBs calculated usHig,~1J \S. EfA..t.s MOVES model-produced emission factors and data extracted 

fiom the region's travel-<.i'~ifi~6~ i1 del as detailed in Table 5.1 -A. ·:~:Ii:~~:;::·· 

Table 5.2 

Mobile Vehicle Emission Budgets 

(MOBILE6.2-based Onroad Emissions) 

2015 tons/day 

voc ~ 

NOx MG 

3 
Table 5.2- A 

Motor Vehicle Emission Budgets for the 

Vanderburgh and Warrick counties, Indiana, 1997 8-Hour 

Ozone Maintenance Area 

(MOVES-based Onroad Emissions) 

2015 

VOC (tons/summer day) 5.02 

NOx (tons/summer day) 12.61 

..... 

.. ::{{l~~j}V Through the interagency consultation process, it was dete~roN~d. hat a maintenance plan horizon ..... "";7 ....... 

year budget of 2015, would be appropriate. The inter~g~6.~y··cons1;iJt~tion group approved onroad 

margins of safety of fifteen percent (15%) for both yO'G. ~~d NOx '6M:O.ad emission estimates for 

the year 2015. A summary of this interagency or1~~Jd ion discussi~if~~n,)e found in Appendix 

B. These revised emission inventories clearly if~u ~{ ate that omoad vo ::@~NOx emissions in the 

Vanderburgh and Warrick counties, Indiana, 199 h9ur ozone.:p:Iaintena~~(~t~a will continue to 

decline leading to local reductions between 2002 (bri~ :: y(iar).<~~d 2015 (maint2ti~h e plan horizon 

budget year). ~t~i ftiib•·•~.,. .,+~( ••j•Y 

Furthermore, when compared to the ovei: ~J: saf6:~Ylm~rgin as 'd ~fw._~d in the Code of Federal 

Regulations ( CFR) at 40 CFR 93.101, it ?i ~€yj den tb' ::o.nroad fet)': margin allocation is 

reasonable and appropriaJ.7 :::[M~.re ~pecific ~"iix\~ven ~nW#~ ::: llo ~~f~fW of an omoad safety margin 

to mobile sources, em~~~ pvs ill ·. D.~inue to 'llfu aiJl §@FBel~;».:;:th.e overall safety margin for all 

sources as detailed in ~~ ~ 4.1 - :~. VEBs at: B9:9sHained ta::eliSure that the total emissions 

(i.e., all source categories)..~o not ex9e~d the 2002::aftaimnent year emissions of either VOC or "" .· .. •, ....... •········· 

NOx, thereby ~HmW~rg contll\~~4 .. W4~~#:~P.~9:-~~ ofth~4Q97 8-hour ozone standard. 

conclu~:~ rli. ij)H iMi!1~i1!i~]!i••~~~:,~~tf:J~k~il1~ 

This MOBh#,§,} to MOVEf :~r.J,~ce~~~tA?date to the previously submitted Request for 

edesignationY{~~( !:faintenandlif!.f. n for '@~i.jne Attainment in the 8-Hour Ozone Basic 

Nonattainment A'h'i?i;:::for Vanderb~~gh and Waniclc counties, Indiana incorporates omoad emission 

estimates and a re~i ~:4H 1VEB usj$,:g U.S. EPA's recently adopted MOVES model. MVEBs have <...... . ...... 

been revised in anticipatj.$n .oftb.@$.hndatory use of the MOVES model in future transportation 

conformity determinatio ~UTJi &ffi·oad emission estimates were calculated using the MOVESbased emission factors and (~ extracted from the area's travel-demand model. Omoad safety 

margins for VOCs and NOx, established through the interagency consultation process, are included 

in order to account for the wide array of assumptions that are factored into the calculation process. 

MVEBs are also constrained to ensure that total VOC and NOx emissions (i.e., all source 

categories) do not exceed attainment year (2002) emissions to ensure continued maintenance of the 

1997 8-hour ozone standard. With the addition of MOVES-based omoad safety margins applied to 

mobile sources, the Vanderburgh and Warrick counties, Indiana, ozone maintenance area will 

continue to remain well below the overall safety margins for all sources into the future. As such, 

the 1997 8-hour ozone maintenance plan for Vanderburgh and Warrick counties, Indiana, 

continues to meet all applicable CAA requirements. 

4 
Appendix A 

V anderburgh and Warrick Counties, 

Indiana, Maintenance Area MOVES 

Methodology 
This page left intentionally blank 
Vanderburgh and Warrick Counties 

MOVES2010a Input Data and 

Parameters 

INDOT Planning Contract 

Final Report 

October 4, 2012 

CDMth Sm1 
Table of Contents 

Overview .............................................................................................................................. 1 

Vehicle Age Distribution ....................................................................................................... 1 

Vehicle Population ................................................................................................................ 2 

Meteorological Data .............................................................................................................. 4 

Default VMT Distributions ..................................................................................................... 4 

Default Hourly Distributions .................................................................................................. 5 

Default Daily and Monthly Distributions ................................................................................ 6 

Ramp Fractions .................................................................................................................... 6 

LIST OF TABLES 

Table 1: MOVES2010a Source Type Codes ............................................................................. 1 

Table 2: MOVES2010a Road Type Codes ................................................................................ 1 

Table 3: Distribution of MOBILE 6.2 Light Duty Trucks into MOVES Source Types ................... 3 

Table 4: Inventory of Permanent Count Stations ....................................................................... 5 

LIST OF APPENDICES 

Appendix A- MOVES201 Oa Input Settings and Assumptions 

Appendix B- Vehicle Age Distributions for Vanderburgh and Warrick Counties 

Appendix C- Vehicle Populations for Vanderburgh and Warrick Counties 

Appendix D- Meteorological Data for Vanderburgh and Warrick Counties 

Appendix E- Default Statewide Factors 

Appendix F- Statewide Default Hourly Distribution Factors 

Appendix G - Statewide Default Daily Distribution Factors 

Appendix H- Statewide Default Monthly Distribution Factors 

Appendix I - Ramp Fractions 
Overview: 

This report is being written to document the input parameters for a set of MOVES201 Oa 

runs for the Vanderburgh and Warrick Counties 8-hour Ozone Maintenance Area and 

the Vanderburgh and Warrick Counties PM 2.5 non-attainment area. This report 

contains a discussion on the intended input settings used in MOVES201 Oa and the 

development of the input datasets. These MOVES201 Oa runs are intended to develop a 

default set of emission rates that can be used for conformity determination and is part of 

a statewide effort being conducted by the Indiana Department of Transportation 

(IN DOT). 

Throughout this report references are made to MOVES 201 Oa codes for two types of 

data. The values for the source type codes are shown in Table 1. The values for the 

road type codes are shown in Table 2. MOVES2010a input settings and assumptions for 

this effort are shown in Appendix A. 

Table 1: MOVES2010a Source Type Codes 

sourcetypeid Description 

11 Motorcycles 

21 Passenger Car 

31 Passenger Truck 

32 Light Commercial Truck 

41 Intercity Bus 

42 Transit Bus 

43 School Bus 

51 Refuse Truck 

52 Single Unit Short-haul Truck 

53 Single Unit Long-haul Truck 

54 Motor Home 

61 Combination Short-haul Truck 

62 Combination Long-haul Truck 

Table 2: MOVES2010a Road Type Codes 

roadtypeid 

Vehicle Age Distribution: 

1 

2 

3 

4 

5 

Description 

Off Network 

Rural Restricted Access 

Rural Unrestricted Access 

Urban Restricted Access 

Urban Unrestricted Access 

The vehicle age distributions for MOVES source types 21, 31, and 32 (cars, passenger 

trucks, and light commercial vehicles respectively) were developed through an analysis 

of Indiana's 2009 vehicle registration data. The analysis was performed by Eastern 

Research Group (ERG) under contract to the Lake Michigan Air Directors Consortium 

(LADCO). ERG was provided with vehicle identification numbers (VIN) for vehicles in 

Indiana. 

I 
There were approximately 6.37 million VINs in the statewide data set. Out of these, 

approximately 1.3 million returned errors. Of these, approximately 200,000 errors were 

deemed non-critical. This means that the model year and vehicle type assigned to the 

records were most likely correct despite there being an error in the VIN decoding. These 

records were included in ERG's analysis. The remaining errors were considered critical 

enough to call into question the accuracy of the model year and vehicle types. These 

critical errors were excluded from ERG's analysis. 

In all, approximately 5.2 million VINs from around the state were used in the analysis. 

Each VIN was associated to a specific county. ERG then developed age distributions for 

each county in the state along with seven combination areas comprised of two or more 

counties each. Additional information on the methodology used to develop the vehicle 

age distributions can be found in a May 28, 2010 report written by ERG for LAD CO titled 

MOBILE6 and MOVES Registration Distribution Calculations for Indiana Registration 

Data. Each set of age distributions was provided in both MOBILE6 and MOVES formats. 

The MOVES formatted data will be used for these MOVES201 Oa runs. 

Due to limitations in ERG's VIN decoder, it was not possible to develop vehicle age 

distributions for any source types other than 21, 31, and 32 from the vehicle registration 

data. For all other source types, MOVES201 Oa default vehicle age distributions specific 

to each source types were used. This includes motorcycles and all heavy vehicles. 

Vehicle age distributions for all source types were kept constant for all future years. The 

vehicle age distributions for Vanderburgh and Warrick Counties as a combined area are 

shown in Appendix B of this report. 

Vehicle Population: 

The vehicle populations for source types 21, 31, and 32 were developed directly from 

the vehicle registration data. All valid records that were identified from the vehicle 

registration data set were used to determine the number of vehicles for each of these 

three source types. The VIN decoded data provided to INDOT contained vehicle types 

according to MOBILE6.2 vehicle categories. There is a direct correlation between 

MOVES source type 21 (cars) and the MOBILE6.2 vehicle type LDV. All valid LDV 

records (those records not excluded from the vehicle age distribution analysis due to 

errors as was described in the section on Vehicle Age Distribution in this report) were 

counted in the vehicle population. 

There is not a direct correlation between MOVES source types 31 (passenger trucks) 

and 32 (light commercial vehicles) and the MOBILE6.2 light truck vehicle types (LDT1, 

LDT2, LDT3, and LOT 4). All valid records from the vehicle registration data set for 

MOBILE6.2 light duty trucks were counted in the vehicle populations. The light duty 

trucks were distributed between MOVES source types 31 and 32 as per the 

Environmental Protection Agency's (EPA) guidance documented in Table A.1 of the 

appendix of the Technical Guidance on the Use of MOVES2010 for Emission lnventorv 

Preparation in State Implementation Plans and Transportation Conformity. The guidance 

provides two sets of factors for distributing MOBILE6.2 light trucks between MOVES 

source types 31 and 32. These are based on fuel type and are shown in Table 3. 

2 
Table 3: Distribution of MOBILES 2 Light Duty Trucks into MOVES Source Types 

Source Types 

Fuel 31 32 

Gas 78% 22% 

Diesel 42% 58% 

As per ERG's assumption documented in MOBILE6 and MOVES Registration 

Distribution Calculations for Indiana Registration Data, all light duty trucks that did not 

have a fuel type identified were counted as diesel trucks. This was to prevent an 

underestimation of diesel trucks and their related emissions. 

Since only valid records from the vehicle registration data were used to calculate vehicle 

populations for source types 21, 31, and 32, it is reasonable to assume that some of the 

erroneous records that were discarded from the analysis actually belonged to these 

source types. The nature of these errors is not that the vehicle does not exist. Rather, it 

is that the vehicle could not be properly identified with any sense of certainty. It was 

therefore necessary to adjust the vehicle populations calculated from vehicle registration 

data to compensate for these discarded records. Based on an analysis of the error rate 

reported by ERG, vehicle populations for source types 21, 31, and 32 were increased by 

5.8 percent. 

Vehicle populations were not able to be developed directly from the vehicle registration 

data for some source types. This was due to the limitations in the VIN decoder used by 

ERG to process the vehicle registration data. Vehicle populations for all other source 

types (motorcycles and heavy vehicles) were derived by applying the Mileage 

Accumulation Rate (MAR) method documented in EPA's Technical Guidance on the Use 

of MOVES2010 for Emission Inventory Preparation in State Implementation Plans and 

Transportation Conformity, Section 3.3 Source Type Population. 

The default MARs were extracted from MOVES by running MOVES for a single pollutant 

and a single year for all vehicles, fuels, months, days, and hours. The activity output was 

set to report both distance and population. A ratio of population to vehicle-miles-traveled 

(VMT) was calculated from these outputs. The ratios were calculated for each source 

type. 

The Evansville MPO, which is the metropolitan planning organization (MPO) for 

Vanderburgh and Warrick Counties, provided VMT by MOVES road types extracted from 

their travel demand model's base year. Since the default MARs in MOVES vary by year 

(but not by location), the MOVES run that was executed to extract the MARs was run for 

a year consistent with the travel demand model's base year. This resulted in MARs that 

could be applied directly to the validated VMTs reported by the travel demand model. 

The travel demand model VMTs were converted into annual VMT and distributed by 

vehicle types using statewide default VMT distribution factors documented in this report 

in the section on Default VMT Distributions. The MARs were then applied to the annual 

vehicle type VMTs. The result was an estimated vehicle population for each source type 

for the travel demand model's base year. Since the vehicle populations for source types 

21, 31, and 32 were developed directly from the vehicle registration data, the population 

3 
estimates derived for those source types using the MAR method were discarded and the 

observed data were used instead. 

Future year vehicle populations were developed base on socioeconomic growth rates for 

the maintenance area. The MPO provided base year and horizon year population and 

employment data for the area. Annual growth rates were calculated for population 

growth and employment growth individually. Population growth rates were then used to 

grow the light vehicle populations (source types 11, 21, 31, and 32). Employment growth 

rates were used to grow the heavy vehicle populations (source types 41, 42, 43, 51, 52, 

53, 54, 61, and 62). Vehicle populations were calculated for every year from 2008 to 

2040. These vehicle populations for Vanderburgh and Warrick Counties as a combined 

area are shown in Appendix C. 

Meteorological Data: 

The default set of hourly temperatures and hourly relative humidity was developed using 

EPA's data converters for changing MOBILE6.2 minimum I maximum temperatures and 

absolute humidity to the MOVES equivalent formats. The values for the MOBILE6.2 

inputs were taken from the Request for Redesignation and Maintenance Plan for Ozone 

Attainment in the 8-hour Ozone Basic Nonattainment Area, Appendix D, developed by 

Indiana Department of Environmental Management in June 2, 2005 and the draft 

Request for Redesignation and Maintenance Plan under the Annual National Ambient 

Air Quality Standard for Fine Particles, Appendix F, developed by the Indiana 

Department of Environmental Management in January, 2011. 

Meteorological data reflect average annual conditions for the PM 2.5 runs. The 

MOBILE6.2 meteorological input data for each of the twelve months of the years were 

averaged together to create average annual temperatures and humidity. These were 

then passed through the data converters. The data reflect summer conditions for ozone 

using MOBILE6.2 inputs for July. The MOVES formatted meteorological data for 

Vanderburgh and Warrick Counties as a combined area are presented in Appendix D of 

this report. 

Default VMT Distributions: 

As part of this effort, INDOT developed a default set of VMT distribution factors by 

Highway Performance Monitoring System (HPMS) vehicle type and by MOVES road 

type. These distribution factors were developed by analyzing four consecutive years of 

continuous traffic count data ending in 2010 for twenty permanent traffic count stations 

throughout Indiana. The stations were selected to provide a spread of locations 

corresponding to each of the four MOVES road types. Furthermore, these stations were 

selected from among sites that were concentrated in nonattainment and maintenance 

areas. In some cases, data from the requested site were either partially or completely 

unavailable. An inventory of the sites used to develop the distributions is shown in Table 

4. 

The vehicle counts reported at each station were provided by vehicle class. These were 

aggregated into the six basic HPMS vehicle types: motorcycle, passenger car, light 

truck, bus, single-unit heavy truck, and combination heavy truck. The distribution of VMT 

by vehicle type was calculated for each road type by taking each vehicle type's 

percentage of total traffic. These default statewide factors are shown in Appendix E. 

4 
SiteiD 

3000 

3200 

3300 

4000 

4500 

5600 

6100 

0105 

0201 

0210 

0303 

0327 

0403 

0501 

0502 

0507 

0602 

0603 

0608 

1315 

Table 4: lnventorv of Permanent Count Stations 

City County Location Road Data Quality Type ... Closed since 9/26/2006. No MUNCIE DELAWARE SR 332 RM 0.5 3 data. 

CARMEL HAMILTON US 31 RM 125.7 5 Good 

INDY WEST MARION 1465 MM 10.0 4 Closed since 9/1/10 

GARY LAKE I 80 /I 94 MM 6.0 4 Only 2010 data passed QC 

LAPORTE LAPORTE SR2 RM 65.2 3 Good 

SELLERSBURG CLARK 165 MM 8.0 4 Bad sensors. Not usable. 

EVANSVILLE GIBSON 164 MM 27.9 2 Good 

TERRE HAUTE VI GO US 41 RM 104.2 3 Good-closed 11/13/08-

5/13/09 

MIDDLEBURY ELKHART SR 120 RM 13.9 3 Good- closed 8/3/10-12/6/10 

FORT WAYNE ALLEN 1-69 0.53 mi N of 4 Good SR3 

MUNCIE DELAWARE US 35 RM 44.5 5 Good 

DALEVILLE DELAWARE 169 MM 31.4 2 Good-built in 12/10/2007 

SOUTH BEND ST. JOSEPH US 20 RM 77.1 4 Good 

INDY SOUTH MARION SR 37 RM 143.5 5 Good-closed 5/22/09-6/1/09 

MARTINSVILLE MORGAN SR67 RM 80.6 3 Good 

SEYMOUR JACKSON 165 MM47.0 2 Good 

HAZLETON GIBSON SR 56 RM 0.6 3 Good 

DUBOIS DUBOIS SR 56 RM 53.3 3 Good- closed 10/16/08-

3/20/09 

EVANSVILLE VANDERBURGH SR66 RM 23.5 5 Good 

170 MARION 170 MM 83.5 4 Closed 5/17/06-3/24/08 

Default Hourly Distributions: 

The same set of twenty permanent traffic count locations discussed in the section on 

Default VMT Distributions was analyzed to develop a set of hourly distribution factors. 

These factors were calculated by road type, by HPMS vehicle type. Hourly factors were 

only calculated for the average weekday. The hourly distribution pattern for each traffic 

count location was reviewed. Any data that appeared to reflect either an error in the data 

or an outlier of behavior were removed to prevent bias in the data. The following data 

were excluded from the analysis: 

• Bus data from count stations 0105 and 0603 were excluded due to abnormal 

midnight peaks in the data; 

• An abnormal relationship between passenger cars and light duty trucks at count 

station 4500 prompted the exclusion of all data from this location due to 

questions of reliability; 

• Peak spreading behavior observed at count station 4000 from traffic related to 

Chicago was considered to be too unique to be included in a default statewide 

data set; and, 

• Combination truck traffic from station 3200 was excluded due to too much 

overnight traffic when compared to other vehicles and other stations. 

5 
Furthermore, traffic patterns reported by those count stations corresponding to road type 

3 (3000, 4500, 0105, 0201, 0502, 0602, and 0603) had a tendency to over represent 

long distance travel. This was most likely the result of statewide permanent count 

stations focusing primarily on higher order facilities. Rural collectors and local streets are 

less likely to reflect long distance travel. The hourly distributions for road type 3 (rural 

unrestricted access) were adjusted to better account for traffic behavior on lower order 

facilities in rural areas. A sample of traffic count data from Morgan County, IN was used 

to introduce more local traffic behavior in the road type 3 hourly distributions. An analysis 

of the Morgan County data showed a pattern more consistent with AM and PM peaking 

characteristics reflecting local commuting traffic on collectors and local streets for 

passenger cars and light duty trucks. The Morgan County data for passenger cars and 

light duty trucks on collectors and local streets were weighted and added to the road 

type 3 data set. This analysis assumed that rural collectors and local streets accounted 

for 20 percent of all VMT for road type 3. 

The statewide default hourly distribution factors are presented in Appendix F. 

Default Daily and Monthly Distributions: 

Default daily and monthly distribution factors were calculated from IN DOT's official count 

adjustment factors which are more commonly used to develop AADT from raw traffic 

counts. These factors are based on the set of daily traffic counts collected from all 

permanent count stations throughout the state. The daily distribution factors determine 

what percentage of VMT is occurring on weekdays and what percentage is occurring on 

weekends. The monthly distribution factors determine what percentage of annual VMT is 

occurring in each month of the year. The statewide default daily distribution factors are 

shown in Appendix G. The statewide default monthly distribution factors are shown in 

Appendix H. 

Ramp Fractions: 

The ramp fractions represent the percentage of vehicle-hours-traveled (VHT) for road 

types 2 (rural restricted access) and 4 (urban restricted access) occurring on the ramps 

associated with those road types. These fractions were calculated based on the 

percentage of VHT occurring on ramps reported by the base year travel demand model. 

These ramp fractions are reported in Appendix I. 

6 
Appendix A 

Number of Runs: 

Input Item Ozone PM 2.5 

Years 2002,2010, 2008, 2010, 

2015, 2020, 2015,2020, 

2025, 2030, 2022,2030, 

2035,2040 2035,2040 

Pollutants/ Volatile PM 2.5 with all 

Processes Organic subspecies; 

Compound NOx 

(VOC), NOx, 

and supporting 

Meteorology Summer Average 

Annual 

#of MOVES 8 8 

runs 
General Parameters: 

MOVES Input Item 

Screen Ozone PM 2.5 

Description 

Scale 

Time Spans 

Geographic 

Bounds 

Vehicles 

Road Type 

Pollutants/ 

Processes 

General 

Output 

Output 

Emissions 

Detail 

Description 

Domain/Scale 

Calculation Type 

Time 

Aggregation 

Level 

Year 

Months 

Days 

Hours 

Geographic 

Bounds 

Vehicles 

Road Type 

Pollutants/ 

Processes 

Database Name 

Units 

Activity 

On Road 

User Choice 

County 

Emission Rate 

Hour Hour 

2002, 2010, 2008, 2010, 

2015, 2020, 2016, 2020, 

2025,2030, 2022,2030, 

2035,2040 2035,2040 

July April 

Weekday Weekday 

Select All Select All 

Vanderburgh Vanderburgh 

County* County* 

All Gas and Diesel Combinations 

Select All 

VOC, NOx, and 

supporting 

Evansville Ozone 

PM 2.5 with all 

subspecies; NOx 

Evansville PM 

Select "Grams" and "Miles" and 

"Million BTU" 

Distance, Population 

Select "Source Use Type" and "Road 

Type" 

*Represents both Vanderburgh and Warrick Counties. 
C t D t M • 

County Data Excel Sheet Tab 

Manager Input Name 

Source (Vehicle) sourceTypeYear 

Type Population 

Vehicle Type HPMSVTypeYear 

VMT (by 13 

MOVES Vehicle 

Types) 

Ozone PM 2.5 

Local Registration for Source Types 21, 31, and 32; 

Estimated population using default MOVES mileage 

accumulation rates and local VMT for all other source types. 

Future year vehicle populations based on population growth 

rates for source types 11, 21, 31, and 32. Employment 

growth used for all other source types. 

Statewide default vehicle distributions across road types 

developed by INDOT using an analysis of permanent count 

station data from a statewide data set. 

MonthVMTFraction Statewide default monthly fractions developed by INDOT 

using an analysis of permanent count station data from a 

statewide data set. 

DayVMTFraction Statewide default daily fractions developed by IN DOT using 

an analysis of permanent count station data from a 

statewide data set. 

HourVMTFraction Statewide default hourly fractions developed by IN DOT 

Average Speed avgSpeed 

Distribution (% Distribution 

of VHT in each 5 

mph speed bin) 

Road Type roadType 

Distribution Distribution 

(VMT by 5 

MOVES Road 

Types) 

Age Distribution sourceTypeAge 

(Vehicle Distribution 

Population by 

Age of Vehicle) 

Ramp Fraction RoadType 

Meteorology 

Data 

ZoneMonthHour 

Fuel (% of FueiFormulation 

Market Share by 

Fuel Type) FueiSupply 

1/M Program IMCoverage 

using an analysis of permanent count station data from a 

statewide data set. 

National defaults. 

Calculated from local VMT data. Use travel demand model 

base year distributions for all years. 

Local age distributions developed from vehicle registration 

data for source types 21, 31, and 32. Default MOVES age 

distributions for all other source types. 

Based on local travel demand model. 

MOBILE6 Summer Met Data MOB1LE6 12 month Met 

Converted to MOVES format Data Converted to MOVES 

format and averaged to 

annual meteorology 

MOVES Defaults 

Vanderburgh County MOVES 

Defaults for Summer (check if 

varies among counties) 

Vanderburgh County MOVES 

Defaults for annual (check if 

varies among counties) 

No Program 
Appendix B 

Vehicle Aae Distributions for Vanderburah and Warrick Counties: 

Source Types 

ageid 11 21 31 32 41 42 43 51 52 53 54 61 62 

0 0.2~ 09690540 0.0254913494 .0.0108613399 0.0283536975 0.0643023355 0.0545743076 0.0622220643 0.0494240790 0.05B8526168 0.0787544027 0.0615095870 0.0535634660 0.0670845256 

1 0.1921154969 0.0471761977 0.0455523407 0.0691813189 0.0626728412 0.0531913309 0.0606452875 0.0481716155 0.0573612230 0.0767586735 0.0599508636 0.0535634660 0.0670845256 

2 .. 0.1573471585 0.0580075242 0.0532532:087 0.0714376942 0.0624853859 0.0530322328 0.0604638952 0.0480275345 0.0571896519 0.0765290827 0.0597715492 0.0541045093 0.067762144'? 

3 0.1359771581 0.0527361307 0.0471399955 0.0603686832 0.0624229593 0.0529792497 0.0604034894 0.0479795509 0.0571325186 0.0764526251 0.0597118340 0.0575579884 0.0720873878 

4 0.1058454735 0~053990~675 0.0713.109281 0,07837]'1127. 0.0617369906 0,0523970560 0.0597397140 0.0474523026 0.0565046834 0.0756124785 0.0590556596 0,0564,1823t2 _Q.0_706599203 

5 0.0750909142 0.0553551809 0.0640255212 0.071_8634254 ... 0.0559170498 0.0474575929 0.0541080614 0.0429789769 0.0511779950 0.0684845018 0.0534884926 0.0489290859 0.0612802835 

6 .. 0.0476805323 0.057752277:8 0.0726611766 . 0.0639022521 0.0468365056 0.03975081_23 0.0453212873 0.0359994879, 0.0428670388 0.0573630896 __ 0.0448023279 0.0366034411 0.0458432683 

7 0.0331026886 0.0625797645 0.0709548186 0.0653071651 0.0425786431 0.0361370941 0.0412011_709_ 0.0327268079 0.0389700355 0.0521482660 0.0407293873 0.0340742206 .. 0.0426755959 

8 .. 0.0197278356 0.0632456247 0.0616514578 0.0567925412 _0.0468268516 :0.0397426124 .. 0.0453119367 0.0359920640 0:042858200?: 0.0573?12681 0.0447930981 0.0358093j00 0.0448486759 

9 0.0118473747 0.0721570542 0.0623636768 0.0628379241 0.0534377006 0.0453533365 0.0517089150 0.0410733035 0.0489087688 0.0654479137 0.0511168252 0.0526288382 0.0659139597 

10 0.0053251777. 0.0654096705 0.06046_44261 0.0567073950 0.0532712252 0.0452120443 0.0515478328 0.0409453420 0.0487564067 0.0652440247 0.0509575859 0.0624520143 0.0782168041 

11 0.0025378610 0.0559211621 0.0512946064 0.0461492614 0.0407951886 0.0536203440 0.0411075833 0.0313560350 0.0391491717 0.0523881239 0.0302729398 0.0478258601 0.0598985955 

12 _0.00130_114,70 0.0508939174 0.0480747830 0.0399335859 0.0331924560 o:04a9936472 0.0382933197 0.0255124310 0.02944831.~1 0.0394065607 0.04661,01_866, 0.0389128550 0.0487354179 

13 0.0006124019 0.0430811573 0.0375695526 0.0292051599 0.0277347637 0.0456089741 0.0333751020 0.0545980574 0.0316399801 0.0194774783 0.0291673253 0.0325145854 0.0462990441 

14 . 0.0002476898 0.0433142083 0.0361154388 0.0285665631 0.0364294706 0.03ffi46681 0.0430863640 0.0632656498 0.0364439725 0.0194691525 0.0347804437 0.04270774J9 0.0462072388 

15 0.0001527705 0.0346136346 0.0357444914 0.0309932309 0.0283511969 0.0332950401 0.0210164622 0.0395649332 0.0357887614 0.0311848083 0.0335202065 0.0332372597 0.0300444032 

16 0.0000668536 0,0300081013 .. _O,Q25_I!}82632 0.0210311210 ().9_23_588:42\3.6. 0.0279132162 - (!.0253671498 0.0341566540 0.0259987277 0.0230196849 0.0233151075 0.0276536739, 0;0230524492 

17 0.0000299603 0.0235935477 0.0221233029 0.0179658564 0.0175637044 0.0244970846 0.0206833627 0.0146346390 0.0197956396 0.0052258132 0.0206748599 0.0205906442 0.0138452217 

18 0.0000127409 0,0196650723 0.01_84731805 0.0145600068 0.020_1_1_9_224-1_ 0.0250480695 0.0266888558 0.0401958334 0.0193740288 0.0037212159 . 0,0155464816 0.0235865809 0.0100066460 

19 0.0000055369 0.0160361340 0.01540_17360 0.0115798885 0.0225790392 0.0366610768 0.0301447753 0.0342277190 0.0227335396 0.0175775477 0.0203628520 0.0264703224 0.0098603738 

20 0.0000022027 0,01,4171725:4 0.0150307886 _0.01298480~4. 0.0226407923 0.0281971934- 0.0173882093 0.0270081845 0.0289395633 .. 0.0183874556 0.0265944575 0.0265427~_35 0.00957_55112 

21 0.0000010015 0.0106315684 0.0149120855 0.0124739240 0.0212965445 0.0224413685 0.0209032932 0.0367430589 0.0255089927 0.0121624816 0.0238465850 0.0249667984 0.0083402541 

22 0.0000005320 0. 0082566669 0.0097633356 0.0079611733 0.0221366577 0.020761_4938 0.0211741003 0.0294241579 0.021_1707159 0.0029207200 0.0232916866 0.0259516972 0.0021970287 

23 0.0000002372 0.0061814025 0.0097781735 0.0078334540 0.0187753208 0.0176845935 0.0186862600 0.0367365508 0.0255742899 0.0006595597 0.0173635700 0.0220110680 0.0022815392 

24 0,0000001072 0.0051493192· __ 0.0086653313 0.0079611733 0.0165801584 0.0153441343 0.016222347:4 0.0195371'739 0.0181341022 0.0013228019 0.0186391363 0.019437588~ 0.0028947085 

25 0.0000000515 0.0038065010 0.0056235626 0.0052364937 0.0130464803 0.0119613578 0.0125269842 0.0202862884 0.0101534224 0.0013255722 0.0189070434 0.0152949162 0.0014963357 

26 0.0000000201 0.0022417295 0.0038430151 0.0030226915 0.0052066606 0.011:4707358 0.0046276161 0.0058785937 0.0158244798 0.0000000000 '0.0123859355 0.0061039775 ·o.oo63051544 

27 0.0000000084 0.0014426972 0.0025817939 0.0022989484 0.0044375500 0.0062552616 0.0034269422 0.0066192300 0.0082431519 0.0005853113 0.0073123264 0.0052023202 0.0002365920 

28 0.0000000046 0.0013983065 0.0019586023 0.0012771936 _0.00'38534093 0,0027153367 0.0040227141 0.0058648852 0.0078447522 0.0004224309 0.0040199156 0.0045175071 0.0007539156 

29 0.0000000027 0.0016979436 0.0006825432 0.0005108774 0.0050202650 0.0073813428 0.0039557847 0.0014702211 0.0082910352 0.0000000000 0.0005297244 0.0058854602 0.0002483418 

30 0.0000000060 0.0139941626 0.0163365235 0.0133253864 0.0041641999 0.0025473919 0.0046291194 0.0021486392 0.0093642209 0.0005969550 0.0069720059 0.0048818593 0.0002641374 

Source: Quality assured vehicle registration data for the combined Vanderburgh County and Warrick County area for source types 21, 32, and 32, MOVES201 Oa default distributions for all other source types. 
Appendix C 

Vanderbu h and Warrick Counties Vehicle Po ulations: 

Vehicle 

Populations 

Annual Populations 

2008 

2009 

2010 

2011 

2012 

2013 

2014 

2015 

2016 

2017 

2018 

2019 

2020 

2021 

2022 

2023 

2024 ___ 

2025 

2026 

2027 

2028 

2029 

2030 

2031 

2032 

2033 

2034 

2035 

,2036 

2037 

2038 

2039 

2040 

11 

,4,425_ 

4,446 

4,466 

4,487 

4,508 

4,529 

4,550 

4,572 

4,593 

4,614 

_4,636_ ' 

4,657 

_4,679 

4,701 

4,723_ 

4,745 

4,767 ... 

4,789 

4,812 

4,834 

4,857 

4,879 

4,902 

4,925 

21 

_94,893' 

95,335 

95,780 

96,227 

96,676 

-97,127 

97,580 

98,035 

98,493 

98,952 

- ___ 99,414_ 

99,878 

100,344 _ 

31 

73,275 

73,616 

73,960 

74,305 

74,652 

75,000 

,75,350 

75,701 

76,055 

76,409 

76,7_66_ 

77.124 

-77,484 

- 10~,8~2 77.845 

-- _10~ ,282 .. _ __.78,209,_ 

--- 101.755-

' '~02,229 __ -_-

__ 102,706 

.103,186 

103,667 

104,151 

104,637 

105,125 

105,615 

_106,~_08 

106,603 

107,100' 

107,600 

,108,102 

108,606 

109,113 

109,622_ 

110,134 

78,573 __ 

,78,940,_, 

79,308 

79,678 

"80,050 

80,424 

80,799 

81,176 

81,554 

81,935 

82,317 

82,701' 

83,087 

_83,475 

83,864 

84,255 

84,649 __ 

85,043 

32 

22,434, 

22,539 

22,644 

22,750 

22,856 

22,962 

23,069 

23,177 

23,285 

23,394 

___ 23,503-

23,613 

23,723,_ 

--23,834-

23,945_ 

_____ 24,056 __ 

24,1.69 

- 24,281 

24,395 

24,509 

24,623 

24,738 

24,853 

24,969 

25,086 

25,203 

25,320, 

25,438 

25,557 

25,676 

25,796 

_25,916 

26,037 

41 

83 .. 

83 

B4 

84 

_85_ 

85 

.86 

87 

87 

88 

88 

89 

90 

90 

_9)_,, 

92 

'_,92 

93 

94 

94 

95 

96 

96 

97 

98 

98 

99 

100 

1_00·, 

101 

102 

42 

43 

43 

44 

44 

44 

45 

45 

45 

46 

46 

46 

47 

47-

47 

--· _,48 ... 

- 48-

48 

49 

49 

49 

50. 

50 

50 

51 

51 

51 

52 

52 

53. 

53 

53 

54 

54 

Source Types 

43 

560 

564 

568 

572 

576 

580 

584 

588 

592 

597 

601 

605 

- _609 

613 

----- __ 6_1_8 __ " 

51 

22 

22 

22 

22 

23 

23 

23 

23 

23 

23 

_24_ 

24 

24 

24 

.24 

622-- - -----------24_ __ _ 

626 25_ 

631 

635 

640 

644 

649 

653 

658 

662 

667 

672 

677 

681 

686 

691 

696 

701 

25. 

25 

25 

25 

25 

26 

26 

26 

26 

.26 

27 

27. 

27 

27 

27 

52 

1,503 

1,513 

1,524 

1,535 

1,545 

1,556 

1,567 

1,578 

1,589 

1,600 

1 __ ,612 __ __ 

1,623 

_ ,1,_634 __ 

- 1,646 

1_,_65?: __ _ 

__ 1,669 

1,681 

__ 1,692 

1,704 

1,716 

1,728 

1,741 

1,753 

1,765 

1,777 

1,790 

1_,802 

1,815 

1,828 

1,841 

1,854 

1,867 

53 

193 

194 

' 196 

197 

199 

200 

201 

203 

204 

206 

_207_ 

209 

____ 210 

212 

218 

219 

221 

222 

224 

225 

227 

228 

230 

232 

233 

235 

237 

238 

240 

54 

348 

350 

352 

355 

357 

360 

352 

365 

368 

370 

373 

375 

;37,8 _ 

__ 39_1 

394 

397 

400 

402 

405 

408 

-4~1 

414 

417 

420 

423 

426 

429 

61 

2,210 

2.225 

2.2~1 

2,257 

2,272 

2,288 

2,304 

2.321 

2.337 

2.353 

2,370 

2,386 

2,403 

2.420 

62 

2,644 

2,662 

2,681 

2,700 

2,7,19 

2,738 

2,757 

,2.776 

2,796 

2,815 

2,835 

2,855 

_2,875 

2,895 

2,9,15 

---- 2,_93_6 __ _ 

___ 2,957_ 

____ 2,489 ------- ---- 2,97_7_ 

2,506 2,998' 

2,524_ 3,019 

2,541 3,040 

2,559 

z.sn 

2,595' 

2,614 __ 

2,632 

2,650 

2,669 

2,688 

2,707 

2,726 

2,745 __ _ 

2,764 

3,062 

3,083 

3,105 

_3,127 

3,149 

_3,17~ 

3,193 

'3,21_5 

3,238 

3,261 

3,284 

3,307 

Source; Quality assured vehicle registra~on data for the combined Vanderburgh County and Warrick County area for source types 21, 32, and 32, MOVES2010a default m11eage accumulation rates for an other source types. Population groVI/I:h factors are taken from local 

socioeconomic data forecasts. 
Appendix D 

Vanderburgh and Warrick Counties Meteorological Data: 

Ozone PM2.5 

monthiD zoneiD HouriD temperature reiHumidity monthiD zoneiD HouriD temperature reiHumiditv 

7 181730 1 72.6 63.9 4 181730 1 49.9 100.0 

7 181730 2 71.3 66.6 4 181730 2 48.7 100.0 

7 181730 3 70.4 68.8 4 181730 3 47.7 100.0 

7 181730 4 69.7 70.5 4 181730 4 47.0 100.0 

7 181730 5 69.1 71.8 4 181730 5 46.5 100.0 

7 181730 6 68.5 73.3 4 181730 6 45.8 100.0 

7 181730 7 68.0 74.6 4 181730 7 45.3 100.0 

7 181730 8 68.4 73.5 4 181730 8 45.7 100.0 

7 181730 9 71.1 67.2 4 181730 9 48.4 100.0 

7 181730 10 75.3 58.3 4 181730 10 52.7 97.4 

7 181730 11 79.6 50.6 4 181730 11 57.1 83.1 

7 181730 12 83.2 44.9 4 181730 12 60.8 72.7 

7 181730 13 86.5 40.5 4 181730 13 64.1 64.7 

7 181730 14 88.2 38.3 4 181730 14 65.9 60.8 

7 181730 15 88.8 37.6 4 181730 15 66.5 59.5 

7 181730 16 89.0 37.4 4 181730 16 66.7 59.1 

7 181730 17 88.6 37.9 4 181730 17 66.3 60.0 

7 181730 18 87.3 39.4 4 181730 18 65.0 62.7 

7 181730 19 85.2 42.1 4 181730 19 62.9 67.6 

7 181730 20 82.5 45.9 4 181730 20 60.1 74.5 

7 181730 21 79.8 50.2 4 181730 21 57.3 82.3 

7 181730 22 77.5 54.2 4 181730 22 54.9 89.8 

7 181730 23 75.8 57.3 4 181730 23 53.2 95.5 

7 181730 24 74.1 60.6 4 181730 24 51.5 100.0 

Source: Mobile 6.2 reported meteorological data from Request for Redesignation and Maintenance Plan for Ozone Attainment in the 8-hour Ozone Basic 

Nonattainment Area" Appendix D, developed by Indiana Department of Environmental Management in June 2, 2005 and the draft Request for Redesignation and 

Maintenance Plan under the Annual National Ambient Air Quality Standard for Fine Particles, Appendix F, developed by the Indiana Department of Environmental 

Management in January, 2011 converted using EPA data converter. 
Appendix E 

Indiana Default VMT Distributions by Vehicle Type and Road Type: 

Road Light Duty Single Unit Combination 

Type Motorcycle Passenger Car Truck Bus Truck Truck 

2 0.007033832 0.506408086 0.163786651 0.004174166 0.007773053 0.310824213 

3 0.001733929 0.659751199 0.225767175 0.000793168 0.010963315 0.100991214 

4 0.003973041 0.56995337 4 0.254198647 0.002831718 0.009082816 0.159960404 

5 0.002785022 0.702754695 0.245240087 0.001402085 0.009764356 0.038053756 

Source: Statewide averages developed from Indiana Department of Transportation traffic count data. 
Appendix F 

Indiana Default Hourly Distribution Factors for Road Type 2- Rural Restricted Access: 

Source Types 

Hour 11 21 31 32 41 42 43 51 52 53 54 61 62 

1 0.0125903247 0.01012~9844 0.0084967341 0.0084967341 0.0254913340 0.0254913340 0.0254913340 0.0126607789 0.0126607789' 0.0126607789 0.0126607789 0.0197906895 0.0197906895 

2 0.0104070951 0.0069241973 0.0066421955 0.0066421955 0.0269500431 0.0269500431 0.0269500431 0.0114617645 O.D114617645 0.0114617645 0.0114617645 0.0212124099 0.0212124099 

3 0.0098043179 0.0056567534 '0.0061275627 0.0061275627 0.0231103443 0.0231103443 0.0231103443 0.0107741941 0.0107741941 0.0107}41941 0.0107741941 0.0201622890 0.0201622890 

4 0.0140329469 0.0069658232 0.0084286563 0.0084286563 0.0234460042 0.0234460042 0.0234460042 0.0128724692 0.0128724692 0.0128724692 0.0128724692 0.0213065902 0.0213065902 

5 0.0165212405 0.0100941552 0.0134026652 0,0134026652 0.0244090660 0.0244090660 0.0244090660 0,0174195788 0.0174195788 _0.0174195788 0.0174195788 0,0250478552 0.0250478552 

6 0.0312047458 0.0241732202 0.0316551315 0.0316551315 0.0322923692 0.0322923692 0.0322923692 0.0261005783 0.0261005783 0.0261005783 0.0261005783 0.0304976568 0.0304976568 

7 0.0399082603 0.0390974746 0.0481531313 0.048153131_3_ 0.0302344914 _0.030234491:4_ 0.0302344914 0.0420450985 0.0420450985 . 0.0420450985 0.0420450985 0.0339947725 0.0339947725 

8 0.0482864956 0.0528758381 0.0535145983 0.0535145983 0.0386071681 0.0386071681 0.0386071681 0.0556119122 0.0556119122 0.0556119122 0.0556119122 0.0383~35322 0.0383435322 

9 0.0472316355 0.04931 0~459 . 0.0541442978 ·0.0541442978, . 0.0454144773_ 0.0454144773 0.0454144773 0.0647383083 0.0647383083 0.0647383083 0.0647383083 0.0447350945 0.0447350945 

10 0.0521292001 0.0488627065 0.05~0682?51 0.0570682751 0.0533197396 0.0533197396 0.0533197396 0.0711110358 0.0711110358 0.0711110358 0.0711110358 0.0517738130 0.0517738130 

11 0.0559204481 0.0513700269 0.0575854739 0.0575854739 0.0576707709 o:o5767077o9 0.0576707709 0.0730230234 0.0730230234 0.0730230234 0.0730230234 0.0557712484 0.0557712484 

12 0.0572822100 0.0533048469 0.0582753930 0.0582753930 0.0549541212 0.0549541212 0.0549541212 0.0731872952 0.0731872952 0.0731872952 0.0731872952 0.0571435296 0.0571435296 

13 0.0592008057 0.0551588141 0.0599414146 0.0599414146 0.0541541840 0.0541541840 0.0541541840 0.0739324454 0.0739324454 0.0739324454 0.0739324454 0.0567014536 0.0567014536 

14 0.0615145144 0.0595500442 0.0635019874 0.0635019874 0.0570747392 0.0570747392 0.0570747392 0.0746488056 0.0746488056 0.0746488056 0.0746488056 0.0567500887 0.0567500887 

15 0.0647783324 0.0662712693 0.0683897966 0.0683897966 0.0551925339 0.0551925339 0.0551925339 0.0704234655 0.0704234655 0.0704234655 0.0704234655 0.0578234055 0.0578234055 

16 0.0713500739 0.0764876319 0.0772110428 0.0772110428 0.0551956709 0.0551956709 0.0551956709 0.0628601912 0.0828801912 0.0628601912 0.0628601912 0.0577540296 0.0577540296 

17 0.0754978425 0.0847160034 0.0792545794 ~ 0.0792545794 0.0557979766 0.0557979766 9.0557979766 0.05347_12990 ___ _0.0534712990 0.0534712990 0.0534712990 0.0562910814 0.0562910814 

18 0.0693763461 0.0821220539 0.0693254052 0.0693254052 0.0501011685 0.0501011685 0.0501011685 0.0436895095 0.0436895095 0.0436895095 0.0436895095 0.0527021980 0.0527021980 

19 ....... 0.0542187052 0.0620082513 0.0521045300 0.0521045300 0.0459665909 ' 0.0459665909 0.0459665909 0.0363413126 - _0.03834,13126 0.0363413126 0.0363413126 .. 0.05022_15100 0,0502215100' 

20 0.0432143461 0.0459015588 0.0390794599 0.0390794599 0.0462959768 0.0462959768 0.0462959768 0.0312048570 0.0312048570 0.0312048570 0.0312048570 0.0467116534 0.0467116534 

21 ... 0.0358137860 0.0372595462 _0,0311015284 0.0311015284 0.0418602483 0.0418802463 0.0418602463 0.0261242877 0.0261242877 0.0261242877 0.0261242877, 0.0421311043 0.04213_1_10_43 __ 

22 0.0294294934 0.0312744978 0.0249803003 0.0249803003 0.0366496745 0.0366496745 0.0366496745 0.0215822587 0.0215822587 0.0215822587 0.0215822587 0.0381387483 0.0381387483 

23 0. 0223450238 0.0235734666 0.0182964081 0.0182964081 o;o347517842 0.0347517842 0.0347517842 0.0189759266 0.0189759266 0,0189759266 0.0189759266 0.0342326572 0.0342326572 

24 0.0179418099 0.0169198902 0.0133194323 0.0133194323 0.0310595247 0.0310595247 0.0310595247 0.0157396039 0.0157396039 0.0157396039 0.0157396039 0.0307625891 0.0307625891 

Source: Statewide averages developed from Indiana Department of Transportation traffic count data. 
Indiana Default Hourlv Distribution Factors for Road Tvoe 3- Rural Unrestricted Access: 

Source Types 

Hour 11 21 31 32 41 42 43 51 52 53 54 61 62 

1 0.0040299464 0.0073183989 0.0054636028 0.0054636028 0.0036998387 0.0036998387 0.0036998387: ~ 0,0043986387 0.0043986387 0.0043986387 0.0043986387 0.0164160879 0.0164160879 

2 0.0040299464 0.0041131835 0,0034619242 0.0034619242 0.0045536477 0.0045536477 0.0045536477 0.0041872686 0.0041872686 0.0041872686 0.0041872686 0.0167510731 0.0167510731 

3 0.0041817017 0.0032797517 0.0030691885 0.0030691885 0.0046485153 0.0046485153 0.0046485153 0.0073497934 0.0073497934 0.0073497934 0.0073497934 0.0165479051 0.0165479051 

4 0.0053114356 0.0057247729 0.0048082254 0.0048082254 0.0039844417 0.0039844417 0.0039844417 0.0084039684 0.0084039684 0.0084039684 0.0084039684 0.0195836328 0.0195836328 

5 0.0140963815 0.0151258840 0.0143177758 0.0143177758 0.0082534864 0.0082534864 0.0082534864 0.0153176438 0.0153176438 0.0153176438 0.0153176438 0.0258467673 0.025846?:673 

6 0.0292719118 0.0316782840 0.0354335195 0.0354335195 0.0293141068 0.0293141068 0.0293141068 0.0299744215 0.0299744215 0.0299744215 0.0299744215 0.0344245647 0.0344245647 

7 0.0397598894 0.0468485516 0.0516314034 0.0516314034 0.0496157860 0.0496157860 0.0496157860 0.0557776279 0.0557776279 0.0557776279 0.0557776279 0.0440469233 0.0440469233 

8 0.0448183995 0.0633910409 0.0636260878 0.0636260878 0.0768428043 0.0768428043 0.0768428043 0.0778885464 0.0778885464 0.0778885464 0.0778885464 0.0512793380 0.0512793380_ 

9 0.0370114322 0.0460357746 0.0558633273 0.0558633273 0.1049236315 0.1049236315 ~ 0.1049236315 0.0853025536 0.0853025536 0.0853025536 0.0853025536 0.0568238265 0.0568238265 

10 0.0416989849 0.0427840868 0.0547852386 0.0547852386 0.1065363817 0.1065363817 0.1065363817 0.0879727734 .. 0.0_8~9?27?34. 0.0_879727?34 0.0879727734 0.0599756501 0.0599756501 

11 . 0,050939196?: 0.0444183487 0.0568454275 0.0568454275 0.1186794422 .0.1186794422 '0.1186794422 0.0886336394 0.0886336394 0.0886336394 .0.0886336394 0.0633505956 0.0633505956 

,)2 0.0563855259 0.05_12966366 __ 0.0618918527 __ 0.0618918527 0.1154539418 0.1154539418 0.1154539418 0.0859045570 0.0859045570 0.0859045570 0.0859045570 0.0635864154 0.0635864154 

13 0.0638721209 0.0537246907 0.0610818211 0.0610818211 0.0999905132 0.0999905132 0.0999905132 0.0858537212 0.0858537212 0.085S537212 0.0858537212 0.0644099711_ 0.0644099711 

14 0.0708697265 0.0545001954 0.0632013074 0.0632013074 0.0864244379 0.0864244379 0.0864244379 0.0852196109 0.0852196109 0.0852196109 0.0852196109 0.0637040231 0.0637040231 •· 

15 O.On4626513 0.0656899700 0.0681384267. 0.0681384267_- 0.0592922873 0.0592922873_ 0.0592922873 0.0774551039 0.0774551039 0.0774551039 o:o774551039 0.06096579:13 0.0609657913 

16 0.0849155229 0.0775959037 0.0765115831 0.0765115831 0.0295038421 0.0295038421 0.0295038421 0.0663381066 0.0663381066 0.0663381066 0.0663381066 0.0570058311 0.0570058311 

17 0.0916096179 0.0871890696 0.0796014405 0.0796014405 0.0317806660 0.0317806660 0.0317806660 0.04335227:64 0.0433522764 0.0433522764 0.0433522764 0.0517440242 0.0517440242 

18 0.0855899909 0.0856725476 0.0737419189 0.0737419189 0.0184043260 0.0184043260 0.0184043260 0.0290727541 0.0290727541 0.0290727541 0.0290727541 0.0467760851 0.0467760851 

19 .. 0.06S5259502 0.0656330958 ~ _0.054-527275~ 0.0545272751 .0.0\20461928 0.0120481928 0.0120481928 0.0187744815 o.o18n44815 0.0187744815 0.0187744815 0.0413186686 0.04:1_31_8668_6_ ... 20 ...... 0.0503658989 0.0457301992 0.0390975413 0.0390975413 0.0118584575 0.0118584575 0.0118584575 0.0129711680 0.0129711680 0.0129711680 0.0129711680 0.0364127078 0.0364127078 21 ____ .. 0.0353421239 0.0400621944 0.0294058171 0.0294058171 0.0096765013 0.0096765013 0.0096765013 0.01,06166656 __ 0.0106~66656 0.0106166656 0.0106166656 0.0318882915 0.03,1,88829~5. .. 22 ...... 0.0217853168 0.0289018238 0.0218457686 0.0218457686 0.0061663979 0.0061663979 0.0061663979 0.0079972816 0.0079972816 0.0079972816 0.0079972816 0.0290264055 0.0290264055 

23 . ······ ... 0.01,1_9380838 N 0.0205028665 ~ 0.0136731866 ,-0.0136'7:31866 ~- 0.0048382506 0.0048382506 0.0048382506 0.0061564888. 0.0061564888 0.0061564888 0.0061564888 :o-.6255574344: _6.0255sr4244 .'. 

24 0.0061882440 0.0127827290 0.0079763402 0.0079763402 0.0035101034 0.0035101034 0.0035101034 0.0050809093 0.0050809093 0.0050809093 0.0050809093 0.0225579868 0.0225579868 

Source: Statewide averages developed from Indiana Department of Transportation traffic count data. 
Indiana Default Hourlv Distribution Factors for Road Tvoe 4 -Urban Restricted Access: 

Source Types 

Hour 11 21 31 32 41 42 43 51 52 53 54 61 62 

1 0.0114838630 0.0104500369 0.0090397680 0.0090397680 0.0186488577 0.0186488577 0.0186488577 0.0090968023 0.0090968023 0.0090968023 0.0090968023 0.0194173119 0.01941(3119' 

2 0.0071800855 0.0062500477 0.0056304309 0.0056304309 0.0163411464 0.0163411464 0.0163411464 0.0080102618 0.0080102618 0.0080102618 0.0080102618 0.0198708197 0.0198708197 

3 0.0063691205 0.0049689741 0.0046493622 0.0046493622 0.0157775876 O.Q157775876 0.0157775876 0.0078361983 0.0078361983 0.0078361983 0.0078361983 0.0186489893 0.0186489893 

4 0.0073777516 0.0058427101 0.0058801326 0.0058801326 0.0161766037 0.0161766037 0.0161766037 0.0086827231 0.0086827231 0.0086827231 0.0086827231 0.0198231326 0.0198231326 

5 0.0108139353 0.0098545059 0. 01 08999000 0.010899QOOO 0.0221330492 0.0221330492 0.0221_33~92 0.0117453229 0.0117453229 0.0117453229 0.0117453229 0.0232515449 0.0232515449 

6 0.0235457656 0.0231603609 0.0263517526 0.0263517526 0.0299755654 0.0299755654 0.0299755654 0.0204013312 0.0204013312 0.0204013312 0.0204013312 0.0294638153 0.0294638153 

7 0.0461.7:47881 0.0495085217 0.0542414568 0.0542414568 0.0393812372 0.0393812372 0.0393812372 0.0435263184 0.0435263184 0.0435263184 0.0435263184. 0.0375553768 0.0375553768 

8 0.0567226756 0.0788353145 0.0674512195 0.0674512195 0.0503870867 0.0503870867 0.0503870867 0.0659533819 0.0659533819 0.0659533819 0.0659533819 0.0446175773 0.0446175773 

9 0.0493171440 0.0538279223 0.0614111771 0.0614111771 0.0589556475 0.0589556475 0.0589556475 0.0756333178 0.0756333178 0.0756333178 0.0756333178 0.0515843704 0.0515843704 

10 ........... 0.0406144957 0.0466481655 0.0536303211 0.0536303211 0.0581555587 0.0581555587 0.0581555587 0.0790728466 0.0790728466 0.0790728466 0.0790728466 0.0553194565 0.0553194565 

11 0.0415130748 0.0428102606 0.0512594850 0,0512594850 o:o616027281 0.0616027281 0.0616027281 0,0824723032 0.0824723032 0.0824(23032 0.0824723032 0.0583081277 0.0583081277 

12 0.0465166969 0.0452333632 0.0529793024 0.0529793024 0.0644246353 0.0644246353 0.0644246353 0.0820640679 0.0820640679 0.0820640679 0.0820640679 0.0589378233 0.0589378233 

13 0.0517959830 0.047848(216 0.0547982766 0.0547982766 0.0637644078 O.M37644078 0.0637644078 0.0808088903 0.0808088903 0.0808088903 0.0808088903 0.0575925555 0.0575925555 

14 0.0566713893 0.0502151226 0.0576880799 0.0576880799 0.0625591325 0.0625591325 0.0625591325 0.0811795580 0.0811795580 0.0811795580 0.0811795580 0.0571667797 0.0571667797 

15 0.0671882913 0,0580384620 0.0656779676 0.06567796(6 0,0619482678 0.0619482678 0.0619482678 0,0795090490 0.0795090490 0.0795090490 0.0795090490 0.057342967,4 0.0573429674 

16 0.0810035452 0.0715596945 0.0786905659 0.0786905659 0.0609466141 0.0609466141 0.0609466141 0.0727723312 0.0727723312 0.0727723312 0.0727723312 0.0567213465 0.0567213465 

17 0.0863864724 0.0838541123 0.082137.1575 0.0821371575 0,057'7256909 . 0.0577256909 0.0577256909 0.0563364761 0.0563364761 0.0563364761 0.0563364761 0.0551911545 0.0551911545 

18 0.0843264717 0.0874512168 0.0756929494 0.0756929494 0.0510164625 0.0510164625 0.0510164625 0.0371719560 0.0371719560 0.0371719560 0.0371719560 0.0531125437 0.0531125437 

19 0.0645951265 0.060436437:4 ' .. 0.0543673700 . 0.0543673700" O.Q4509_909_58. 0.0450990958 0.0450990958 0.0249336618 0.0249336618 0.0249336618 0.0249336618 Q.0'!87J99307, .. o;o~71_99307_ 

20 0.0469536991 0.0424749554 0.0373951308 0.0373951308 0.0384927066 0.0384927066 0.0384927066 0.0188134711 0.0188134711 0.0188134711 0.0188134711 0.0432101938 0.0432101938 .... 

21 0.0373781148 0.0353280630 0.029318142( 0.0293181427 0.0322318571 0.0322318571 0.032231857,1 ... 0.01.6244677,4 0.01624467'7~. 0.01.62446774 . '0.0162446774 0.03903~9248 0.0390319248 

22 0.0316564842 0.0313403787 0.0249971308 0.0249971308 0.0282046747 0.0282046747 0.0282046747 0.0142456600 0.0142456600 0.0142456600 0.0142456600 0.03551184_4:6 0.0355118446 

23 0.0245992722 .. 0.0251562568 0.02035055# 0.020350,5~ "' 0.02427004(5 0.0242700475. 0.0242700475 0.0124474209 0.0124474209 .0.01,24,474209 .. 0.012447,4209 .. .. 0.03177l1657. o.o31TI11657 .. 

24 0.0198157539 0.0189063955 0.0154623663 0.0154623663 0.0217813392 0.0217813392 0.0217813392 0.0110419727 0.0110419727 0.0110419727 0.0110419727 0.0278292477 0.0278292477 

Source: Statewide averages developed from Indiana Department of Transportation traffic count data. 
Indiana Default Hourlv DJstnbutton F actors for R oa dT voe5-11 r,an b u nrestncte dA ccess: 

Source Types 

Hour 11 21 31 32 41 42 43 51 52 53 54 61 62 

1 0.0092279794 0.0085268711 0.0060669694 0.0060669694 0.0126828270 0.0126828270 0.0126828270 0.0037158531 0.0037158531 0.0037158531 0.0037158531 0.0106396358 0.0106396358 

2 0.0055316691 0.0048527626 0.0037675180 0.0037675180 0.0099485186 0.0099485186 0.0099485186 0.0038117041 0.0038117041 0.0038117041 0.0038117041 0.0124309233 0.0124309233 

3 0.0047273286 0.0037895145 0.0033129405 0.0033129405 0.0069482800 0.0069482800 0.0069482800 0.0044165887 0.0044165887 0.0044165887 0.0044165887 0.0121505035 0.0121505035 

4 0.0047017359 0.0044201159 0.0042394230 0.0042394230 0.0113599945 0.0113599945 0.0113599945 0.0056282193 0.0056282193 0.0056282193 0.0056282193 0.0144699998 0.0144699998 

5 0.0081859928 0.0079416389 0.0087215410 0.008721S41.0 0.0153898606 0.0153898606 0.0153898606 0.0086545038 0.0086545038 0.0086545038 0.0086545038 0.0210508569 0.0210508569 

6 0.0225361588 0.0203863353 0.0238668712 0.0238668712 0.0256929528 0.0256929528 0.0256929528 0.0191822890 0.0191822890 0.0191822890 0.0191822890 0.0299165403 0.0299165403 ........ 

7 0.0435184779 0.0478282898 0.0541952158 0.0541952158 0.04483311:1( 0.0448331117 0.0448331117 O.OM8068371 "0.041806B371 0.0418068371 0.0418068371 0.0436775030 0.0436775030 

8 0.0602121997 0.0721456866 0.0675347974 0.0675347974 0.0691895946 0.0691895946 0.0691895946 0.0731482386 0.0731482386 0.0731482386 0.0731482386 0.0588846976 0.0588646976 

9 0.0556311148 0.0567013667 0.0643660182 0.0643660182 0.0747059425 0.0747059425 ... 0.0747059425 0.0880926125 ' 0.0880926125 0.0880926125 0.0880926125 0.0640862836 0.0640862836 

10 """" 0.0485821670 0.0466493163 0.0603283916 0.0603283916 0.0803995772 0.0803995772 0.0803995772 0.0921313810 0.0921313810 0.0921313810 0.0921313810 0.0680944168 0.0680944168 

11 0.0495985610 0.0468148434 0.0590657789 0.0590657789 0.0774061573 0.0774061573 0.0774061573 0.0943973720 0.0943973720 0.0943973720 0.0943973720 0.0703404942 0.0703404942 

12 0.0573056055 0.0516032787 0.0615645883 0.0615645883 0.0753332651 0.0753332651 0.0753332651 0.0911430924 0.0911430924 0.0911430924 0.0911430924 0.0698309800 0.0698309800 

13 0.0607752380 0.0555323143 0.0626732860 0.0626732860 0.0739763390 0.0739763390 0.0739763390 0.0895629476 0.0895629476 0.0895629476 0.0895629476 o:o685413889 0.0685413889 

14 0.0609214817 0.0562211160 0.0629887267 0.0629887267 0.0779993863 0.0779993863 0.0779993863 0.0912650000 0.0912650000 0.0912650000 0.0912650000 0.0671175363 0.0671175363 

15 0.0649907135 0.0607579027 0.0667909366 0.0667909366 0.0761037810 0.0761037810 0.0761037810 0.0905726397 0.0905726397 0.0905726397 0.0905726397 0.0651260461 0.0651260461 

16 0.0724418316 0.0715477952 0.0751790074 0.0751790074 0.0728035185 0.0728035185 0.0728035185 0.0775387708 0.0775387708 0.0775387708 0.0775387708 0.0605241028 0.0605241028 

17 0.07_73519648 0.0803647101 0.0757034489 0.0757034489 0.0526405510 0.0526405510 0.0526405510 0.0464337395 0.0464337395 0.0464337395 0.0464337395 0.0557685235 0.0557685235 

18 0.0770777578 0.0832250581 0.0684911688 0.0684911688 0.0347686748 0.0347686748 0.0347!386748 0.0260342365 0.0260342365 0.0260342365 0.0260342365 0.0506461891 0.0506461891 

19 0.0635977420 0.0637849687 0.0526386278 0.0526386278 0.0285090860 0.0285090860 0.0285090860 0.0173341336 0.0173341336 0.0173341336 0.0173341336 0.0402747366 0.0402747366 

20 0.0483079600 0.0462284324 0.0372839274 0.0372839274 0.0220585728 0.0220585728 0.0220585728 0.0112536468 0.0112536468 0.0112536468 0.0112536468 0.0310667712 0.0310667712 

21 0.0383158572 0.0386568197 0.0292289942 0.0292289942 0.0174082029 0.0174082029 .. 0.0174082029 0.0076615624 0.0076615624 ' 0.0076615624 0.0076615624 0.0268533367 0.0268533367 

22 0.0305027859 0.0325107827 0.0236169348 0.0236169348 0.0137124544 0.0137124544 0.0137124544 0.0062358957 0.0062358957 0.0062358957 0.0062358957_ 0.0231915644 0.0231915644 

23 0.0214502991 0.02360~7051 0,0170601049' 0.0170601049 0.0139442910 0.0139442910 0.0139442910 0.0053276381 0.0053276381 N 0.0053276381 0.0053276381 0.0193751364' 0.0193751364 

24 0.0145073780 0.0159083752 0.0113147831 0.0113147831 0.0121850602 0.0121850602 0.0121850602 0.0046510979 0.0046510979 0.0046510979 0.0046510979 0.0159618330 0.0159618330 

Source: Statewide averages developed from Indiana Department of Transportation traffic count data. 
Appendix G 

Indiana Default Dailv Distribution Factors: 

dayiD 

monthiD 2 5 

1 0.2325411725 0. 767 4588275 

2 0.2380547378 0.7619452622 

3 0.2393402049 0.7606597951 

4 0.2396052454 0. 7603947546 

5 0.2484757701 0.7515242299 

6 0.24897 43665 0.7510256335 

7 0.2481153021 0.7518846979 

8 0.2527028648 0.7472971352 

9 0.2496078420 0.7503921580 

10 0.2462808693 0. 7537191307 

11 0.24397 42406 0. 7560257594 

12 0.2258784720 0. 77 41215280 

Source: Statewide averages developed from Indiana Department of Transportation traffic count data. 
Appendix H 

Indiana Default Monthly Distribution Factors: 

monthiD monthVMTFraction 

1 0.0733424010 

2 0.0693661929 

3 0.0827036024 

4 0.0831789580 

5 0.0891346903 

6 0.0888150873 

7 0.0907968617 

8 0.0918542094 

9 0.0854175366 

10 0.0875162272 

11 0.0812354405 

12 0.0766387926 

Source: Statewide averages developed from Indiana Department of Transportation traffic count data. 
Appendix I 

Vanderbur.qh and Warrick Counties Ramp Fractions: 

Ramp 

Road Type Fraction 

2 

4 

2% 

13% 

Source: Analysis of VHT from the Evansville MPO travel demand model. 
Appendix B 

Vanderburgh and WarrickCounties, 

Indiana, Maintenance Area 

Interagency Consultation Group 

Meeting Minutes/Summary 
This page left intentionally blank 
Interagency Consultation Group (ICG) Confe1·ence Call Minutes 

For the MOBILE6.2 to MOVES MVEB Replacement Update 

Related to the Vanderburgh and Warrick Counties, Indiana, Maintenance Area under 

the 1997 8-Hour Ozone Standard 

ICG Conference Call Date and Time 

• February 13,2013 at lpm Eastern 

ICG Attendees 

• Shawn Seals (IDEM), Anthony Maietta (EPA),Greg Kalter (INDOT), LatTy Heil 

(FHW A), Ron Hinsenkamp (WCIEDD), Dan White (WCIEDD), Seyed 

Shokouhzadeh (EMPO), and Vishu Lingala (EMPO) 

ICG Discussion Topics and Conclusions 

I. For the Ozone MVEB Replacement submittal, various mobile source margins of 

safety were discussed. 

A. After discussion, the consensus of the ICG was that as long as the a 15% 

mobile source margin of safety for VOC and NO, emissions does not result in 

an exceedance of the all sources margins of safety, it was reasonable and 

appropriate for inclusion in MVEB replacement submittal. 

2. For the PM2.s MVEB Replacement submittal, various mobile source margins of 

safety were discussed. 

A. After discussion, the consensus of the ICG was that as long as the a 15% 

mobile source margin of safety for NOx and PM2_5 emissions does not result in 

an exceedance of the all sources margins of safety, it was reasonable and 

appropriate for inclusion in MVEB replacement submittal. 

B-1