MEMORANDUM - The University of Kansas€¦ · MEMORANDUM To: Lisa Koch, Kansas Department of...

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MEMORANDUM

To: LisaKoch,KansasDepartmentofTransportationFrom: NicholasPappas,UniversityofKansasTransportationCenterDate: April9,2009Re: RegionalZonalAnalysisforPilotAreasUsingthefourpilotcitiesforthisanalysis—GardenCity,Hays,Hutchinson,andSalina—aseriesofmapsdepictingaggregatetripattractionswithineachzoneandsignificantlocationsbetweenzonesareincludedinthisdocument.Tripattractionsinclude:acitypopulationgreaterthan5,000;thepresenceofaVAoutpatientclinic,cardiaccenter,oncologycenter,dialysiscenter,disabilityrehabilitationcenter,socialservicescenter,veteranemploymentcenter,pharmacy,andgeneralemploymentcenter;andwhetherthereisapresenceofaninstitutionforhigherlearning.Inaddition,allmapsincludearoadwayflowoverlayofJourney‐to‐Workcounty‐leveldatathatiscalculatedfromthecentroidofeachcounty.TheroadwayflowmapwascreatedinTransCAD,primarilyusingJourney‐to‐WorkdatafromtheU.S.Census(2000figures),anationalhighwayshapefileprovidedbytheU.S.DepartmentofTransportation,andhighwayclassificationaveragesfromNCHRPReport365.Itisimportanttonotethatproductionsandattractionsareassumedtostartandendateachcounty’scentroid,notthepopulationcenter.Outputfiguresdepicttotalflowinbothdirectionsperday.Theboundariesforeachzonewerecalculatedbycreatingmidpointthresholddistancesbetweenthelocationsofeachattraction,assumingthatpeoplewithinthosedistanceswouldtraveltothetripattraction’snearestrespectivelocation.Thistechniquecanbeaccomplishedusingtwoproximitytoolscalled“ThiessenPolygons”1and“GenerateNearTable”2inaGISprogram.Afterseveralothertechniqueswereperformed,alltripattractionswereweightedwithrespecttotheirimportanceandcombined.Preferencewasgiventovariablesinthefollowingorder:citieswithapopulationof5,000ormoreandthepresenceofaninstitutionofhigherlearning,thentohealthcenters,thentosocialservicescenters,thentoemploymentcenters.Thefinaloutputmapsshowzonalintensityasitpertainstotripattractions,withZone1beingthemostintenseandZone4beingtheleastintense.Countieswithinthesezonesweretabulatedifoneormoreofthezonesoccupiedmorethanhalfthecounty.Thespecificzoneassignedtoeachcountywasdeterminedbychoosingthezonewiththemostpresenceinthatcounty.Forexample,althoughtherearemanycountiesinSalina

1AThiessenPolygonisapolygonwhoseboundariesdefinetheareathatisclosesttoeachpoint(i.e.,acity)relativetoallotherpoints.Thiessenpolygonsaregeneratedfromasetofpoints;theyaremathematicallydefinedbytheperpendicularbisectorsofthelinesbetweenallpoints.2The“GenerateNearTable”toolisusedtodeterminethedistancefromeachpointtospecificallydefinedpointsanddisplaytheresultsinatable.

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thatarepartlycomposedofZone2orZone4,eitherZone1orZone3hadmorepresence,and,therefore,wereassignedtothatcounty.Ultimately,countiesthathaverelativelyfewservicesthemselveswilllikelyobtaintheseservicesfromSalina.Additionally,amapshowingpopulationdensitypercounty(weightedforruralsettings)isalsoincluded.Followingeachpilotcityzonalanalysisisazonalinteractionmap,depictingserviceareaoverlaysfromadjacentpilotcitiesoradjoininglocations.Summarytablesofcountieswithineachregionareprovidedforeachsignificantlocation.AllpopulationfiguresandridershipcharacteristicdatawereobtainedfromtheU.S.Census.Withtheexceptionofdisabledpopulationdata,whichisderivedfrom2000data,allotherinformationisderivedfrom2007estimates.

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TableofContents

PageI. WeightedPopulationDensity………………………………………………………………… 4

II. Journey‐to‐WorkTrafficAnalysis…………………………………………………………… 5

III. ZonalAnalyses

a. DodgeCityZonalAnalysis…………………………………..……………………… 9

b. GardenCityZonalAnalysis……………………………………..……………….... 12

c. GreatBendZonalAnalysis………………………………………..……………….. 15

d. HaysZonalAnalysis……………………………………………………………………. 18

e. HutchinsonZonalAnalysis…………………………………………………………. 22

f. LiberalZonalAnalysis……………………………………….………………………… 25

g. McPhersonZonalAnalysis……………………….…………………………………. 28

h. SalinaZonalAnalysis……………………………….………………………………….. 31

i. WichitaZonalAnalysis…………………….………………………………………….. 34

IV. InteractionAnalyses

a. GardenCityZonalInteractionAnalysis……………………………………….. 37

b. HaysZonalInteractionAnalysis………………………………………………….. 38

c. HutchinsonZonalInteractionAnalysis……………………………………….. 39

d. SalinaZonalInteractionAnalysis………………………………………………… 40

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Thismapshowsweightedpopulationdensitiesforeachcounty,placinganemphasisonthemoreruralcounties.2007county‐leveldatawereobtainedthroughtheU.S.Census.

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Journey‐to‐Workinter‐countytrafficflowsdisplaycounty‐leveldataobtainedfromthe2000U.S.Census.Duetothelimitationsofthedata,countycentroidshadtobedefinedinordertoaccuratelydisplaytheaggregatecountydataandavoidbiasinassumingthatapopulationcenternecessarilycontainsthemajorityofthetrips.Asaresult,themapshouldbereadassumingthatthepopulationcenterofthecountyisalsothecentroidofthecounty.Additionaldataisneeded—eitheratthetractlevelorblockgrouplevel—toestablishamoreaccuraterepresentationoftrafficflows.

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GardenCityZonalAnalysis

ThefollowingtwopagesdescribeGardenCity’sdemographiccharacteristicsaswellastabulatethetripattractionsthatmakethepilotcityacenterofactivitytothosecountiesthatlacksuchattractions.The“LackofAttractions”tableorganizescountiesbytheirzonalintensity,ascanbeviewedonthemapthatfollows.An“X”indicatesalackofattractionforthatcounty,therebymakingthatcountyreliantonGardenCityforthatparticularservice.

PopulationCharacteristics

COUNTY 2007 Pop Pop %Pop Housing %Poverty %Unemp. Pop %Pop

Pop Den 65+ 65+Renter

Occupied Minority Minority

Cheyenne 2,901 3 750 26 285 8 3 86 3

Clark 2,240 2 511 23 212 11 3 121 5

Finney 38,728 30 3,116 8 4,325 11 5 11,479 30

Ford 34,237 31 3,458 10 3,927 10 5 10,283 30

Grant 7,394 13 773 10 655 8 5 1,851 25

Gray 5,790 7 738 13 547 6 3 561 10

Greeley 1,290 2 245 19 133 9 2 93 7

Hamilton 2,566 3 454 18 298 11 2 607 24

Haskell 4,217 7 470 11 394 9 3 726 17

Hodgeman 2,100 2 392 19 176 10 1 65 3

Kearny 4,506 5 516 11 407 9 3 945 21

Lane 1,835 3 400 22 179 6 2 43 2

Logan 2,736 3 594 22 264 5 4 89 3

Meade 4,627 5 785 17 434 7 3 492 11

Morton 3,124 4 499 16 334 8 4 372 12

Scott 4,465 6 639 14 465 4 2 263 6

Seward 23,410 37 2,072 9 2,678 14 5 9,189 39

Sherman 6,027 6 1,156 19 770 11 3 367 6

Stanton 2,154 3 317 15 247 12 3 422 20

Stevens 5,410 7 702 13 473 8 4 1,087 20

Thomas 7,448 7 1,189 16 922 8 6 261 4

Wallace 1,536 2 289 19 136 11 2 103 7

Wichita 2,236 3 369 17 226 11 3 355 16

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GardenCityZonalAnalysis

PopulationCharacteristics(continued)

COUNTY Pop %Pop Total%

Households %Households%

Workforce%

Workforce Pop>16%Pop>

16

Hispanic Hispanic Householdswith1Vehicle

withNoVehicle

Walk‐to‐Work Carpool Disabled Disabled

Cheyenne 137 5 1,601 25 4 5 10 517 18

Clark 124 6 1,113 26 3 6 11 318 14

Finney 16,139 42 13,662 30 5 2 19 7,344 19

Ford 16,450 48 12,046 30 6 2 18 5,970 17

Grant 2,833 38 3,025 28 4 1 15 1,111 15

Gray 775 13 2,225 26 2 4 11 724 13

Greeley 157 12 688 22 2 8 13 285 22

Hamilton 708 28 1,207 27 4 5 15 596 23

Haskell 1,175 28 1,642 26 4 5 11 622 15

Hodgeman 81 4 970 21 4 4 10 296 14

Kearny 1,267 28 1,689 24 3 3 13 674 15

Lane 41 2 987 19 4 6 9 235 13

Logan 56 2 1,391 26 3 6 7 480 18

Meade 635 14 1,974 26 3 3 12 599 13

Morton 441 14 1,500 23 2 4 14 598 19

Scott 400 9 2,230 22 4 3 11 639 14

Seward 12,185 52 8,121 35 6 1 21 3,993 17

Sherman 508 8 3,143 23 3 3 8 1,104 18

Stanton 666 31 989 24 3 6 18 320 15

Stevens 1,420 26 2,279 27 3 3 10 754 14

Thomas 172 2 3,500 25 4 3 7 1,236 17

Wallace 98 6 772 17 2 8 8 145 9

Wichita 479 21 1,096 23 2 3 10 445 20

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GardenCityZonalAnalysis

LackofAttractionsbyZone

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TheGardenCityzonalmapdisplaystwolevelsofdata:tripattractiondatacodedintozonalintensities(theblueshadedpolygons)andJourney‐to‐Worktrafficflowsthatstandapartfromthetripattractiondata.Therefore,thetwolevelsofdatashouldbereadseparately.Areasofgreaterzonalintensities(darkblueareas)depictregionsinwhichresidentswillbemoreinclinedtoobtainservicesfromthepilotcitysincethecitycontainsthemajorityofservicesoftensought.Areasoflowerzonalintensities(lightblueareas)depictregionsinwhichresidentswillbeinclinedtoobtainsomeservices,butnotall.Giventheoption,residentsintheseregionsmaydecidetoobtainsomeserviceselsewhereduetocloserproximitytothoselocations.Often,servicesrequiredfromthepilotcityintheselightbluezonesarespecializedservices(i.e.,cardiaccenters,educationalinstitutions,orsocialservicescenters)asopposedtodailyservices(i.e.,pharmacies,stores,etc.).ForGardenCity,onlyKearneyCountyhasthemajorityofitsrespectiveareafallingintothehighestzonalintensityasidefromFinneyCountyitself.Additionally,trafficflowsindicaterelativelystronginteractionbetweenKearneyandHamiltoncounties.SinceHamiltonCountyexhibitsstrongtrafficflowsdespiteitsrelativelylowzonalintensity,furtherinvestigationofHamiltonCountyisrecommended.

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TheGardenCityzonalinteractionmapdisplaysslightlydifferentinformationfromthepreviouszonalmap.Whiletrafficflowdataremainsthesame,thegrayzonesdepictregionsinwhichthereexistsaninteractionbetweenthepilotareasandanothersizeablecity.Thedarkbluezones(missing)depictregionsinwhichthereexistsnointeractionbetweenGardenCityandanothersizeablecity.ThisindicatesthatregionsinthedarkbluezonesarereliantonGardenCitymorethananyotherregionintheanalysisareabyvirtueoftherebeingnootherchoice.Fromthismap,wecanconcludethatthereisinteractionbetweenGardenCityandothercitiesthroughoutthefullextentoftheanalysisarea.

Overall,thecountiesinthisanalysisareacanbeorganizedintotwogroupsbasedontheirdependenceonGardenCityforservices,fromgreatestdependencetoleastdependence.ThosewiththegreatestdependencehavehighzonalintensitiesanddisplaystrongtrafficflowinteractionswithGardenCity—thisincludesKearnyCounty.ThosewiththelowestrelativedependencerelyonGardenCitytypicallyforspecializedservicesonlyanddonotdisplaystrongtrafficflowinteractions.InGardenCity’scase,thereisnocountythatreliesonthisanalysisareaalone.EvencountiesintheextremenorthhavesignificantinteractionwithHaysforservices.Therefore,itcanbeconcludedthattheonlycountywithsignificantdependenceonGardenCityisKearnyCounty.

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HaysZonalAnalysis

ThefollowingtwopagesdescribeHays’sdemographiccharacteristicsaswellastabulatethetripattractionsthatmakethepilotcityacenterofactivitytothosecountiesthatlacksuchattractions.The“LackofAttractions”tableorganizescountiesbytheirzonalintensity,ascanbeviewedonthemapthatfollows.An“X”indicatesalackofattractionforthatcounty,therebymakingthatcountyreliantonHaysforthatparticularservice.

PopulationCharacteristics

COUNTY 2007 Pop Pop %Pop Housing %Poverty %Unemp. Pop %Pop

Pop Den 65+ 65+Renter

Occupied Minority Minority

Barton 28,141 31 5,007 18 3,195 11 5 2,536 9

Cheyenne 2,901 3 750 26 285 8 3 86 3

Decatur 3,104 3 832 27 324 9 1 81 3

Edwards 3,270 5 660 20 308 8 3 363 11

Ellis 26,494 29 3,792 14 4,006 7 4 1,308 5

Gove 2,674 2 662 25 222 8 2 52 2

Graham 2,662 3 714 27 240 9 3 129 5

Hodgeman 2,100 2 392 19 176 10 1 65 3

Jewell 3,260 4 870 27 306 10 2 41 1

Lane 1,835 3 400 22 179 6 2 43 2

Lincoln 3,370 5 728 22 315 9 2 70 2

Logan 2,736 3 594 22 264 5 4 89 3

Mitchell 6,277 9 1,350 22 660 8 4 173 3

Norton 5,576 6 1,045 19 468 7 4 408 7

Osborne 3,957 4 1,012 26 369 7 4 63 2

Pawnee 6,664 9 1,209 18 640 7 13 633 9

Phillips 5,373 6 1,223 23 487 8 2 97 2

Rawlins 2,569 2 676 26 262 7 2 38 1

Rooks 5,289 6 1,138 22 513 7 4 157 3

Rush 3,367 5 811 24 265 7 3 65 2

Russell 6,724 8 1,605 24 724 9 4 174 3

Scott 4,465 6 639 14 465 4 2 263 6

Sheridan 2,549 3 553 22 186 12 1 41 2

Sherman 6,027 6 1,156 19 770 11 3 367 6

Smith 4,034 5 1,142 28 347 9 3 56 1

Thomas 7,448 7 1,189 16 922 8 6 261 4

Trego 2,982 3 738 25 252 11 2 74 2

Wallace 1,536 2 289 19 136 11 2 103 7

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HaysZonalAnalysis

PopulationCharacteristics(continued)

COUNTY Pop %Pop Total%

Households %Households%

Workforce%

Workforce Pop>16%Pop>

16

Hispanic Hispanic Householdswith1Vehicle

withNoVehicle

Walk‐to‐Work Carpool Disabled Disabled

Barton 3,076 11 12,988 29 5 2 9 4,065 14

Cheyenne 137 5 1,601 25 4 5 10 517 18

Decatur 59 2 1,781 21 3 4 10 536 17

Edwards 490 15 1,742 25 5 4 13 511 16

Ellis 676 3 12,157 31 5 4 9 3,708 14

Gove 37 1 1,394 20 3 9 8 323 12

Graham 22 1 1,532 21 3 5 13 503 19

Hodgeman 81 4 970 21 4 4 10 296 14

Jewell 23 1 2,050 18 4 5 8 604 19

Lane 41 2 987 19 4 6 9 235 13

Lincoln 66 2 1,843 20 4 4 12 508 15

Logan 56 2 1,391 26 3 6 7 480 18

Mitchell 63 1 3,269 24 5 6 9 954 15

Norton 140 3 2,630 25 5 4 7 832 15

Osborne 17 0 2,347 22 5 5 9 720 18

Pawnee 315 5 3,048 29 3 4 11 2,228 33

Phillips 47 1 3,022 20 4 4 10 1,001 19

Rawlins 33 1 1,526 20 5 7 12 487 19

Rooks 68 1 2,722 24 5 5 10 1,277 24

Rush 53 2 1,911 21 4 5 11 664 20

Russell 82 1 3,697 25 4 3 9 1,618 24

Scott 400 9 2,230 22 4 3 11 639 14

Sheridan 51 2 1,269 21 4 7 7 275 11

Sherman 508 8 3,143 23 3 3 8 1,104 18

Smith 43 1 2,273 19 4 6 10 660 16

Thomas 172 2 3,500 25 4 3 7 1,236 17

Trego 32 1 1,699 23 4 3 10 463 16

Wallace 98 6 772 17 2 8 8 145 9

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HaysZonalAnalysis

LackofAttractionsbyZone

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TheHayszonalmapdisplaystwolevelsofdata:tripattractiondatacodedintozonalintensities(theblueshadedpolygons)andJourney‐to‐Worktrafficflowsthatstandapartfromthetripattractiondata.Therefore,thetwolevelsofdatashouldbereadseparately.Areasofgreaterzonalintensities(darkblueareas)depictregionsinwhichresidentswillbemoreinclinedtoobtainservicesfromthepilotcitysincethecitycontainsthemajorityofservicesoftensought.Areasoflowerzonalintensities(lightblueareas)depictregionsinwhichresidentswillbeinclinedtoobtainsomeservices,butnotall.Giventheoption,residentsintheseregionsmaydecidetoobtainsomeserviceselsewhereduetocloserproximitytothoselocations.Often,servicesrequiredfromthepilotcityintheselightbluezonesarespecializedservices(i.e.,cardiaccenters,educationalinstitutions,orsocialservicescenters)asopposedtodailyservices(i.e.,pharmacies,stores,etc.).ForHays,thefollowingcountieshavethemajorityofeachcountyareafallingintothehighestzonalintensity:Ellis,Ness,Russell,andTrego.Additionally,trafficflowsindicaterelativelystronginteractionbetweenEllisCountyandRooks,Rush,andRussellcounties.Sincesomeofthesecountiesexhibitstrongtrafficflowsdespitetheirrelativelylowzonalintensities,furtherinvestigationofRooksandRushcountiesisrecommended.

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TheHayszonalinteractionmapdisplaysslightlydifferentinformationfromthepreviouszonalmap.Whiletrafficflowdataremainsthesame,thegrayzonesdepictregionsinwhichthereexistsaninteractionbetweenthepilotareasandanothersizeablecity.ThedarkbluezonesdepictregionsinwhichthereexistsnointeractionbetweenHaysandanothercity.ThisindicatesthatregionsinthedarkbluezonesarereliantonHaysmorethananyotherregionintheanalysisareabyvirtueoftherebeingnootherchoice.Therefore,thefollowingcounties—withtheexceptionofthosealreadymentionedinthezonalanalysis—arerecommendedforfurtherinspection:Decatur,Gove,Graham,Norton,Phillips,Rawlins,Sheridan,Smith,andThomas.Overall,thecountiesinthisanalysisareacanbeorganizedintothreegroupsbasedontheirdependenceonHaysforservices,fromgreatestdependencetoleastdependence.ThosewiththegreatestdependencehavehighzonalintensitiesanddisplaystrongtrafficflowinteractionswithHays,including:Ness,Russell,andTregocounties.ThosewithmediocredependenceonlyhavestrongtrafficflowinteractionswithHays,including:RooksandRushcounties.Finally,thosewiththelowestrelativedependencerelyonHaystypicallyforspecializedservicesonlyanddonotdisplaystrongtrafficflowinteractions.ThesecountiesincludeDecatur,Gove,Graham,Norton,Phillips,Rawlins,Sheridan,Smith,andThomas.

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HutchinsonZonalAnalysis

ThefollowingtwopagesdescribeHutchinson’sdemographiccharacteristicsaswellastabulatethetripattractionsthatmakethepilotcityacenterofactivitytothosecountiesthatlacksuchattractions.The“LackofAttractions”tableorganizescountiesbytheirzonalintensity,ascanbeviewedonthemapthatfollows.An“X”indicatesalackofattractionforthatcounty,therebymakingthatcountyreliantonHutchinsonforthatparticularservice.

PopulationCharacteristics

COUNTY 2007 Pop Pop %Pop Housing %Poverty %Unemp. Pop %Pop

Pop Den 65+ 65+Renter

Occupied Minority Minority

Barber 4,893 4 1,050 21 516 9 2 148 3

Comanche 1,937 2 483 25 231 9 0 42 2

Ellsworth 6,313 9 1,257 20 489 5 4 417 7

Kingman 7,999 9 1,622 20 687 9 2 237 3

Kiowa 2,900 4 638 22 345 8 3 115 4

McPherson 29,600 33 5,044 17 2,898 5 4 1,143 4

Pratt 9,516 13 1,742 18 1,052 8 5 561 6

Reno 63,371 51 10,603 17 7,248 9 4 5,688 9

Rice 10,411 14 1,862 18 919 10 6 631 6

Saline 53,989 75 7,705 14 6,573 6 3 6,760 13

Stafford 4,413 6 901 20 413 10 3 275 6

COUNTY Pop %Pop Total%

Households %Households%

Workforce%

Workforce Pop>16%Pop>

16

Hispanic Hispanic Householdswith1Vehicle

withNoVehicle

Walk‐to‐Work Carpool Disabled Disabled

Barber 104 2 2,716 25 3 5 10 979 20

Comanche 40 2 1,099 23 4 6 8 228 12

Ellsworth 249 4 3,238 21 4 4 14 1,039 16

Kingman 145 2 3,812 22 3 3 14 1,431 18

Kiowa 97 3 1,599 22 5 8 9 575 20

McPherson 701 2 12,199 26 5 5 8 1,791 6

Pratt 470 5 4,706 28 5 3 11 1,391 15

Reno 4,057 6 27,626 28 6 2 10 12,305 19

Rice 755 7 4,563 23 5 6 11 1,968 19

Saline 4,214 8 23,223 29 5 1 9 9,555 18

Stafford 336 8 2,408 25 5 6 12 821 19

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HutchinsonZonalAnalysis

LackofAttractionsbyZone

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TheHutchinsonzonalmapdisplaystwolevelsofdata:tripattractiondatacodedintozonalintensities(theblueshadedpolygons)andJourney‐to‐Worktrafficflowsthatstandapartfromthetripattractiondata.Therefore,thetwolevelsofdatashouldbereadseparately.Areasofgreaterzonalintensities(darkblueareas)depictregionsinwhichresidentswillbemoreinclinedtoobtainservicesfromthepilotcitysincethecitycontainsthemajorityofservicesoftensought.Areasoflowerzonalintensities(lightblueareas)depictregionsinwhichresidentswillbeinclinedtoobtainsomeservices,butnotall.Giventheoption,residentsintheseregionsmaydecidetoobtainsomeserviceselsewhereduetocloserproximitytothoselocations.Often,servicesrequiredfromthepilotcityintheselightbluezonesarespecializedservices(i.e.,cardiaccenters,educationalinstitutions,orsocialservicescenters)asopposedtodailyservices(i.e.,pharmacies,stores,etc.).ForHutchinson,onlyRiceCountyhasthemajorityofitsrespectiveareafallingintothehighestzonalintensityasidefromRenoCountyitself.Additionally,trafficflowsindicaterelativelystronginteractionbetweenRiceandEllsworthcounties.SinceEllsworthCountyexhibitsstrongtrafficflowsdespiteitsrelativelylowzonalintensity,furtherinvestigationofEllsworthCountyisrecommended.

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TheHutchinsonzonalinteractionmapdisplaysslightlydifferentinformationfromthepreviouszonalmap.Whiletrafficflowdataremainsthesame,thegrayzonesdepictregionsinwhichthereexistsaninteractionbetweenthepilotareasandanothersizeablecity.Thedarkbluezones(missing)depictregionsinwhichthereexistsnointeractionbetweenHutchinsonandanothersizeablecity.ThisindicatesthatregionsinthedarkbluezonesarereliantonHutchinsonmorethananyotherregionintheanalysisareabyvirtueoftherebeingnootherchoice.Fromthismap,wecanconcludethatthereisinteractionbetweenHutchinsonandothercitiesthroughoutthefullextentoftheanalysisarea.

Overall,thecountiesinthisanalysisareacanbeorganizedintotwogroupsbasedontheirdependenceonHutchinsonforservices,fromgreatestdependencetoleastdependence.ThosewiththegreatestdependencehavehighzonalintensitiesanddisplaystrongtrafficflowinteractionswithHutchinson—thisincludesRiceCounty.ThosewiththelowestrelativedependencerelyonHutchinsontypicallyforspecializedservicesonlyanddonotdisplaystrongtrafficflowinteractions.InHutchinson’scase,thereisnocountythatreliesonthisanalysisareaalone.EvencountiestowardthesouthwesthavesignificantinteractionwithWichitaandLiberalforservices.Therefore,itcanbeconcludedthattheonlycountywithsignificantdependenceonHutchinsonisRiceCounty.

20

SalinaZonalAnalysis

ThefollowingtwopagesdescribeSalina’sdemographiccharacteristicsaswellastabulatethetripattractionsthatmakethepilotcityacenterofactivitytothosecountiesthatlacksuchattractions.The“LackofAttractions”tableorganizescountiesbytheirzonalintensity,ascanbeviewedonthemapthatfollows.An“X”indicatesalackofattractionforthatcounty,therebymakingthatcountyreliantonSalinaforthatparticularservice.

PopulationCharacteristics

COUNTY 2007 Pop Pop %Pop Housing %Poverty %Unemp. Pop %Pop

Pop Den 65+ 65+Renter

Occupied Minority Minority

Cloud 9,680 14 2,181 23 1,004 6 4 208 2

Ellsworth 6,313 9 1,257 20 489 5 4 417 7

Jewell 3,260 4 870 27 306 10 2 41 1

Lincoln 3,370 5 728 22 315 9 2 70 2

McPherson 29,600 33 5,044 17 2,898 5 4 1,143 4

Mitchell 6,277 9 1,350 22 660 8 4 173 3

Ottawa 6,098 8 1,046 17 429 6 4 188 3

Republic 5,026 7 1,368 27 465 7 3 92 2

Saline 53,989 75 7,705 14 6,573 6 3 6,760 13

COUNTY Pop %Pop Total%

Households %Households%

Workforce%

Workforce Pop>16%Pop>

16

Hispanic Hispanic Householdswith1Vehicle

withNoVehicle

Walk‐to‐Work Carpool Disabled Disabled

Cloud 104 1 4,763 26 4 4 10 1,588 16

Ellsworth 249 4 3,238 21 4 4 14 1,039 16

Jewell 23 1 2,050 18 4 5 8 604 19

Lincoln 66 2 1,843 20 4 4 12 508 15

McPherson 701 2 12,199 26 5 5 8 1,791 6

Mitchell 63 1 3,269 24 5 6 9 954 15

Ottawa 130 2 2,781 18 4 3 11 875 14

Republic 60 1 3,004 22 3 2 7 938 19

Saline 4,214 8 23,223 29 5 1 9 9,555 18

21

SalinaZonalAnalysis

LackofAttractionsbyZone

22

TheSalinazonalmapdisplaystwolevelsofdata:tripattractiondatacodedintozonalintensities(theblueshadedpolygons)andJourney‐to‐Worktrafficflowsthatstandapartfromthetripattractiondata.Therefore,thetwolevelsofdatashouldbereadseparately.Areasofgreaterzonalintensities(darkblueareas)depictregionsinwhichresidentswillbemoreinclinedtoobtainservicesfromthepilotcitysincethecitycontainsthemajorityofservicesoftensought.Areasoflowerzonalintensities(lightblueareas)depictregionsinwhichresidentswillbeinclinedtoobtainsomeservices,butnotall.Giventheoption,residentsintheseregionsmaydecidetoobtainsomeserviceselsewhereduetocloserproximitytothoselocations.Often,servicesrequiredfromthepilotcityintheselightbluezonesarespecializedservices(i.e.,cardiaccenters,educationalinstitutions,orsocialservicescenters)asopposedtodailyservices(i.e.,pharmacies,stores,etc.).ForSalina,thefollowingcountieshavethemajorityofeachcountyareafallingintothehighestzonalintensity:Ellsworth,Lincoln,Ottawa,andSaline.Additionally,trafficflowsindicaterelativelystronginteractionbetweenSalineCountyandOttawa,Dickinson,andMcPhersoncounties.Sincesomeofthesecountiesexhibitstrongtrafficflowsdespitetheirrelativelylowzonalintensities,furtherinvestigationofDickinsonandMcPhersoncountiesisrecommended.

23

TheSalinazonalinteractionmapdisplaysslightlydifferentinformationfromthepreviouszonalmap.Whiletrafficflowdataremainsthesame,thegrayzonesdepictregionsinwhichthereexistsaninteractionbetweenthepilotareasandanothersizeablecity.ThedarkbluezonesdepictregionsinwhichthereexistsnointeractionbetweenSalinaandanothercity.ThisindicatesthatregionsinthedarkbluezonesarereliantonSalinamorethananyotherregionintheanalysisareabyvirtueoftherebeingnootherchoice.Therefore,thefollowingcounties—withtheexceptionofthosealreadymentionedinthezonalanalysis—arerecommendedforfurtherinspection:Cloud,Jewell,Mitchell,andRepublic.Overall,thecountiesinthisanalysisareacanbeorganizedintothreegroupsbasedontheirdependenceonSalinaforservices,fromgreatestdependencetoleastdependence.ThosewiththegreatestdependencehavehighzonalintensitiesanddisplaystrongtrafficflowinteractionswithSalina,including:Ellsworth,Lincoln,andOttawacounties.ThosewithmediocredependenceonlyhavestrongtrafficflowinteractionswithSalina,including:DickinsonandMcPhersoncounties.Finally,thosewiththelowestrelativedependencerelyonSalinatypicallyforspecializedservicesonlyanddonotdisplaystrongtrafficflowinteractions.ThesecountiesincludeCloud,Jewell,Mitchell,andRepublic.

24

DodgeCityZonalAnalysis

ThefollowingtwopagesdescribeDodgeCity’sdemographiccharacteristicsaswellastabulatethetripattractionsthatmakethepilotcityacenterofactivitytothosecountiesthatlacksuchattractions.The“LackofAttractions”tableorganizescountiesbytheirzonalintensity,ascanbeviewedonthemapthatfollows.An“X”indicatesalackofattractionforthatcounty,therebymakingthatcountyreliantonDodgeCityforthatparticularservice.

PopulationCharacteristics

COUNTY 2007 Pop Pop %Pop Housing %Poverty %Unemp. Pop %Pop

Po Den 65+ 65+Renter

Occupied Minority Minority

Clark 2,240 2 511 23 212 11 3 121 5

Comanche 1,937 2 483 25 231 9 0 42 2

Ford 34,237 31 3,458 10 3,927 10 5 10,283 30

Gray 5,790 7 738 13 547 6 3 561 10

Hodgeman 2,100 2 392 19 176 10 1 65 3

Kiowa 2,900 4 638 22 345 8 3 115 4

Ness 2,898 3 792 27 311 7 2 71 2

COUNTY Pop %Pop Total%

Households%

Households%

Workforce%

Workforce Pop>16%Pop>

16

Hispanic Hispanic Householdswith1Vehicle

withNoVehicle

Walk‐to‐Work Carpool Disabled Disabled

Clark 124 6 1,113 26 3 6 11 318 14

Comanche 40 2 1,099 23 4 6 8 228 12

Ford 16,450 48 12,046 30 6 2 18 5,970 17

Gray 775 13 2,225 26 2 4 11 724 13

Hodgeman 81 4 970 21 4 4 10 296 14

Kiowa 97 3 1,599 22 5 8 9 575 20

Ness 86 3 1,767 21 2 8 12 478 16

25

DodgeCityZonalAnalysis

LackofAttractionsbyZone

26

TheDodgeCityzonalmapdisplaystwolevelsofdata:tripattractiondatacodedintozonalintensities(theblueshadedpolygons)andJourney‐to‐Worktrafficflowsthatstandapartfromthetripattractiondata.Therefore,thetwolevelsofdatashouldbereadseparately.Areasofgreaterzonalintensities(darkblueareas)depictregionsinwhichresidentswillbemoreinclinedtoobtainservicesfromthepilotcitysincethecitycontainsthemajorityofservicesoftensought.Areasoflowerzonalintensities(lightblueareas)depictregionsinwhichresidentswillbeinclinedtoobtainsomeservices,butnotall.Giventheoption,residentsintheseregionsmaydecidetoobtainsomeserviceselsewhereduetocloserproximitytothoselocations.Often,servicesrequiredfromthepilotcityintheselightbluezonesarespecializedservices(i.e.,cardiaccenters,educationalinstitutions,orsocialservicescenters)asopposedtodailyservices(i.e.,pharmacies,stores,etc.).ForDodgeCity,onlyGrayCountyhasthemajorityofitsrespectiveareafallingintothehighestzonalintensityasidefromFordCountyitself.Additionally,itappearsthatthereismoretrafficflowbetweenGrayandFordcountiesthanbetweenGrayandFinneycounties,indicatingapossibleinteractionwiththeGardenCitypilotarea.

27

GreatBendZonalAnalysis

ThefollowingtwopagesdescribeGreatBend’sdemographiccharacteristicsaswellastabulatethetripattractionsthatmakethepilotcityacenterofactivitytothosecountiesthatlacksuchattractions.The“LackofAttractions”tableorganizescountiesbytheirzonalintensity,ascanbeviewedonthemapthatfollows.An“X”indicatesalackofattractionforthatcounty,therebymakingthatcountyreliantonGreatBendforthatparticularservice.

PopulationCharacteristics

COUNTY 2007 Pop Pop %Pop Housing %Poverty %Unemp. Pop %Pop

Pop Den 65+ 65+Renter

Occupied Minority Minority

Barton 28,141 31 5,007 18 3,195 11 5 2,536 9

Comanche 1,937 2 483 25 231 9 0 42 2

Edwards 3,270 5 660 20 308 8 3 363 11

Ellis 26,494 29 3,792 14 4,006 7 4 1,308 5

Ellsworth 6,313 9 1,257 20 489 5 4 417 7

Kiowa 2,900 4 638 22 345 8 3 115 4

Lincoln 3,370 5 728 22 315 9 2 70 2

Osborne 3,957 4 1,012 26 369 7 4 63 2

Pawnee 6,664 9 1,209 18 640 7 13 633 9

Pratt 9,516 13 1,742 18 1,052 8 5 561 6

Rice 10,411 14 1,862 18 919 10 6 631 6

Rooks 5,289 6 1,138 22 513 7 4 157 3

Rush 3,367 5 811 24 265 7 3 65 2

Russell 6,724 8 1,605 24 724 9 4 174 3

Stafford 4,413 6 901 20 413 10 3 275 6

28

GreatBendZonalAnalysis

PopulationCharacteristics(continued)

COUNTY Pop %Pop Total%

Households %Households%

Workforce%

Workforce Pop>16%Pop>

16

Hispanic Hispanic Householdswith1Vehicle

withNoVehicle

Walk‐to‐Work Carpool Disabled Disabled

Barton 3,076 11 12,988 29 5 2 9 4,065 14

Comanche 40 2 1,099 23 4 6 8 228 12

Edwards 490 15 1,742 25 5 4 13 511 16

Ellis 676 3 12,157 31 5 4 9 3,708 14

Ellsworth 249 4 3,238 21 4 4 14 1,039 16

Kiowa 97 3 1,599 22 5 8 9 575 20

Lincoln 66 2 1,843 20 4 4 12 508 15

Osborne 17 0 2,347 22 5 5 9 720 18

Pawnee 315 5 3,048 29 3 4 11 2,228 33

Pratt 470 5 4,706 28 5 3 11 1,391 15

Rice 755 7 4,563 23 5 6 11 1,968 19

Rooks 68 1 2,722 24 5 5 10 1,277 24

Rush 53 2 1,911 21 4 5 11 664 20

Russell 82 1 3,697 25 4 3 9 1,618 24

Stafford 336 8 2,408 25 5 6 12 821 19

29

GreatBendZonalAnalysis

LackofAttractionsbyZone

30

TheGreatBendzonalmapdisplaystwolevelsofdata:tripattractiondatacodedintozonalintensities(theblueshadedpolygons)andJourney‐to‐Worktrafficflowsthatstandapartfromthetripattractiondata.Therefore,thetwolevelsofdatashouldbereadseparately.Areasofgreaterzonalintensities(darkblueareas)depictregionsinwhichresidentswillbemoreinclinedtoobtainservicesfromthepilotcitysincethecitycontainsthemajorityofservicesoftensought.Areasoflowerzonalintensities(lightblueareas)depictregionsinwhichresidentswillbeinclinedtoobtainsomeservices,butnotall.Giventheoption,residentsintheseregionsmaydecidetoobtainsomeserviceselsewhereduetocloserproximitytothoselocations.Often,servicesrequiredfromthepilotcityintheselightbluezonesarespecializedservices(i.e.,cardiaccenters,educationalinstitutions,orsocialservicescenters)asopposedtodailyservices(i.e.,pharmacies,stores,etc.).ForGreatBend,thefollowingcountieshavethemajorityofeachcountyareafallingintothehighestzonalintensity:Barton,Pawnee,andRush.DuetoRushCountyandEllsworthCounty’srelativelystrongtrafficflowstoEllisandSalinecounties,respectively,interactionwiththeHaysandSalinapilotareasisapparentandshouldbeinvestigatedfurther.

31

LiberalZonalAnalysis

ThefollowingtwopagesdescribeLiberal’sdemographiccharacteristicsaswellastabulatethetripattractionsthatmakethepilotcityacenterofactivitytothosecountiesthatlacksuchattractions.The“LackofAttractions”tableorganizescountiesbytheirzonalintensity,ascanbeviewedonthemapthatfollows.An“X”indicatesalackofattractionforthatcounty,therebymakingthatcountyreliantonLiberalforthatparticularservice.

PopulationCharacteristics

COUNTY 2007 Pop Pop %Pop Housing %Poverty %Unemp. Pop %Pop

Pop Den 65+ 65+Renter

Occupied Minority Minority

Clark 2,240 2 511 23 212 11 3 121 5

Comanche 1,937 2 483 25 231 9 0 42 2

Finney 38,728 30 3,116 8 4,325 11 5 11,479 30

Ford 34,237 31 3,458 10 3,927 10 5 10,283 30

Grant 7,394 13 773 10 655 8 5 1,851 25

Gray 5,790 7 738 13 547 6 3 561 10

Greeley 1,290 2 245 19 133 9 2 93 7

Hamilton 2,566 3 454 18 298 11 2 607 24

Haskell 4,217 7 470 11 394 9 3 726 17

Kearny 4,506 5 516 11 407 9 3 945 21

Meade 4,627 5 785 17 434 7 3 492 11

Norton 5,576 6 1,045 19 468 7 4 408 7

Seward 23,410 37 2,072 9 2,678 14 5 9,189 39

Stanton 2,154 3 317 15 247 12 3 422 20

Stevens 5,410 7 702 13 473 8 4 1,087 20Wichita 2,236 3 369 17 226 11 3 355 16

32

LiberalZonalAnalysis

PopulationCharacteristics(continued)

COUNTY Pop %Pop Total%

Households %Households%

Workforce%

Workforce Pop>16%Pop>

16

Hispanic Hispanic Householdswith1Vehicle

withNoVehicle

Walk‐to‐Work Carpool Disabled Disabled

Clark 124 6 1,113 26 3 6 11 318 14

Comanche 40 2 1,099 23 4 6 8 228 12

Finney 16,139 42 13,662 30 5 2 19 7,344 19

Ford 16,450 48 12,046 30 6 2 18 5,970 17

Grant 2,833 38 3,025 28 4 1 15 1,111 15

Gray 775 13 2,225 26 2 4 11 724 13Greeley 157 12 688 22 2 8 13 285 22

Hamilton 708 28 1,207 27 4 5 15 596 23

Haskell 1,175 28 1,642 26 4 5 11 622 15

Kearny 1,267 28 1,689 24 3 3 13 674 15

Meade 635 14 1,974 26 3 3 12 599 13

Norton 140 3 2,630 25 5 4 7 832 15

Seward 12,185 52 8,121 35 6 1 21 3,993 17

Stanton 666 31 989 24 3 6 18 320 15

Stevens 1,420 26 2,279 27 3 3 10 754 14

Wichita 479 21 1,096 23 2 3 10 445 20

33

LiberalZonalAnalysis

LackofAttractionsbyZone

34

TheLiberalzonalmapdisplaystwolevelsofdata:tripattractiondatacodedintozonalintensities(theblueshadedpolygons)andJourney‐to‐Worktrafficflowsthatstandapartfromthetripattractiondata.Therefore,thetwolevelsofdatashouldbereadseparately.Areasofgreaterzonalintensities(darkblueareas)depictregionsinwhichresidentswillbemoreinclinedtoobtainservicesfromthepilotcitysincethecitycontainsthemajorityofservicesoftensought.Areasoflowerzonalintensities(lightblueareas)depictregionsinwhichresidentswillbeinclinedtoobtainsomeservices,butnotall.Giventheoption,residentsintheseregionsmaydecidetoobtainsomeserviceselsewhereduetocloserproximitytothoselocations.Often,servicesrequiredfromthepilotcityintheselightbluezonesarespecializedservices(i.e.,cardiaccenters,educationalinstitutions,orsocialservicescenters)asopposedtodailyservices(i.e.,pharmacies,stores,etc.).ForLiberal,thefollowingcountieshavethemajorityofeachcountyareafallingintothehighestzonalintensity:Meade,Seward,andStevens.Additionally,thereappearstobeasimilarlystrongtrafficflowbetweenSewardandHaskellcounties,asthereexistsbetweenHaskellandFinneycounties.ThisindicatesaclearinteractionwiththeGardenCitypilotarea,anissueworthfurtherinvestigation.

35

McPhersonZonalAnalysis

ThefollowingtwopagesdescribeMcPherson’sdemographiccharacteristicsaswellastabulatethetripattractionsthatmakethepilotcityacenterofactivitytothosecountiesthatlacksuchattractions.The“LackofAttractions”tableorganizescountiesbytheirzonalintensity,ascanbeviewedonthemapthatfollows.An“X”indicatesalackofattractionforthatcounty,therebymakingthatcountyreliantonMcPhersonforthatparticularservice.

PopulationCharacteristics

COUNTY 2007 Pop Pop %Pop Housing %Poverty %Unemp. Pop %Pop

Pop Den 65+ 65+Renter

Occupied Minority Minority

McPherson 29,600 33 5,044 17 2,898 5 4 1,143 4

COUNTY Pop %Pop Total%

Households %Households%

Workforce%

Workforce Pop>16%Pop>

16

Hispanic Hispanic Householdswith1Vehicle

withNoVehicle

Walk‐to‐Work Carpool Disabled Disabled

McPherson 701 2 12,199 26 5 5 8 1,791 6

36

McPhersonZonalAnalysis

LackofAttractionsbyZone

Zone County LackofTripAttractionsbyCountyinEachRegion

LackofCitywithaPopulationExceeding

5,000

LackofDisabilityRehabCenters

LackofPharmacies

LackofCardiacCenters

LackofEmployment

Centers

1 McPherson 2 (none) 3 (none) 4 (none)

37

TheMcPhersonzonalmapdisplaystwolevelsofdata:tripattractiondatacodedintozonalintensities(theblueshadedpolygons)andJourney‐to‐Worktrafficflowsthatstandapartfromthetripattractiondata.Therefore,thetwolevelsofdatashouldbereadseparately.Areasofgreaterzonalintensities(darkblueareas)depictregionsinwhichresidentswillbemoreinclinedtoobtainservicesfromthepilotcitysincethecitycontainsthemajorityofservicesoftensought.Areasoflowerzonalintensities(lightblueareas)depictregionsinwhichresidentswillbeinclinedtoobtainsomeservices,butnotall.Giventheoption,residentsintheseregionsmaydecidetoobtainsomeserviceselsewhereduetocloserproximitytothoselocations.Often,servicesrequiredfromthepilotcityintheselightbluezonesarespecializedservices(i.e.,cardiaccenters,educationalinstitutions,orsocialservicescenters)asopposedtodailyservices(i.e.,pharmacies,stores,etc.).ForMcPherson,onlyMcPhersonCountyitselfhasthemajorityofitsrespectiveareafallingintothehighestzonalintensity.However,relativelystrongtrafficflowswithSalineCountyindicateaninteractionwiththeSalinapilotarea,anissueworthfurtherinvestigation.

38

WichitaZonalAnalysis

ThefollowingtwopagesdescribeWichita’sdemographiccharacteristicsaswellastabulatethetripattractionsthatmakethepilotcityacenterofactivitytothosecountiesthatlacksuchattractions.The“LackofAttractions”tableorganizescountiesbytheirzonalintensity,ascanbeviewedonthemapthatfollows.An“X”indicatesalackofattractionforthatcounty,therebymakingthatcountyreliantonWichitaforthatparticularservice.

PopulationCharacteristics

COUNTY 2007 Pop Pop %Pop Housing %Poverty %Unemp. Pop %Pop

Pop Den 65+ 65+Renter

Occupied Minority Minority

Barber 4,893 4 1,050 21 516 9 2 148 3

Butler 63,253 44 7,921 13 5,003 6 4 3,582 6

Cowley 34,927 31 5,387 15 3,916 10 8 4,007 11

Harper 5,949 7 1,369 23 650 9 4 206 3

Kingman 7,999 9 1,622 20 687 9 2 237 3

Reno 63,371 51 10,603 17 7,248 9 4 5,688 9

Sedgwick 469,551 470 53,366 11 59,586 7 5 106,303 23

Sumner 24,460 21 3,802 16 2,145 8 5 1,286 5

COUNTY Pop %Pop Total%

Households %Households%

Workforce%

Workforce Pop>16%Pop>

16

Hispanic Hispanic Householdswith1Vehicle

withNoVehicle

Walk‐to‐Work Carpool Disabled Disabled

Barber 104 2 2,716 25 3 5 10 979 20

Butler 1,717 3 25,203 23 3 2 10 9,902 16

Cowley 2,254 6 15,680 28 5 3 11 7,768 22

Harper 97 2 3,189 25 5 5 12 1,107 19

Kingman 145 2 3,812 22 3 3 14 1,431 18

Reno 4,057 6 27,626 28 6 2 10 12,305 19

Sedgwick 47,857 10 201,982 30 5 1 9 84,552 18

Sumner 871 4 10,884 23 3 3 11 4,973 20

39

WichitaZonalAnalysis

LackofAttractionsbyZone

40

TheWichitazonalmapdisplaystwolevelsofdata:tripattractiondatacodedintozonalintensities(theblueshadedpolygons)andJourney‐to‐Worktrafficflowsthatstandapartfromthetripattractiondata.Therefore,thetwolevelsofdatashouldbereadseparately.Areasofgreaterzonalintensities(darkblueareas)depictregionsinwhichresidentswillbemoreinclinedtoobtainservicesfromthepilotcitysincethecitycontainsthemajorityofservicesoftensought.Areasoflowerzonalintensities(lightblueareas)depictregionsinwhichresidentswillbeinclinedtoobtainsomeservices,butnotall.Giventheoption,residentsintheseregionsmaydecidetoobtainsomeserviceselsewhereduetocloserproximitytothoselocations.Often,servicesrequiredfromthepilotcityintheselightbluezonesarespecializedservices(i.e.,cardiaccenters,educationalinstitutions,orsocialservicescenters)asopposedtodailyservices(i.e.,pharmacies,stores,etc.).ForWichita,onlySedgwickCountyitselfhasamajorityofitsrespectiveareawithinthehighestzonalintensity.Additionally,trafficflowsindicateminorinteractionwithRenoCounty,indicatingthattheHutchinsonpilotareamaybesomewhatself‐contained.