2011 Fehr Peers Downtown Streetcar Ridership Study

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    TechnicalMemorandum

    Date: October4,2011

    To: JimHecht,HDR

    From: Fehr&Peers

    Subject: PreliminaryEstimatesofRidershipfortheDowntownLosAngelesStreetcar

    1.0 DescriptionofMethodology

    Traditionalmethods of forecasting transit ridership often employ regional travel demandmodels to

    predict ridership. Suchmodels are relatively unresponsive to changes in station-level land use and

    transitservicecharacteristics.InthecaseofLosAngeles,thelargesizesofthetrafficanalysiszonesin

    theMetrotraveldemandmodelprecludedetailedlandusedatacollectionanddifferentiationatthe

    station-level.Furthermore,theMetrotraveldemandmodeldoesnothaveastreetcarcalibratedmode,

    meaningitsusewouldrequirecalibrationandvalidationofanewstreetcarmodeoftravelinthemodel.

    Alternativelythestreetcarwouldhavetobeclassifiedusingamodethatcurrentlyexistsin themodel

    suchasbusorlightrail,whichhavedifferentridershipcharacteristicsthanstreetcar.Therefore,forthe

    purposesoftheAlternativesAnalysis(AA)Study,wehavechosennottousetheMetrotraveldemand

    modelforforecastingDowntownLosAngelesStreetcar(LAStreetcar)ridershipandinsteaduseaDirect

    RidershipModelcalibratedandvalidatedtostreetcarforridershipforecasting. DirectRidershipModels(DRMs)aredirectlyandquantitativelyresponsivetolanduseandtransitservice

    characteristicswithintheimmediatevicinityandwithinthecatchmentareaoftransitstations.Theycan

    predictridershipatindividualstationsbasedonlocalstationareaandsystemcharacteristics.DRMsare

    basedonempiricalrelationshipsfoundthroughstatisticalanalysisofstationridershipandlocalstation

    characteristics.

    The effects of station-level variables are expected to be highly significant in accurately forecasting

    streetcarridership.Whilestreetcarsystemsareusedfortraditionalcommutetrips,ourresearchwith

    transitagenciessuggeststheymoreoftenprovideaccessandcirculation fordowntownorcitycenter

    areas.Theyservetouristneedsandoftenduplicateexistingtransitserviceprovidedbybus.Thus,itwasexpected that individual station-area characteristics greatly affect boardings and overall ridership

    projections.Recognizingthatvariablesaffectingstreetcarridershiparedifferentthanthoseforregional

    rail systems, the basis for analysis draws from the characteristics of existing streetcar systems in

    Portland, Seattle, and Tacoma. These systems were chosen because they are most similar to the

    proposedLAStreetcar.

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    1.1DataCollection

    RidershipdatawascollectedforthePortland,SeattleandTacomastreetcarsystemsatthesystemlevel,

    andwhereavailable,attheindividualstationlevel.Variablescollectedatthesystemlevelincluderoute

    length,openingyear,frequencyofservice,traincapacity,fare(includingpresenceoffreestations),and

    transferpolicy. At the station level, datawere gathered for the area within a quarter-mile1 of the

    station and included intersecting transit, retail andgeneral employment density, householddensity,

    streetconnectivity,distancebetweenstations,numberofhotelsandnumberofspecialeventscenters.

    Table1showsthecharacteristicsofthecomparativesystems.Table2showsthedatacollectedatthe

    corridorlevel.Table3showsdatacollectedatthestationarealevel.

    TABLE1ResearchedStreetcarSystems

    System Route

    Length

    (both

    directions)

    Number

    of

    Stations

    Fare Weekday

    Spanof

    Service

    Peak

    Weekday

    Frequency

    (trains/hour)

    Daily

    System

    Boardings

    Daily

    Boardings

    perMile

    Portland

    StreetcarSystem

    8.0Miles 47 $2.10

    (Freeatmajority

    of

    stops)

    5:30AM

    11:30PM

    4.6 11,700 1,460

    Seattle

    SouthLake

    UnionLine

    2.6Miles 12 $2.50 6:00AM

    9:00PM

    4.0 2,300 880

    Tacoma

    Streetcar

    System

    2.7Miles 8 Free 5:20AM

    10:10PM

    5.0 2,900 1,070

    TABLE2CorridorLevelDataCollectionVariableClass VariableList

    Ridership AverageWeekdayBoardings,PeakMonth AverageWeekendBoardings,PeakMonth AverageWeekdayBoardings,Off-PeakMonth AverageWeekendBoardings,Off-PeakMonth

    ServiceCharacteristics RouteLength(miles,countingbothdirections) OpeningYear AMPeakFrequency(minutes) PMPeakFrequency(minutes)

    DailyAverageFrequency(minutes) TrainCapacity IntersectingFeederBusesDuringOperatingHours IntersectingFeederTrainsDuringOperatingHours

    1TheStreetcarDRMtreatsallemploymentandhouseholdswithinamilewalkequallyanddoesnotestimatea

    captureratewithinthewalkthatdecreasesbydistancefromthestop.

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    VariableClass VariableList

    NumberofStopsonStreetcarLine RegularFare TransferAccepted PassesAccepted

    Population&Employment(withinmileofcorridor)

    RetailEmployment Non-RetailEmployment JobMix(Retail/Non-RetailRatio) EmploymentDensity Households HouseholdDensity Jobs/HousingRatio

    TABLE3StationLevelDataCollection

    Variable Description Source

    Boardings Averagedailyboardings. TransitAgency

    Alightings Averageweekdayalightings. TransitAgency

    StartofLine Binaryvariableindicatingstationisthefirststopon

    theline(0/1).

    Fehr&Peers

    Intersections Numberofintersectionswithinaquartermileofthe

    station.Limitedaccesshighwaysandrampsnot

    included.

    Fehr&Peers(Calculated

    inGIS)

    StopstoTerminus Numberofstationsuntiltheterminusoftheline.(A

    measureofhowmanydestinationsareaccessible)

    Fehr&Peers(Calculated

    inGIS)

    Buses Numberofintersectingbuseswithinoneblockofthe

    station.

    TransitAgency

    NumberofFeeder

    Trains

    Numberofdailytrainsonintersectingraillines

    withinoneblockofthestation.

    TransitAgency

    RailAccess Binaryvariableindicatingthestationhasatransferto

    arailline(0/1).

    Fehr&Peers

    Free/Paid Binaryvariableindicatingwhetherthestationisfare

    freeorpaid(0/1).

    TransitAgency

    DistancetoNearest

    Station

    Distancetoclosestdirectionalstation.(Closer

    spacedstationshaveasmallercatchmentareathan

    furtherspacedstations)

    Fehr&Peers(Calculated

    inGIS)

    RetailEmployment Numberofretailemployeeswithinmileradiusof

    station.

    U.SCensusBureau

    LongitudinalEmployer

    HouseholdDynamics

    Non-Retail

    Employment

    Numberofallother(non-retail)employeeswithin

    mileradiusofstation.

    U.SCensusBureau

    LongitudinalEmployer

    HouseholdDynamics

    RetailMix Ratioofretailemployeestonon-retailemployees

    (RetailEmployment/Non-RetailEmployment).

    U.SCensusBureau

    LongitudinalEmployer

    HouseholdDynamics

    TotalEmployment Totalnumberofemployeeswithinmileradiusof

    station.

    U.SCensusBureau

    LongitudinalEmployer

    HouseholdDynamics

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    Variable Description Source

    Households Numberofhouseholdswithinmileradiusof

    station.

    2010Census

    JobsHousingBalance Numberofjobsperhouseholdwithinmileradius

    ofstation(TotalEmployment/Households).

    2010CensusandU.S

    CensusBureau

    LongitudinalEmployer

    HouseholdDynamicsUrbanDensity SumofRetailEmploymentandHouseholdswithin

    mileradiusofstation.

    Fehr&Peers

    Hotel Binaryvariableindicatingthatahotelislocatednear

    thestation(0/1)

    Fehr&Peers

    Center Binaryvariableindicatingthataspecialeventscenter

    islocatednearthestation

    Fehr&Peers

    CenterSize Avariablethatcapturesthemagnitudeofthespecial

    eventscenter,basedonsquarefootage

    Fehr&Peers

    1.2DirectRidershipForecasting

    ThestationleveldatacollectedfromPortland,SeattleandTacomawereusedtoperformordinaryleast

    squares (OLS) regression analysis to predict daily boardings per station. This analysis is based onempirical relationships found through statistical analysis of station ridership and local station

    characteristics.Multiple iterationsof all collected data were tested in theregressionmodel, but the

    variablesthatenteredintothedirectridershipforecasting(DRF)modelassignificantwerethefollowing:

    UrbanDensityameasureofretailintensityandresidentialdensityofthestationarea NumberofFeederTrainsameasureofthemagnitudeofregionaltransitconnections StartofLinethisvariableonlyappliestobi-directionallineswheremorepassengerstendto

    boardatthefirststation,butdoesnotapplytoloopsystems

    CenterSizeameasureofthemagnitudeofaspecialeventscenterservedbythestation Free/Paidabinaryvariableindicatingwhetherthestationisfreeorpaid(butnotproviding

    informationabouttheleveloffare)

    TheR2valueofthemodelis0.56whichrepresentsafairlyhighgoodnessoffit.Oneofthelimitstothe

    model is the limited number ofbuilt streetcar systems in the USand thus limiteddata availability.

    Although intuitivelymore variables thanthose included in themodel influence ridership,dueto the

    limiteddataavailabilitywewereunabletodistinguishstatisticallysignificantrelationshipsbetweenall

    variables.Thatbeingsaid,wewereabletofindsignificantrelationshipsbetweenboardingsandseveral

    stationlevelvariablesinordertocreateastatisticallysignificantmodelwithagoodfit.

    Another factor that could affect goodness of fit is the close spacing of stops along streetcar lines.

    StreetcarlinessuchastheonesstudiedinPortland,SeattleandTacomatendtohavecloserstopspacingthanregionaltransitsystemssuchasbusesandlightrail.Duetotheclosestopspacing,thecatchment

    areaofsomestopsmayoverlap.Thiscouldresultinvariationamongthepredictedvaluesatthestation

    level,butshouldnothaveastrongimpactonthepredictedvaluesatthecorridorlevel.

    DataforeachofthesefivevariableswerecollectedforeachpotentialstopalongtheLAStreetcarline.

    These variables were used to predict daily boardings at each station and were summed for each

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    configuration to estimate daily boardings along the line. The expected system boardings are

    summarizedinSection3.0.

    1.2.1UrbanDensity

    Urbandensityisasumofretailemploymentandhouseholdswithinmileofthestation.Moststations

    alongtheproposedLAStreetcarcorridorhaveeitherhighhouseholddensityorhighretailemployment

    density,butfewhaveboth.Theareaswiththehighesthouseholddensityinclude6thandBroadway,and6

    thandHill.Theareaswiththehighestretailemploymentdensityarearound9

    thandBroadway,11

    thand

    Figueroa, and 6th and Hill. Special attention was paid to areas along the corridor where retail

    employmenthasbeenchangingoverthepastfiveyears.TheDowntownCenterBusinessImprovement

    Districtwasconsultedtoinsurethataccurateretailemploymentcountswereusedasinputsintothe

    model.Theseareasincluded:

    7th+Figthatwillbereopenedin2012asFigat7 thwithTargetastheanchorstore MacysPlaza DowntownLosAngelesRalphs

    1.2.2NumberofFeederTrains

    Numberoffeedertrainsisthedailynumberoftrainsonintersectingraillineswithatransfertothestreetcarstop.Severalraillineswouldhavetransfers totheproposedLAStreetcarline.These include

    theMetroBlueLine(withstopsatPicoand7th/MetroCenter),Red/PurpleLine(withstopsat7

    th/Metro

    Center,PerishingSquareandCivicCenter),GoldLine(whichstopsatUnionStation),MetroLink(which

    stopsatUnionStation)andtheExpoLine(openingin2012withstopsatPicoand7th/MetroCenter).

    Sinceatsomelocations severalLA Streetcarstops arelocated near oneMetro station,the expected

    numberofriderstransferringfromaMetrolinetotheLAStreetcarweredistributedamongtheclosest

    streetcarstations.

    1.2.3StartofLine

    AnalysisofthePortland,SeattleandTacomastreetcarsystemsfoundthatahighnumberofpassengers

    wereboardingatthestartofthelinestation.ThisdoesnotapplytotheLAStreetcarsinceitwilloperateinaloopandthereforehasnoendofthelinestation.However,inthecasethatabi-directionallineis

    proposed,thisvariablewillbeapplied.

    1.2.4CenterSize

    Thisvariabletakes intoaccountspecialeventscenterswhichareservedbythestreetcarlineandalso

    considersthesizeofthecenteranditsimpactonridership.Thespecialeventscentersconsideredalong

    theLAStreetcarcorridorincludethe following: LAConventionCenter,StaplesCenter,LA Live,MOCA,

    DisneyTheater,CityHall,OlveraStreet,andLittleTokyo.Broadwaybetweenapproximately3rdand7

    th

    Streetswas givenconsiderationasa special generator due to its regionaldraw.However, since the

    primarydrawisshopping,theUrbanDensityvariableeffectivelycapturestheridershipresultingfroma

    shoppingricharea.Inthemodel,theCenterSizevariableisreservedforuniquetripgeneratorsthat

    cannotbeexplainedbyemploymentor residentialpopulationalone.SimilartotheNumberofFeederTrainsvariable,sincesomecenterscanbeservedbymultiplestreetcarstops,theexpectednumberof

    streetcarridersgeneratedbyeachcenterwasdistributedamongthecloseststreetcarstops.

    1.2.5Free/Paid

    Alongthestreetcar systemsstudied,whether ornota stationwas freeor paidwas foundtohavea

    significantimpactonridership.FortheLAStreetcaralternativesdiscussedinSections2and3,allLA

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    Streetcarstopsareassumedtobepaid.However,forthesensitivityanalysisinSection4,allLAStreetcar

    stopsareassumedtobefree.

    1.3ForecastYear

    The forecast year for the ridership estimates is 2015 (expected opening year). We did not assume

    additional development (housing, retail) beyond the 2010 data due to the models use ofparcel by

    parcelchangeswithinamilewalkshedwhengrowthforecastsarefarmoreaggregateinnature.The

    MetroExpo Line(Phase I)is expected toopen in2012 and Feeder Trains atthePico and 7th/Metro

    Center Stations were adjusted to reflect this upcoming service. All other regionally significant rail

    projectsareexpectedafter2015andwerenotincludedinthemodel.

    1.4PostModelProcessingConsiderations

    Several post-model adjustments were considered to account for variables not included in the DRF

    model.Thesearedescribedbelow.

    1.4.1FrequencyofService

    Wedidnothaveenoughdatatomakea statistically significant relationshipbetweenfrequency and

    boardings,butwe haveidentifiedthis variableas an important factordistinguishingtheLA Streetcarfromtheotherstreetcarsystemsstudied.Amongthestationsstudied,theaveragepeakhourfrequency

    is3.6trainsperhour.However,theLAStreetcarisplannedtohave8.6trainsperhourduringpeak

    hours(onetrain every7 minutes). Althoughno research exists thatprovidesanelasticityvalue for

    frequencyofservicespecifically forstreetcarsystems,according toTCRPSynthesis 66,NewYorkCity

    reported anelasticity value of 0.2 for transitservicefrequency.Consideringthe increased frequency

    betweenthesystemsstudiedandtheLAStreetcarsystem,applyingthiselasticityvaluewouldresultin

    anexpected ridership increase of28%.This increase can be applied asa post-modelprocessto the

    resultsoftheDRFmodeltoaccountforincreasedridershipduetothemorefrequentserviceoftheLA

    Streetcarthansystemsstudied.

    1.4.2SpanofService

    Anothervariableconsideredforpostmodelprocessingwas spanofservicesincetheLA Streetcarwill

    operated later than thethreestreetcarsystemsstudied.TheLA Streetcaris plannedtooperatefrom

    6:00to12:00AMMondaythroughThursday.Thisisaspanof18hours.Theaverageweekdaytimespan

    ofthestationsstudiedis17.3hours.ThistimespaniscomparabletotheLAStreetcar.Furthermore,

    sincethepeakboardinghoursofstreetcarsystemsareduringtheday,extendingservicehoursintothe

    night is not expected to have a significant impact on ridership. Late night boardings along the LA

    Streetcar line are likely to take place at special events centers and these boardings are already

    accountedforinthemodelthroughtheCentersvariable.Therefore,nopost-modelprocessingforspan

    ofservicewasperformed.

    1.4.3InteractionswithLADOTDASHService

    Oneconsiderationwaswhethersomelevelofridershipaccountedforinthemodelwouldactuallytakeplace on the LADOT DASH,Metro Bus, orMetro Rail services and therefore require a post-model

    adjustment.However, theLA Streetcarroute structure (clockwise loop anddestinations served), and

    typeofservice(streetcarversusshuttleorHRT)suggeststhattheLAStreetcarwouldbecomplementary

    toexistingandplanneddowntowntransitservice.WhiletheproposedLAStreetcaralignmentsduplicate

    orparallelportionsofLADOTDASHRoutesB,D,andF,noneoftheseroutescouldbefullyreplacedby

    theLAStreetcar.Further,opportunitydoesexist toreconfigureLADOTDASH toeliminateduplication

    withLAStreetcarbymodifyingroutestructure.Therefore,postmodeladjustmentsdonotincludedirect

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    transfer of LADOTDASH ridership to the LA Streetcar since they are expected to complement one

    another. Transit mode choice (LA Streetcar versus shuttle, Metro Bus, orMetro Rail) is effectively

    capturedintheindependentvariablesusedintheDRFmodel.

    1.4.4ConsiderationofCommuter(Express)Buses

    ConsiderationwasgiventowhethertheLA Streetcarcouldprovidea first/lastmileconnectiontothe

    commuterbusesthatprovideaccesstodowntownemploymentfromsuburbanlocations(suchasMetro

    SilverLine,BigBlueBusRapid10,orLADOTCommuterExpress).SincetheDRFmodeldoesnotincludea

    variabletoaccountforthistypeofservice,apostmodeladjustmentwasexplored.Stoplocationsforthe

    commuter services were identified anddetermined to provideenough coverage (based on distance

    betweenstops)withindowntownthattransferstoothertransitlineswouldnotbeneededtocomplete

    firstmile/lastmiletripswithindowntownLosAngeles.Thisfindingallowsustoconcludethatnopost

    modeladjustmentwasdeemednecessary.

    1.4.5ConsiderationofaDowntownNFLStadium

    AnNFLstadiumiscurrentlyplannedfordowntownLosAngelesandwouldbelocatedonthecurrentsite

    oftheWestHalloftheLosAngelesConventionCenter.Itwouldseat68,000forfootballandcouldbe

    completed by 2015. How the stadium and its related activity could affect streetcar ridership wasconsidered as a post model adjustment. However, we believe that the Centers variable effectively

    captures the ridership attributed to the Staples Center/LA Live/Convention Center destination for a

    typicalday.ThemodelassumeseventsatStaplesCenterandLALiveandConventionCenter.Itwouldbe

    aspecialcircumstancetohaveeventsatallfourcentersonthesamedayandwouldrepresentatypical

    ridership; therefore no furtheradjustmentwasnecessary forpredicting typicalstreetcar ridership.A

    discussionofhowridershipcouldbeaffectedduringspecialeventdaysisincludedinSection6.0.

    1.4.6ConsiderationofAngelsFlight

    AnglesFlightisfunicularrailwayconnectingHillStreetandCaliforniaPlazainBunkerHill.Eachridecosts

    $0.25 and the railway averages about 2,100 weekday boardings per day.While this service is well

    utilizedby officeworkers traveling fromBunker Hill totheBroadwayareaof downtown, itis also a

    tourist attraction and the proposedmidblock stop on Hill Street between 3rd Street and 4th Street(Alternatives3,4,5,6&7only)wouldprovideadirectconnectiontothefunicular.Nearbystopsat3

    rd

    Street&Grand Avenue (Alternatives1&2only), 3rdStreet&Broadway,and4

    th Street&Broadway

    wouldalsoprovideaccess.Itisestimatedthatapproximately30%ofaverageweekdaydailyboardings

    areattributabletotourists.ConsideringalikelysynergybetweentheuseofAngelsFlightandstreetcar

    amongtourists,a postmodeladjustmentequalto1/3rdof projecteddailytouristboardingsonAngels

    Flight(walkandothermodesofaccesswouldaccountforthemajorityoftripstoandfromthefunicular)

    wasdistributedproportionallyamongthefourproximatestops.

    2.0 Alternatives

    Fehr&PeersusedthealternativesandstopspreparedbyHDRtoestimatethetotaldailyboardingsat

    eachstop,summedtoreflecttheboardingsforeachline.Theridershipforecastsinthissectionare

    basedonthefollowingkeyoperatingcharacteristics.

    HoursofOperation:6:00amto12:00midnight Headways:7minutepeakand10-15minuteoff-peakservice Fare:$1.50(Section4providesanassessmentofreducedfareandfare-freeservice)

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    Thesevenconceptalternativesincludethefollowingalignmentconfigurations:

    Alternative1:A4-B3-C2 Alternative2:A4-B3-C3 Alternative3:A6-B1-C2 Alternative4:A6-B1-C3 Alternative5:A7-B1-C2 Alternative6:A7-B1-C3 Alternative7:A6-B1-C4

    3.0 ResultsandDiscussion

    The results of the DRF for expected daily ridership and performance (boardings per mile) of each

    alternativearesummarizedinTable4:

    TABLE4.DailyRidershipbyAlternativefromDRFModel

    AlignmentConfiguration #ofStops

    Length(Miles) SystemBoardings AverageperMile

    Alternative1 25 3.83 5,430 1,420

    Alternative2 21 3.32 4,380 1,320

    Alternative3 30 4.29 5,910 1,380

    Alternative4 26 3.78 4,870 1,290

    Alternative5 34 5.16 6,720 1,300

    Alternative6 30 4.65 5,680 1,220

    Alternative7 25 3.79 5,000 1,320

    Afterpost-modelprocessingwasappliedtoaccountforthehighfrequencyoftheLAStreetcarlineand

    link to Angels Flight, the following expected daily ridership values were determined, summarized in

    Table5:

    TABLE5.DailyRidershipbyAlternativefromDRFModelwithPost-ModelProcessing

    AlignmentConfiguration #ofStops

    Length(Miles)

    SystemBoardings AverageperMile

    Alternative1 25 3.83 7,160 1,870

    Alternative2 21 3.32 5,820 1,750

    Alternative3 30 4.29 7,780 1,810Alternative4 26 3.78 6,440 1,700

    Alternative5 34 5.16 8,810 1,710

    Alternative6 30 4.65 7,480 1,610

    Alternative7 25 3.79 6,610 1,740

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    Alternatives1&2areprojectedtogeneratethehighestboardingspermileofthesevenalternatives.

    Thisisduetobetteraccesstomajortripgeneratorssuchasmajorhotels,MOCA,andthe7th/Metro

    CenterStation.Shownbelowareprojecteddailyboardingsbystop.Thesealternativesareprojectedto

    generate fewersystemboardingsthanAlternatives3,4&7whichismainlyaccountedforbythefact

    that Alternatives 1&2havefewer stops.Thestopswith thehighest projected ridership arelocated

    aroundtheStaplesCenter/LALive/ConventionCenter.

    0100

    200300400500600700800900

    1000

    2nd&Grand(6)

    1st&Broadway(8)

    2nd&Broadway(9)

    3rd&Broadway(11)

    4th&Broadway(13)

    5th&Broadway(15)

    6th&Broadway(16)

    7th&Broadway(21)

    8th&Broadway(26)

    9th&Broadway(27)

    Olympic&Broadway(37)

    11th&Broadway(36)

    Pico&Broadway(38)

    Pico&Olive(45)

    Pico&Hope(46)

    Hope&12th(47)

    Hope&11th(48)

    11th&Figueroa(33)

    Olympic&Figueroa(32)

    Flower&9th(31)

    Grand&9th(30)

    8th&Grand(42)

    7th&Grand(43)

    6th&Grand(44)

    3rd&Grand(20)

    DailyBoardingsperStaonforAlternave1

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    Alternatives3,4&7generatemoreridershipthanAlternatives1&2withfeweraveragedailyboardings

    per mile. They contain five more stops (4 stops for Alternative 7) than their respective C2/C3

    counterpartfromAlternatives1&2.

    0

    100

    200

    300

    400

    500

    600

    700

    800

    900

    1000

    DailyBoardingsperStaonforAlternave2

    01002003004005006007008009001000

    2nd&Grand(6)

    1st&Broa

    dway(8)

    2nd&Broa

    dway(9)

    3rd&Broad

    way(11)

    4th&Broad

    way(13)

    5th&Broad

    way(15)

    6th&Broad

    way(16)

    7th&Broad

    way(21)

    8th&Broad

    way(26)

    9th&Broad

    way(27)

    Olympic&Broad

    way(37)

    11th&Broad

    way(36)

    Pico&Broad

    way(38)

    Pico&O

    live(45)

    Pico&H

    ope(46)

    Hope&12th(47)

    Hope&11th(48)

    11th&Figueroa(33)

    Olympic&Figueroa(32)

    Flower&

    9th(31)

    Grand&

    9th(30)

    9th&O

    live(29)

    9th&

    Hill(28)

    8th&

    Hill(25)

    7th&

    Hill(22)

    6th&

    Hill(17)

    5th&

    Hill(14)

    4th&

    Hill(12)

    2nd&

    Hill(10)

    1st

    &Hill(7)

    DailyBoardingsperStaonforAlternave3

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    Alternatives5&6generatethehighestsystemridershipofthesevenalternatives.Whiletheygenerate

    loweraveragedailyboardingspermilethantheotheralternatives,theyhavethehighestnumberof

    stationsamongthesevenalternatives. Alternatives5& 6add stopsatCityHall,OlveraStreet/Union

    StationandLittleTokyo(+2more)andincludemoretripattractors(OlveraStreet/LittleTokyo)andan

    additionalrailconnection.

    0100200300400500600700

    800900

    1000

    2nd&Grand(6)

    1st&Broadway(8)

    2nd

    &Broadway(9)

    3rd

    &Broadway(11)

    4th

    &Broadway(13)

    5th

    &Broadway(15)

    6th

    &Broadway(16)

    7th

    &Broadway(21)

    8th

    &Broadway(26)

    9th

    &Broadway(27)

    Olympic

    &Broadway(37)

    Broad

    way&11th

    (35)

    11th&Grand(34)

    11th

    &Figueroa(33)

    Olympic&Figueroa(32)

    F

    lower&9th(31)

    Grand&9th(30)

    9th&Olive(29)

    9th&Hill(28)

    8th&Hill(25)

    7th&Hill(22)

    6th&Hill(17)

    5th&Hill(14)

    4th&Hill(12)

    2nd&Hill(10)

    1st&Hill(7)

    DailyBoardingsperStaonforAlternave4

    0

    100

    200

    300

    400500

    600

    700

    800900

    1000

    2nd&Grand(6)

    1st&Broadway(8)

    2nd&Broadway(9)

    3rd&Broadway(11)

    4th&Broadway(13)

    5th&Broadway(15)

    6th&Broadway(16)

    7th&Broadway(21)

    8th&Broadway(26)

    9th&Broadway(27)

    Olym

    pic&Broadway(37)

    Br

    oadway&11th

    (35)

    11th&Grand(34)

    11th&Figueroa(33)

    Olympic&Figueroa(32)

    Figueroa&9th(49)

    Figueroa&8th(50)

    Figueroa&7th(51)

    Hope&7th(52)

    7th&Hill(22)

    6th&Hill(17)

    5th&Hill(14)

    4th&Hill(12)

    2nd&Hill(10)

    1st&Hill(7)

    DailyBoardingsperStaonforAlternave7

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    Amajorfactorinthedifferenceinridershipcanbeexplainedbythenumberofstops.Thehigherthe

    number of stops (assuming the stop is located near factors that influence ridership) the higher the

    ridership. Forexample, theprimaryreasonwhy theC2 alignmentshave higherboardings than C3 is

    numberofstations:C2stopsfivetimesbeforereachingFigueroa/11thandC3justonce.C2alsoprovides

    superioraccesstotheBlueLineandConventionCenter.

    0

    100

    200

    300

    400

    500

    600700

    800

    900

    1000

    Olvera&

    LosAngeles(1)

    Temple&

    LosAngeles(2)

    1st&

    LosAngeles(5)

    1st

    &Broadway(8)

    2nd

    &Broadway(9)

    3rd&

    Broadway(11)

    4th&

    Broadway(13)

    5th&

    Broadway(15)

    6th&

    Broadway(16)

    7th&

    Broadway(21)

    8th&

    Broadway(26)

    9th&

    Broadway(27)

    Olympic&

    Broadway(37)

    11th&

    Broadway(36)

    Pico&

    Broadway(38)

    P

    ico&Olive(45)

    P

    ico&Hope(46)

    H

    ope&12th(47)

    H

    ope&11th(48)

    11th

    &Figueroa(33)

    Olympic

    &Figueroa(32)

    Flower&9th(31)

    G

    rand&9th(30)

    9th&Olive(29)

    9th&Hill(28)

    8th&Hill(25)

    7th&Hill(22)

    6th&Hill(17)

    5th&Hill(14)

    4th&Hill(12)

    2nd&Hill(10)

    1st&Hill(7)

    LA

    Mall&Main(4)

    City

    Hall&Main(3)

    DailyBoardingsperStaonforAlternave5

    0100200300400500

    600700800900

    1000

    Olv

    era&LosAngeles(1)

    Tem

    ple&LosAngeles(2)

    1st&LosAngeles(5)

    1st&Broadway(8)

    2nd&Broadway(9)

    3rd&Broadway(11)

    4th&Broadway(13)

    5th&Broadway(15)

    6th&Broadway(16)

    7th&Broadway(21)

    8th&Broadway(26)

    9th&Broadway(27)

    Olym

    pic&Broadway(37)

    B

    roadway&11th

    (35)

    11th&Grand(34)

    11th&Figueroa(33)

    Oly

    mpic&Figueroa(32)

    Flower&9th(31)

    Grand&9th(30)

    9th&Olive(29)

    9th&Hill(28)

    8th&Hill(25)

    7th&Hill(22)

    6th&Hill(17)

    5th&Hill(14)

    4th&Hill(12)

    2nd&Hill(10)

    1st&Hill(7)

    LAMall&Main(4)

    CityHall&Main(3)

    DailyBoardingsperStaonforAlternave6

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    Twofactorsinfluencingridershipareretailjobsandhouseholdswithinmilewalkofastop.Whilethe

    11th/Grandstopwouldprovidebetteraccesstothenewcondotowersadjacenttotheintersectionthe

    11th/Figueroaand11

    th/Picoarewithinamileof11

    th/Grandandcapturemostofthepopulation.

    4.0 PerformanceComparison

    The projected opening day performance of the LA Streetcar (in terms of boardings per mile) was

    comparedtoexistingandplannedstreetcarsystems,LRT/BRTinLosAngeles,existingDASHservice,and

    existingbusservicealongBroadwaywithinthecorridor(southboundonly)wheretheLAStreetcarwould

    operate.

    First,acomparison(Table6)wasmadetoactualopeningmonthridershipofthePortland,Tacoma,and

    SeattlestreetcarlinesandprojectedopeningmonthridershipoftheplannedCharlotte,SaltLakeCity,

    Tucson,andAtlantaStreetcar lines.TheLA Streetcaroutperformsbothactualandprojectedopening

    monthridershipofthesesystems.

    TABLE6.ComparisontoOpeningMonth/ProjectedRidershipofExisting/PlannedStreetcarSystems

    *OpeningMonthActual

    **ProjectedOpeningDay

    AlignmentConfiguration Length(Miles)

    SystemBoardings AverageperMile

    Alternative3 4.29 7,780 1,810

    Alternative4 3.78 6,440 1,700

    Alternative7 3.79 6,610 1,740

    Portland(StarterLine) 4.8 4,982 1,040*

    Tacoma 2.7 2,170 800*

    Seattle 2.6 1,316 510*

    Charlotte(Planned) 2.8 1,500 540**

    SaltLakeCity(Planned) 4 3,000 750**Tucson(Planned) 3.9 3,600 920**

    Atlanta(Planned) 2.6 2,600 1,000**

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    Second,acomparison(Table7)wasmadetoactualopeningmonthridershipofthefourexistingLRTand

    oneBRTlinesinLosAngeles.TheLAStreetcaroutperformsactualopeningmonthridershipinboardings

    permileoftheselines.

    TABLE7.ComparisontoOpeningMonthRidershipofMetroLRT/BRT

    Source:Metro

    Third,acomparison(Table8)wasmadetoexisting(2011todate)ridershipofthefivebestperforming

    downtownDASHroutes.TheLAStreetcaroutperformsexistingridershipoftheseroutes.

    TABLE8.ComparisontoExistingDASHRidership

    Source:LADOT

    AlignmentConfiguration Length(Miles)

    SystemBoardings AverageperMile

    Alternative3 4.29 7,780 1,810

    Alternative4 3.78 6,440 1,700

    Alternative7 3.79 6,610 1,740

    OrangeLine 28 16,360 580

    GoldLine 27.4 18,364 670

    GoldLineEastsideExtension 12 7,156 600

    GreenLine 40 15,800 400

    BlueLine 44 30,800 700

    AlignmentConfiguration Length(Miles)

    SystemBoardings AverageperMile

    Alternative3 4.29 7,780 1,810

    Alternative4 3.78 6,440 1,700

    Alternative7 3.79 6,610 1,740

    DASHA 6.1 3,886 640DASHB 6.7 3,525 530

    DASHD 7.5 4,081 540

    DASHE 6.3 7,352 1,170

    DASHF 7.2 3,306 460

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    Fourth,a comparison (Table9)wasmadeto existing (July2011)ridershipof thesix best performing

    Metro bus routes on Broadway between Cesar Chavez Ave and Pico Boulevard. The LA Streetcar

    outperformsexistingridershipoffourofsixoftheseroutes.Thehighperformanceofthetworoutes

    thatoutperformtheLAStreetcarislikelyduetotheconcentrationofboardingsalongtheBroadway

    corridorandcorrespondingdispersedalightingsalongtheconsiderablelengthofeachbusroute.

    TABLE9.ComparisontoSouthboundBroadwayBusRidership(CesarChavezAvetoPicoBoulevardOnly)

    Source:Metro

    5.0 FareElasticity

    A sensitivity test of a free versus reduced fare versus paid scenarios was completed to better

    understandtheresults,differencesinalternatives,andhowtheycomparetoothersystemtypes.

    BoththeTacomastreetcarsystemandsignificantportionsofthePortlandstreetcarsystemarefarefree.

    ThevariableFree/Paid was found tohave a statistically significant influence on ridership in theDRF

    model.TotesttheimpactofapplyingafarefreesystemtotheLAStreetcar,acomparisonofridershipestimatesof free versuspaid systemswasconductedusing theFree/Paidvariablein themodel.The

    resultscan beseen inTable10. Operating theLA Streetcaras a completely fare-free systemwould

    increaseexpectedridership49to57%overasystemwhereafareischarged.

    WhiletheDRFmodelcandistinguishbetweenfreeandfullfaresystems,itdoesnotmeasurechangesin

    the level offare. Rather thanchargingthefullMetro fareof$1.50per ride, one considerationis to

    chargeareducedfareof$0.50perride.Awidelyacceptedvalueforfaretoridershipelasticityis-0.42

    (although this value isnotstreetcar-specific). According to this elasticityvalue, a fare decrease from

    $1.50 to$0.50perride would result ina 27% increasein ridership.Theridership estimates under a

    $0.50farescenarioarealsosummarizedinTable10.

    2http://onlinepubs.trb.org/onlinepubs/tcrp/tcrp_rpt_95c12.pdf

    AlignmentConfiguration Length(Miles)

    SystemBoardings AverageperMile

    Alternative3 1.45 2,480 1,710

    Alternative4 1.24 2,360 1,900

    Alternative7 1.24 2,360 1,900

    MetroLine30 1.37 2,008 1,470

    MetroLine40 1.37 2,985 2,180

    MetroLine45 1.81 4,020 2,220

    MetroLine730 1.45 792 550

    MetroLine740 1.45 1,204 830

    MetroLine745 1.45 1,780 1,230

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    TABLE10.FareLevelSensitivityTesting

    Paid

    ($1.50perRide)

    ReducedFare

    ($0.50perRide)

    Free

    AlignmentConfigurationLength

    (Miles)

    System

    Boardings

    Avgper

    Mile

    System

    Boardings

    Avgper

    Mile

    System

    Boardings

    Avgper

    Mile

    Alternative1 3.83 7,160 1,870 9,090 2,370 10,670 2,790

    Alternative2 3.32 5,820 1,750 7,390 2,230 8,770 2,640

    Alternative3 4.29 7,780 1,810 9,880 2,300 12,000 2,800

    Alternative4 3.78 6,440 1,700 8,180 2,160 10,100 2,670

    Alternative5 5.16 8,810 1,710 11,190 2,170 13,600 2,630

    Alternative6 4.65 7,480 1,610 9,500 2,040 11,700 2,520

    Alternative7 3.79 6,610 1,740 8,390 2,210 10,120 2,670

    6.0 OtherFactorswithPotentialtoPositivelyInfluenceRidershipofLAStreetcar

    6.1ConsiderationofOfficeEmploymentDensity

    Anotherconsideration in theridership forecastingprocess is that officeemploymentdensityismuchhigher in downtown Los Angeles than in the cities included in the model. For example, the office

    employmentdensityalongthePortlandstreetcarlineis14,000officejobspersquaremilewhileforthe

    area along theproposed LAstreetcar is40,000 office jobsper squaremile.3 Fortheexistingmodern

    streetcar lines in the U.S., office employment is not a significant predictor of ridership. Retail

    employment,specialgenerators,connectionstohighcapacity transitlines,andfarestructurearekey

    drivers of streetcar ridership. The existing modern streetcar lines in the U.S. primarily serve retail,

    tourist,andhome-basedothertrips,whilehome-basedworktrips(eithernon-linkedorlinked)donot

    haveastrongimpactonridership.Ifcommutetripsbyofficeworkersprovetobeamoresignificant

    market for theLAStreetcar, thehigherdensityof downtownLosAngelesemployment comparedto

    othersystemscouldresultinanincreaseinridershipabovecurrentprojections.

    6.2ConsiderationofSpecialEvents

    The model results show the ridership estimates for a typical day. However, special events could

    generateperiodicpeaksinridership.Forexample,iftheNFLstadiumproposedtobebuiltnexttoLA

    Liveweretobefilledtocapacity,thiswouldmean68,000peopletravelingtoandfromtheareawithina

    rather narrow window of time. The Mobility Group estimated that 15 percent of fans will attend

    weekendgamesbytransit.4SincestationsfortheMetroBlue,RedandPurplelinesarelocatednearby,it

    isexpectedthatthemajorityoftransitriderswouldusetheselinesforahome-basedtrip.Weestimate

    that12percentoffanswoulddesiretousethestreetcartotravelfromthestadiumonagameday.

    Thiswouldrepresent680 1,360 additionalboardingsona gameday,which isan increasein daily

    ridershipof1020percent.Thesefansleavingthestadiumafteragamewouldprimarilybeboardingat

    the11thStreet&FigueroaStreetstoportheOlympicBoulevard&FigueroaStreetstop,whichalready

    havesomeofthehighestlevelsofexpectedridershipofanystop.Ifeachstreetcarhasacapacityof100

    3 Source:LEHD,http://lehdmap.did.census.gov/.Officejobs aredefined as jobsin thefollowingNAICS industry

    sectors: information; finance and insurance; real estate and rental and leasing; professional, scientific, and

    technicalservices;managementofcompaniesandenterprises;publicadministration.

    4http://www.dailybreeze.com/latestnews/ci_18980892

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    riders, it would take 7-14 vehicles to accommodate all of the streetcar riders. Typical peak hour

    frequencywillbeonestreetcarevery7minutes.Iftwosparevehiclesareaddedtoservespecialevents,

    as is indicated in the Alternatives Analysis, the frequency can be increased to one vehicle every 5

    minutesand40seconds.Thiswouldmeanitwouldtake4080minutestoserveallofthefanswanting

    toboardthestreetcarafteragame.Itisunlikelythatfanswillbewillingtowaitmorethan30minutes

    forastreetcar,sotheactualincreaseinridershiponagamedaywouldlikelybeonthelowerendofthe

    estimatedrangegiventhecapacitylimitsofthestreetcarline.Otherrecurringspecialeventsincludethe

    DowntownArtWalkandstreetfairs.