65
L ow C arbon Land use Transport Integration for Comprehensive M obility P lan Rajkot Talat Munshi CEPT University

Alternative Fuels and -Vehicles: Co-benefits and Co-costs for Indiaurbanmobilityindia.in/Upload/Conference/ab08ed07-da44... · 2015. 12. 9. · Rajkot City Profile Transport Characteristics

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  • LowCarbonLand use Transport Integration forComprehensive Mobility Plan

    Rajkot

    Talat MunshiCEPT Univers i ty

  • City Profile

    R a j k o t . . . .

    Source: Wikipedia &www.dialuz.com

  • 3

    Low Carbon comprehensive Mobility Plan,Rajkot

    City Profile

    RUDA

    RMC Area : 104.86 Sq.Km

    RUDA Area : 483 Sq. Km

    NH 8A

    SH 23

    SH 24

    SH 25

    NH 8A

    TowardsAhmedabad

    218km

    Towards Gondal

    40 km

    TowardsBhavnagar174 km

    HighwaysArterial Roads

    TowardsJamnagar90 km

    TowardsPorbandar181 km

    Towards Morbi60 km

  • 4Low Carbon comprehensive Mobility Plan,Rajkot

    City Profile

    Added 6.5LakhpopulationIn TWOdecades

    Demography

    The last two decades have seen a sudden spurt in populationwithin RUDA area.

    This is because of the emergence of Rajkot as a major industrialproduction hub.

  • 5Low Carbon comprehensive Mobility Plan,Rajkot

    City Profile

    RajkotVadodara

    Ahmedabad

    Bhavnagar

    Surat

    Jamnagar2.5%

    4.7%

    2.1%

    1.1%

    1.3%

    - 0.5%

    Demography

    22nd in the world,In terms of growth rate, Rajkot city is 06th in the country, and

    02nd in the state.Source: http://www.citymayors.com/statistics/urban_growth1.html

  • 6Low Carbon comprehensive Mobility Plan,Rajkot

    City Profile

    Demography

    AgeGroups

    MaleFemale

    Alm

    ost5

    0%

    With a major chunk of the population in the productive

    20-45 age bracket, Rajkot has the chance to grow even faster.

  • 7

    Low Carbon comprehensive Mobility Plan,Rajkot

    City Profile

    Demography

    At the current rate of growth, Rajkot may grow into a town of

    nearly 2 million population by the year 2041.This is expected to impose heavy demands on the city’s transportinfrastructure.

  • 8Low Carbon comprehensive Mobility Plan,Rajkot

    City Profile

    Transport Characteristics

    Vehicular Growth Trends in Rajkot(2001-2011)

    Growing numbers of motorized two-wheelers andfour-wheelers on Rajkot roads- a sign of rising

    affluence.

  • 9

    Low Carbon comprehensive Mobility Plan,Rajkot

    City Profile

    Transport Characteristics

    Accidents data for Rajkot(2000-2011)

    Num

    ber o

    f Acc

    iden

    ts

    Rising number of fatal accidents especially over 2010-11 could worsen with increasing vehicle ownership over

    succeeding years.

  • 10Low Carbon comprehensive Mobility Plan,Rajkot

    City Profile

    Transport Characteristics

    Kg/

    day

    Per Capita Vehicle Emission

    Increasing vehicle ownership(esp. M2W) could lead to rising CO2 ,

    CO and NOX emissions.

    This could have massive climate-change and public health-related

    implications.

  • 11Low Carbon comprehensive Mobility Plan,Rajkot

    City Profile

    Effects on health

    Gases Effect on health

    CO Headache, Nausea, Vomiting, Dizziness,Fatigue etc.

    HCHC along with NOx and sunlight helps information of tropospheric ozone and othergreen house gases.

    NOxRespiratory irritation, Headache, Eyeirritation, Loss of appetite, Corrosion of teeth,lung problems etc.

    CO2Increase respiratory rate - breathing problem,hypertension, vomiting, loss of consciousness,confusion etc.

    PMPremature death in lung/ heart disease,irregular heart beat, coughing/ difficulty inbreathing, asthma problem etc.

    Source: Rice, S.A., 2004: Human health risk assessment of CO2: survivors of acute high-level exposure and populations sensitive to prolonged low level exposure.

  • 12Low Carbon comprehensive Mobility Plan,Rajkot

    Methodology

    Methodology

  • 13Low Carbon comprehensive Mobility Plan,Rajkot

    Methodology

    Stratified sampling

    Socio-demographic data was collected through primary surveys and

    interviews including household size, vehicleownership, type of vehicle, household Income

    and daily trip information.

    Such data was collected across categories shown below:

    SEG 2 SEG 3

    Gender

    Trippurpose

    Socio – economic Traits

    Work

    EducationShopping

    Other

    Male Female

    SEG 1

  • 14Low Carbon comprehensive Mobility Plan,Rajkot

    Survey

    Survey Methodology

    2848Household surveysto find out socio-

    demographic dataand travelbehaviour

    Inventory surveysto identifypedestrianfacilities

    on arterial and sub-arterial roads.

    Inventory surveysto identify

    NMT facilitieson arterial and sub-

    arterial roads.

    Surveys to identifycycle rickshaw and

    auto inventory.

    PT , Speed andDelay, TrafficSafety Data,Registered

    vehicles, Pollutionand emission data

    fromRMC, RTO, GPCB,

    City Police

    Surveys to identifyinventory for

    private motorizedvehicles.

    Classified VolumeCounts on major

    junctions

    Freight OD PrimarySurveys

    3000vehicles

    Petrol Pump SurveyAir and noise level

    survey

  • Household Survey Locations

  • Travel Characteristics

    Trip Purpose Mode Mode Share Trip Length

    Mean Std. Deviation

    Work Walk 26.0 0.90 1.91

    Private Automobile 53.1 3.77 2.68

    Bicycle 9.7 3.44 2.42

    Shared Auto 9.2 4.50 3.12

    Others 2.0 5.45 3.78

    Shopping Walk 71.9 1.35 1.20

    Private Automobile 14.3 2.99 2.10

    Bicycle 1.4 2.94 2.31

    Shared Auto 11.9 3.36 2.26

    Others 0.6 1.55 1.52

  • Mode Share vs Income

    0%10%20%30%40%50%60%70%80%90%

    100%

    Auto Bicycle Bus Car Other Two Wheeler Walk

  • Mode Share / Gender

    0%

    10%

    20%

    30%

    40%

    50%

    60%

    70%

    80%

    90%

    100%

    Male Female

    Auto Bicycle Bus Car Other Two Wheeler Walk

  • Type of

    Accidents

    Percentage of

    accidents

    Fatal 14.66

    with Injury 73.03

    without

    Injury

    12.31

    Accidents

  • Footpath

  • Roadside Activities

  • TRIP

    GEN

    ERAT

    ION

    TRIP

    DIST

    RIBU

    TIO

    NM

    ODE

    CHO

    ICE

    TRIP

    ASSI

    GNM

    ENT

    GENDER + PURPOSE

    TLFD CURVES FORGENDER + PURPOSE

    GENDER + PURPOSE + MODE

    Capacity restraints/Based on Speed & Volume

    LINEAR REGRESSION

    GRAVITY MODEL

    BINARY LOGISTIC REGRESSION

    STATIC ASSIGNMENT

    +

    Total Trips

    ODmatrix

    Road networkTAZ level data

    Householddata

    Modalsplit

    Total TripAssignment

    Map

  • Socio demographic and Built Environment Variables

    a. Personal and Household Variables

    Age This is age in years as reported by the respondent

    Sex Sex of the respondent recoded as male/female

    Households/Earner Number of households in the family per earning member

    Motorized Vehicles/Earner Number of motorized Vehicles per earning member in the household

    a. Built Environment Variables

    Variable

    Density Net Population Density, Net Job Density

    Diversity Floor space dissimilarity Index (land-use mix). Floor space entropy index (land-use balance)

    Design Road junction Kernel density,

    Distance from transit

    stop

    Public transport stops Kernel density,

    Access to Destination Distance to city centre

    Potential Accessibility to Jobs

  • Work Trips

    Mode Choice Mean Std. Dev Mean Std. Dev Mean Std. Dev

    Walk 37.49 12.21 6.2 13.31 0.14 0.17

    Private Automobile 39.77 11.58 15.12 31.9 0.57 0.32

    Bicycle 32.57 13.90 5.08 10.25 0.12 0.18

    Shared Auto 37.53 12.28 8.46 34.41 0.17 0.2

    Socio-demographic Variables

    Age Income per Household Vehicle per Household

    Land use

    Mode Choice Mean Std. Dev Mean Std. Dev Mean Std. Dev Mean Std. Dev

    Walk 3.17 5.68 28.84 27.53 0.48 0.24 0.21 0.2

    Private Automobile 3.69 6.83 18.78 17.22 0.34 0.17 0.18 0.19

    Bicycle 2.88 4.95 28.39 24.06 0.36 0.19 0.19 0.21

    Shared Auto 2.96 6.36 25.31 22.02 0.39 0.18 0.18 0.19

    Density

    Job Population Entropy Dissimilarity

  • Work Trip

    Mode Choice Mean Std. Dev Mean Std. Dev Mean Std. Dev Mean Std. Dev

    Walk 379.68 190.31 0.05 0.54 2505.31 1660.26 79.56 31.3

    Private Automobile 403.43 188.95 0.12 1.63 3661.51 2219.01 64.96 26.88

    Bicycle 406.24 185.49 0.13 1.31 3944.68 2206.22 73.56 27.57

    Shared Auto 400.91 186.54 2.34 22.18 3907.78 2716.82 64.12 22.98

    Accessibility to

    Jobs

    Kernel Density

    Junctions

    Kernel Density

    IPT stops

    Distance to

    City Centre

    Design Access to Destination

  • Shopping

    Mode Choice Mean Std. Dev Mean Std. Dev Mean Std. Dev

    Walk 36.59 11.69 5.11 8.09 0.28 0.26

    Private Automobile 39.06 12.58 18.52 38.96 0.55 0.26

    Bicycle 36.93 11.37 5.19 5.54 0.16 0.21

    Shared Auto 36.68 11.1 4.48 5.3 0.29 0.26

    Socio-demographic Variables

    Age Income per Household Vehicle per Household

    Land use

    Mode Choice Mean Std. Dev Mean Std. Dev Mean Std. Dev Mean Std. Dev

    Walk 4.04 6.91 27.82 23.71 0.4 0.17 0.2332 0.2116

    Private Automobile 5.34 8.48 18.88 18.1 0.39 0.18 0.2159 0.2069

    Bicycle 4.06 3.92 22.44 16.19 0.42 0.13 0.3079 0.2269

    Shared Auto 2.85 5.4 36.85 39.91 0.44 0.19 0.2037 0.167

    Density

    Job Population Entropy Dissimilarity

  • Shopping

    Mode Choice Mean Std. Dev Mean Std. Dev Mean Std. Dev Mean Std. Dev

    Walk 415.73 177.3 0.87 13.68 68.58 23.84 3345.98 2057.14

    Private Automobile 408.09 173.17 0 0.02 68.96 26.07 3448.79 2097.61

    Bicycle 462.18 134.27 0 0 73.66 11.07 3557.59 1738.45

    Shared Auto 365.6 173.88 0 0 66.09 24.49 2719.84 1895.14

    Accessibility

    to Jobs

    Kernel Density

    Junctions

    Kernel Density

    IPT stops

    Distance to

    City Centre

    Design Access to Destination

  • Step 1: Population and Employment Projections

    Census Population Growth1991-2011

    Census EmploymentGrowth

    1991-2011

    Floor Space required for every activity (Residential,Commercial & Industrial)

    Step 2: Probabilities of Development

    Location Probabilities/Activities

    LocationRules

    Transition probabilities/TAZ/Activities

    Step 3: Distribution of Activities

    Distribution of activities inTAZ

    Re compute built form andactivities

    New probabilities of development

    Simulate Urban Growth for 2016, 2021 & 2031

  • Low Carbon comprehensive Mobility Plan,Rajkot 34

    Business As Usual

    Business As Usual2011

    2021

    2016

    2031

    2031 sees sprawl in the westerndirection.

    Villages or the hamlets are growingin its own vicinity

  • Low Carbon comprehensive Mobility Plan,Rajkot 35

    Business As Usual

    Business As Usual

    Assignment 2031 shows

    congestion onall the present roads

  • 36Low Carbon comprehensive Mobility Plan,Rajkot

    Business As Usual

    Business As Usual

    Avg. Trip Length:

    2031 – 6.5 kms

    2011 – 4.3 kms

    Avg. Travel Time:

    2031 – 27 minutes

    2011 – 22 minutes

    Modal Share

  • 37Low Carbon comprehensive Mobility Plan,Rajkot

    Business As Usual

    Business As Usual

    Accident rate:

    2031 – 217 per million persons

    2011 – 163 per million persons

    CO2 emission:

    2031 – 29.7 million tonnes

    2011 – 10.7 million tonnes

    Vehicle kilometres travelled

    Almost, 80% of the total trips are work and education relatedtrips.

    VKT

    in M

    illio

    ns

  • Source: Wikipedia &www.dialuz.com

    Strategies&

    Projects

  • Landuse Strategy

  • 40Low Carbon comprehensive Mobility Plan,Rajkot

    Strategy - Landuse

    Concept:Node and Corridor Development

    Landuse strategy (2031)

    MajorNode

    MinorNode

    Inner ring road

    Outer ring road

    Major Nodes : 4kmdistance

    Minor Nodes: 1.5-2kmdistance

  • Low Carbon comprehensive Mobility Plan,Rajkot 41

    Strategy - Landuse

    Landuse strategy (2031)

    KKV Circle

    MadhaparChowk

    GreenlandChowkdi

    PTC chowk

    GondalChowk

    HospitalChowk

    MakkamChowk

  • 42Low Carbon comprehensive Mobility Plan,Rajkot

    Strategy - Landuse

    Landuse strategy (2031)

    Around Node

    High density within 400mradius around node

    Nod

    e L

    evel

    1N

    ode

    Leve

    l 2

    4

    FSI

    3

    FSI

  • Low Carbon comprehensive Mobility Plan,Rajkot 43

    Strategy - Landuse

    Landuse strategy (2031)

    More densities on the Nodes

    Residential development isconstrained to RMC area

    KKV Circle

    MadhaparChowk Greenland

    Chowkdi

    GondalChowk

    HospitalChowk

    MakkamChowk

  • Low Carbon comprehensive Mobility Plan,Rajkot 44

    Strategy - Landuse

    Landuse strategy (2031)

    Maximum commercial

    concentration on themajor and minor nodes

    KKV Circle

    MadhaparChowk Greenland

    Chowkdi

    GondalChowk

    HospitalChowk

    MakkamChowk

  • 45Low Carbon comprehensive Mobility Plan,Rajkot

    Strategy - Landuse

    23.0%

    30.0%

    6.0%

    8.0%

    53.0%

    36.0%

    4.0%

    4.0%

    10.5%

    16.5%

    3.0%

    4.5%

    0.5%

    1.0%

    0% 20% 40% 60% 80% 100%

    BAU2031

    Landuse

    strategy 2031

    Walk Bicycle Two Wheeler

    Avg. Trip Length:

    LUS2031 – 3.9 kms

    BAU2031 – 6.5 kms

    Avg. Travel Time:

    LUS2031 – 16 minutes

    BAU2031 – 27 minutes

    Landuse strategy (2031)Modal Share

    vs

  • 0

    5

    10

    BAU

    46Low Carbon comprehensive Mobility Plan,Rajkot

    Strategy - Landuse

    Landuse strategy (2031)

    VKT

    in M

    illio

    ns

    Vehicle Kilometres Travelled

    Accident rate:

    LUS2031 – 190 per million persons

    BAU2031 – 217 per million persons

    CO2 emission:

    LUS2031 – 18.8 million tonnes

    BAU2031– 29.8 million tonnes

  • NMT Strategy

  • 48Low Carbon comprehensive Mobility Plan,Rajkot

    Strategy - NMT

    NMT strategy (2031)

    PROBABILITIES:

    Central Core:0.47RMC: 0.40RUDA: 0.38

    Raiya road

    Universityroad

    Kalawadroad

    Nana Mauvaroad

    Mavdi road

    Jamnagarroad

    80ft road

    Kuvadvaroad

    Kothariyaroad

    Dhebarroad

    Gondalroad

    Bhavnagarroad

  • Low Carbon comprehensive Mobility Plan,Rajkot 49

    Strategy - NMT

    NMT strategy (2031)

    124km widening of footpaths200km new 2m wide

    footpaths

  • 50Low Carbon comprehensive Mobility Plan,Rajkot

    Strategy - NMT

    NMT strategy (2031)

    PROBABILITIES:

    Central Core:0.10RMC: 0.07RUDA: 0.05

    Raiya road

    Universityroad

    Kalawadroad

    Nana Mauvaroad

    Mavdi road

    Jamnagarroad

    80ft road

    Kuvadvaroad

    Kothariyaroad

    Dhebarroad

    Gondalroad

    Bhavnagarroad

    108km new dedicatedcycle lane

  • 51Low Carbon comprehensive Mobility Plan,Rajkot

    NMT Projects

    NMT strategy (2031)

  • 52Low Carbon comprehensive Mobility Plan,Rajkot

    Strategy - NMT

    23.0%

    35.0%

    6.0%

    13.0%

    53.0%

    26.5%

    4.0%

    2.5%

    10.5%

    16.5%

    3.0%

    4.5%

    0.5%

    1.0%

    0% 20% 40% 60% 80% 100%

    BAU2031

    NMTstrategy 2031

    Walk Bicycle Two Wheeler

    Avg. Trip Length:

    NMT2031 – 3.9 kms

    BAU2031 – 6.5 kms

    Avg. Travel Time:

    NMT2031 – 16 minutes

    BAU2031 – 27 minutes

    NMT strategy (2031)Modal Share

    vs

  • 53Low Carbon comprehensive Mobility Plan,Rajkot

    Strategy - NMT

    NMT strategy (2031)

    0

    10

    BAU

    Vehicle Kilometres Travelled

    VKT

    in M

    illio

    ns

    Accident rate:

    NMT2031 – 147 per million persons

    BAU2031 – 217 per million persons

    CO2 emission:

    NMT2031 – 17.5 million tonnes

    BAU2031– 29.8 million tonnes

  • PT Strategy

  • 55Low Carbon comprehensive Mobility Plan,Rajkot

    Identified Projects

    PT strategy (2031)

    IPT catering to currentPublic Transport demand

  • 56Low Carbon comprehensive Mobility Plan,Rajkot

    Identified Projects

    PT strategy (2031)

    Raiya road

    Universityroad

    KalawadroadNana Mauva

    road

    Mavdi road

    Jamnagarroad

    80ft road

    Kuvadvaroad

    Kothariyaroad

    Dhebarroad

    Gondalroad

    Bhavnagarroad

    675 Standard Buses

    1443 Mini Buses

  • 57Low Carbon comprehensive Mobility Plan,Rajkot

    Strategy - PT

    23.0%

    32.0%

    6.0%

    12.0%

    53.0%

    20.0%

    4.0%

    3.0%

    10.5%

    18.0%

    3.0%

    14.0%

    0.5%

    1.0%

    0% 20% 40% 60% 80% 100%

    BAU2031

    PTstrategy 2031

    Walk Bicycle Two Wheeler

    PT strategy (2031)Modal share

    vs

    Avg. Trip Length:

    PT2031 – 3.9 kms

    BAU2031 – 6.5 kms

    Avg. Travel Time:

    PT2031 – 16 minutes

    BAU2031 – 27 minutes

  • 58Low Carbon comprehensive Mobility Plan,Rajkot

    Strategy - PT

    PT strategy (2031)

    05

    10

    BAU

    Vehicle Kilometres Travelled

    VKT

    in M

    illio

    ns

    Accident rate:

    PT2031 – 130 per million persons

    BAU2031 – 217 per million persons

    CO2 emission:

    NMT2031 – 15.7 million tonnes

    BAU2031– 29.7 million tonnes

  • Technology Strategy

  • Low Carbon comprehensive Mobility Plan,Rajkot 60

    Strategy - Technology

    Technology strategy (2031)Modal share

    vs

    Avg. Trip Length:

    Tech2031 – 3.9 kms

    BAU2031 – 6.5 kms

    Avg. Travel Time:

    Tech2031 – 16 minutes

    BAU2031 – 27 minutes

  • Low Carbon comprehensive Mobility Plan,Rajkot 61

    Strategy - Technology

    Technology strategy (2031)

    BIO-FUEL

    CNG

    ELECTRICITY

    Accident rate:

    Tech2031 – 130 per million persons

    BAU2031 – 217 per million persons

    CO2 emission:

    Tech2031 – 14.6 million tonnes

    BAU2031– 29.7 million tonnes

    20% Reduction inCO2 Emission

  • Low Carbon comprehensive Mobility Plan,Rajkot 62

    Strategy - Technology

    ProjectsProjects Unit

    Unit Cost

    (inCr.)

    Total cost

    (in Cr.)

    2016

    (in Cr.)

    2021

    (in Cr.)

    2031

    (in Cr.)

    Non-Motorized Transport

    Footpath 378 km 0.22/km 84.03 52.15 20 11.88

    Cycle lane 161 km 0.48/km 80.96 51.80 0 29.16

    Public Transport

    Bus requirement

    ST– 675

    Mini – 1443

    0.4

    0.25

    270

    360

    64

    169

    26

    3

    180

    188

    Bus shelter 7240.03/

    shelter21.72 21.72 0 0

    Bus Depot 6 6 36 24 0 12

    BRT 51 km 12/km 612 0 288 324

    Traffic Management

    Junction Improvements 75 0.5 37.5 20 17.5 0

    Signages and road

    markings248 km 0.03/km 7.23 5.23 0 2

    Road works

    New Roads 54 km 1.66/km 358 0 0 358

    River Bridges 2 km 4/km 8 1.6 0.8 5.6

    Street furniture 5.8 4.0 0 1.8

    Street lights 74.6 33.9 25.6 15

    Total Cost (in Crores) 1955.84 447.4 380.9 1127.4

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