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Atizapan – El Rosario Light Rail Transit Atizapan – El Rosario Light Rail Transit
Demand StudyDemand Study
22-24 October 2003
17th International EMME/2 UGM
Calgary, Alberta, Canada
Sergio A. Lugo Serrato
2
Atizapan – El Rosario Light Rail Transit Demand Study
Corridor CharacteristicsCorridor Characteristics
• LRT Line Length: 12 km
• Population in Corridor: 815,000
• Existing Transit Routes in Corridor: 50+
• Corridor Transit Demand: 392,000 daily passengers
T L A L P A N
M IL P A A L T A
A M E C A M E C A
T L A L M A N A L C O
C H A L C O
IX T A P A L U C A
T E X C O C O
T E P E T L A O X T O C
O T U M B AT E O T IH U A C A N
S . M . D E L A S P IR A M ID E S
E C A T E P E C
G . A . M .
C U A U H .
M . H .
N A U C A L P A N
H U IX Q U IL U C A N
N I C O L AS R O M E R O
T E P O T Z O T L A N
H U E H U E T O C A
Z U M P A N G O
C O Y O T E P E C
N E X T L A L P A N
T E C A M A C
X O C H IM IL C OM . C O N T R E R A S
A . O .
C U A J IM A L P A
B . J .
IZ T A P A L A P A
T L A H U A C
V . D E C H A L C O S .
P A Z L A
C H IM A L H U A C A N
A T E N C O
T L AL N E P AN T L AAT I Z AP AN
C U A U T IT L A N I .
T U L T IT L A N
C O A C A L C OT U L T E P E C
V . C .
C O Y O A C A N
N E Z A H .
A C O L M A N
IZ T A C .
A Z C A P O T .
T E O L O Y U C A N
CORREDOR AT IZ APAN-ROSARIO
C H IA U T L A
M E L C H O R O C A M P O
T U L T IT L A NC U A U T IT L A N
0 10 20 30
K ilometers
Corridor AnalysisTransit in Mexico CityIntroduction LRT Demand Conclusions
$
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TE P OTZOTLAN
A T I Z A P A N
C U A U TITLA N I.
A Z C A P O T .
T L A L N E P A N T L A
TU LTITLA N
C U A U TITLA N IZC A LLI
N A U C A LPA N
N I C O L A S R O M E R O
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0 3 6 9
Kilometers
DE
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SAN ISIDRO TECP
CHALMA LA VILLA
G. A . MA D ER O
NICOLAS ROMERO
VA
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BARRIENTOS LAGO
VIA JOSE LOPEZ
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3
Atizapan – El Rosario Light Rail Transit Demand Study
Study OverviewStudy Overview
Objectives• Estimate data to determine sizing and route
of LRT
• Estimate social benefits and fee income
Methodology
Results• Transit Corridor Analysis
• Demand Characterization
• LRT Demand
• Social benefits estimation
• Revenue estimation
Demand Analysis
Supply
Primary Information
Secondary Information
Demand
VOT: Mode Selection Model
CorridorAnalysis
RidershipEstimation
Social Benefits Estimation
Corridor AnalysisTransit in Mexico CityIntroduction LRT Demand Conclusions
4
Atizapan – El Rosario Light Rail Transit Demand Study
Mexico City OverviewMexico City Overview
Population• 20 Million
• Annual Growth Rate 1.6%
Registered Vehicles• 3.9 Million
• 4% are transit vehicles
Trips• 29 Million daily
• 5.5 Million in 2hr peak period
• 81.7% use transit
NICOLAS ROMERO
ECATEPEC
NAUCALPAN
HUIXQUILUCAN
ATENCO
CUAUTITLAN IZCALLI
GUSTAVO A. MADERO
ATIZAPAN
TLALNEPANTLA
NEZAHUALCOYOTL
TULTITLAN
CHIMALHUACAN
MIGUEL HIDALGO
COACALCO
VENUSTIANO CARRANZA
AZCAPOTZALCO
CUAUHTEMOC
BENITO JUAREZ
IZTACALCO
TEZOYUCA
0 2 4 6
K ilometers
Map KeyMetro L ine 1
Metro L ine 2
Metro L ine 3
Metro L ine 4
Metro L ine 5
Metro L ine 6
Metro L ine 7
Metro L ine 8
Metro L ine 9
Metro L ine A
Metro L ine B
Atizapan - El Rosario LR T
Corridor AnalysisTransit in Mexico CityIntroduction LRT Demand Conclusions
5
Atizapan – El Rosario Light Rail Transit Demand Study
Transit in Mexico CityTransit in Mexico City
Mode Share• 58% Low capacity transit
• 18% Private transportation
• 14% Metro (subway) and LRT
• 7% Buses
• 3% Suburban
Metro Statistics• 4.2 Million daily passengers
• 175 Stations, 11 Lines
• 3 Lines account for 65% of all passengers
Corridor AnalysisTransit in Mexico CityIntroduction LRT Demand Conclusions
6
Atizapan – El Rosario Light Rail Transit Demand Study
Corridor CharacteristicsCorridor Characteristics
Population• 815,000 inhabitants
in direct LRT access area
• Nicolas Romero and Atizapán are low – medium income residential areas.
• Annual growth rates are between 0.50 and 2.80%.
Employment• 125,000
employments in direct LRT access area
• Tlalnepantla is one of the most industrial areas in MCMA
M A P K E Y
Zones, Project Area
Municipalities
Project Area
Metro Stations
Main highways
LRT Route
Corridor AnalysisTransit in Mexico CityIntroduction LRT Demand Conclusions
7
Atizapan – El Rosario Light Rail Transit Demand Study
Population and Employment DensityPopulation and Employment Density
M A P K E Y
Population/km2
0 to 2,500 2,501 to 5,000 5,001 to 10,00010,001 to 15,000 15,001 to 20,00020,001 to 30,00030,001 to 60,000No data
inhabitants
Population
M A P K E Y
Employments/km2
0 a 100 101 a 200 201 a 400 401 a 600 601 a 1,000 1,001 a 5,000 5,000 a 10,000 10,001 a 15,000 W/o data
Inhabitants
Employment
Corridor AnalysisTransit in Mexico CityIntroduction LRT Demand Conclusions
8
Atizapan – El Rosario Light Rail Transit Demand Study
..Corridor Traffic CharacteristicsCorridor Traffic Characteristics
Private Transportation• Only one main road
gives access to corridor
• Blvd. Lopez Mateos has 3 lanes each direction, while feeder roads are one lane each direction
• 30,000 vehicles use corridor daily
• 50% are transit vehicles
NICOLAS ROMERO
ECATEPEC
NAUCALPAN
JILOTZINGO
GUSTAVO A. MADERO
ATIZAPAN
TLALNEPANTLA
TULTITLAN
MIGUEL HIDALGO
COACALCO
VENUSTIANO CARRANZA
AZCAPOTZALCO
CUAUHTEMOC0 2 4 6
K ilometers
Map KeyMetro L ine 1Metro L ine 2Metro L ine 3Metro L ine 4Metro L ine 5Metro L ine 6Metro L ine 7Metro L ine 8Metro L ine 9Metro L ine AMetro L ine BTren L igero
Corridor AnalysisTransit in Mexico CityIntroduction LRT Demand Conclusions
9
Atizapan – El Rosario Light Rail Transit Demand Study
Corridor Transit CharacteristicsCorridor Transit Characteristics
Transit Vehicles• Peak periods are identified at 7-8 AM and 7-8 PM with (AM 1,385 transit vehicles; PM 1,260
vehicles)
• 39% of these are microbuses (24 seated, 16 standing capacity)
• 32% Buses (40 seating, 40 standing)
• 29% Combis/Vans (12 seated, no standing)
39.6%
31.8%
28.6%
Combi/Van Autobuses Microbuses
Transit Vehicle Survey
664
1,385
1,048
1,2571,184
613
500
700
900
1100
1300
1500
06 07 08 09 10 11 12 13 14 15 16 17 18 19 20 21
Hour
Veh
icle
s
Alamedas
Corridor AnalysisTransit in Mexico CityIntroduction LRT Demand Conclusions
10
Atizapan – El Rosario Light Rail Transit Demand Study
Corridor Transit CharacteristicsCorridor Transit Characteristics
Transit Observed Demand• Demand peak periods are identified between 7-9 AM and 7-8 PM
• 62% of these trips are HB work related, 27% are shopping or school related, and 11% are non-HB work related
• 58% of these passengers have a low income, 38% average and, 4% high
• Most of the day, demand is below capacity offered by transit operators
Pax vs. Available Seats (Atiz - DF)
16,312
5,068
8,424
2,000
4,000
6,000
8,000
10,000
12,000
14,000
16,000
18,000
20,000
06: 07: 08: 09: 10: 11: 12: 13: 14: 15: 16: 17: 18: 19: 20: 21:
Hour
Pax Seats
Pax vs. Available Seats (DF - Atiz)
8,369
6,109
19,650
2,000
4,000
6,000
8,000
10,000
12,000
14,000
16,000
18,000
20,000
06: 07: 08: 09: 10: 11: 12: 13: 14: 15: 16: 17: 18: 19: 20: 21:
Hour
Pax Seats
Corridor AnalysisTransit in Mexico CityIntroduction LRT Demand Conclusions
11
Atizapan – El Rosario Light Rail Transit Demand Study
OD Trip DistributionOD Trip Distribution
Trip Patterns• Most the trips in the
morning exit the project area for jobs in Mexico City, PM passengers return home at night
Major Generation Points• Progreso
• San Pedro
• Atizapán
Major Attraction Points• Tlalnepantla
• Satelite
• Naucalpan
• AtizapánTrip Generation
Trip Attraction
Corridor AnalysisTransit in Mexico CityIntroduction LRT Demand Conclusions
12
Atizapan – El Rosario Light Rail Transit Demand Study
Stated Preference SurveyStated Preference Survey
Utility Function Parameters• IVTT in minutes on board a bus, microbus or combi/van
• IVTT in minutes on board new LRT
• IVTT in minutes on board Metro (subway) system
• Fare in pesos from true OD
• Boardings number of boardings made from O-D
Findings• Passengers value more time on bus than in Metro
• LRT is seen as a better mode than bus and Metro
• All demand segments are very sensible to the number of boardings made during their trip
• These functions were used in a transit mode choice logit model
U = A (tbus) + B (tLRT) + C (tmetro) + D (fare) + E(boardings)
Corridor AnalysisTransit in Mexico CityIntroduction LRT Demand Conclusions
13
Atizapan – El Rosario Light Rail Transit Demand Study
LRT ridership (Route Ixtacala)LRT ridership (Route Ixtacala)
No Integration Scenario• 12,660 pax/hour
• 161,000 pax/day
• US$0.50 fee
• Existing routes competing with new LRT
Total Integration Scenario
• 26,580 pax/hour
• 356,200 pax/day
• US$0.50 fee
• No existing routes competing with new LRT
Corridor AnalysisTransit in Mexico CityIntroduction LRT Demand Conclusions
14
Atizapan – El Rosario Light Rail Transit Demand Study
LRT ridership (Route Juarez)LRT ridership (Route Juarez)
No Integration Scenario• 13,960 pax/hour
• 178,000 pax/day
• US$0.50 fee
• Existing routes competing with new LRT
Total Integration Scenario
• 30,417 pax/hour
• 392,800 pax/day
• US$0.50 fee
• No existing routes competing with new LRT
• 10% increase from other route
Corridor AnalysisTransit in Mexico CityIntroduction LRT Demand Conclusions
15
Atizapan – El Rosario Light Rail Transit Demand Study
LRT boarding and alightingLRT boarding and alighting
Findings• Most of the LRT are part of longer trip.
• Initial boardings are made at Progreso and San Pedro, XX miles away from initial LRT Station.
• Alightings are made at Tlalnepantla, either for jobs there or for connections with other transit routes.
Corridor AnalysisTransit in Mexico CityIntroduction LRT Demand Conclusions
16
Atizapan – El Rosario Light Rail Transit Demand Study
Sensitivity Analysis and Time SavingsSensitivity Analysis and Time Savings
Sensitivity Analysis• Fare of US$0.50 maximizes revenue for LRT
operator.
• Price Elasticity of Demand is 0.85 at a fare of US$0.50.
Time Savings• Time savings for the no-integration scenario
are 8,311 man-hours during the AM peak hour.
• These savings represent US$ 16.5 Million a year.
• For the total integration scenario, savings sum up to US$ 29.9 Million a year.
50
75
100
125
150
175
200
225
250
2 5 7 10Fee (pesos)
Dai
ly P
ax(t
hous
ands
)
$200
$300
$400
$500
$600
$700
$800
$900
$1,000
Daily R
evenue(thousands of pesos)
Ridership Revenue
Corridor AnalysisTransit in Mexico CityIntroduction LRT Demand Conclusions
17
Atizapan – El Rosario Light Rail Transit Demand Study
Demand ForecastDemand Forecast
Forecast• 2 scenarios were
developed, population growth rates and population growth rates plus increase in VOT.
• From 177,000 daily passengers estimated for 2002, in 2013 are expected 201,000 and in 2028 230,000.
184,249
195,131
205,373
215,070
186,552
202,448
218,209
233,889229,573
224,295
257,421
177,366
249,529
170,000
180,000
190,000
200,000
210,000
220,000
230,000
240,000
250,000
260,000
1998 2003 2008 2013 2018 2023 2028
Year
Dai
ly P
ax
Population Growth Population Growth + VOT
Corridor AnalysisTransit in Mexico CityIntroduction LRT Demand Conclusions
18
Atizapan – El Rosario Light Rail Transit Demand Study
ConclusionsConclusions
Existing Conditions• Frequencies offered by transit operators exceed demand requirements,
causing delays to other traffic that share corridor.
• Existing transit demand for the corridor equals 392,000 daily passengers.
• Lack of route structure and organization increases congestion and travel time unreliability.
LRT Results• Estimated ridership for new LRT is 177,000 daily passengers (45% of total
potential demand).
• If transit route integration is achieved, demand would increase 353,000.
• Expected annual revenue for the no-integration is US$ 30 Million.
Project Status• Project is on funding stage
Corridor AnalysisTransit in Mexico CityIntroduction LRT Demand Conclusions