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Bus Rapid Transit + Transit Oriented Development = BRT-OD?!

!   Presented at Transforming Transportation 2014!
!   Eric Vergel-Tovar!
!   University of North Carolina at Chapel Hill!

Transforming Transportation 2014!
Bus Rapid Transit
BRT
Transit oriented
development TOD

+

= BRT-OD?

TRANSFORMING TRANSPORTATION 2014
Session: Future Leaders in Sustainable Transportation

Erik Vergel-Tovar - PhD student UNC-CH
Research Fellow EMBARQ India

© IPPUC (2011)
Latin America

Asia

world leader on BRT… emerging leader on BRT
8,165,822 passengers per day

19,542,283 passengers per day

85 BRT

49 BRT
53%

20 BRT
Asia

7 BRT

7 BRT

1970s

1980s

33%

Latin America
Europe/North
America/Africa/
Oceania

1990s

2000s

2010s
© www.brtdata.org (2014)
New view of transit capacity
Passengers / hour direction

Bus Rapid Transit – BRT

3,000 6,000
Bus

© Vergel (2011)

LRT

12,000

25,000

45,000
Metro

Source: Bud Rapid transit: a review of recent advances (Lloyd Wright, 2012)
CURITIBA
Brazil 1974
© Vergel (2011)

BOGOTA
Colombia 2000
© Vergel (2011)

QUITO
Ecuador 1996
© Vergel (2011)

Ahmedabad
India 2009

Source:	
  Vergel	
  (2011)	
  
© Vergel (2013)
Indore
India 2013

© Latheef (2013)
Transit Oriented Development

TOD

Arlington – Virginia USA

Source: http://sites.arlingtonva.us/rosslynsector/about/planning-in-arlington/
Transit Oriented Development

TOD
Curitiba – Brazil
© IPPUC (2011)
© Vergel (2012)

LAND USE AND
TRANSPORTATION
INTEGRATION?
METHODOLOGY
BRT Stop Jardim Botanico
Curitiba (Brazil)

Block
Quito	
  
Guayaquil	
  

Bogota	
  

Goiânia	
  
Sao	
  Paulo	
  
Curi=ba	
  

Segment
BRT Stop
(buffer area)
© Rodriguez, Vergel (2012)
© Rodriguez, Vergel (2012)
METHODS FACTOR ANALYSIS
Built
Environment
raw variables

X1……...X38 F1...Fk

X1……...X38

• 
• 
• 
• 
• 
• 
• 
• 
• 

O1
Land Use
.
Building Heights .
Density
.
Development
.
Building heights .
.
Public Space
.
Housing
.
Parking
O82

Sidewalks

Data matrix

O1
.
.
.
.
.
.
.
.
O82

Data matrix

Built
Environment
FACTORS
Factor
Factor
Factor
Factor
Latin
America Factor
Factor
Factor
Factor
Factor

1
2
3
4
5
6
7
8
9

India

© Rodriguez, Vergel (2012)
© Rodriguez, Vergel (2012)
METHODS CLUSTER ANALYSIS
BRT STOP TYPOLOGY CONCEPT
BRT
STOP
Type 1

BRT
STOP
Type 2

BRT
STOP
Type 3

BRT
STOP
Type 4

BRT CORRIDOR

BRT CORRIDOR

BRT CORRIDOR

BRT CORRIDOR
© Rodriguez, Vergel (2012)
BRT TYPOLOGY LATIN AMERICA
1 (n=17)

2 (n=1)

Mean
Factor1
Factor2
Factor4
Factor5
Institutional
BRTO land use
Pop density

-0.29
-0.46
-0.58
0.70
0.71
-0.81
-0.15

6 (n=11)

Factor1
Factor2
Factor4
Factor5
Institutional
BRTO land use
Pop density

1.87
-2.41
-0.82
0.01
4.63
-1.20
-0.31

Factor1
Factor2
Factor4
Factor5
Institutional
BRTO land use
Pop density

	
  
© Rodriguez, Vergel (2012)

Factor1
Factor2
Factor4
Factor5
Institutional
BRTO land use
Pop density

0.23
-0.25
0.06
-0.46
-0.46
-0.62
0.73

Factor1
Factor2
Factor4
Factor5
Institutional
BRTO land use
Pop density

Factor1
Factor2
Factor4
Factor5
Institutional
BRTO land use
Pop density

Mean
0.15
0.17
0.06
0.24
-0.58
-0.33
0.33

9 (n=5)

Mean
-0.62
-1.05
-0.77
-0.52
-0.52
0.50
-0.84

5 (n=2)

Mean

8 (n=16)

Mean
-0.39
-0.55
-0.39
-0.50
-0.72
-0.07
-0.76

4 (n=12)

Mean

7 (n=5)

Mean
Factor1
Factor2
Factor4
Factor5
Institutional
BRTO land use
Pop density

3 (n=7)

Mean

Factor1
Factor2
Factor4
Factor5
Institutional
BRTO land use
Pop density

10 (n=5)

Mean
-0.08
0.84
0.46
0.54
0.17
1.29
-0.16

Factor1
Factor2
Factor4
Factor5
Institutional
BRTO land use
Pop density

4.57
0.52
-0.16
0.33
-0.26
-0.48
2.53

Mean
0.10
1.63
-0.40
-1.35
-0.25
0.13
1.00

Factor1
Factor2
Factor4
Factor5
Institutional
BRTO land use
Pop density

-0.15
-0.51
2.65
-0.75
0.81
0.48
-0.26
corr
idor

100%
75%
50%
25%
0%
2

3

4

% seg 2-lanes

• 
• 
• 
• 
• 

5

6

7

8

% seg 3-lanes

9

10

11

12

BRT

1

% seg-peds

12 BRT STOPS
1,114 Segments visited
92.83 segments/BRT stop
316 Blocks visited
26.33 blocks/BRT stop

G.P.O.
BRT Stop

1.00
0.75
0.50
0.25
0.00
1

2

3

4

5

BRT-oriented land uses

6

7

8

9

10

11

BRT unsupportive land uses

12

BRT
Indore
100%
75%

Ramapir No Tekra
BRT Stop

50%
25%
0%
1

2

3

4

5

6

7

8

9

% seg 2-lanes

• 
• 
• 
• 
• 

10

11

12

13

14

% seg 3-lanes

15

16

17

18

19

20

21

% seg-peds

21 BRT STOPS
3,630 Segments visited
172.86 segments/BRT stop
710 Blocks visited
33.81 blocks/BRT stop

BRT
Ahmedabad

1.4
1.2
1
0.8
0.6
0.4
0.2
0

BRT
1

2

3

4

5

6

7

8

9

BRT-oriented land uses

10

11

12

13

14

15

16

17

18

19

BRT unsupportive land uses

20

21

or
orrid
c
BRT TYPOLOGY

1 (n=1)
BRT-OD LU
Green spaces and parks
Entropy
Segment density
Average block size
Sidewalks

	
  

2 (n=1)

-2.01
-0.69
-0.08
-0.95
1.17
-0.45

	
  

	
  

	
  

	
  

	
  

	
  

BRT-OD LU
Green spaces and parks
Entropy
Segment density
Average block size
Sidewalks

	
  

	
  

	
  

BRT-OD LU
Green spaces and parks
Entropy
Segment density
Average block size
Sidewalks

	
  

	
  

BRT-OD LU
Green spaces and parks
Entropy
Segment density
Average block size
Sidewalks

0.06
1.14
-0.61
-0.62
-0.10
0.19

	
  

	
  

	
  

BRT-OD LU
Green spaces and parks
Entropy
Segment density
Average block size
Sidewalks

	
  

	
  

BRT-OD LU
Green spaces and parks
Entropy
Segment density
Average block size
Sidewalks

5 (n=1)

1.47
-1.04
0.56
0.37
0.01
0.97

	
  

	
  

	
  

BRT-OD LU
Green spaces and parks
Entropy
Segment density
Average block size
Sidewalks

	
  

	
  

BRT-OD LU
Green spaces and parks
Entropy
Segment density
Average block size
Sidewalks

1.38
0.13
0.45
0.59
0.81
0.53

	
  

10 (n=3)
0.76
-0.21
1.09
-0.51
-0.07
0.26

-0.34
-1.01
-1.20
0.44
0.76
-1.04

	
  

	
  

14 (n=1)
0.64
-0.07
-0.82
-0.64
-0.12
-0.02

BRT-OD LU
Green spaces and parks
Entropy
Segment density
Average block size
Sidewalks

	
  

9 (n=2)
-0.94
-0.47
0.19
-1.35
2.78
1.50

13 (n=2)
0.23
0.39
-0.16
2.27
-1.11
-0.86

4 (n=3)

BRT-OD LU
Green spaces and parks
Entropy
Segment density
Average block size
Sidewalks

	
  

8 (n=2)
-0.13
0.43
-0.07
-0.30
-0.41
0.34

12 (n=2)
0.08
-0.58
1.24
1.51
-1.03
-0.80

BRT-OD LU
Green spaces and parks
Entropy
Segment density
Average block size
Sidewalks

	
  

7 (n=7)
-1.79
-0.09
0.76
-0.89
0.37
-0.71

11 (n=2)
BRT-OD LU
Green spaces and parks
Entropy
Segment density
Average block size
Sidewalks

3 (n=3)

-1.67
0.10
0.23
-0.34
-0.74
-0.81

	
  

6 (n=2)
BRT-OD LU
Green spaces and parks
Entropy
Segment density
Average block size
Sidewalks

BRT-OD LU
Green spaces and parks
Entropy
Segment density
Average block size
Sidewalks

INDIA

15 (n=1)
0.89
-1.22
-1.53
0.73
-1.16
-1.45

	
  

	
  

BRT-OD LU
Green spaces and parks
Entropy
Segment density
Average block size
Sidewalks

0.82
3.46
0.57
0.72
-0.91
0.73

	
  

	
  
MR – 9

2013

Shalimar Township

BRT

Vijay Nagar

MR – 9

2009
INDORE
2013

BRT
AHMEDABAD

Sola Cross Roads

ISKON Mandir

Shastrinagar

2008
BRT STOP
TYPE 15
INDIA
“There is affordable housing at Sola Road, Paresnagar, Shastrinagar,
Pratrinagar, these areas, this stretch was built almost 20 years back,
more than 20 or 25 years back, which was public housing built by the
government” (Land use planner)
BRT-­‐OD	
  LU	
  consolidated	
  
and	
  connected	
  
Green	
  spaces	
  and	
  parks	
  
Entropy	
  
Segment	
  density	
  

0.82

3.46

0.57
0.72

Average	
  block	
  size	
  

-0.91

Sidewalks	
  

BRT
STOP
SHASTRINAGAR

0.73

Mean Values (factors and std variables)

AHMEDABAD
BRT STOP
TYPE 8
INDIA

BRT-­‐OD	
  LU	
  consolidated	
  and	
  connected	
  

-­‐0.94	
  
-­‐0.47	
  

Green	
  spaces	
  and	
  parks	
  

Entropy	
  
-­‐1.35	
  

0.19	
  

Segment	
  density	
  

Sidewalks	
  

BRTS STOP
ISKON MANDIR
AHMEDABAD

2.78	
  

Average	
  block	
  size	
  

“Just in front of ISKON Mandir BRT stop one
commercial development is being demolished for
a commercial redevelopment” (developer)

1.50	
  
BRT

Indian cities are in transition
Latin America is giving us lessons

BRT-OD

What is the “T” in TOD?

Development/Redevelopment
Public Space and Affordable Housing
It is out there!
Let’s collect it!
© Vergel (2013)

DATA

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Bus Rapid Transit plus Transit Oriented Development - BRT-OD - Erik Vergel-Tovar - UNC Chapel Hill

  • 1. Bus Rapid Transit + Transit Oriented Development = BRT-OD?! !   Presented at Transforming Transportation 2014! !   Eric Vergel-Tovar! !   University of North Carolina at Chapel Hill! Transforming Transportation 2014!
  • 2. Bus Rapid Transit BRT Transit oriented development TOD + = BRT-OD? TRANSFORMING TRANSPORTATION 2014 Session: Future Leaders in Sustainable Transportation Erik Vergel-Tovar - PhD student UNC-CH Research Fellow EMBARQ India © IPPUC (2011)
  • 3. Latin America Asia world leader on BRT… emerging leader on BRT 8,165,822 passengers per day 19,542,283 passengers per day 85 BRT 49 BRT 53% 20 BRT Asia 7 BRT 7 BRT 1970s 1980s 33% Latin America Europe/North America/Africa/ Oceania 1990s 2000s 2010s © www.brtdata.org (2014)
  • 4. New view of transit capacity Passengers / hour direction Bus Rapid Transit – BRT 3,000 6,000 Bus © Vergel (2011) LRT 12,000 25,000 45,000 Metro Source: Bud Rapid transit: a review of recent advances (Lloyd Wright, 2012)
  • 5. CURITIBA Brazil 1974 © Vergel (2011) BOGOTA Colombia 2000 © Vergel (2011) QUITO Ecuador 1996 © Vergel (2011) Ahmedabad India 2009 Source:  Vergel  (2011)   © Vergel (2013)
  • 7. Transit Oriented Development TOD Arlington – Virginia USA Source: http://sites.arlingtonva.us/rosslynsector/about/planning-in-arlington/
  • 8. Transit Oriented Development TOD Curitiba – Brazil © IPPUC (2011)
  • 9. © Vergel (2012) LAND USE AND TRANSPORTATION INTEGRATION?
  • 10. METHODOLOGY BRT Stop Jardim Botanico Curitiba (Brazil) Block Quito   Guayaquil   Bogota   Goiânia   Sao  Paulo   Curi=ba   Segment BRT Stop (buffer area) © Rodriguez, Vergel (2012) © Rodriguez, Vergel (2012)
  • 11. METHODS FACTOR ANALYSIS Built Environment raw variables X1……...X38 F1...Fk X1……...X38 •  •  •  •  •  •  •  •  •  O1 Land Use . Building Heights . Density . Development . Building heights . . Public Space . Housing . Parking O82 Sidewalks Data matrix O1 . . . . . . . . O82 Data matrix Built Environment FACTORS Factor Factor Factor Factor Latin America Factor Factor Factor Factor Factor 1 2 3 4 5 6 7 8 9 India © Rodriguez, Vergel (2012) © Rodriguez, Vergel (2012)
  • 12. METHODS CLUSTER ANALYSIS BRT STOP TYPOLOGY CONCEPT BRT STOP Type 1 BRT STOP Type 2 BRT STOP Type 3 BRT STOP Type 4 BRT CORRIDOR BRT CORRIDOR BRT CORRIDOR BRT CORRIDOR © Rodriguez, Vergel (2012)
  • 13. BRT TYPOLOGY LATIN AMERICA 1 (n=17) 2 (n=1) Mean Factor1 Factor2 Factor4 Factor5 Institutional BRTO land use Pop density -0.29 -0.46 -0.58 0.70 0.71 -0.81 -0.15 6 (n=11) Factor1 Factor2 Factor4 Factor5 Institutional BRTO land use Pop density 1.87 -2.41 -0.82 0.01 4.63 -1.20 -0.31 Factor1 Factor2 Factor4 Factor5 Institutional BRTO land use Pop density   © Rodriguez, Vergel (2012) Factor1 Factor2 Factor4 Factor5 Institutional BRTO land use Pop density 0.23 -0.25 0.06 -0.46 -0.46 -0.62 0.73 Factor1 Factor2 Factor4 Factor5 Institutional BRTO land use Pop density Factor1 Factor2 Factor4 Factor5 Institutional BRTO land use Pop density Mean 0.15 0.17 0.06 0.24 -0.58 -0.33 0.33 9 (n=5) Mean -0.62 -1.05 -0.77 -0.52 -0.52 0.50 -0.84 5 (n=2) Mean 8 (n=16) Mean -0.39 -0.55 -0.39 -0.50 -0.72 -0.07 -0.76 4 (n=12) Mean 7 (n=5) Mean Factor1 Factor2 Factor4 Factor5 Institutional BRTO land use Pop density 3 (n=7) Mean Factor1 Factor2 Factor4 Factor5 Institutional BRTO land use Pop density 10 (n=5) Mean -0.08 0.84 0.46 0.54 0.17 1.29 -0.16 Factor1 Factor2 Factor4 Factor5 Institutional BRTO land use Pop density 4.57 0.52 -0.16 0.33 -0.26 -0.48 2.53 Mean 0.10 1.63 -0.40 -1.35 -0.25 0.13 1.00 Factor1 Factor2 Factor4 Factor5 Institutional BRTO land use Pop density -0.15 -0.51 2.65 -0.75 0.81 0.48 -0.26
  • 14. corr idor 100% 75% 50% 25% 0% 2 3 4 % seg 2-lanes •  •  •  •  •  5 6 7 8 % seg 3-lanes 9 10 11 12 BRT 1 % seg-peds 12 BRT STOPS 1,114 Segments visited 92.83 segments/BRT stop 316 Blocks visited 26.33 blocks/BRT stop G.P.O. BRT Stop 1.00 0.75 0.50 0.25 0.00 1 2 3 4 5 BRT-oriented land uses 6 7 8 9 10 11 BRT unsupportive land uses 12 BRT Indore
  • 15. 100% 75% Ramapir No Tekra BRT Stop 50% 25% 0% 1 2 3 4 5 6 7 8 9 % seg 2-lanes •  •  •  •  •  10 11 12 13 14 % seg 3-lanes 15 16 17 18 19 20 21 % seg-peds 21 BRT STOPS 3,630 Segments visited 172.86 segments/BRT stop 710 Blocks visited 33.81 blocks/BRT stop BRT Ahmedabad 1.4 1.2 1 0.8 0.6 0.4 0.2 0 BRT 1 2 3 4 5 6 7 8 9 BRT-oriented land uses 10 11 12 13 14 15 16 17 18 19 BRT unsupportive land uses 20 21 or orrid c
  • 16. BRT TYPOLOGY 1 (n=1) BRT-OD LU Green spaces and parks Entropy Segment density Average block size Sidewalks   2 (n=1) -2.01 -0.69 -0.08 -0.95 1.17 -0.45             BRT-OD LU Green spaces and parks Entropy Segment density Average block size Sidewalks       BRT-OD LU Green spaces and parks Entropy Segment density Average block size Sidewalks     BRT-OD LU Green spaces and parks Entropy Segment density Average block size Sidewalks 0.06 1.14 -0.61 -0.62 -0.10 0.19       BRT-OD LU Green spaces and parks Entropy Segment density Average block size Sidewalks     BRT-OD LU Green spaces and parks Entropy Segment density Average block size Sidewalks 5 (n=1) 1.47 -1.04 0.56 0.37 0.01 0.97       BRT-OD LU Green spaces and parks Entropy Segment density Average block size Sidewalks     BRT-OD LU Green spaces and parks Entropy Segment density Average block size Sidewalks 1.38 0.13 0.45 0.59 0.81 0.53   10 (n=3) 0.76 -0.21 1.09 -0.51 -0.07 0.26 -0.34 -1.01 -1.20 0.44 0.76 -1.04     14 (n=1) 0.64 -0.07 -0.82 -0.64 -0.12 -0.02 BRT-OD LU Green spaces and parks Entropy Segment density Average block size Sidewalks   9 (n=2) -0.94 -0.47 0.19 -1.35 2.78 1.50 13 (n=2) 0.23 0.39 -0.16 2.27 -1.11 -0.86 4 (n=3) BRT-OD LU Green spaces and parks Entropy Segment density Average block size Sidewalks   8 (n=2) -0.13 0.43 -0.07 -0.30 -0.41 0.34 12 (n=2) 0.08 -0.58 1.24 1.51 -1.03 -0.80 BRT-OD LU Green spaces and parks Entropy Segment density Average block size Sidewalks   7 (n=7) -1.79 -0.09 0.76 -0.89 0.37 -0.71 11 (n=2) BRT-OD LU Green spaces and parks Entropy Segment density Average block size Sidewalks 3 (n=3) -1.67 0.10 0.23 -0.34 -0.74 -0.81   6 (n=2) BRT-OD LU Green spaces and parks Entropy Segment density Average block size Sidewalks BRT-OD LU Green spaces and parks Entropy Segment density Average block size Sidewalks INDIA 15 (n=1) 0.89 -1.22 -1.53 0.73 -1.16 -1.45     BRT-OD LU Green spaces and parks Entropy Segment density Average block size Sidewalks 0.82 3.46 0.57 0.72 -0.91 0.73    
  • 17. MR – 9 2013 Shalimar Township BRT Vijay Nagar MR – 9 2009 INDORE
  • 18. 2013 BRT AHMEDABAD Sola Cross Roads ISKON Mandir Shastrinagar 2008
  • 19. BRT STOP TYPE 15 INDIA “There is affordable housing at Sola Road, Paresnagar, Shastrinagar, Pratrinagar, these areas, this stretch was built almost 20 years back, more than 20 or 25 years back, which was public housing built by the government” (Land use planner) BRT-­‐OD  LU  consolidated   and  connected   Green  spaces  and  parks   Entropy   Segment  density   0.82 3.46 0.57 0.72 Average  block  size   -0.91 Sidewalks   BRT STOP SHASTRINAGAR 0.73 Mean Values (factors and std variables) AHMEDABAD
  • 20. BRT STOP TYPE 8 INDIA BRT-­‐OD  LU  consolidated  and  connected   -­‐0.94   -­‐0.47   Green  spaces  and  parks   Entropy   -­‐1.35   0.19   Segment  density   Sidewalks   BRTS STOP ISKON MANDIR AHMEDABAD 2.78   Average  block  size   “Just in front of ISKON Mandir BRT stop one commercial development is being demolished for a commercial redevelopment” (developer) 1.50  
  • 21. BRT Indian cities are in transition Latin America is giving us lessons BRT-OD What is the “T” in TOD? Development/Redevelopment Public Space and Affordable Housing It is out there! Let’s collect it! © Vergel (2013) DATA