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Christchurch (NZ) Transport Model
Update – A Moving Feast
Julie Ballantyne
Christchurch
 Largest city in South Island
 Third largest city in NZ
 Population, 425k
 Transport:
 International Airport
 Large Port (inland ports)
 Flat terrain – cycle-friendly
 Bus system (central focus)
 Car travel dominates (>80%)
 4 Stage Model (land use ---> travel)
 Uses:
 Infrastructure/PT system assessments
 Demands for lower tiered models
 Owned by regional/local Govt agencies
 Calibrated to 2006
 4 Stage Models checked every 5 years
 Validation check planned after 2011 (Census)
Christchurch Transportation Model (CTM)
But then…..
 Earthquakes, 2010-2011
 Half roads suffered some damage
 CBD
 Closed, businesses forced to relocate
 Over 1000 buildings (1/3) demolished
 Residential
 Significant damage in east
 Census delayed to 2013
 Rebuild still ongoing
The Project
Check the CTM predictions for 2013 against observed
How is the model performing?
Model inputs:
 Land use from 2013 Census
 Transport network – roads & intersections
 Transport network – bus system
Normally straight-forward but……
The Challenge
 Massive shift in land use distribution
 Roadworks still prevalent in 2013
 2015 hub-and-spoke buses on 2013 network
 Had to work with data available
 Lots of traffic counts –> lots of processing
 Software update => results change
Change to the Landscape - Residential
Waimakariri
Selwyn
Change to the Landscape - Residential
River corridor
Hill suburbs
Change to the Landscape - Business
Change to the Landscape - Business
CBD
Road Network
Road Network – Road Works
Road Network – Road Works
Road Network - Closures
Bus Network
 Bus exchange
 Temporary 2013
 New 2015
 Bus routes:
 Through routes 2013
 Hub-and-spoke 2015
 Change in road directions
Network - 2006
Network - 2013
Network - 2015
Traffic Counts
 Link counts required on screenlines
 Significant amount of data available
 But ….
 Not processed (raw files, not geo-referenced)
 Processing/mapping significant (and tedious) task
 Inconsistent formats – more manual intervention
 Directional discrepancies
Traffic Counts – Lessons
 Never underestimate data processing required
 Model useful tool to check counts
 Significant gaps in screenlines…
 …but no point counting in some areas (road
works/red zones)
 Solution:
 Include factored old counts to complete the
screenlines
Traffic Counts – Mind the Gap
Traffic Counts
Validation - Targets
Validation Data
 Vehicle travel times
 PT Boardings (2015)
 Census Journey-to-Work
 Traffic counts
Model Performance – Travel Times
Model Performance – Travel Times
AM IP PM
Model Performance – PT Boardings
AM – Corridor
by Destination
Model Performance – Counts
Total Vehicles
GEH Criteria AM IP PM ON Daily
% Screenlines with GEH
<5 > 60% 59% 55% 64% 82% 86%
<7.5 > 75% 73% 82% 77% 91% 91%
<10 > 90% 73% 91% 77% 100% 95%
% Links with GEH
<5 >= 65% 52% 66% 49% 82% 68%
<7.5 >= 75% 72% 80% 66% 96% 87%
<10 >= 85% 83% 92% 79% 97% 94%
<12 >= 95% 92% 97% 88% 100% 97%
RMSE 30% 32% 30% 40% 47% 29%
Model Performance – Counts
Model Performance - JTW
Model Performance - JTW
Census JTW Model HBW
Summary
 Significant changes in Christchurch
 Variation in counts – model used to identify
outliers
 The model:
 CTM outputs checked using 2013/15 observed
 CTM performing well
 Next challenge:
 Ongoing monitoring of changing land use patterns

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Christchurch (NZ) Transportation Models Update - A Moving Feast

  • 1. Christchurch (NZ) Transport Model Update – A Moving Feast Julie Ballantyne
  • 2. Christchurch  Largest city in South Island  Third largest city in NZ  Population, 425k  Transport:  International Airport  Large Port (inland ports)  Flat terrain – cycle-friendly  Bus system (central focus)  Car travel dominates (>80%)
  • 3.  4 Stage Model (land use ---> travel)  Uses:  Infrastructure/PT system assessments  Demands for lower tiered models  Owned by regional/local Govt agencies  Calibrated to 2006  4 Stage Models checked every 5 years  Validation check planned after 2011 (Census) Christchurch Transportation Model (CTM)
  • 4. But then…..  Earthquakes, 2010-2011  Half roads suffered some damage  CBD  Closed, businesses forced to relocate  Over 1000 buildings (1/3) demolished  Residential  Significant damage in east  Census delayed to 2013  Rebuild still ongoing
  • 5. The Project Check the CTM predictions for 2013 against observed How is the model performing? Model inputs:  Land use from 2013 Census  Transport network – roads & intersections  Transport network – bus system Normally straight-forward but……
  • 6. The Challenge  Massive shift in land use distribution  Roadworks still prevalent in 2013  2015 hub-and-spoke buses on 2013 network  Had to work with data available  Lots of traffic counts –> lots of processing  Software update => results change
  • 7. Change to the Landscape - Residential Waimakariri Selwyn
  • 8. Change to the Landscape - Residential River corridor Hill suburbs
  • 9. Change to the Landscape - Business
  • 10. Change to the Landscape - Business CBD
  • 12. Road Network – Road Works
  • 13. Road Network – Road Works
  • 14. Road Network - Closures
  • 15. Bus Network  Bus exchange  Temporary 2013  New 2015  Bus routes:  Through routes 2013  Hub-and-spoke 2015  Change in road directions
  • 19. Traffic Counts  Link counts required on screenlines  Significant amount of data available  But ….  Not processed (raw files, not geo-referenced)  Processing/mapping significant (and tedious) task  Inconsistent formats – more manual intervention  Directional discrepancies
  • 20. Traffic Counts – Lessons  Never underestimate data processing required  Model useful tool to check counts
  • 21.  Significant gaps in screenlines…  …but no point counting in some areas (road works/red zones)  Solution:  Include factored old counts to complete the screenlines Traffic Counts – Mind the Gap
  • 24. Validation Data  Vehicle travel times  PT Boardings (2015)  Census Journey-to-Work  Traffic counts
  • 25. Model Performance – Travel Times
  • 26. Model Performance – Travel Times AM IP PM
  • 27. Model Performance – PT Boardings AM – Corridor by Destination
  • 28. Model Performance – Counts Total Vehicles GEH Criteria AM IP PM ON Daily % Screenlines with GEH <5 > 60% 59% 55% 64% 82% 86% <7.5 > 75% 73% 82% 77% 91% 91% <10 > 90% 73% 91% 77% 100% 95% % Links with GEH <5 >= 65% 52% 66% 49% 82% 68% <7.5 >= 75% 72% 80% 66% 96% 87% <10 >= 85% 83% 92% 79% 97% 94% <12 >= 95% 92% 97% 88% 100% 97% RMSE 30% 32% 30% 40% 47% 29%
  • 31. Model Performance - JTW Census JTW Model HBW
  • 32. Summary  Significant changes in Christchurch  Variation in counts – model used to identify outliers  The model:  CTM outputs checked using 2013/15 observed  CTM performing well  Next challenge:  Ongoing monitoring of changing land use patterns

Editor's Notes

  1. Roads – 50000 road surface defects
  2. We were commissioned to check the model Normally relatively straight-forward but….
  3. Client wanted to test 2015 buses in 2013 network
  4. By zone Pop increase 2006-&amp;gt;2013 = 10k Zones with increases, +37k Zones with decreases, -27k
  5. By zone Emp 2006-&amp;gt; 2013 = +3k (206k jobs in 2013) Increases, +41k Decreases, -38k
  6. Employment in CBD 53k in 2006 29k in 2013 Reduction of 24k jobs
  7. TfC (Transport for Christchurch) Orange = site with roadworks Red = site with a road closure April 2016
  8. 14 road closures in CBD (as of April 2016) July 2016 174 roadworks sites and 18 closures in CBD
  9. One way east-west pairs with Tuam St operating two-way in between Pink = bus exchange Notice buildings in the city centre
  10. Quite an empty CBD in 2013 Bus exchange shifted one block west and south One way pairs unchanged
  11. 2015 Bus exchange shifted one block east Lichfield St (north) now local access only and Tuam St changed from two to one way operation
  12. 900 ECO files for ChCh City – duplicates
  13. Red = counts from 2012 to 2014 Blue = counts from 2003 to 2007 that have been globally factored to fill in the gaps in the screenlines Green – new counts that are not on screenlines
  14. Route CC2 = red route running from east-to-west south of City
  15. Route CC2 = red route running from east-to-west south of City Inbound = eastbound Issue on one day, speed over one section dropped from 35kph to less than 5kph. Probably roadworks
  16. Graphic based on corridor by DESTINATION of bus
  17. Daily total vehicles (lights + heavies) GEH Green, less than 5 Orange, 5-7.5 Red 7.5-12 Black &amp;gt; 12
  18. Proportions, destinations