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Can Public Transit Affect Private Vehicle Use?
GUANHUA Mu March 17th,2012
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Outline Midterm Review Final Objectives
Analysis of existing stations with new variable data Analysis of service area of stations Conclusion
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Midterm Review From the midterm’s conclusion, there is a relationship between transit stations and non-vehicle families, but these evidences are not strong enough.
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Final Objectives Add some new variables data like: low-income, travel behavior, distance from station. Use more space analysis methods. Try to find a stronger relationship between mass transit and private vehicle use and make some proposals to the current lines.
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Analysis with Data of Public Transit
The places which use public transit are concentrating along the bus and rail line. Skills Aggregating attribute fields Graduated Symbols
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Analysis with Data of Low-Income Families
The low-income families are concentrating along bus line and rail line. Skills Aggregating attribute fields Graduated Symbols
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Analysis of Distance From Stations
The most walking influencing area of transit stations is limited around 1500 meters. Skills Modeling Proximity Analysis Metadata
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Hot-Spot Analysis of Transit Stations
Create the final transit need index through four variables: density of non-vehicle families, %low-income families, %public transit use, distance from transit stations. Skills Hot-Spot Analysis Proximity Analysis
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Hot-Spot Analysis of Transit Stations
We can see the high transit need mostly distributing around transit station within 1 miles. Skills Buffer
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Analyses of Proposed Infill-Stations
From the right figure, there are some uneven distribution of stations in some part of bus line and rail line within high transit need area. Because it is very hard to change railway’s station, so the proposed infill-stations are focus on bus stations in this report.
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Analyses of Proposed Infill-Stations
Add New Stations: 10 bus stations Skills Original Data Metadata
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Analyses of Proposed Infill-Stations
Service Area of originally stations: 300meters 600meters 1000meters Skills Geocoding Network Analyst
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Analyses of Proposed Infill-Stations
Service area of originally stations and new stations: 300meters 600meters 1000meters Skills Geocoding Network Analyst
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Analyses of Proposed Infill-Stations
We can see the road densities which around new stations are mostly the same as that around originally stations. It is necessary to add some new stations in the original bus route, so the line can service more people.
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Conclusion The high transit need mostly distributing around transit station within short distance. It is necessary to add some new stations in the original rapid bus 757 route, so the bus line can service more poor people and non-vehicle families, and encourage more people to use public transit rather than private vehicles.
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Skills Utilized Model
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Skills Utilized Metadata
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Skills Utilized Insert Map Attribute sub-sets selections
Aggregating attribute fields Buffer Geocoding Graduated Symbols Modeling Hot-Spot Analysis Original Data Images Proximity Analysis Metadata Network Analyst
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Data Sources U.S. Census Bureau: 2011 Tiger/Line R Shapefiles ESRI
ESRI Metro Developer U.S. Census Bureau: American FactFinder
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Thanks!
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