Chapter
Apr 26, 2012
Application of Spatial Statistic Analysis in Traffic Bottlenecks
Authors: Wen Yang [email protected], Yali Zhao [email protected], and Liang Ye [email protected]Author Affiliations
Publication: International Conference on Transportation Engineering 2009
Abstract
With the related knowledge of exploratory spatial data analysis (ESDA) based on GIS, this paper analyzed the traffic bottleneck of a study area in a city. Building an adjacency matrix with travel speed as the spatial attribute. The whole distribution status of traffic bottlenecks can be known by the global spatial autocorrelation analysis, and the relation among traffic bottlenecks also can be known by the local spatial autocorrelation analysis. The key section of road which plays an important role in the traffic system can be attained after the significant hypothesis testing, so offering an actual reference to make a reconstruction plan for roads.
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© 2009 American Society of Civil Engineers.
History
Published online: Apr 26, 2012
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ASCE Technical Topics:
- Analysis (by type)
- Data analysis
- Engineering fundamentals
- Geographic information systems
- Geomatics
- Highway and road management
- Highway transportation
- Highways and roads
- Infrastructure
- Mathematics
- Methodology (by type)
- Research methods (by type)
- Spatial analysis
- Spatial data
- Statistics
- Surveying methods
- Traffic analysis
- Traffic congestion
- Traffic engineering
- Traffic management
- Transportation engineering
Authors
Affiliations
School of Transportation Engineering, Tongji University, Cao'an Highway No.4800, Shanghai 201804, China. E-mail: [email protected]
School of Transportation Engineering, Tongji University, Cao'an Highway No.4800, Shanghai 201804, China. E-mail: [email protected]
School of Transportation Engineering, Tongji University, Cao'an Highway No.4800, Shanghai 201804, China. E-mail: [email protected]
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