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Non-linear associations between the urban built environment and commuting modal split : a random forest approach and SHAP evaluation
Title
Non-linear associations between the urban built environment and commuting modal split : a random forest approach and SHAP evaluation
Author
Thill, Jean-Claude, Hatami, Faizeh, Rahman, Md. Mokhlesur, Nikparvar, Behnam
Date Created
2023
Subjects--Topical
Commuting, Statistics
Description
The study of commuting mode choice is crucial since driving, with all its associated environmental and economic consequences, is the United States' most popular mode of transportation due to urban sprawl, priority to road construction and America'...
Spatiotemporal evaluation of the built environment's impact on commuting duration
Title
Spatiotemporal evaluation of the built environment's impact on commuting duration
Author
Thill, Jean-Claude, Hatami, Faizeh
Date Created
2022
Subjects--Topical
Commuting, Residential mobility
Description
Upward trends in commuting duration and distance due to urban sprawl in the United States have raised concerns about the ensuing environmental, social and economic problems. Various urban planning approaches have been developed, hypothesizing that...