Effects of 5D built environment and non-built-environment factors on injury crash risk: An interpretable machine learning analysis

Open Access

Peer-reviewed

Research Article

About the Authors

Wenfang Li

Roles Conceptualization, Data curation, Writing – original draft, Writing – review & editing

Affiliation School of Intelligent Transportation and Intelligent Construction Engineering, Huanghe Jiaotong University, Jiaozuo, China

Xingchen Zhang

Roles Methodology, Project administration

Affiliation School of Traffic and Transportation, Beijing Jiaotong University, Beijing, China

Sen Cao

Roles Writing – original draft, Writing – review & editing

Affiliation School of Intelligent Transportation and Intelligent Construction Engineering, Huanghe Jiaotong University, Jiaozuo, China

The authors have declared that no competing interests exist.

Traffic safety
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Medical risk factors
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Built environment
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Roads
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Urban environments
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Machine learning
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Human mobility
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Land use
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