Influence of the built environment on taxi travel demand based on the optimal spatial analysis unit.

ABSTRACT: When discussing the influence of the built environment on taxi travel demand, few studies have considered the effect of the modifiable areal unit problem (MAUP) or the influence of the "5D" dimensions of the built environment (It refers to the consideration of the built environment from five dimensions of density, diversity, design, destination accessibility and distance to transit.) on taxi travel demand. Moreover, discussion of the nonlinear and linear relationships between taxi demand and environment variables is also lacking. To address these gaps, we constructed a "5D" dimension index system of built environment variables. The influence of the MAUP on the model results was discussed using the optimal parameter-based geographical detector (OPGD) model, and the optimal spatial analysis

SUBMITTER: Duan Y 

PROVIDER: S-EPMC10547203 | biostudies-literature | 2023

REPOSITORIES: biostudies-literature