The Impact of Urban Form on Carbon Emission Efficiency Under Public Transit-Oriented Development: Spatial Heterogeneity and Driving Forces

The Impact of Urban Form on Carbon Emission Efficiency Under Public Transit-Oriented Development: Spatial Heterogeneity and Driving Forces

Urban form optimization is crucial for controlling carbon emissions. Taking Shenzhen as a case study with 2022 data, this research constructs a multidimensional indicator system covering land use, functional mix, transportation structure, and spatial layout. It incorporates both static (inventory-ba...

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Bibliographic Details
Main Authors: Xueyuan Li, Chun Zhang, Tianlu Pan, Xuecai Dong
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Land
Subjects:
urban form
carbon emission efficiency
urban transportation system
density
geographically weighted regression
Online Access:https://www.mdpi.com/2073-445X/14/6/1172
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