Work

Exploring the nonlinear relationship and interaction effects between the built environment and street vitality using machine learning methods

Year: 2025

Type: article

Source: Ecological Frontiers

DOI: 10.1016/j.ecofro.2025.11.019

Authors: Anxin Lian, Yonglin Zhang, Yue Cai, Zerui Wang, Xiaomeng Sun, Yaran Jiao, Rencai Dong

Institutions: Chinese Academy of Sciences, Research Center for Eco-Environmental Sciences, University of Chinese Academy of Sciences, Aerospace Information Research Institute, Ministry of Natural Resources, Third Institute of Oceanography

Language: English

Topic: Urban Transport and Accessibility

Subfield: Transportation

Field: Social Sciences

Domain: Social Sciences

SDGs: Sustainable cities and communities, Industry, innovation and infrastructure

Open Access status: closed

Funders: National Natural Science Foundation of China, National Key Research and Development Program of China

Awards: G2177017664, G5361797543

OpenAlex ID: W7114894065

FWCI: 4.557

Cites: 23

Cited by: 6

Related to: 10