Jixiang Liu

Nonlinear and synergistic effects of TOD on urban vibrancy: Applying local explanations for gradient boosting decision tree

Longzhu Xiao, Siuming Lo, Jixiang Liu et al. · Sustainable Cities and Society · 2021 · 257 citations

Planning, Urban Planning, Machine Learning +10

Non-linear associations between built environment and active travel for working and shopping: An extreme gradient boosting approach

Jixiang Liu, Bo Wang, Longzhu Xiao · Journal of Transport Geography · 2021 · 234 citations

Public Health, Data Science, Urban Design +13

Hierarchical two-step floating catchment area (2SFCA) method: measuring the spatial accessibility to hierarchical healthcare facilities in Shenzhen, China

Zhuolin Tao, Yang Cheng, Jixiang Liu · International Journal for Equity in Health · 2020 · 150 citations · Full text

Social Sciences, Geography, Spatial Planning +17

Spatially Varying Effects of Street Greenery on Walking Time of Older Adults

Linchuan Yang, Jixiang Liu, Yuan Liang et al. · ISPRS International Journal of Geo-Information · 2021 · 92 citations · Full text

Planning, Human Geography, Urban Planning +17

Using a system of equations to assess the determinants of the walking behavior of older adults

Linchuan Yang, Xianglong Tang, Hongtai Yang et al. · Transactions in GIS · 2022 · 50 citations

Public Health, Urban Health, Built Environment +12