Using hierarchy of active travel needs to examine associations between streetscape and older adults
Title: Using the hierarchy of active travel needs to examine associations between streetscape environments and older adults' active travel in China
研究成果
HashGAT-VCA: A VCA model with hash function and graph attention network for land-use simulation
Title: HashGAT-VCA: A vector cellular automata model with hash function and graph attention network for urban land-use change simulation
A multimodal data fusion model for accurate urban land use mapping with uncertainty analysis
Title: A multimodal data fusion model for accurate and interpretable urban land use mapping with uncertainty analysis
Temporal-VCA: Simulating urban land use change using coupled temporal data and VCA
Title: Temporal-VCA: Simulating urban land use change using coupled temporal data and vector cellular automata
Graph convolutional networks for street network analysis with a case study of urban polycentricity
Graph convolutional networks for street network analysis with a case study of urban polycentricity in Chinese cities
Applicability and sensitivity analysis of vector cellular automata model for land cover change
Urbanization-induced land cover changes significantly impact ecological environments and socioeconomic growth. Vector-based cellular automata
Predicting short-term PM2.5 at fine temporal resolutions using a multi-branch temporal GCN network
Title：Predicting short-term PM2.5 concentrations at fine temporal resolutions using a multi-branch temporal graph convolutional neural networkAbstract
Predicting the locations of missing persons in China by using NGO data and deep learning techniques
Title：Predicting the locations of missing persons in China by using NGO data and deep learning techniquesAbstractMissing person crimes can seriously a
Fine-grained regional economic forecasting for a megacity using vector-based cellular automata
Fine-grained regional economic forecasting for a megacity using vector-based cellular automata
Spatial cooperative simulation of land use-population-economy in the Greater Bay Area, China
Spatial cooperative simulation of land use-population-economy in the Greater Bay Area, China