Lianwei Yang

Exploring the response of ecosystem service value to land use changes under multiple scenarios coupling a mixed-cell cellular automata model and system dynamics model in Xi'an, China

Ping Zhang, Lianwei Yang, Zhao Juan et al. · Ecological Indicators · 2023 · 103 citations · Full text

Estimating PM2.5 concentration using the machine learning GA-SVM method to improve the land use regression model in Shaanxi, China

Ping Zhang, Wenjie Ma, Feng Wen et al. · Ecotoxicology and Environmental Safety · 2021 · 55 citations · Full text

Assessing the relative contributions, combined effects and multiscale uncertainty of future land use and climate change on water-related ecosystem services in Southwest China using a novel integrated modelling framework

Xuenan Ma, Ping Zhang, Lianwei Yang et al. · Sustainable Cities and Society · 2024 · 51 citations

Engineering, Water Resources, Integrated Modeling +7

Spatiotemporal estimation of the PM2.5 concentration and human health risks combining the three-dimensional landscape pattern index and machine learning methods to optimize land use regression modeling in Shaanxi, China

Ping Zhang, Lianwei Yang, Wenjie Ma et al. · Environmental Research · 2022 · 38 citations

Urban Land Use, Environmental Monitoring, Land Use +10