Understanding the drivers of sustainable land expansion using a patch-generating land use simulation (PLUS) model: A case study in Wuhan, China

X Liang, Q Guan, KC Clarke, S Liu, B Wang… - … , Environment and Urban …, 2021 - Elsevier
Cellular Automata (CA) are widely used to model the dynamics within complex land use and
land cover (LULC) systems. Past CA model research has focused on improving the technical …

Evaluating the association between morphological characteristics of urban land and pluvial floods using machine learning methods

J Lin, W Zhang, Y Wen, S Qiu - Sustainable Cities and Society, 2023 - Elsevier
Spatial pattern of urban land plays a significant role in the occurrence of pluvial floods. While
landscape metrics have been widely used to reflect land use spatial patterns, the …

Modeling urban land-use changes using a landscape-driven patch-based cellular automaton (LP-CA)

J Lin, X Li, Y Wen, P He - Cities, 2023 - Elsevier
Cellular automaton (CA) is a widely-used tool for modeling land-use changes that can
enhance our understanding of past and future urban development. Previous studies have …

Projections of land use changes under the plant functional type classification in different SSP-RCP scenarios in China

W Liao, X Liu, X Xu, G Chen, X Liang, H Zhang, X Li - Science Bulletin, 2020 - Elsevier
Land use projections are crucial for climate models to forecast the impacts of land use
changes on the Earth's system. However, the spatial resolution of existing global land use …

[HTML][HTML] Spatial–temporal evolution analysis of multi-scenario land use and carbon storage based on PLUS-InVEST model: A case study in Dalian, China

Q Wu, L Wang, T Wang, Z Ruan, P Du - Ecological Indicators, 2024 - Elsevier
Carbon storage in terrestrial ecosystems varies with land use changes, and exploring the
impact of land use changes on carbon storage in regional terrestrial ecosystems is important …

Mixed-cell cellular automata: A new approach for simulating the spatio-temporal dynamics of mixed land use structures

X Liang, Q Guan, KC Clarke, G Chen, S Guo… - Landscape and Urban …, 2021 - Elsevier
When used for land use change modeling, Cellular Automata (CA) usually assume that each
cell has only one land use type at each time step, ignoring the mixed land use structures that …

Trade-offs and synergies of multiple ecosystem services for different land use scenarios in the yili river valley, China

M Shi, H Wu, X Fan, H Jia, T Dong, P He, MF Baqa… - Sustainability, 2021 - mdpi.com
Environmental managers and policymakers increasingly discuss trade-offs between
ecosystem services (ESs). However, few studies have used nonlinear models to provide …

Simulating mixed land-use change under multi-label concept by integrating a convolutional neural network and cellular automata: a case study of Huizhou, China

X Wu, X Liu, D Zhang, J Zhang, J He… - GIScience & Remote …, 2022 - Taylor & Francis
Cellular automata (CA) model is a useful tool for simulating spatiotemporal changes of land-
use evolution. However, previous CA models have usually ignored the inhomogeneous and …

Evaluating future habitat quality responding to land use change under different city compaction scenarios in Southern China

B Wang, T Oguchi, X Liang - Cities, 2023 - Elsevier
Rapid urban expansion, accompanied by intense landscape changes, significantly affects
natural habitats. Promoting sustainable urban development, such as the compact city …

Analyzing spatial patterns and influencing factors of different illegal land use types within ecological spaces: A case study of a fast-growing city

H Li, Y Peng, M Li, Y Zhuang, X He, J Lin - Journal of Cleaner Production, 2023 - Elsevier
The conflict between socio-economic development and ecological protection results in large
areas of illegal land use within ecological spaces. Determining the spatial patterns and …