A novel spatio-temporal cellular automata model coupling partitioning with CNN-LSTM to urban land change simulation
Y Zhou, C Huang, T Wu, M Zhang - Ecological Modelling, 2023 - Elsevier
Land use change (LUC) has gained attention as a core topic of global ecological
environment change research. The cellular automata (CA) model affects the global layout
through local changes, and is widely used in LUC. However, most previous studies are
based on the assumption of the Markov model which ignores the temporal dependency of
LUC. In addition, most researchers have used the identical transition rules when simulating
LUC variation across a region, ignoring the spatial heterogeneity in LUC studies …
environment change research. The cellular automata (CA) model affects the global layout
through local changes, and is widely used in LUC. However, most previous studies are
based on the assumption of the Markov model which ignores the temporal dependency of
LUC. In addition, most researchers have used the identical transition rules when simulating
LUC variation across a region, ignoring the spatial heterogeneity in LUC studies …
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