A hybrid cellular automaton model integrated with 3DCNN and LSTM for simulating land use/cover change

Accurate simulation of land use/cover change (LUCC) is crucial for societal development. LUCC is a nonlinear spatiotemporal process with complicated relationships and latent dependencies on spatial and temporal neighborhoods. It is a challenge for conventional statistical or machine learning methods...

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Bibliographic Details
Main Authors: Wei Yang, Yu Zhang, Kun Hou, Xuejing Wang
Format: Article
Language:English
Published: Taylor & Francis Group 2025-12-01
Series:International Journal of Digital Earth
Subjects:
Online Access:https://www.tandfonline.com/doi/10.1080/17538947.2024.2447337
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