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