Neural Cellular Automata-based Land Use Changes Simulation

Simulating land use and land cover changes (LUCC) is important for urban planning and environmental studies. In this study, we introduce a neural cellular automata (NCA) model that integrates biological principles and convolutional neural networks (CNNs) for land use simulation. We conduct experimen...

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Bibliographic Details
Published in:The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Main Authors: J. Zhang, L. Liu
Format: Article
Language:English
Published: Copernicus Publications 2024-05-01
Online Access:https://isprs-archives.copernicus.org/articles/XLVIII-1-2024/843/2024/isprs-archives-XLVIII-1-2024-843-2024.pdf