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A maps-to-maps approach for simulating urban land expansion based on convolutional long short-term memory neural networks
International Journal of Geographical Information Science ( IF 5.7 ) Pub Date : 2024-01-03 , DOI: 10.1080/13658816.2023.2298296 Zihao Zhou 1 , Yimin Chen 1 , Xiaoping Liu 1 , Xinchang Zhang 2 , Honghui Zhang 3
International Journal of Geographical Information Science ( IF 5.7 ) Pub Date : 2024-01-03 , DOI: 10.1080/13658816.2023.2298296 Zihao Zhou 1 , Yimin Chen 1 , Xiaoping Liu 1 , Xinchang Zhang 2 , Honghui Zhang 3
Affiliation
Cellular automata (CA) have been prevalently used for the simulation of urban land change. However, how to effectively learn the spatial-temporal dynamics of urban development from time-series data...
中文翻译：
基于卷积长短期记忆神经网络的城市土地扩张模拟地图到地图方法
元胞自动机（CA）已广泛用于模拟城市土地变化。然而，如何从时间序列数据中有效地了解城市发展的时空动态……
更新日期：2024-01-03
中文翻译：
基于卷积长短期记忆神经网络的城市土地扩张模拟地图到地图方法
元胞自动机（CA）已广泛用于模拟城市土地变化。然而，如何从时间序列数据中有效地了解城市发展的时空动态……
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