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Effects of Spatial Scale in Cellular Automata Model for Land Use Change

机译:空间尺度在元胞自动机模型中对土地利用变化的影响

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Cellular automata (CA) is an efficient model to simulate land use and coverage change (LUCC) process. However, the spatial scale decisions of geographic cellular automata are often made arbitrarily. This article investigates the effect of changing cell size and neighborhood configuration on the result prediction accuracy of the CA-Markov model and the morphology of land use change simulation result. The research shows that spatial scale has great impact on the simulation results of CA-Markov model. Therefore, the selection of cell size must be careful. Neighborhood configuration also has impact on the simulation results of CA-Markov model.
机译:元胞自动机(CA)是模拟土地利用和覆盖变化(LUCC)过程的有效模型。然而,地理细胞自动机的空间尺度决定通常是任意决定的。本文研究了改变小区大小和邻域配置对CA-Markov模型的结果预测精度以及土地利用变化模拟结果的形态的影响。研究表明,空间尺度对CA-Markov模型的仿真结果有很大的影响。因此,选择细胞大小时必须小心。邻域配置对CA-Markov模型的仿真结果也有影响。

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