Urban Sprawl Processes Joining Cellular Automata, GIS and Remote Sensing Data: Simulation of Details Un-authorized Development

N. M. Noor, M. Hashim
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引用次数: 1

Abstract

The paper explores a framework combining remote sensing and GIS-cellular automata concepts aimed at improving the modeling of un-authorized development. We highlighted that this integration will lead to new levels of understanding of how urban areas grow and change. Further, we describe an unauthorized development for the city of Kuantan in Malaysia, in which urban cellular automata (CA.) concepts is used. The model for Kuantan city was calibrated and tested with the aid of measured time-series data on land uses, through a set of statistical analysis. The fifteen-year simulation until 2015 was run. The simulations applied nearly achieve a high level of detail, confirming the effectiveness of the proposed model with some questions of future research are finally put forward to help strengthen the potential of the proposed framework, especially regarding the further exploration of urban dynamics at high level geographic scales.
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加入元胞自动机、地理信息系统和遥感数据的城市蔓延过程:未经授权开发的细节模拟
本文探索了一个结合遥感和gis元胞自动机概念的框架,旨在改进未经授权开发的建模。我们强调,这种整合将导致对城市地区如何发展和变化的新层次的理解。此外,我们描述了马来西亚关丹市的一个未经授权的开发项目,其中使用了城市元胞自动机(CA)概念。通过一组统计分析,对关丹市的土地利用时序数据进行了校准和检验。到2015年为止的15年模拟已经运行。应用的模拟几乎达到了高水平的细节,证实了所提出模型的有效性,并提出了一些未来研究的问题,以帮助增强所提出框架的潜力,特别是在高水平地理尺度上进一步探索城市动态。
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