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首页> 外文期刊>Journal of Geographic Information System >A Prediction of Future Land Use/Land Cover in Amman Area Using GIS-Based Markov Model and Remote Sensing
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A Prediction of Future Land Use/Land Cover in Amman Area Using GIS-Based Markov Model and Remote Sensing

机译:基于GIS的马尔可夫模型和遥感预测安曼地区未来土地利用/土地覆盖。

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The paper aims to analyze land use/land cover (LULC) changes in western part and the populated area of Amman governorate and to identify the process of urbanization and urban expansion within the study area for the period of 1984-2014. It also aims to predict future LULC map for the year 2030 using Markov Model to provide city planners and decision makers with information about the past and current spatial dynamics of LULC change and strictly urban expansion towards successful management and better planning in the future. Images from Landsat 5-TM for the years 1984, 1999 and from Landsat 8-OLI for the year 2014 were used to investigate LULC within the study area during 1984-2014 and the resulted LULC maps in 1999 and 2014 were used to predict future LULC map based on Markov Model. The results indicated that the urban/built up area expanded by 147% during the period from 1984 to 2014 and predicted to expand by 43.9% from 2014 to 2030 based on Markov model predictions. The areas in the western, northwest and southwest parts of Amman as well as the areas of Marka and Uhud, the northeast of the study area, were predicted to witness the major urban expansion in 2030. And these are the areas where city planners and decision makers should take into consideration in future plans of Amman. The urban expansion was mainly attributed to the high population growth rate and large number of immigrants from neighboring countries and other socio-economic changes.
机译:本文旨在分析安曼省西部和人口稠密地区的土地利用/土地覆盖(LULC)变化,并确定1984-2014年研究区域内的城市化和城市扩张过程。它还旨在使用马尔可夫模型预测2030年的未来LULC地图,为城市规划者和决策者提供有关LULC过去和当前空间动态变化的信息,以及严格的城市扩展,以实现成功的管理和未来更好的规划。 1984年,1999年的Landsat 5-TM和2014年的Landsat 8-OLI的图像用于调查研究区域内1984-2014年的LULC,1999年和2014年生成的LULC地图用于预测未来的LULC马尔可夫模型的地图。结果表明,根据马尔可夫模型预测,从1​​984年到2014年,城市/建筑面积增长了147%,从2014年到2030年,增长了43.9%。预计安曼西部,西北部和西南部地区以及研究区东北部的马卡(Marka)和乌胡德(Uhud)地区将见证2030年的主要城市扩张。这些地区是城市规划人员和决策者制造商应在安曼的未来计划中予以考虑。城市扩张主要归因于高人口增长率和来自邻国的大量移民以及其他社会经济变化。

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