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Modeling of built-up lands expansion in Gaza Strip, Palestine using Landsat data and CA-Markov model

机译:建筑面积落地广阔地带扩张,巴勒斯坦使用Landsat数据和CA-Markov模型

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In Gaza Strip, Built-up lands expansion have reached critical level due to speed in population growth and high demand for new houses especially since the establishment of the Palestinian national authority (PNA) in 1994. In this context, more agricultural and arable lands have been transformed to built-up areas. Thus, monitoring and modelling this expansion is a fundamental task for sustainable management of available resources and long-term urban planning purposes. Against this background, the primary objective of this research is modelling and predicting the future expansion of built-up lands that would take place in the study area by the year 2036. The research was conducted based on times series satellite images that taken in (1992, 2003, 2014) by Landsat and Cellular Automata Markov (CAMarkov) model integrated with GIS and multi criteria evaluation technique. In this research, land cover maps have been prepared based on the satellite images and the post classification change detection technique has been employed for quantitative analysing of the past land cover changes among the study area. Then, CAMarkov model has been implemented and validated. Later, the land cover map for the year 2036 has been predicted. The results illustrate that if the trend of change in the future period continue as the same the built-up lands would cover 45.3% of the total area in Gaza Strip by 2036. Moreover, the expansion of the built-up lands occurred at the expense of the agricultural and arable lands. In conclusion, this research demonstrated that Gaza Strip face serious crisis if the same pattern followed. Therefore, focus on urban planning is essential to control the expansion of built-up lands and minimize the negative impacts of urbanization in Gaza Strip.
机译:在加沙地带,建成的土地扩张已经由于速度在人口增长和新房的高需求特别是因为在1994年建立巴勒斯坦民族权力机构(PNA)在这方面达到了临界水平,更多的农业和耕地有被转化为建成区。因此,监测和模拟这种扩张是可用的资源和长期的城市规划用途的可持续管理的基本任务。在此背景下,本研究的主要目的是模拟和预报建成的土地,将发生在研究区由2036年的研究是基于时间序列的卫星图像是在拍摄进行的未来扩展(1992 ,2003,2014)通过陆地卫星和元胞自动机的马尔可夫(CAMarkov)模型集成GIS和多标准评估技术。在这项研究中,土地覆盖图具有基于卫星图像和后分类变化检测技术已用于研究区之间过去的土地覆盖变化的定量分析编制的。然后,CAMarkov模式已经实施和验证。后来,土地覆盖图在2036年进行了预测。研究结果表明,如果在今后一个时期的变化趋势继续相同的情况建成的土地将覆盖在加沙地带总面积的45.3%,由2036年。此外,内置了土地的扩张发生在费用农业和耕地。总之,这项研究表明,加沙地带面临严重的危机,如果同样的模式遵循。因此,专注于城市规划是必不可少的,以控制内置了土地的扩张和降低城市化加沙地带的负面影响。

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