基于Landsat遥感数据的叙利亚南部沿海盆地近30年土地覆盖变化调查

M. Hammad, L. Mucsi, Boudewijn van Leeuwen
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引用次数: 11

摘要

土地覆盖变化和森林砍伐是重要的全球生态系统危害。就叙利亚而言,目前的冲突和随后森林保护的缺失是导致土地覆盖变化的主要原因。本研究旨在探讨叙利亚南部沿海盆地土地覆盖变化的时空特征和趋势。利用1987年、2002年和2017年Landsat-5(TM)、Landsat-7(ETM+)和Landsat-8(OLI)卫星5月(植被覆盖最盛时期)的地表反射率影像绘制土地覆盖图。利用最大似然监督分类方法将图像分为4个不同的主题类。2017年使用160个验证点对分类结果进行验证,总体准确率为83.75%。采用空间分析方法,对各流域和整个研究区30 a的土地覆被变化进行了研究。结果表明,1987-2017年期间,森林和自然植被面积减少了262.40 km2,其中72.5%的减少发生在2002-2017年期间,这是由于当地人过度砍伐森林作为供暖来源,特别是在冲突期间。阿拉伯河流域和新疆流域减少幅度最大,分别为76.13 km2和79.49 km2,与此同时农业用地面积大幅增加,这是由于这些流域的大坝建设使人们能够耕种农村土地以维持生计或改善经济状况。这项研究的结果必须引起有关当局的注意,以保护剩余的森林面积。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Land Cover Change Investigation in the Southern Syrian Coastal Basins During the Past 30-Years Using Landsat Remote Sensing Data
Abstract Land cover change and deforestation are important global ecosystem hazards. As for Syria, the current conflict and the subsequent absence of the forest preservation are main reasons for land cover change. This study aims to investigate the temporal and spatial aspects and trends of the land cover alterations in the southern Syrian coastal basins. In this study, land cover maps were made from surface reflectance images of Landsat-5(TM), Landsat-7(ETM+) and Landsat-8(OLI) during May (period of maximum vegetation cover) in 1987, 2002 and 2017. The images were classified into four different thematic classes using the maximum likelihood supervised classification method. The classification results were validated using 160 validation points in 2017, where overall accuracy was 83.75%. Spatial analysis was applied to investigate the land cover change during the period of 30 years for each basin and the whole study area. The results show 262.40 km2 reduction of forest and natural vegetation area during (1987-2017) period, and 72.5% of this reduction occurred during (2002-2017) period due to over-cutting of forest trees as a source of heating by local people, especially during the conflict period. This reduction was particularly high in the Alabrash and Hseen basins with 76.13 and 79.49 km2 respectively, and was accompanied by major increase of agriculture lands area which is attributed to dam construction in these basins which allowed people to cultivate rural lands for subsistence or to enhance their economic situation. The results of this study must draw the relevant authorities’ attention to preserve the remaining forest area.
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