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利用遥感和地理信息系统对巴基斯坦开伯尔-普赫图赫瓦省马拉坎德专区土地利用和土地覆盖的时空变化检测

Spatio-temporal change detection of land use and land cover in Malakand Division Khyber Pakhtunkhwa, Pakistan, using remote sensing and geographic information system.

作者信息

Gul Shehla, Bibi Tehmina, Rahim Sabit, Gul Yasmeen, Niaz Abrar, Mumtaz Sameena, Shedayi Arshad Ali

机构信息

Department of Geography, University of Peshawar, Peshawar, Pakistan.

Institute of Geology, Azad Jammu and Kashmir University, Muzaffarabad, Pakistan.

出版信息

Environ Sci Pollut Res Int. 2023 Jan;30(4):10982-10994. doi: 10.1007/s11356-022-22960-7. Epub 2022 Sep 10.

Abstract

The land use land cover (LULC) change due to the rapidly growing population is a common feature of the urban area. The rapidly growing population in Malakand Division is a greater threat to the LULC of the area due to its negative impact on environment and ecology. This research aims to detect the variations in LULC from 1991 to 2017 in the Malakand Division, Khyber Pakhtunkhwa (KP) province of Pakistan. The study relies on secondary dataset downloaded from the US Geological Survey (1991, 2001, 2011, and 2017 imageries) and the United Nations Office for the Coordination of Humanitarian Affairs (UN OCHA) website. Maximum likelihood technique under supervised image classification was opted to analyze the LULC changes in between 1991 and 2017. The results were based on six major land use classes including agriculture built-up area, vegetation cover, water bodies, snow cover, and barren land. The results from 1991 to 2017 show a substantial reduction in snow cover and barren land which is consequence of climate change. A known change has been recorded in built-up area which shows an increase from 1.02 to 6.2% with a change of 5.18% of the total land. The vegetation cover water bodies were also showing increase in area. The vegetation cover increased from 28.89 to 44.67% while barren land decreased from 45.68 to 40.29% of the total area. Furthermore, the built-up area increased from 1.02 to 6.2%, whereas water covers increased from 0.63% (1991) to 0.86% (2017) of the total area. The study concludes that there is an immense need for planning to preserve the natural habitat for sustainable development in the area.

摘要

由于人口快速增长导致的土地利用土地覆盖(LULC)变化是城市地区的一个常见特征。马拉坎德专区人口的快速增长对该地区的土地利用土地覆盖构成了更大威胁,因为其对环境和生态有负面影响。本研究旨在检测巴基斯坦开伯尔-普赫图赫瓦省(KP)马拉坎德专区1991年至2017年期间土地利用土地覆盖的变化情况。该研究依赖于从美国地质调查局下载的辅助数据集(1991年、2001年、2011年和2017年的影像)以及联合国人道主义事务协调厅(UN OCHA)网站。选择监督图像分类下的最大似然技术来分析1991年至2017年期间的土地利用土地覆盖变化。结果基于六个主要土地利用类别,包括农业建成区、植被覆盖、水体、积雪覆盖和荒地。1991年至2017年的结果显示,积雪覆盖和荒地大幅减少,这是气候变化的结果。建成区记录到明显变化,其占比从1.02%增至6.2%,占总土地面积的变化为5.18%。植被覆盖和水体面积也在增加。植被覆盖从占总面积的28.89%增至44.67%,而荒地从45.68%降至40.29%。此外,建成区从1.02%增至6.2%,而水体覆盖从占总面积的0.63%(1991年)增至0.86%(2017年)。该研究得出结论,该地区迫切需要进行规划,以保护自然栖息地,实现可持续发展。

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