Analyzing Land Use and Land Cover Dynamics Using Geospatial Approaches: A Case Study of District Lahore, Pakistan

Ihtisham Khan, Osama Ahmed, Shayan Ahmad Yar
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Abstract

The present study focuses on the city of Lahore due to the substantial impacts of LULC on land-atmosphereclimatic interactions. This study aims to find and interpret the variations in land use patterns in Lahore during 20 years(2003, 2013, and 2023) with a ten-year interval. For in-depth analysis, four different classes- built-up, barren land,vegetation, and water bodies were determined. Several pre- and post-processing procedures were carefully carried outto improve the accuracy of the results after Landsat 7, Landsat 8, and Sentinel 2 satellite imageries had been utilized.The methodology included supervised classification using the maximum likelihood algorithm along with changedetection to evaluate and interpret the LULC alterations. The extent of change is demonstrated by quantitative datashowing that the built-up area increased from 308.6491261 sq. km in 2003 to 336.9702759 sq. km in 2023. On theother hand, there was a drop of 1099.13587 sq. km in barren land and a decrease of 10.47416794 sq. km in waterbodies. Despite a notable rise between 2003 and 2013, vegetation cover decreased by 328.4721624 sq. km by 2023.This study offers important insights for sustainable urban development and land management policy in addition tofurthering our understanding of the dynamics of land use and land cover in Lahore
利用地理空间方法分析土地利用和土地覆盖动态:巴基斯坦拉合尔地区案例研究
由于土地利用、土地利用的变化和林业对土地-大气-气候的相互作用产生了重大影响,因此本研究以拉合尔市为重点。本研究旨在发现和解释拉合尔市在 20 年(2003 年、2013 年和 2023 年)内土地利用模式的变化,每十年为一个阶段。为进行深入分析,确定了四个不同的等级--建筑用地、贫瘠土地、植被和水体。在使用大地遥感卫星 7 号、大地遥感卫星 8 号和哨兵 2 号卫星图像后,为提高结果的准确性,还仔细进行了若干前处理和后处理程序。方法包括使用最大似然算法进行监督分类,同时使用变化检测来评估和解释土地利用、土地利用变化和土地利用变化的程度。定量数据显示,建成区面积从 2003 年的 308.6491261 平方公里增加到 2023 年的 336.9702759 平方公里。另一方面,荒地面积减少了 1099.13587 平方公里,水体面积减少了 10.47416794 平方公里。尽管 2003 年至 2013 年间植被覆盖率显著上升,但到 2023 年,植被覆盖面积减少了 328.4721624 平方公里。这项研究为可持续城市发展和土地管理政策提供了重要的启示,并进一步加深了我们对拉合尔土地利用和土地覆盖动态的了解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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