印度西孟加拉邦穆尔西达巴德地区土地利用/覆被变化与景观破碎化的多时相分析

Md. Mustaquim, Woheeul Islam
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引用次数: 0

摘要

快速的人口增长、人类迁移和商业活动正在以更快的速度改变土地利用和土地覆盖。人类维持自身生存的需要和贪婪改变了地球的自然环境,而这种变化影响了我们。然而,贫穷和难以管理的土地转换导致了严重的环境影响。为了规划和管理的目的,需要关于土地使用及其特征的精确信息,以确保该地区的可持续性。目前的研究使用多时相卫星图像分析1991 - 2021年的年代际变化。使用最大似然分类器执行监督图像分类。本研究的主要目的是使用变化向量分析比较分类后的结果,并使用FRAGSTAT分析人类对环境的影响。Fragstat是一个广泛使用的软件程序,用于分析分类地图中的空间模式。它通常用于景观生态学、保护生物学和土地管理研究。Fragstats的主要目的是量化和评估给定区域内斑块或景观元素的组成和配置。30年来,建成区面积从2.57%增加到8.41%,农用地从83.51%减少到70.05%。研究发现,随着时间的推移,斑块密度和景观减少的百分比,以及农业类斑块数量从1991年的3570个增加到2021年的10173个,表明空间多样性在人为干扰程度较高的农业类中呈增加趋势。在景观级指数中,斑块数量和景观形态指数均呈增加趋势,最大斑块指数呈下降趋势,表明景观的复杂性和破碎化程度日益加深。为了实现土地利用规划的可持续发展,保护自然生态系统和生物多样性免受人为活动的影响,土地利用变化图被用作预警系统。
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Multitemporal Analysis of Land Use/Cover Changes and Landscape Fragmentation in Murshidabad District of West Bengal, India
Rapid population growth, human migration, and commercial activities are changing land use and Land cover at a faster rate. The human being's need and greed to sustain themselves alter the earth's natural environment, and that change affected us. However, poor and unmanageable land conversion led to severe environmental effects. For planning and management purposes, precise information regarding land use and its characteristics is required to ensure the sustainability of the area. The current study uses multi-temporal satellite images to analyze the decadal change from 1991 to 2021. Supervised image classification is performed using the Maximum likelihood classifier. The main goal of this study is to compare post-classification results using change vector analysis and analyze human impact on the environment using FRAGSTAT. Fragstat is a widely used software program designed for analyzing spatial patterns in categorical maps. It is commonly employed in landscape ecology, conservation biology, and land management studies. The primary purpose of Fragstats is to quantify and assess the composition and configuration of patches or landscape elements within a given area. The built-up area increased from 2.57% to 8.41% over the past 30 years, while the agricultural land decreased from 83.51% to 70.05%. It was observed that the density of patches and percentage of landscape reduction over time, the rise in the number of patches for agricultural class from 3570 in 1991 to 10173 in 2021 indicates that spatial diversity is increasing in the class with higher levels of anthropogenic disturbances. Moreover, in landscape-level indices, the number of patch and landscape shape index increases, and a fall in the largest patch index indicate that the landscape is becoming more complicated and fragmented. To achieve the sustainable land-use planning and safeguard natural ecosystems and biodiversity from anthropogenic activities, land-use change maps are utilized as an early warning system.
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