基于RS和GIS的Manchar和Keenjhar湖时空变化评价

H. Islam, H. Abbasi, G. Sultana, M. Ahmed, A. Chughtai
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引用次数: 1

摘要

为了维持地球上生命的可持续性,水是一种不可或缺的营养物质,是水生生态系统的重要资源。它在社会经济发展中也发挥着重要作用,是推动任何地区经济发展的关键因素之一。人口的迅速增长和气候模式的变化对水资源产生了重大影响。遥感是监测自然资源的有效工具。本文利用Landsat多传感器数据MSS、TM、ETM+和OLI对巴基斯坦信德省Manchar湖和Keenjhar湖1972 - 2017年的土地覆盖进行时空变化分析,利用主成分分析(PCA)和监督平行六面体分类方法计算水体指数,总体精度为98.86%,标准差值为0.1。结果表明,不同寻常的气候模式、降水率的显著下降和多种人为活动导致了土地覆被的显著变化。这些变化对湖泊生态系统和公众健康产生了不利影响
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Spatial-Temporal Change Assessment of Manchar and Keenjhar Lake Using RS and GIS
To maintain sustainability of life on earth, water is an indispensable nutrient and truly a vital resource for aquatic ecosystem. It also plays an important role in the socio-economic development and is one of the key factors for driving the economy of any region. Rapid increase in population and change in climatic patterns has vigorously affected the water resources. The remote sensing is an efficient tool for monitoring of natural resources. This research is focused on spatio-temporal change analysis of Manchar Lake and Keenjhar Lake, Sindh, Pakistan using Landsat multi-sensor data MSS, TM, ETM+ & OLI to analyze land cover from 1972 to 2017 and calculating water indices using Principal Component Analysis (PCA) and supervised parallelepiped classification achieving an overall accuracy 98.86% and 0.1 of standard deviation value. The results revealed that the significant changes in land cover due to unusual climatic patterns, significant fall in precipitation rate and multiple anthropogenic activities. These changes had adverse impact on eco-system of lakes and as well as on public health
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