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Land-use/cover change in Coimbatore urban area (Tamil Nadu, India)-a remote sensing and GIS-based study

机译:哥印拜陀市区(印度泰米尔纳德邦)的土地利用/覆盖变化-基于遥感和GIS的研究

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The purpose of the present study was to explain land-use/cover changes in Coimbatore City Corporation using Landsat ETM+ and Landsat 8 Operational Land Imager (OLI) and Thermal Infrared Sensor (TIRS) data for the period of 2003-2014. Two Landsat images from years 2003 and 2014 were downloaded from USGS Earth Explorer. Maximum likelihood method was used to classify the images into five classes: urban fabric, vegetation, water bodies, agriculture lands, and barren lands. Overall kappa accuracy measure is about to 87.60 and 86.15% for the years 2003 and 2014, respectively. The change detection analysis has been performed for years 2003 and 2014 postclassified images. The results of the study have indicated that Coimbatore City has experienced rapid modifications in LULC, particularly in terms of urban/built-up area. Over the past 11 years, urban/built-up areas have increased by 94.5 km(2), resulting in a significant drop in the area of agricultural land and vegetation cover. It is found that (1) urban areas are increased 200% due to population growth cum rapid economic progress. (2) Vegetation cover decreased 38.76% due to conversion into urban features. (3) Water bodies in area increased to 15.78% due to eradication of encroachment. (4) There is loss of 1.89% of agricultural lands due to demand for construction activities. (5) About 85.24% of barren lands were converted into other uses, particularly 57.33% to urban areas. (6) Urban growth has accelerated towards north-eastern, northern, and eastern parts, where national highways exist. The built-up areas were dropped from 85.32 to 22.28%, within 5-km distance from the city center.
机译:本研究的目的是使用2003年至2014年期间的Landsat ETM +和Landsat 8作战陆地成像仪(OLI)和热红外传感器(TIRS)数据来解释哥印拜陀市公司的土地利用/覆盖变化。从USGS Earth Explorer下载了两张2003年和2014年的Landsat图像。使用最大似然法将图像分为五类:城市结构,植被,水体,农业用地和荒地。 2003年和2014年,总体Kappa准确性测度分别约为87.60和86.15%。已对2003年和2014年后分类图像进行了更改检测分析。研究结果表明,哥印拜陀市在土地利用,土地利用变化方面经历了迅速的变化,特别是在城市/建成区方面。在过去的11年中,城市/建成区面积增加了94.5 km(2),导致农业用地和植被覆盖面积显着下降。研究发现:(1)由于人口增长和经济的快速发展,城市地区增加了200%。 (2)由于改建为城市特色,植被覆盖率下降了38.76%。 (3)由于消除了侵占,该地区的水体增加到15.78%。 (4)由于建设活动的需求,损失了1.89%的农业用地。 (5)约有85.24%的荒地被转化为其他用途,特别是57.33%的城市土地被转化为其他用途。 (6)在有国道的东北,北部和东部地区,城市的增长加快了。在距市中心5公里的范围内,建筑面积从85.32%下降至22.28%。

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