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Spatiotemporal LULC change impacts on groundwater table in Jhargram, West Bengal, India

机译:时空LULC变化对印度西孟加拉邦贾尔格拉姆市地下水位的影响

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摘要

Groundwater resources are the significant factor for maintaining life. The land use/cover (LULC) change and its effect on the groundwater table would enhanced land use and groundwater management for arid areas. This paper proposes a technique to LULC effects on the groundwater table. LULC extract based on time-series Landsat imagery (1988, 1993, 1998, 2003, 2007, 2013 and 2017) and its effect on the groundwater table. SVM algorithm used for classification of LULC features and its higher accuracy. In the study area, groundwater data (2001-2012) used for groundwater table change analysis. The result showed that 1.03 mbgl (Metres Below Ground Level) groundwater decreased in the study area. Analysis of the time-series climate data (1988-2014) based on the study area shows apex's for maximum temperature increased between 0.2 and 0.8 ℃ and 0.3 to 1.5 ℃ for minimum apexes. At the same time, analysis of historical rainfall data indicated that rainfall decreased by 10 mm, respectively during the years 1988-2014. The classification results showed that the SVM algorithm overall accuracy of 86.67% and the kappa coefficient of 0.82. The relationships among LULC and, climate, groundwater change values showed both positive and negative correlations. This paper highlighted the LULC change effect on the groundwater table change in arid areas.
机译:地下水资源是维持生命的重要因素。土地利用/覆盖(LULC)的变化及其对地下水位的影响将增强干旱地区的土地利用和地下水管理。本文提出了一种LULC对地下水位的影响的技术。基于时间序列Landsat影像(1988、1993、1998、2003、2007、2013和2017)的LULC提取及其对地下水位的影响。支持向量机算法用于LULC特征分类及其较高的精度。在研究区域,地下水数据(2001-2012年)用于地下水位变化分析。结果表明,研究区域的地下水减少了1.03 mbgl(米以下)。对基于研究区域的时间序列气候数据(1988-2014年)的分析显示,最高温度的顶点升高在0.2至0.8℃之间,最低温度的顶点升高在0.3至1.5℃之间。同时,对历史降雨数据的分析表明,在1988-2014年期间,降雨分别减少了10 mm。分类结果表明,支持向量机算法的总体准确度为86.67%,kappa系数为0.82。 LULC与气候,地下水变化值之间的关系呈正相关和负相关。本文着重介绍了LULC变化对干旱地区地下水位变化的影响。

著录项

  • 来源
    《Sustainable Water Resources Management》 |2019年第3期|1189-1200|共12页
  • 作者单位

    Department of Mining Engineering, Indian Institute of Technology, Kharagpur, India,Department of Remote Sensing and GIS, Vidyasagar University, Midnapore, India;

    Department of Remote Sensing and GIS, Vidyasagar University, Midnapore, India;

    Department of Mining Engineering, Indian Institute of Technology, Kharagpur, India;

    Faculty of Interdisciplinary Studies, Law & Management, Jadavpur University, Kolkata, India;

    Department of Remote Sensing and GIS, Vidyasagar University, Midnapore, India;

    Department of Remote Sensing and GIS, Vidyasagar University, Midnapore, India;

    Department of Remote Sensing and GIS, Vidyasagar University, Midnapore, India;

    Department of Remote Sensing and GIS, Vidyasagar University, Midnapore, India;

    Department of Geography and Environment Management, Vidyasagar University, Midnapore, India;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Remote sensing; GIS; LULC change; Groundwater table change;

    机译:遥感;GIS;LULC改变;地下水位改变;

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