Strategic assessment of groundwater potential zones: a hybrid geospatial approach

IF 5.7 3区 环境科学与生态学 Q1 WATER RESOURCES Applied Water Science Pub Date : 2024-07-31 DOI:10.1007/s13201-024-02243-x
Hamid Nazaripour, Mahdi Sedaghat, Vahid Shafaie, Majid Movahedi Rad
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Abstract

Groundwater aquifers constitute the primary water supply for populations in arid regions, exemplified by the Goharkooh Plain in Iran's driest drainage basin, where conditions of high evapotranspiration and low precipitation prevail. With the escalating demand for water resources, driven mainly by agricultural expansion, the strategic management of groundwater assets has become increasingly critical. This study focuses on delineating groundwater potential zones (GWPZs) through an integrated approach combining multi-criteria decision analysis and geospatial tools. Based on an extensive literature review, nine thematic layers were selected and developed: lithology, geology, drainage density, slope gradient, elevation, vegetation cover, lineament density, land use, and precipitation. These criteria were initially weighted using the analytical hierarchical process (AHP) and subsequently integrated via weighted overlay analysis. In this research, the strategic selection of thematic layers for assessing groundwater potential in arid regions has been identified as an innovative approach that could significantly advance studies in similar settings. The analysis revealed that approximately 60% of the study area, primarily in the southwestern parts, exhibited moderate to very high groundwater potential. This potential is primarily attributed to the presence of alluvial deposits, low drainage density, and favorable slope and elevation conditions. Applying the receiver operating characteristic (ROC) curve yields an area under the curve (AUC) of 81.5%, indicating a relatively high level of predictive accuracy. These findings demonstrate the efficacy of this integrated approach, suggesting its broader applicability in regions with analogous groundwater challenges and management needs.

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地下水潜力区战略评估:混合地理空间方法
地下水含水层是干旱地区人口的主要供水来源,伊朗最干旱的流域戈哈库赫平原就是一例,那里普遍存在高蒸散量和低降水量的情况。随着主要由农业扩张驱动的水资源需求不断攀升,地下水资产的战略管理变得日益重要。本研究的重点是通过结合多标准决策分析和地理空间工具的综合方法来划定地下水潜力区(GWPZ)。在广泛查阅文献的基础上,选择并开发了九个专题图层:岩性、地质、排水密度、坡度、海拔、植被覆盖、线状密度、土地利用和降水。首先使用层次分析法(AHP)对这些标准进行加权,然后通过加权叠加分析对其进行整合。在这项研究中,战略性地选择专题图层来评估干旱地区的地下水潜力被认为是一种创新方法,可以极大地推动类似环境下的研究。分析表明,研究区域约有 60%(主要在西南部地区)显示出中等至非常高的地下水潜能。这种潜力主要归因于冲积层的存在、低排水密度以及有利的坡度和海拔条件。应用接收器工作特征曲线(ROC)得出的曲线下面积(AUC)为 81.5%,表明预测准确度相对较高。这些研究结果证明了这种综合方法的有效性,表明它可广泛应用于具有类似地下水挑战和管理需求的地区。
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来源期刊
Applied Water Science
Applied Water Science WATER RESOURCES-
CiteScore
9.90
自引率
3.60%
发文量
268
审稿时长
13 weeks
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