Determining prospective zones for groundwater recharge using remote sensing, GIS, and AHP modelling techniques: an investigation of the Mandi district in Himachal Pradesh, India

IF 2.8 4区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Environmental Earth Sciences Pub Date : 2025-02-18 DOI:10.1007/s12665-025-12137-z
Aashish Sharma, Kanwarpreet Singh
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Abstract

Groundwater resources are used more frequently for industrial, agricultural, and domestic applications due to the quickening rate of population growth and industrialization. The primary goal of this study is to create a groundwater recharge potential zone map of the Mandi district in northern India using Weighted Overlay Index (WOI) and Analytic Hierarchy Process (AHP) techniques based on Geographic Information Systems (GIS). Nine thematic maps were overlaid to create the groundwater potential zone map (GPZs): soil texture, slope, land use/cover, geology, drainage density, rainfall, lineament density, geomorphology, and lithology. The significance of each parameter was evaluated according to its effect on groundwater levels; geomorphology, geology, landuse/cover, and lithology were given the most weight. According to the findings, the groundwater recharge potential was very good in 513.5 km2 (13%) of the study area, good in 1027 km2 (26%), moderate in 1581 km2 (40%), and poor in 829.5 km2 (21%). Based on the results of the spatial modelling ROC (Receiver Operating characteristics) Curve Method, the AHP-based GPZs map had an excellent correlation with the locations of the wells (AUC = 80.5%), proving that the AHP-GIS rating approach is accurate. The results can aid in the efficient planning and management of the development of groundwater resources.

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利用遥感、GIS和AHP建模技术确定地下水补给的预期区域:对印度喜马偕尔邦曼迪地区的调查
由于人口增长和工业化速度的加快,地下水资源越来越频繁地用于工业、农业和家庭应用。本研究的主要目标是利用基于地理信息系统(GIS)的加权叠加指数(WOI)和层次分析法(AHP)技术,绘制印度北部曼迪地区地下水补给潜力区地图。将土壤质地、坡度、土地利用/覆被、地质、排水密度、降雨、线条密度、地貌和岩性等9张专题图叠加,形成地下水潜势带图。根据各参数对地下水位的影响程度,评价各参数的显著性;地貌学、地质学、土地利用/覆被和岩性的权重最大。结果表明:研究区地下水补给潜力为“极好”的有513.5 km2(13%),“好”的有1027 km2(26%),“中等”的有1581 km2(40%),“差”的有829.5 km2(21%)。基于空间建模ROC (Receiver Operating characteristic) Curve Method的结果表明,基于ahp的GPZs图与井的位置具有良好的相关性(AUC = 80.5%),证明了AHP-GIS评级方法的准确性。研究结果有助于地下水资源开发的有效规划和管理。
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来源期刊
Environmental Earth Sciences
Environmental Earth Sciences 环境科学-地球科学综合
CiteScore
5.10
自引率
3.60%
发文量
494
审稿时长
8.3 months
期刊介绍: Environmental Earth Sciences is an international multidisciplinary journal concerned with all aspects of interaction between humans, natural resources, ecosystems, special climates or unique geographic zones, and the earth: Water and soil contamination caused by waste management and disposal practices Environmental problems associated with transportation by land, air, or water Geological processes that may impact biosystems or humans Man-made or naturally occurring geological or hydrological hazards Environmental problems associated with the recovery of materials from the earth Environmental problems caused by extraction of minerals, coal, and ores, as well as oil and gas, water and alternative energy sources Environmental impacts of exploration and recultivation – Environmental impacts of hazardous materials Management of environmental data and information in data banks and information systems Dissemination of knowledge on techniques, methods, approaches and experiences to improve and remediate the environment In pursuit of these topics, the geoscientific disciplines are invited to contribute their knowledge and experience. Major disciplines include: hydrogeology, hydrochemistry, geochemistry, geophysics, engineering geology, remediation science, natural resources management, environmental climatology and biota, environmental geography, soil science and geomicrobiology.
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