GIS-based multi-criteria decision making for delineation of potential groundwater recharge zones for sustainable resource management in the Eastern Mediterranean: a case study

IF 5.7 3区 环境科学与生态学 Q1 WATER RESOURCES
Hazem Ghassan Abdo, Dinesh Kumar Vishwakarma, Karam Alsafadi, Ahmed Ali Bindajam, Javed Mallick, Suraj Kumar Mallick, Karikkathil C. Arun Kumar, Jasem A. Albanai, Alban Kuriqi, Artan Hysa
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Abstract

In light of population growth and climate change, groundwater is one of the most important water resources globally. Groundwater is crucial for sustaining many vital sectors in Syria, including industrial and agricultural sectors. However, groundwater exploitation has significantly escalated to meet different water needs especially in the post-war period and the earthquake disaster. Therefore, the goal was this study delineation of the groundwater potential zones (GPZs) by integrating the analytic hierarchy process (AHP) method in a geographic information systems (GIS) within the AlAlqerdaha river basin in western Syria. In this study, ten criteria were used to map the spatial distribution of GPZs, including slope, geomorphology, drainage density, land use/land cover (LU/LC), lineament density, lithology, rainfall, soil, curvature and topographic wetness index (TWI). GPZs map was validated by using the location of 74 wells and the Receiver Operating Characteristic Curve (ROC). The findings suggest that the study area is divided into five GPZs: very low, 21.39 km2 (10.87%); low, 52.45 km2 (26.65%); moderate, 65.64 km2 (33.35%); high, 40.45 km2 (20.55%) and very high, 16.90 km2 (8.58%). High and very high zones mainly corresponded to the western regions of the study area. The conducted spatial modeling indicated that the AHP-based GPZs map showed a remarkably acceptable correlation with wells locations (AUC = 87.7%, n = 74), demonstrating the precision of the AHP–GIS as a rating method. The results of this study provide objective and constructive outputs that can help decision-makers to optimally manage groundwater resources in the post-war phase in Syria.

Abstract Image

基于地理信息系统的多标准决策,为东地中海可持续资源管理划定潜在地下水补给区:案例研究
鉴于人口增长和气候变化,地下水是全球最重要的水资源之一。地下水对维持叙利亚许多重要部门(包括工业和农业部门)的运转至关重要。然而,为满足不同的用水需求,地下水开采量大幅增加,尤其是在战后和地震灾害期间。因此,本研究的目标是通过在叙利亚西部 AlAlqerdaha 河流域的地理信息系统(GIS)中整合层次分析法(AHP),划定地下水潜力区(GPZ)。本研究采用了十项标准来绘制 GPZ 的空间分布图,包括坡度、地貌、排水密度、土地利用/土地覆被 (LU/LC)、线状密度、岩性、降雨量、土壤、曲率和地形湿润指数 (TWI)。利用 74 口水井的位置和接收者工作特征曲线 (ROC) 验证了 GPZ 地图。研究结果表明,研究区域被划分为五个 GP 区:极低区,21.39 平方公里(10.87%);低区,52.45 平方公里(26.65%);中等区,65.64 平方公里(33.35%);高区,40.45 平方公里(20.55%)和极高区,16.90 平方公里(8.58%)。高度和极高度区主要分布在研究区的西部地区。空间建模结果表明,基于 AHP 的 GPZ 地图与水井位置的相关性非常好(AUC = 87.7%,n = 74),这表明 AHP-GIS 作为一种评级方法的精确性。本研究的结果提供了客观和建设性的输出,有助于决策者在叙利亚战后阶段优化管理地下水资源。
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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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