Delineation of groundwater potential zone using remote sensing and GIS-based AHP for sustainable groundwater management in Aceh Besar Regency, Aceh Province, Indonesia

Q3 Social Sciences
Muhammad Haikal Razi, Zahratunnisa Zahratunnisa, Nofrohu Retongga
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Abstract

Sustainable groundwater management is crucial for ensuring the long-term availability of water resources and supporting socio-economic activities. As water demands increase and hydrological systems become more complex, accurately identifying groundwater potential zones is essential for effective resource planning and utilization. However, the in-situ data availability is often very limited, particularly on a regional scale. To solve this problem, this study aimed to delineate groundwater potential zones in Aceh Besar Regency using remote sensing and a GIS-based AHP (analytical hierarchy process). Several factors were used to determine groundwater potential zones, including lithology, land use/land cover, slope, lineament density, drainage density, rainfall, and soil type. Each factor was weighted based on an extensive literature review and knowledge-driven decision-making techniques. The results indicated that 26.35% of the area was classified as having low groundwater potential, whereas 53.86% was classified as moderate. Areas that have high to very high groundwater potential cover 16.76% to 3.04% of the Aceh Besar territory. The high groundwater potential zones were mostly located in alluvial and clastic sediments lithology, gentle slopes, and had high annual rainfall. Meanwhile, areas with igneous and metamorphic lithology as well as steep slopes, had moderate to low groundwater potential. Validation was carried out by collecting the high-yield existing production wells and calculating the area under the curve (AUC) of the receiver operating characteristic (ROC) curve with relatively good accuracy (74.5%). This research has effectively described the spatial distribution of groundwater potential, contributing to sustainable groundwater management and enabling informed decision-making for sustainable groundwater practices.
利用遥感技术和基于地理信息系统的 AHP 方法划定印度尼西亚亚齐省亚齐贝萨地区的地下水潜力区,促进可持续地下水管理
可持续的地下水管理对于确保水资源的长期供应和支持社会经济活动至关重要。随着用水需求的增加和水文系统的日益复杂,准确确定地下水潜力区对于有效的资源规划和利用至关重要。然而,原位数据的可用性往往非常有限,尤其是在区域范围内。为解决这一问题,本研究旨在利用遥感技术和基于地理信息系统的层次分析法(AHP)划定亚齐必胜地区的地下水潜力区。确定地下水潜势区的因素包括岩性、土地利用/土地覆盖、坡度、线状密度、排水密度、降雨量和土壤类型。根据广泛的文献综述和知识驱动决策技术,对每个因素进行了加权。结果表明,26.35% 的区域被归类为地下水潜势较低的区域,而 53.86% 的区域被归类为地下水潜势中等的区域。地下水潜力高至非常高的地区占亚齐州领土面积的 16.76% 至 3.04%。高地下水潜能区大多位于冲积和碎屑沉积岩岩性区,坡度较缓,年降雨量较高。同时,火成岩和变质岩岩性以及陡坡地区的地下水潜力为中低。通过收集现有的高产水井,计算接收器工作特征曲线(ROC)的曲线下面积(AUC),进行了验证,其准确性相对较好(74.5%)。这项研究有效地描述了地下水潜力的空间分布,有助于地下水的可持续管理,为地下水的可持续利用提供了决策依据。
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来源期刊
Journal of Degraded and Mining Lands Management
Journal of Degraded and Mining Lands Management Environmental Science-Nature and Landscape Conservation
CiteScore
1.50
自引率
0.00%
发文量
81
审稿时长
4 weeks
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