Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.1016/j.asr.2023.08.044 |
Investigation of groundwater potential using geomatics and geophysical methods: Case study of the Anzi sub-basin, western Anti-Atlas, Morocco | |
El Ayady, Hasna; Mickus, Kevin L.; Boutaleb, Said; El Morjani, Zine El Abidine; Ikirri, Mustapha; Echogdali, Fatima Zahra; Bessa, Armel Zacharie Ekoa; Abdelrahman, Kamal; Id-Belqas, Mouna; Essoussi, Sara; Fnais, Mohammed S.; Abioui, Mohamed | |
通讯作者 | Abioui, M |
来源期刊 | ADVANCES IN SPACE RESEARCH
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ISSN | 0273-1177 |
EISSN | 1879-1948 |
出版年 | 2023 |
卷号 | 72期号:9页码:3960-3981 |
英文摘要 | The mapping of water potential in arid regions holds crucial significance for the sustainable management of water resources in these vulnerable environments. The Anzi sub-basin in Morocco is confronted with water scarcity, presenting a significant challenge. The region's arid climate and limited accessibility to groundwater resources further exacerbate this scarcity, ultimately constraining the region's socioeconomic development, heavily reliant on agriculture. To address this issue, the current study employs mathematical modeling, specifically the frequency ratio (FR) method, and geomatics tools such as remote sensing (RS) and geographic information systems (GIS) to map and assess potential groundwater zones. The study considers multiple factors influencing water availability, including the density of drainage nodes, lineament density, permeability, slope, NDVI, curvature, distance to drainage, topographic wetness index (TWI), sediment transport index (STI), distance to lineament, and rainfall. The investigation identifies 45 wells, of which 70% are used for model application and the remaining 30% for validation. The model application results in the identification of five potential zones: very high, high, moderate, low, and very low, encompassing 3.97%, 10.11%, 23.38%, 35.02%, and 27.53% of the total study area, respectively. Furthermore, the model's validity is confirmed through the ROC (receiver operating characteristic) curve analysis, indicating a reliability value of 82.5% for the FR method in mapping groundwater potential. These findings align with the results obtained from geo- physical prospecting in the region. Notably, the locations of high-flow wells generally correspond to moderately to highly conductive anomalies of resistivity, primarily attributed to the presence of quaternary formations, geological faults, and geophysically derived faults. These results are further validated by proton magnetic resonance surveys.(c) 2023 COSPAR. Published by Elsevier B.V. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
英文关键词 | Frequency ratio remote sensing and GIS Groundwater potential index Geophysical prospecting Geomatics Anzi |
类型 | Article |
语种 | 英语 |
开放获取类型 | hybrid |
收录类别 | SCI-E |
WOS记录号 | WOS:001088767800001 |
WOS关键词 | ANALYTICAL HIERARCHY PROCESS ; BINARY LOGISTIC-REGRESSION ; SUPPORT VECTOR MACHINE ; FREQUENCY RATIO MODEL ; WEIGHTS-OF-EVIDENCE ; MAGNETIC-RESONANCE ; SULTAN MOUNTAINS ; AFRICAN CRATON ; GIS ; BASIN |
WOS类目 | Engineering, Aerospace ; Astronomy & Astrophysics ; Geosciences, Multidisciplinary ; Meteorology & Atmospheric Sciences |
WOS研究方向 | Engineering ; Astronomy & Astrophysics ; Geology ; Meteorology & Atmospheric Sciences |
资源类型 | 期刊论文 |
条目标识符 | http://119.78.100.177/qdio/handle/2XILL650/394982 |
推荐引用方式 GB/T 7714 | El Ayady, Hasna,Mickus, Kevin L.,Boutaleb, Said,et al. Investigation of groundwater potential using geomatics and geophysical methods: Case study of the Anzi sub-basin, western Anti-Atlas, Morocco[J],2023,72(9):3960-3981. |
APA | El Ayady, Hasna.,Mickus, Kevin L..,Boutaleb, Said.,El Morjani, Zine El Abidine.,Ikirri, Mustapha.,...&Abioui, Mohamed.(2023).Investigation of groundwater potential using geomatics and geophysical methods: Case study of the Anzi sub-basin, western Anti-Atlas, Morocco.ADVANCES IN SPACE RESEARCH,72(9),3960-3981. |
MLA | El Ayady, Hasna,et al."Investigation of groundwater potential using geomatics and geophysical methods: Case study of the Anzi sub-basin, western Anti-Atlas, Morocco".ADVANCES IN SPACE RESEARCH 72.9(2023):3960-3981. |
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