{"title":"埃塞俄比亚Omo-Gibe河上游流域潜在含水层排水带的多准则决策分析和地理空间方法","authors":"Legesse Begashaw , Tenalem Ayenew , Taye Alemayehu","doi":"10.1016/j.jafrearsci.2025.105734","DOIUrl":null,"url":null,"abstract":"<div><div>Groundwater potential regions in the upper Omo-Gibe River basin were identified using the geospatial and multi-criteria decision-making methods. The groundwater area delineations in the sub-basin were estimated by geology, slope, topographic wetness index, land use land cover, soil texture, lineament density, recharge, and distance from rivers. Multicollinearity tests conducted before layer combination confirmed that none of the eight thematic layers utilized in the research demonstrated collinearity problems. The identified groundwater potential regions within the basin are very high (15 %), high (24 %), moderate (30 %), low (23 %), and very low (8 %) groundwater potential regions. The predicted groundwater prospect map was validated via well yields using the receiver operating characteristic curve, extending an area of 79 %. The validation of the model result using specific capacity and transmissivity displays the correlation coefficients of R<sup>2</sup> 0.71 and 0.77, respectively. Moreover, the map removal sensitivity analysis indicated that recharge and geology are the most sensitive parameters of groundwater availability, with sensitivity indices of 2.5 % and 2.16 %, respectively. However, the topographic wetness index with a sensitivity index (SI) of −1.55 % is the least sensitive factor, exhibiting an insignificant impact on identifying the groundwater potential areas. The findings of an integrated approach are important for developing sustainable water resources management strategies in the basin.</div></div>","PeriodicalId":14874,"journal":{"name":"Journal of African Earth Sciences","volume":"230 ","pages":"Article 105734"},"PeriodicalIF":2.2000,"publicationDate":"2025-06-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Multi-criteria decision analysis and geospatial methods for identifying potential aquifer discharge zones in the upper Omo-Gibe River basin, Ethiopia\",\"authors\":\"Legesse Begashaw , Tenalem Ayenew , Taye Alemayehu\",\"doi\":\"10.1016/j.jafrearsci.2025.105734\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Groundwater potential regions in the upper Omo-Gibe River basin were identified using the geospatial and multi-criteria decision-making methods. The groundwater area delineations in the sub-basin were estimated by geology, slope, topographic wetness index, land use land cover, soil texture, lineament density, recharge, and distance from rivers. Multicollinearity tests conducted before layer combination confirmed that none of the eight thematic layers utilized in the research demonstrated collinearity problems. The identified groundwater potential regions within the basin are very high (15 %), high (24 %), moderate (30 %), low (23 %), and very low (8 %) groundwater potential regions. The predicted groundwater prospect map was validated via well yields using the receiver operating characteristic curve, extending an area of 79 %. The validation of the model result using specific capacity and transmissivity displays the correlation coefficients of R<sup>2</sup> 0.71 and 0.77, respectively. Moreover, the map removal sensitivity analysis indicated that recharge and geology are the most sensitive parameters of groundwater availability, with sensitivity indices of 2.5 % and 2.16 %, respectively. However, the topographic wetness index with a sensitivity index (SI) of −1.55 % is the least sensitive factor, exhibiting an insignificant impact on identifying the groundwater potential areas. The findings of an integrated approach are important for developing sustainable water resources management strategies in the basin.</div></div>\",\"PeriodicalId\":14874,\"journal\":{\"name\":\"Journal of African Earth Sciences\",\"volume\":\"230 \",\"pages\":\"Article 105734\"},\"PeriodicalIF\":2.2000,\"publicationDate\":\"2025-06-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of African Earth Sciences\",\"FirstCategoryId\":\"89\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1464343X25002018\",\"RegionNum\":4,\"RegionCategory\":\"地球科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"GEOSCIENCES, MULTIDISCIPLINARY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of African Earth Sciences","FirstCategoryId":"89","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1464343X25002018","RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"GEOSCIENCES, MULTIDISCIPLINARY","Score":null,"Total":0}
Multi-criteria decision analysis and geospatial methods for identifying potential aquifer discharge zones in the upper Omo-Gibe River basin, Ethiopia
Groundwater potential regions in the upper Omo-Gibe River basin were identified using the geospatial and multi-criteria decision-making methods. The groundwater area delineations in the sub-basin were estimated by geology, slope, topographic wetness index, land use land cover, soil texture, lineament density, recharge, and distance from rivers. Multicollinearity tests conducted before layer combination confirmed that none of the eight thematic layers utilized in the research demonstrated collinearity problems. The identified groundwater potential regions within the basin are very high (15 %), high (24 %), moderate (30 %), low (23 %), and very low (8 %) groundwater potential regions. The predicted groundwater prospect map was validated via well yields using the receiver operating characteristic curve, extending an area of 79 %. The validation of the model result using specific capacity and transmissivity displays the correlation coefficients of R2 0.71 and 0.77, respectively. Moreover, the map removal sensitivity analysis indicated that recharge and geology are the most sensitive parameters of groundwater availability, with sensitivity indices of 2.5 % and 2.16 %, respectively. However, the topographic wetness index with a sensitivity index (SI) of −1.55 % is the least sensitive factor, exhibiting an insignificant impact on identifying the groundwater potential areas. The findings of an integrated approach are important for developing sustainable water resources management strategies in the basin.
期刊介绍:
The Journal of African Earth Sciences sees itself as the prime geological journal for all aspects of the Earth Sciences about the African plate. Papers dealing with peripheral areas are welcome if they demonstrate a tight link with Africa.
The Journal publishes high quality, peer-reviewed scientific papers. It is devoted primarily to research papers but short communications relating to new developments of broad interest, reviews and book reviews will also be considered. Papers must have international appeal and should present work of more regional than local significance and dealing with well identified and justified scientific questions. Specialised technical papers, analytical or exploration reports must be avoided. Papers on applied geology should preferably be linked to such core disciplines and must be addressed to a more general geoscientific audience.