{"title":"基于gis的改进DRASTIC模型的地下水脆弱性评价:以埃塞俄比亚阿瓦什河Borkena次流域为例","authors":"Mehari Kebede Ayele, Sirak Tekleab, Yonas Girma Abebe, Zeleke Agide Dejen","doi":"10.1007/s12517-025-12330-1","DOIUrl":null,"url":null,"abstract":"<div><p>A crucial initial phase toward ensuring the sustainability of groundwater resources is the assessment of groundwater vulnerability. Therefore, this study aims to evaluate groundwater vulnerability through generic and modified DRAS-TIC approaches using the Geographic Information System (GIS) in the Borkena sub-basin, Awash River, Ethiopia. In this study, the standard DRASTIC model was improved through rating and weight modifications of the parameters and application of additional parameters, land use/land cover (LULC), and geological lineament density. The nitrate concentration was used in this study to validate the models’ accuracy. The correlation analysis between the nitrate concentration and the standard/modified DRASTIC models revealed that the most promising result (<i>R</i><sup>2</sup> = 0.76) was obtained when weight and rate modification were combined. According to the weight and rate-based modified DRASTIC Index, the study area was separated into very high, high, moderate, low, and very low susceptibility zones for groundwater pollution, with corresponding area coverage of 10.1% (165.8 km<sup>2</sup>), 22.6% (370 km<sup>2</sup>), 40% (654.7 km<sup>2</sup>), 22.9% (375.4 km<sup>2</sup>), and 5% (82.3 km<sup>2</sup>), respectively. The single-parameter sensitivity analysis indicated that the following DRASTC parameters, in order of significance, influence groundwater vulnerability in the Borkena subbasin: aquifer media, depth to the groundwater table, and net recharge, whereas hydraulic conductivity was least influential. These findings empower stakeholders to implement appropriate management practices for the protection of vital water resources and for policymakers to apprise sustainable and sound policies.</p></div>","PeriodicalId":476,"journal":{"name":"Arabian Journal of Geosciences","volume":"18 10","pages":""},"PeriodicalIF":1.8270,"publicationDate":"2025-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Groundwater vulnerability assessment using a GIS-based modified DRASTIC model: the case of the Borkena Subbasin, Awash River, Ethiopia\",\"authors\":\"Mehari Kebede Ayele, Sirak Tekleab, Yonas Girma Abebe, Zeleke Agide Dejen\",\"doi\":\"10.1007/s12517-025-12330-1\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>A crucial initial phase toward ensuring the sustainability of groundwater resources is the assessment of groundwater vulnerability. Therefore, this study aims to evaluate groundwater vulnerability through generic and modified DRAS-TIC approaches using the Geographic Information System (GIS) in the Borkena sub-basin, Awash River, Ethiopia. In this study, the standard DRASTIC model was improved through rating and weight modifications of the parameters and application of additional parameters, land use/land cover (LULC), and geological lineament density. The nitrate concentration was used in this study to validate the models’ accuracy. The correlation analysis between the nitrate concentration and the standard/modified DRASTIC models revealed that the most promising result (<i>R</i><sup>2</sup> = 0.76) was obtained when weight and rate modification were combined. According to the weight and rate-based modified DRASTIC Index, the study area was separated into very high, high, moderate, low, and very low susceptibility zones for groundwater pollution, with corresponding area coverage of 10.1% (165.8 km<sup>2</sup>), 22.6% (370 km<sup>2</sup>), 40% (654.7 km<sup>2</sup>), 22.9% (375.4 km<sup>2</sup>), and 5% (82.3 km<sup>2</sup>), respectively. The single-parameter sensitivity analysis indicated that the following DRASTC parameters, in order of significance, influence groundwater vulnerability in the Borkena subbasin: aquifer media, depth to the groundwater table, and net recharge, whereas hydraulic conductivity was least influential. These findings empower stakeholders to implement appropriate management practices for the protection of vital water resources and for policymakers to apprise sustainable and sound policies.</p></div>\",\"PeriodicalId\":476,\"journal\":{\"name\":\"Arabian Journal of Geosciences\",\"volume\":\"18 10\",\"pages\":\"\"},\"PeriodicalIF\":1.8270,\"publicationDate\":\"2025-09-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Arabian Journal of Geosciences\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://link.springer.com/article/10.1007/s12517-025-12330-1\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"Earth and Planetary Sciences\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Arabian Journal of Geosciences","FirstCategoryId":"1085","ListUrlMain":"https://link.springer.com/article/10.1007/s12517-025-12330-1","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"Earth and Planetary Sciences","Score":null,"Total":0}
Groundwater vulnerability assessment using a GIS-based modified DRASTIC model: the case of the Borkena Subbasin, Awash River, Ethiopia
A crucial initial phase toward ensuring the sustainability of groundwater resources is the assessment of groundwater vulnerability. Therefore, this study aims to evaluate groundwater vulnerability through generic and modified DRAS-TIC approaches using the Geographic Information System (GIS) in the Borkena sub-basin, Awash River, Ethiopia. In this study, the standard DRASTIC model was improved through rating and weight modifications of the parameters and application of additional parameters, land use/land cover (LULC), and geological lineament density. The nitrate concentration was used in this study to validate the models’ accuracy. The correlation analysis between the nitrate concentration and the standard/modified DRASTIC models revealed that the most promising result (R2 = 0.76) was obtained when weight and rate modification were combined. According to the weight and rate-based modified DRASTIC Index, the study area was separated into very high, high, moderate, low, and very low susceptibility zones for groundwater pollution, with corresponding area coverage of 10.1% (165.8 km2), 22.6% (370 km2), 40% (654.7 km2), 22.9% (375.4 km2), and 5% (82.3 km2), respectively. The single-parameter sensitivity analysis indicated that the following DRASTC parameters, in order of significance, influence groundwater vulnerability in the Borkena subbasin: aquifer media, depth to the groundwater table, and net recharge, whereas hydraulic conductivity was least influential. These findings empower stakeholders to implement appropriate management practices for the protection of vital water resources and for policymakers to apprise sustainable and sound policies.
期刊介绍:
The Arabian Journal of Geosciences is the official journal of the Saudi Society for Geosciences and publishes peer-reviewed original and review articles on the entire range of Earth Science themes, focused on, but not limited to, those that have regional significance to the Middle East and the Euro-Mediterranean Zone.
Key topics therefore include; geology, hydrogeology, earth system science, petroleum sciences, geophysics, seismology and crustal structures, tectonics, sedimentology, palaeontology, metamorphic and igneous petrology, natural hazards, environmental sciences and sustainable development, geoarchaeology, geomorphology, paleo-environment studies, oceanography, atmospheric sciences, GIS and remote sensing, geodesy, mineralogy, volcanology, geochemistry and metallogenesis.