Groundwater potential mapping using the integration of AHP method, GIS and remote sensing: a case study of the Tabelbala region, Algeria

IF 0.5 Q4 GEOSCIENCES, MULTIDISCIPLINARY Bulletin of the Mineral Research and Exploration Pub Date : 2022-10-13 DOI:10.19111/bulletinofmre.1188507
A. Bennia, I. Zeroual, A. Talhi, Lahcen Wahib Kebir
{"title":"Groundwater potential mapping using the integration of AHP method, GIS and remote sensing: a case study of the Tabelbala region, Algeria","authors":"A. Bennia, I. Zeroual, A. Talhi, Lahcen Wahib Kebir","doi":"10.19111/bulletinofmre.1188507","DOIUrl":null,"url":null,"abstract":"Recently, groundwater resources are assessed and evaluated using Geographic Information System (GIS) and remote sensing technologies due to their effectiveness and wide spatial coverage. This work aims to identify groundwater potential areas in the Tabelbala region which lies in the Algerian desert in order to help for the solution of water resources shortages. GIS and remote sensing are employed in the preparation of the controlling factors such as lithology, lineaments, drainage network, slope, land use/land cover, topographic wetness index, and elevation. Statistical Analysis, as well as interpretation of remote sensing data, allow the extraction of important features about the study area and its characteristics. The prepared layers are combined with multicriteria analysis to identify the groundwater potential zones (GWPZs) based on their statistical weights. To validate the conducted work, 222 wells/boreholes are collected and prepared to assess the potential areas. Results reveal that the very good potentiality class covers approximately 8.81% of the total area while 6.47% shows very poor potentiality. In addition, the application of the ROC curve shows an AUC of 89% which reveals the effectiveness of the proposed approach. The final resulting map can be used for the identification of suitable sites for wells implantation.","PeriodicalId":42748,"journal":{"name":"Bulletin of the Mineral Research and Exploration","volume":null,"pages":null},"PeriodicalIF":0.5000,"publicationDate":"2022-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Bulletin of the Mineral Research and Exploration","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.19111/bulletinofmre.1188507","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"GEOSCIENCES, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0

Abstract

Recently, groundwater resources are assessed and evaluated using Geographic Information System (GIS) and remote sensing technologies due to their effectiveness and wide spatial coverage. This work aims to identify groundwater potential areas in the Tabelbala region which lies in the Algerian desert in order to help for the solution of water resources shortages. GIS and remote sensing are employed in the preparation of the controlling factors such as lithology, lineaments, drainage network, slope, land use/land cover, topographic wetness index, and elevation. Statistical Analysis, as well as interpretation of remote sensing data, allow the extraction of important features about the study area and its characteristics. The prepared layers are combined with multicriteria analysis to identify the groundwater potential zones (GWPZs) based on their statistical weights. To validate the conducted work, 222 wells/boreholes are collected and prepared to assess the potential areas. Results reveal that the very good potentiality class covers approximately 8.81% of the total area while 6.47% shows very poor potentiality. In addition, the application of the ROC curve shows an AUC of 89% which reveals the effectiveness of the proposed approach. The final resulting map can be used for the identification of suitable sites for wells implantation.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
综合利用层次分析法、地理信息系统和遥感的地下水潜力制图:阿尔及利亚Tabelbala地区的个案研究
近年来,由于地理信息系统(GIS)和遥感技术的有效性和广泛的空间覆盖范围,地下水资源的评估和评价得到了广泛的应用。这项工作的目的是查明位于阿尔及利亚沙漠的Tabelbala地区的地下水潜力地区,以便帮助解决水资源短缺问题。利用地理信息系统和遥感技术编制控制因素,如岩性、地貌、排水网络、坡度、土地利用/土地覆盖、地形湿度指数和高程。统计分析以及遥感数据的解释可以提取研究区域及其特征的重要特征。将拟合层与多准则分析相结合,根据其统计权值确定地下水潜势带。为了验证所进行的工作,收集了222口井/井眼,并准备评估潜在区域。结果表明,极好潜力区约占总面积的8.81%,极差潜力区约占6.47%。此外,ROC曲线的应用显示了89%的AUC,这表明了所提出方法的有效性。最终得到的地图可用于确定井植入的合适地点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Bulletin of the Mineral Research and Exploration
Bulletin of the Mineral Research and Exploration GEOSCIENCES, MULTIDISCIPLINARY-
CiteScore
1.20
自引率
20.00%
发文量
22
审稿时长
10 weeks
期刊介绍: MTA Dergisinde, yer bilimlerinin her dalına ilişkin özgün bilimsel araştırmalara, eleştirel derlemelere, kısa notlara ve yayımlanmış makalelere ilişkin eleştiri ve yanıt yazılarına yer verilmektedir. Dergi, yılda iki kez Türkçe ve İngilizce olarak yayımlanmaktadır. Dergiye yayınlanmak üzere gönderilen makalelerden makale kabul ücreti, makale işlem ücreti ve basım ücreti alınmamaktadır. MTA Dergisine gönderilen makaleler Yayın Kurulu tarafından intihal.net aracılığıyla intihal taramasından geçirilir. İntihal veya kendinden çalma tespit edilen makaleler dergi tarafından reddedilir. MTA Dergisi, tamamen açık erişim dergisi olarak yayınlanmaktadır. Dergideki makalelerin tam metin içeriğine internet üzerinden ücretsiz olarak erişilebilmektedir. Herhangi bir ortamda ticari olmayan kullanımına ve dağıtımına izin verilmektedir, yazarın ve derginin düzenli olarak atıf almasına imkân sağlamaktadır.
期刊最新文献
Evaluation of the tectonic activity of faults with mineral alterations: A case of East Anatolian Fault-Palu Segment, Turkey Economic heavy minerals in the stream sediments of wadi Shaàb, southern coast of the Red Sea, Egypt; characterization and upgrading for investigation of their potential recovery Investigation of the change in the characteristic properties of epoxy and silane coated natural stone surfaces Archaeoseismology: Earthquake Traces Studies In Ancient Settlements; A Chronological Evaluation From The World Focusing on Türkiye Reservoir characteristics of the middle Eocene Avanah Formation in Erbil governorate, northern Iraq: Integration of outcrop and subsurface data
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1