Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.1007/s13762-017-1306-2 |
Flowing well potential zoning at Iraqi southern and western deserts using frequency ratio and geographic information system | |
Al-Abadi, A. M.1; Ghlaib, H. B.1; Shahid, S.2 | |
通讯作者 | Al-Abadi, A. M. |
来源期刊 | INTERNATIONAL JOURNAL OF ENVIRONMENTAL SCIENCE AND TECHNOLOGY
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ISSN | 1735-1472 |
EISSN | 1735-2630 |
出版年 | 2017 |
卷号 | 14期号:10页码:2249-2268 |
英文摘要 | The objective of this study is to integrate geographic information system and bivariate frequency ratio method for the mapping of flowing well zones in the west and southwest parts of the Euphrates river basin of Iraq. Ten groundwater conditioning factors are identified as controlling factors of groundwater movement based on data availability, literature review, and expert’s opinions. The spatial association between flowing well locations and groundwater controlling factors is investigated by means of a probabilistic frequency ratio approach. Seventy percent or 148 wells from an inventory of 211 flowing wells in the study area are randomly selected for training, and the remaining 30 or 63% wells are used for validation of the probabilistic frequency ratio model. The estimated probabilistic ratio values are overlaid and summed to produce the groundwater potential index map. The results reveal that groundwater potential in 128,547 km(2) or 84% of the total area is very low to low. The moderate potential zone covers an area of about 11,210 km(2) or 7%, while the high and very high potential zones are found in an area of 12,982 km(2) or 9% of the study area. Validation of obtaining results by means of a receiver operating characteristic technique reveals that the predictive accuracy of 94% indicating the excellent performance of the proposed approach for spatial zoning of groundwater flowing well boundary at Iraqi desert. |
英文关键词 | Data-driven models Groundwater potential Iraq Receiver operating characteristics |
类型 | Article |
语种 | 英语 |
国家 | Iraq ; Malaysia |
收录类别 | SCI-E |
WOS记录号 | WOS:000410751800017 |
WOS关键词 | LOGISTIC-REGRESSION ; GIS ; TURKEY ; KOREA ; AREA ; WEIGHTS ; REGION |
WOS类目 | Environmental Sciences |
WOS研究方向 | Environmental Sciences & Ecology |
资源类型 | 期刊论文 |
条目标识符 | http://119.78.100.177/qdio/handle/2XILL650/199765 |
作者单位 | 1.Univ Basra, Dept Geol, Coll Sci, Basra, Iraq; 2.Univ Teknol Malaysia, Fac Civil Engn, Johor Baharu 81310, Malaysia |
推荐引用方式 GB/T 7714 | Al-Abadi, A. M.,Ghlaib, H. B.,Shahid, S.. Flowing well potential zoning at Iraqi southern and western deserts using frequency ratio and geographic information system[J],2017,14(10):2249-2268. |
APA | Al-Abadi, A. M.,Ghlaib, H. B.,&Shahid, S..(2017).Flowing well potential zoning at Iraqi southern and western deserts using frequency ratio and geographic information system.INTERNATIONAL JOURNAL OF ENVIRONMENTAL SCIENCE AND TECHNOLOGY,14(10),2249-2268. |
MLA | Al-Abadi, A. M.,et al."Flowing well potential zoning at Iraqi southern and western deserts using frequency ratio and geographic information system".INTERNATIONAL JOURNAL OF ENVIRONMENTAL SCIENCE AND TECHNOLOGY 14.10(2017):2249-2268. |
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