Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.1007/s12517-014-1668-4 |
Groundwater potential mapping at Kurdistan region of Iran using analytic hierarchy process and GIS | |
Rahmati, Omid1; Samani, Aliakbar Nazari1; Mahdavi, Mohamad1; Pourghasemi, Hamid Reza2; Zeinivand, Hossein3 | |
通讯作者 | Rahmati, Omid |
来源期刊 | ARABIAN JOURNAL OF GEOSCIENCES
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ISSN | 1866-7511 |
EISSN | 1866-7538 |
出版年 | 2015 |
卷号 | 8期号:9页码:7059-7071 |
英文摘要 | Multi-criteria decision analysis (MCDA) as an advantageous tool has been applied by various researchers to improve their management ability. Management of groundwater resource, especially under data-scarce and arid areas, encountered a lot of problems and issues which drives the planers to use of MCDA. In this research, a standard methodology has been applied to delineate groundwater resource potential zonation based on integrated analytical hierarchy process (AHP), geographic information system (GIS), and remote sensing (RS) techniques in Kurdistan plain, Iran. At first, the effective thematic layers on the groundwater potential such as rainfall, lithology, drainage density, lineament density, and slope percent were derived from the spatial geodatabase. Then, the assigned weights of thematic layers based on expert knowledge were normalized by eigenvector technique of AHP. To prepare the groundwater potential index, the weighted linear combination (WLC) method was applied in GIS. Finally, the receiver operating characteristic (ROC) curve was drawn for groundwater potential map, and the area under curve (AUC) was computed. Results indicated that the rainfall and slope percent factors have taken the highest and lowest weights, respectively. Validation of results showed that the AHP method (AUC = 73.66 %) performed fairly good predication accuracy. Such findings revealed that in the regions suffering from data scarcity through the MCDM methodology, the planners would be able to having accurate knowledge on groundwater resources based on geospatial data analysis. Therefore, the developing scenario for future planning of groundwater exploration can be achieved in an efficient manner. |
英文关键词 | Groundwater potential mapping AHP Remote sensing Geographic information systems Iran |
类型 | Article |
语种 | 英语 |
国家 | Iran |
收录类别 | SCI-E |
WOS记录号 | WOS:000360227000041 |
WOS关键词 | WEIGHTS-OF-EVIDENCE ; GEOGRAPHICAL INFORMATION-SYSTEM ; BINARY LOGISTIC-REGRESSION ; MULTIPLE CRITERIA ANALYSIS ; EVIDENTIAL BELIEF FUNCTION ; SUPPORT VECTOR MACHINE ; REMOTE-SENSING DATA ; DECISION-ANALYSIS ; RIVER-BASIN ; FREQUENCY RATIO |
WOS类目 | Geosciences, Multidisciplinary |
WOS研究方向 | Geology |
资源类型 | 期刊论文 |
条目标识符 | http://119.78.100.177/qdio/handle/2XILL650/185917 |
作者单位 | 1.Univ Tehran, Fac Nat Resources, Tehran, Iran; 2.Shiraz Univ, Coll Agr, Dept Nat Resource & Environm, Shiraz, Iran; 3.Univ Lorestan, Fac Nat Resources, Lorestan, Iran |
推荐引用方式 GB/T 7714 | Rahmati, Omid,Samani, Aliakbar Nazari,Mahdavi, Mohamad,et al. Groundwater potential mapping at Kurdistan region of Iran using analytic hierarchy process and GIS[J],2015,8(9):7059-7071. |
APA | Rahmati, Omid,Samani, Aliakbar Nazari,Mahdavi, Mohamad,Pourghasemi, Hamid Reza,&Zeinivand, Hossein.(2015).Groundwater potential mapping at Kurdistan region of Iran using analytic hierarchy process and GIS.ARABIAN JOURNAL OF GEOSCIENCES,8(9),7059-7071. |
MLA | Rahmati, Omid,et al."Groundwater potential mapping at Kurdistan region of Iran using analytic hierarchy process and GIS".ARABIAN JOURNAL OF GEOSCIENCES 8.9(2015):7059-7071. |
条目包含的文件 | ||||||
文件名称/大小 | 资源类型 | 版本类型 | 开放类型 | 使用许可 | ||
Groundwater potentia(2871KB) | 期刊论文 | 出版稿 | 开放获取 | CC BY-NC-SA | 浏览 |
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