Assessment of groundwater potential zones in coal mining impacted hard-rock terrain of India by integrating geospatial and analytic hierarchy process (AHP) approach

被引:124
作者
Kumar, Akshay [1 ]
Krishna, Akhouri Pramod [1 ]
机构
[1] Birla Inst Technol, Dept Remote Sensing, Ranchi, Bihar, India
关键词
Groundwater potential index; GIS; remote sensing; AHP; hard rock terrain; GEOGRAPHIC INFORMATION-SYSTEMS; REMOTE-SENSING DATA; FREQUENCY RATIO; LOGISTIC-REGRESSION; DECISION-ANALYSIS; ENTROPY MODELS; GIS TECHNIQUES; RIVER-BASIN; WEST-BENGAL; DISTRICT;
D O I
10.1080/10106049.2016.1232314
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The study aims at delineating groundwater potential zones using geospatial technology and analytical hierarchy process (AHP) techniques in mining impacted hard rock terrain of Ramgarh and part of Hazaribagh districts, Jharkhand, India. Relevant thematic layers were prepared and assigned weight based on Saaty's 9-point scale and normalized by eigenvector technique of AHP to identify groundwater prospect in the study area. The weighted linear combination method was applied to prepare the groundwater potential index in geographic information system. Final groundwater prospects were classified as excellent, very good, good, moderate, poor and very poor groundwater potential zones. Study thus revealed that the excellent, very good and good groundwater potential zones, respectively, cover 148.3, 373.66 and 438.86 km(2) of the study area, whereas the poor groundwater potential zone covers 180.05 km(2). Validation was done through a receiver operating characteristic curve, which indicated that AHP had good prediction accuracy (AUC = 75.45%).
引用
收藏
页码:105 / 129
页数:25
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