Delineation of Groundwater Potential Zones (GWPZs) in a Semi-Arid Basin through Remote Sensing, GIS, and AHP Approaches

被引:52
|
作者
Uc Castillo, Jose Luis [1 ]
Martinez Cruz, Diego Armando [2 ]
Ramos Leal, Jose Alfredo [1 ]
Tuxpan Vargas, Jose [3 ]
Rodriguez Tapia, Silvia Alicia [4 ]
Marin Celestino, Ana Elizabeth [3 ]
机构
[1] Inst Potosino Invest Cient & Tecnol AC, Div Geociencias Aplicadas, Camino Presa San Jose 2055,Col Lomas 4ta Secc, San Luis Potosi 78216, San Luis Potosi, Mexico
[2] CONACYT Ctr Invest Mat Avanzados, Durango 34147, Mexico
[3] CONACYT Inst Potosino Invest Cient & Tecnol AC, Div Geociencias Aplicadas, Camino Presa San Jose 2055,Col Lomas 4ta Secc, San Luis Potosi 78216, San Luis Potosi, Mexico
[4] Univ Sierra Juarez, Inst Estudios Ambientales, Ave Univ S-N, Ixtlan De Juarez 68725, Oaxaca, Mexico
关键词
analytic hierarchy process; delineation; GIS; groundwater potential; multiple criteria decision-making; remote sensing; ROC curve; SLP basin; semi-arid region; SAN-LUIS-POTOSI; ANALYTIC HIERARCHY PROCESS; DRAINAGE DENSITY; WATER-QUALITY; RIVER-BASIN; LAND-USE; RECHARGE; PRECIPITATION; AQUIFER; CLASSIFICATION;
D O I
10.3390/w14132138
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Groundwater occurrence in semi-arid regions is variable in space and time due to climate patterns, terrain features, and aquifer properties. Thus, accurate delineation of Groundwater Potential Zones (GWPZs) is essential for sustainable water resources management in these environments. The present research aims to delineate and assess GWPZs in a semi-arid basin of San Luis Potosi (SLP), Mexico, through the integration of Remote Sensing (RS), Geographic Information System (GIS), and Analytic Hierarchy Process (AHP). Seven thematic layers (geology, lineament density, land use and land cover, topographic wetness index (TWI), rainfall, drainage density, and slope) were generated in raster format. After the AHP procedure and rank assignment, the thematic layers were integrated using the raster calculator to obtain the GWPZs map. The results indicated that 68.21% of the area is classified as low groundwater potential, whereas 26.30% is classified as moderate. Validation was done by assessing the water residence time data from 15 wells distributed in the study area. Furthermore, the Receiver Operating Characteristics (ROC) curve was obtained, indicating a satisfactory accuracy prediction (AUC = 0.677). This study provides valuable information for decision-makers regarding the conservation and sustainable management of groundwater resources.
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页数:29
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