Delineation of Groundwater Potential Zones (GWPZs) in a Semi-Arid Basin through Remote Sensing, GIS, and AHP Approaches
Выделение зон потенциала подземных вод (GWPZ) в полуаридном бассейне с использованием методов дистанционного зондирования, ГИС и АHP
2022-07-05
SCID: 54.1/vgc262r3
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Analytic Hierarchy ProcessGroundwater potential zonesROC-AUC validationRemote sensingSemi-arid basin
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Abstract (AI)
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.
Key Findings
1
An integrated Remote Sensing, GIS, and AHP framework delineated groundwater potential zones in a semi-arid basin of San Luis Potosi, Mexico.
2
Seven thematic layers—geology, lineament density, land use/cover, TWI, rainfall, drainage density, and slope—were combined to produce the groundwater potential map.
3
The delineation provides spatial information to support groundwater conservation and sustainable resource management in semi-arid environments.
4
The resulting classification identified 68.21% of the basin as having low groundwater potential and 26.30% as having moderate potential.
5
Validation using water residence-time data from 15 wells produced a satisfactory ROC prediction accuracy, with an AUC of 0.677.
Research Object
Groundwater potential zones in the semi-arid basin of San Luis Potosi, Mexico
Research Subject
The spatial delineation, assessment, and prediction accuracy of groundwater potential under climatic, terrain, geological, land-use, and hydrological conditions
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2022-07-05
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