Comparison of gradient boosted decision trees and random forest for groundwater potential mapping in Dholpur (Rajasthan), India
Sign Up to like & getrecommendations! Published in 2020 at "Stochastic Environmental Research and Risk Assessment"
DOI: 10.1007/s00477-020-01891-0
Abstract: In the drought prone district of Dholpur in Rajasthan, India, groundwater is a lifeline for its inhabitants. With population explosion and rapid urbanization, the groundwater is being critically over-exploited. Hence the current groundwater potential mapping… read more here.
Keywords: decision; groundwater; groundwater potential; dholpur rajasthan ... See more keywords
Groundwater potential mapping using C5.0, random forest, and multivariate adaptive regression spline models in GIS
Sign Up to like & getrecommendations! Published in 2018 at "Environmental Monitoring and Assessment"
DOI: 10.1007/s10661-018-6507-8
Abstract: Ever increasing demand for water resources for different purposes makes it essential to have better understanding and knowledge about water resources. As known, groundwater resources are one of the main water resources especially in countries… read more here.
Keywords: water; adaptive regression; forest multivariate; groundwater potential ... See more keywords
Groundwater potential mapping of Tawi River basin of Jammu District, India, using geospatial techniques
Sign Up to like & getrecommendations! Published in 2022 at "Environmental Monitoring and Assessment"
DOI: 10.1007/s10661-022-09841-9
Abstract: The demand for water is increasing around the world due to population growth, urbanization, industrialization, etc., which is making groundwater a vital natural resource for meeting the growing demand for water. According to the central… read more here.
Keywords: groundwater potential; gwp; district; jammu district ... See more keywords
Strategies for Learning Groundwater Potential Modelling Indices under Sparse Data with Supervised and Unsupervised Techniques
Sign Up to like & getrecommendations! Published in 2020 at "Water Resources Management"
DOI: 10.1007/s11269-020-02555-y
Abstract: Mapping for Groundwater Potential Indices (GPI) is investigated for study areas with sparse data by the customary ten general-purpose data layers with a scoring system of rates and weights but assigning their values give rise… read more here.
Keywords: unsupervised models; groundwater potential; sparse data; base ... See more keywords
Evaluating the groundwater potential of Wadi Al-Jizi, Sultanate of Oman, by integrating remote sensing and GIS techniques
Sign Up to like & getrecommendations! Published in 2022 at "Environmental Science and Pollution Research"
DOI: 10.1007/s11356-021-17848-x
Abstract: Groundwater resources are highly stressed due to their overuse, especially in the arid region. This study is aimed at discovering potential groundwater resource zones using currently available data and state-of-the-art methods. This will lead to… read more here.
Keywords: evaluating groundwater; groundwater potential; wadi jizi; groundwater ... See more keywords
GIS-based bivariate statistical techniques for groundwater potential analysis (an example of Iran)
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Earth System Science"
DOI: 10.1007/s12040-017-0888-x
Abstract: Groundwater potential analysis prepares better comprehension of hydrological settings of different regions. This study shows the potency of two GIS-based data driven bivariate techniques namely statistical index (SI) and Dempster–Shafer theory (DST) to analyze groundwater potential… read more here.
Keywords: gis based; groundwater; groundwater potential; potential analysis ... See more keywords
An improved FAHP based methodology for groundwater potential zones in Longchuan River basin, Yunnan Province, China
Sign Up to like & getrecommendations! Published in 2020 at "Earth Science Informatics"
DOI: 10.1007/s12145-020-00469-2
Abstract: Longchuan River Basin is located in Chuxiong (central Yunnan province, China) that is subject to severe drought. Agriculture is critical to local economy, which can lead to intense agricultural activity. Accordingly, delineating groundwater potential zones… read more here.
Keywords: methodology; longchuan river; potential zones; groundwater potential ... See more keywords
GIS-based multi-criteria decision making and entropy approaches for groundwater potential zones delineation
Sign Up to like & getrecommendations! Published in 2021 at "Earth Science Informatics"
DOI: 10.1007/s12145-021-00576-8
Abstract: In arid and semi-arid, due to the lack of surface water, groundwater plays key role in people survival. Therefore, assessing groundwater potential zones is vital to conserve and manage this resource properly. The main object… read more here.
Keywords: multi criteria; gis based; potential zones; groundwater potential ... See more keywords
Geoinformatics and geophysical survey-based estimation of best groundwater potential sites through surface and subsurface indicators
Sign Up to like & getrecommendations! Published in 2020 at "Arabian Journal of Geosciences"
DOI: 10.1007/s12517-020-05496-3
Abstract: Groundwater is the most important natural resource around the world which needs new and advanced technologies for control and monitoring. This investigation was to check the groundwater potential zones by integrated techniques of geoinformatics and… read more here.
Keywords: groundwater; geoinformatics geophysical; groundwater potential; survey ... See more keywords
GIS-Based Multi-criteria Evaluation for Deciphering of Groundwater Potential
Sign Up to like & getrecommendations! Published in 2019 at "Journal of the Indian Society of Remote Sensing"
DOI: 10.1007/s12524-019-01078-3
Abstract: In this paper, an attempt has been made to decipher the groundwater potential areas in Wonbera Basin, Ethiopia, using multi-criteria evaluation coupled with GIS. Thematic layers such as soil type, soil texture, landuse, rainfall, slope,… read more here.
Keywords: criteria evaluation; multi criteria; groundwater potential; gis ... See more keywords
An Integrated Study to Delineate the Groundwater Potential Zones Using Geospatial Approach of Sidhi Area, Madhya Pradesh
Sign Up to like & getrecommendations! Published in 2020 at "Journal of the Geological Society of India"
DOI: 10.1007/s12594-020-1471-7
Abstract: The surface and groundwater resources are depleting over time, therefore, it becomes essential to monitor and preserve these resources and also to protect their quality. Remote sensing and GIS has become an important tool of… read more here.
Keywords: groundwater; potential zones; groundwater potential; study ... See more keywords