Critical role of climate factors for groundwater potential mapping in arid regions: Insights from random forest, XGBoost, and LightGBM algorithms

X Guo, X Gui, H Xiong, X Hu, Y Li, H Cui, Y Qiu… - Journal of Hydrology, 2023 - Elsevier
Groundwater potential mapping (GPM) provides the valuable information on groundwater
volume that can be withdrawn from the aquifer without affecting the environmental …

[HTML][HTML] Analysis of methods used to validate remote sensing and GIS-based groundwater potential maps in the last two decades: A review

G Bennett - Geosystems and Geoenvironment, 2024 - Elsevier
The integration of remote sensing data, machine learning and geographic information
system in managing and analysing spatial data helps in generating maps showing …

Deciphering artificial groundwater recharge suitability zones in the agricultural area of a river basin in Andhra Pradesh, India using geospatial techniques and …

NS Rao, S Gugulothu, R Das - Catena, 2022 - Elsevier
The aim of the present study is to decipher artificial groundwater zones in the agricultural
area of the Varaha River basin in the Visakhapatnam district, Andhra Pradesh, India, using a …

Groundwater resource exploration and mapping methods: a review

MMC Rodriguez, TP Ferolin - Journal of Environmental …, 2023 - icevirtuallibrary.com
Groundwater, a vital resource for various human activities and ecosystems, necessitates
efficient management and sustainable utilisation. Groundwater potential zone mapping …

Groundwater delineation for sustainable improvement and development aided by GIS, AHP, and MIF techniques

M Ehsan, H Shabbir, AMF Al-Quraishi, N Al-Ansari… - Applied Water …, 2024 - Springer
Exploration of groundwater is an integral part of viable resource growth for society,
economy, and irrigation. However, uncontrolled utilization is mainly reported in urban and …

Developing groundwater potentiality models by coupling ensemble machine learning algorithms and statistical techniques for sustainable groundwater management

J Mallick, MW Naikoo, S Talukdar, IA Ahmed… - Geocarto …, 2022 - Taylor & Francis
The present study intends to construct a logistic regression based hybrid EML model by
considering nine standalone and ensemble machine learning (EML) algorithms as …

[HTML][HTML] Application of geospatial tools in the assessment of Flood hazard impact on social vulnerability of Malda district, West Bengal, India

KK Mandal, K Dharanirajan, ML Meena, T Jaman… - Natural Hazards …, 2024 - Elsevier
Social vulnerability assessment is a dynamic process, which varies from place to place. In
the present study, the social vulnerability index (SVI) of Malda district has been prepared …

Delineation of groundwater potential zones in Singrauli coalfield using remote sensing, GIS and multi-influencing factor (MIF) techniques, India

AK Sonkar, R Varshney, AK Vishwakarma… - Sustainable Water …, 2023 - Springer
The present research was carried out for delineation of groundwater potential zones in the
Singrauli coalfield utilizing combined application of remote sensing, GIS and multi …

Geospatial data analysis using fuzzy analytical hierarchy process to delineate groundwater potential zone in a Semi-arid Hard Rock Terrain

R Saha, T Wankhede, IC Das… - Journal of the …, 2023 - pubs.geoscienceworld.org
Delineation of groundwater potential zone (GWPZ) is the fundamental need to achieve
sustainable development/management of groundwater resources. The hybrid approach of …

Delineation of groundwater potential zones and its extent of contamination from the hard rock aquifers in west-Bengal, India

P Kumar, DS Gupta, K Rao, A Biswas, P Ghosh - Environmental Research, 2024 - Elsevier
This study evaluates the groundwater potential and quality in the parts of Chhotanagpur
Gneissic Complex situated in the East Indian Shield. The region has faced groundwater …