Impact of climate change on groundwater hydrology: a comprehensive review and current status of the Indian hydrogeology

S Swain, AK Taloor, L Dhal, S Sahoo, N Al-Ansari - Applied Water Science, 2022 - Springer
Groundwater is the second largest store of freshwater in the world. The sustainability of the
ecosystem is largely dependent on groundwater availability, and groundwater has already …

Exploring recent groundwater level changes using Innovative Trend Analysis (ITA) technique over three districts of Jharkhand, India

S Swain, S Sahoo, AK Taloor, SK Mishra… - Groundwater for …, 2022 - Elsevier
Groundwater is the largest store of available freshwater in the world. With the increasing
impact of climate change and human activities, assessment of variations in groundwater …

Empowering vertical farming through IoT and AI-Driven technologies: A comprehensive review

AS Rathor, S Choudhury, A Sharma, P Nautiyal… - Heliyon, 2024 - cell.com
The substantial increase in the human population dramatically strains food supplies.
Farmers need healthy soil and natural minerals for traditional farming, and production takes …

Application of random forest and multi-linear regression methods in downscaling GRACE derived groundwater storage changes

PJ Jyolsna, B Kambhammettu… - Hydrological Sciences …, 2021 - Taylor & Francis
ABSTRACT The advent of Gravity Recovery and Climate Experiment (GRACE) has opened
the doors for remote monitoring of gravitational changes and its derivatives across the globe …

[HTML][HTML] Enhancing spatial resolution of GRACE-derived groundwater storage anomalies in Urmia catchment using machine learning downscaling methods

F Sabzehee, AR Amiri-Simkooei, S Iran-Pour… - Journal of …, 2023 - Elsevier
The Urmia lake in north-west Iran has dried up to perilously low levels in the past two
decades. In this study, we investigate the drivers behind the decline in lake water level with …

A spatial downscaling methodology for GRACE total water storage anomalies using GPM IMERG precipitation estimates

A Gemitzi, N Koutsias, V Lakshmi - Remote Sensing, 2021 - mdpi.com
A downscaling framework for coarse resolution Gravity Recovery and Climate Experiment
(GRACE) Total Water Storage Anomaly (TWSA) data is described, exploiting the …

Groundwater storage change estimation using GRACE data and Google Earth Engine: A basin scale study

VK Singh, HK Pandey, SK Singh - Physics and Chemistry of the Earth, Parts …, 2023 - Elsevier
Groundwater is the main source of drinking and irrigation water available in the majority of
the Ghaghara River basin (GRB), which is a trans-boundary river basin and characterized by …

Recognition of district-wise groundwater stress zones using the GLDAS-2 catchment land surface model during lean season in the Indian state of West Bengal

S Sahoo, S Chakraborty, QB Pham, E Sharifi… - Acta Geophysica, 2021 - Springer
Water is essential for irrigation, drinking and industrial purposes from global to the regional
scale. The groundwater considered a significant water resource specifically in regions …

Machine-learning-based regional-scale groundwater level prediction using GRACE

M Pragnaditya, M Abhijit, SN Bhanja… - Hydrogeology …, 2021 - search.proquest.com
The rapid decline of groundwater levels (GWL) due to pervasive groundwater abstraction in
the densely populated (~ 1 billion) Indus-Ganges-Brahmaputra-Meghna (IGBM) …

Groundwater levels estimation from GRACE/GRACE-FO and hydro-meteorological data using deep learning in Ganga River basin, India

PS Moudgil, GS Rao - Environmental Earth Sciences, 2023 - Springer
Accurate prediction and continuous monitoring of spatiotemporal variations in groundwater
levels (GWL) are essential for sustainable groundwater resource management as it is a …