Drought prediction: a comprehensive review of different drought prediction models and adopted technologies

N Nandgude, TP Singh, S Nandgude, M Tiwari - Sustainability, 2023 - mdpi.com
Precipitation deficit conditions and temperature anomalies are responsible for the
occurrence of various types of natural disasters that cause tremendous loss of human life …

Integrating remote sensing derived indices and machine learning algorithms for precise extraction of small surface water bodies in the lower Thoubal river watershed …

MH Rahaman, M Masroor, H Sajjad - Journal of Cleaner Production, 2023 - Elsevier
Surface water resources have witnessed various challenges namely shortage of water
availability, deterioration in water quality and reduction of water bodies due to climate …

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 …

Assessment of trends and multi-decadal changes in groundwater level in parts of the Malwa region, Punjab, India

S Sahoo, S Swain, A Goswami, R Sharma… - Groundwater for …, 2021 - Elsevier
Due to spatial unevenness in rainfall, groundwater dependency for irrigation has increased
exponentially, which poses a challenge for its sustainability. Hence, the long-term behaviour …

Harnessing machine learning for assessing climate change influences on groundwater resources: a comprehensive review

A Bamal, MG Uddin, AI Olbert - Heliyon, 2024 - cell.com
Climate change is a major concern for a range of environmental issues including water
resources especially groundwater. Recent studies have reported significant impact of …

[HTML][HTML] Influence of irrigation and groundwater on the propagation of meteorological drought to agricultural drought

L Fawen, Z Manjing, Z Yong, J Rengui - Agricultural Water Management, 2023 - Elsevier
Research on drought propagation is of great significance for the scientific prediction of
agricultural drought and reducing drought losses. In this study, based on the daily scale …

Spatial and temporal trend analysis of groundwater levels and regional groundwater drought assessment of Kabul, Afghanistan

AR Noori, SK Singh - Environmental Earth Sciences, 2021 - Springer
Groundwater is the dominant source of water supply in Kabul city in Afghanistan, but water
levels in the region are steadily declining. This study was undertaken to assess groundwater …

Steady declining trend of groundwater table and severe water crisis in unconfined hard rock aquifers in extended part of Chota Nagpur Plateau, India

B Bera, PK Shit, N Sengupta, S Saha… - Applied Water …, 2022 - Springer
Scarcity of groundwater is a severe problem in this region due to over exploitation of
groundwater from unconfined hard rock aquifers. The main objectives of this study are to …

Application of artificial intelligence techniques for the determination of groundwater level using spatio–temporal parameters

A Najafabadipour, G Kamali, H Nezamabadi-Pour - ACS omega, 2022 - ACS Publications
Increasing the depth of mining leads to the location of the mine pit below the groundwater
level. The entry of groundwater into the mining pit increases costs as well as reduces …

Explaining the mechanism of multiscale groundwater drought events: A new perspective from interpretable deep learning model

H Cai, H Shi, Z Zhou, S Liu… - Water Resources …, 2024 - Wiley Online Library
This study presents a new approach to understand the causes of groundwater drought
events with interpretable deep learning (DL) models. As prerequisites, accurate long short …