AutoML-GWL: automated machine learning model for the prediction of groundwater level

A Singh, S Patel, V Bhadani, V Kumar… - … Applications of Artificial …, 2024 - Elsevier
Predicting groundwater levels is pivotal in curbing overexploitation and ensuring effective
water resource governance. However, groundwater level prediction is intricate, driven by …

Groundwater sustainability assessment under climate change scenarios using integrated modelling approach and multi-criteria decision method

N Mundetia, D Sharma, A Sharma - Ecological Modelling, 2024 - Elsevier
Groundwater is the main preferred source of freshwater resources and therefore its use,
management, and sustainability are closely related to the Sustainable Development Goals …

Assessment of machine learning models to predict daily streamflow in a semiarid river catchment

A Kumar, K Gaurav, A Singh, ZM Yaseen - Neural Computing and …, 2024 - Springer
In this study, we employ explainable machine learning (ML) models to predict daily
streamflow (Q flow) by leveraging hydro-meteorological parameters. The predictive matrix …

Nature-inspired optimal tuning of input membership functions of fuzzy inference system for groundwater level prediction

V Bhadani, A Singh, V Kumar, K Gaurav - Environmental Modelling & …, 2024 - Elsevier
We present a novel regression algorithm that combines a Fuzzy Inference System (FIS) with
a nature-inspired algorithm to predict variations in GroundWater Levels (GWLs). Initially, we …

[HTML][HTML] Groundwater level response to precipitation at the hydrological observatory of Pinios (central Greece)

MR Alfio, V Pisinaras, A Panagopoulos… - Groundwater for …, 2024 - Elsevier
To study groundwater dynamics and their response to precipitation in the Pinios river basin
(central Greece), the variation trends and seasonal patterns of fourteen monitored …

Estimation of Ground Water Recharge in the Command Area of Krishna Central Delta

SMN Sakib - 2024 - cambridge.org
Groundwater recharge is the most important component in all the water balance studies.
Norms set by the Groundwater Resource Estimation Committee, GEC-2015 was used for the …

Hydrological dichotomy: Streamflow drought in dammed vs. undammed regions of the largest Indian Peninsular basin

M Ghosal, S Swarnkar, V Poonia, S Kundu… - Journal of Arid …, 2024 - Elsevier
Recurring streamflow drought is a significant problem, and it is necessary to comprehend
the spatiotemporal patterns and driving factors of historical droughts in order to manage …

Unravelling surface water dynamics in semi-arid central Indian region for sustainable agricultural practices

AS Surjibhai, R Nath, S Singh, S Swarnkar… - Environmental Monitoring …, 2024 - Springer
The distribution and availability of water resources have been greatly impacted by global
climate change and unsustainable human activities. This has resulted in increased pressure …

Effect of climate and land use change on discharge in the Betwa River basin, India, using SWAT based on CMIP6 and the Land Change Modeler model projections

RP Singh, VG Singh, SK Singh, N Kumar… - Journal of Water and …, 2025 - iwaponline.com
Assessment of hydrological flux under climate and land use change is critical. For the Ken-
Betwa river-linking project underway in central India, a pre-assessment of land use land …

Unveiling the dynamic seasons of the Vaal River: a multitemporal monitoring and analysis on a cloudbased geospatial platform

IR Bodunrin, EK Onyari - Developments in Environmental Science, 2024 - Elsevier
Smart monitoring of water resources comprises the use of one or more components
comprising machine learning (ML), artificial intelligence (AI), and information and …