Application of machine learning in groundwater quality modeling-A comprehensive review

R Haggerty, J Sun, H Yu, Y Li - Water Research, 2023 - Elsevier
Groundwater is a crucial resource across agricultural, civil, and industrial sectors. The
prediction of groundwater pollution due to various chemical components is vital for planning …

Assessment of groundwater suitability for sustainable irrigation: a comprehensive study using indexical, statistical, and machine learning approaches

G Singh, J Singh, OA Wani, JC Egbueri… - Groundwater for …, 2024 - Elsevier
Groundwater quality for irrigation purposes varies across regions, countries, and specific
locations, primarily due to factors such as groundwater extraction and utilization methods …

Groundwater quality evaluation based on water quality indices (WQI) using GIS: Maadher plain of Hodna, Northern Algeria

T Selmane, M Dougha, S Djerbouai, D Djemiat… - … Science and Pollution …, 2023 - Springer
In a semi-arid region of Maadher, central Hodna (Algeria), groundwater is the main source
for agricultural and domestic purposes. Anthropogenic activities and the presence of climate …

Groundwater Pollution Impact on Food Security

AMM Irfeey, MMM Najim, BA Alotaibi, A Traore - Sustainability, 2023 - mdpi.com
Global food security challenges have been burdened by a rapidly expanding population and
its attendant food demands. Safer and higher-quality agriculture is one of the most essential …

QUANTIFICATION OF MIXING PROPORTIONS OF SURFACE WATER, GROUNDWATER, AND PRECIPITATION IN A REGIONAL BASIN USING MULTIPLE …

FB QUINODÓZ, M PASCUINI, A CABRERA… - Journal of South …, 2024 - Elsevier
Increased precipitation in the 1970s led to base level shifts in the Rio Quinto basin, causing
conflicts due to flooding. A regional study was conducted to analyze the water resource …

Fluoride contamination in groundwater of community tube wells, source distribution, associated health risk exposure, and suitability analysis for drinking from arid …

Z Ullah, A Rashid, J Nawab, AUR Bacha, J Ghani… - Water, 2023 - mdpi.com
Fluoride (F−) pollution in potable groundwater (GW) is a serious environmental concern in
Pakistan with substantial human health hazard reports. The research on F− pollution in GW …

Quantitative source identification and determination of natural background levels for typical ions in groundwater of the Huaibei Plain, China

J Xu, G Liu, M Zhang, M Lu, S Wang, Y Li, M Arif… - Environmental Earth …, 2024 - Springer
Groundwater is the major water resource for human consumption, industrial operation, and
agricultural irrigation in the Huaibei Plain, Anhui Province, China. To effectively manage …

Integrated management of groundwater quantity, physicochemical properties, and microbial quality in West Nile delta using a new MATLAB code and geographic …

M Shehata, SM Zaid, ST Al-Goul, A Shami… - Scientific reports, 2024 - nature.com
Groundwater is an excellent alternative to freshwater for drinking, irrigation, and developing
arid regions. Agricultural, commercial, industrial, residential, and municipal activities may …

Toxicity evaluation of a heavy‐metal‐polluted river: Pollution identification and bacterial community assessment

JM Li, JH Ou, F Verpoort, RY Surmpalli… - Water Environment …, 2023 - Wiley Online Library
Abstract The Salt River is an important urban river in Kaohsiung, Taiwan. In this study, the
source identification and risk and toxicity assessment of the heavy‐metal‐contaminated …

Hydro-chemometrics of the Nubian Aquifer in Sudan: an integration of groundwater quality index, multivariate statistics, and human health risk assessment

MAA Mohammed, A Eltijani, NP Szabó, P Szűcs - Discover Water, 2023 - Springer
This research employed the groundwater quality index (GWQI), multivariate statistical
methods, and human health risk assessment model to investigate the suitability of …