[HTML][HTML] Groundwater vulnerability to contamination in the gulf cooperation council region: A review
Aquifer vulnerability arises from the degradation of groundwater quality due to a wide range
of contaminants and pollutants. The escalating concern regarding groundwater …
of contaminants and pollutants. The escalating concern regarding groundwater …
[HTML][HTML] Developing a novel tool for assessing the groundwater incorporating water quality index and machine learning approach
Groundwater plays a pivotal role as a global source of drinking water. To meet sustainable
development goals, it is crucial to consistently monitor and manage groundwater quality …
development goals, it is crucial to consistently monitor and manage groundwater quality …
Enhancing groundwater vulnerability assessment: comparative study of three machine learning models and five classification schemes for Cuddalore district
S Subbarayan, S Thiyagarajan, S Karuppannan… - Environmental …, 2024 - Elsevier
Most of the groundwater vulnerability assessment methods using machine learning are
binary classification. This study attempts multi-class classification models to map the …
binary classification. This study attempts multi-class classification models to map the …
Innovative approach for predicting daily reference evapotranspiration using improved shallow and deep learning models in a coastal region: A comparative study
Accurate and reliable estimation of Reference Evapotranspiration (ETo) is crucial for water
resources management, hydrological processes, and agricultural production. The FAO-56 …
resources management, hydrological processes, and agricultural production. The FAO-56 …
An innovative approach for predicting groundwater TDS using optimized ensemble machine learning algorithms at two levels of modeling strategy
Groundwater salinization in coastal aquifers is a major socioeconomic challenge in Oman
and many other regions worldwide due to several anthropogenic activities and natural …
and many other regions worldwide due to several anthropogenic activities and natural …
Evaluation and mapping of predicted future land use changes using hybrid models in a coastal area
Future prediction modeling of land use/land cover (LULC) is crucial for coastal regions due
to unique challenges and vulnerabilities associated with these areas. This research aims to …
to unique challenges and vulnerabilities associated with these areas. This research aims to …
Advancing SDGs: Predicting Future Shifts in Saudi Arabia's Terrestrial Water Storage Using Multi-Step-Ahead Machine Learning Based on GRACE Data
The availability of water is crucial for the growth and sustainability of human development.
The effective management of water resources is essential due to their renewable nature and …
The effective management of water resources is essential due to their renewable nature and …
[HTML][HTML] Interpretable machine learning for predicting the fate and transport of pentachlorophenol in groundwater
Pentachlorophenol (PCP) is a commonly found recalcitrant and toxic groundwater
contaminant that resists degradation, bioaccumulates, and has a potential for long-range …
contaminant that resists degradation, bioaccumulates, and has a potential for long-range …
A Comprehensive Review of Machine Learning Algorithms and Its Application in Groundwater Quality Prediction
H Pandya, K Jaiswal, M Shah - Archives of Computational Methods in …, 2024 - Springer
Groundwater is among the utmost essential renewable resources for every organism
existing on Earth. Assessing water quality is critical for the ecosystem's stability and …
existing on Earth. Assessing water quality is critical for the ecosystem's stability and …
Assessment of groundwater nitrate vulnerability using DRASTIC and modified DRASTIC in upper catchment of Sabarmati basin
T Gupta, R Kumari - Environmental Earth Sciences, 2023 - Springer
Contamination from agriculture diffuse particularly nitrate is an important concern due to its
impact on groundwater quality and human health. To ensure the protection of groundwater …
impact on groundwater quality and human health. To ensure the protection of groundwater …