AIMC Topic: Groundwater

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Assessment of groundwater quality variation characteristics and influencing factors in an intensified agricultural area: An integrated hydrochemical and machine learning approach.

Journal of environmental management Nov 6, 2024
The decline in groundwater quality in intensive agricultural areas in recent years, driven by environmental change and intensified human activity, poses a significant threat to agricultural production and public health, requiring attention and effect...
Water Pollutants, Chemical Water Quality Groundwater Environmental Monitoring China Machine Learning Agriculture Algorithms
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An integrated framework of deep learning and entropy theory for enhanced high-dimensional permeability field identification in heterogeneous aquifers.

Water research Oct 30, 2024
Accurately estimating high-dimensional permeability (k) fields through data assimilation is critical for minimizing uncertainties in groundwater flow and solute transport simulations. However, designing an effective monitoring network to obtain diver...
Groundwater Entropy Permeability Deep Learning Models, Theoretical
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Enhancing local-scale groundwater quality predictions using advanced machine learning approaches.

Journal of environmental management Oct 15, 2024
Assessing groundwater quality typically involves labor-intensive, time-consuming, and costly laboratory tests, making real-time monitoring impractical, especially at the local level. Groundwater quality projections at the local scale using broad spat...
Groundwater Environmental Monitoring Water Quality Machine Learning Algorithms
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Beach nourishment for coastal aquifersimpacted by climate change and population growth using machine learning approaches.

Journal of environmental management Sep 26, 2024
Groundwater in coastal regions is threatened by saltwater intrusion (SWI). Beach nourishment is used in this study to manage SWI in the Biscayne aquifer, Florida, USA, using a 3D SEAWAT model nourishment considering the future sea level rise and fres...
Population Growth Florida Support Vector Machine Climate Change Machine Learning Groundwater Neural Networks, Computer
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Groundwater quality prediction and risk assessment in Kerala, India: A machine-learning approach.

Journal of environmental management Sep 25, 2024
Despite its critical importance for health, agriculture, and the economy, and its key role in supporting climate change adaptation, groundwater quality remains vulnerable to contamination and is often neglected until significant deterioration. The gr...
Water Quality Groundwater Environmental Monitoring Neural Networks, Computer Machine Learning Risk Assessment India
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Spatial prediction of groundwater salinity in multiple aquifers of the Mekong Delta region using explainable machine learning models.

Water research Sep 6, 2024
Groundwater salinization is a prevalent issue in coastal regions, yet accurately predicting and understanding its causal factors remains challenging due to the complexity of the groundwater system. Therefore, this study predicted groundwater salinity...
Machine Learning Groundwater Environmental Monitoring Salinity Republic of Korea Models, Theoretical
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Multi-source machine learning and spaceborne remote sensing data accurately predict three-dimensional soil moisture in an in-service uranium disposal cell.

Journal of environmental management Aug 31, 2024
One reason arid and semi-arid environments have been used to store waste is due to low groundwater recharge, presumably limiting the potential for meteoric water to mobilize and transport contaminants into groundwater. The U.S. Department of Energy O...
Remote Sensing Technology Groundwater Uranium Environmental Monitoring Machine Learning Soil
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Deciphering geochemical fingerprints and health implications of groundwater fluoride contamination in mica mining regions using machine learning tactics.

Environmental geochemistry and health Aug 27, 2024
The contribution of mica mining activities to fluoride (F) contamination in groundwater has been chased in this study. For the purpose, groundwater samples (n = 40, replicated thrice) were collected during the post-monsoons (September-October) from a...
Groundwater Environmental Monitoring Risk Assessment Child Aluminum Silicates Water Pollutants, Chemical Humans Mining Machine Learning Fluorides
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Precise management and control around the landfill integrating artificial intelligence and groundwater pollution risks.

Chemosphere Aug 24, 2024
The Landfill plays an important role in urban development and waste disposal. However, landfill leachate may also bring more serious pollution and health risks to the surrounding groundwater environment. Compared with other areas, the area around the...
Water Pollutants, Chemical Artificial Intelligence Groundwater Water Pollution Water Quality Algorithms Environmental Monitoring Refuse Disposal Risk Assessment Waste Disposal Facilities
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Tracking the impact of heavy metals on human health and ecological environments in complex coastal aquifers using improved machine learning optimization.

Environmental science and pollution research international Aug 24, 2024
The rising heavy metal (HM) pollution in coastal aquifers in rapidly urbanizing areas such as Dammam leads to significant risks to public health and environmental sustainability, challenging compliance with Environmental Protection Agency (EPA) guide...
Water Pollutants, Chemical Metals, Heavy Groundwater Humans Environmental Monitoring Machine Learning
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