AIMC Journal:
Journal of environmental management

Showing 151 to 160 of 344 articles

Hourly PM concentration prediction for dry bulk port clusters considering spatiotemporal correlation: A novel deep learning blending ensemble model.

Journal of environmental management Oct 1, 2024
Accurate prediction of PM concentrations in ports is crucial for authorities to combat ambient air pollution effectively and protect the health of port staff. However, in port clusters formed by multiple neighboring ports, we encountered several chal...
Neural Networks, Computer Deep Learning Air Pollutants Models, Theoretical Air Pollution Environmental Monitoring Particulate Matter
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A machine learning approach to map the potential agroecological complexity in an indigenous community of Colombia.

Journal of environmental management Sep 28, 2024
Agroecological systems are potential solutions to the environmental challenges of intensive agriculture. Indigenous communities, such as the Kamëntšá Biyá and Kamëntšá Inga from the Sibundoy Valley (SV) in Colombia, have their own ancient agroecologi...
Humans Agriculture Machine Learning Biodiversity Colombia Conservation of Natural Resources
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Evaluating machine learning performance in predicting sodium adsorption ratio for sustainable soil-water management in the eastern Mediterranean.

Journal of environmental management Sep 27, 2024
Soil salinization is a critical global issue for sustainable agriculture, impacting crop yields and posing a threat to achieving the Sustainable Development Goal (SDG) of ensuring food security. It is necessary to monitor it in detail and uncover its...
Adsorption Sodium Machine Learning Salinity Neural Networks, Computer Water Soil Mediterranean Region Agriculture
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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 Neural Networks, Computer Machine Learning Groundwater
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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...
Neural Networks, Computer Machine Learning India Groundwater Risk Assessment Environmental Monitoring Water Quality
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Integrating multisource data and machine learning for supraglacial lake detection: Implications for environmental management and sustainable development goals in high mountainous regions.

Journal of environmental management Sep 24, 2024
The accurate detection and monitoring of supraglacial lakes in high mountainous regions are crucial for understanding their dynamic nature and implications for environmental management and sustainable development goals. In this study, we propose a no...
Environmental Monitoring Support Vector Machine Sustainable Development Ice Cover Neural Networks, Computer Pakistan Machine Learning Lakes
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Does COVID-19 lockdown matter for air pollution in the short and long run in China? A machine learning approach to policy evaluation.

Journal of environmental management Sep 24, 2024
This paper leverages a data-driven two-step approach to effectively evaluate the effects of COVID-19 lockdown on air pollution in both the short and long-term in China. Using air pollution, meteorological conditions, and air mass clusters from 34 air...
Quarantine Beijing China Environmental Monitoring Air Pollution Particulate Matter Air Pollutants COVID-19 SARS-CoV-2 Humans Machine Learning
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Leveraging machine learning algorithms in dynamic modeling of urban expansion, surface heat islands, and carbon storage for sustainable environmental management in coastal ecosystems.

Journal of environmental management Sep 20, 2024
Climate change and rapid urbanization are dramatically altering coastal ecosystems worldwide, with significant implications for land surface temperatures (LST) and carbon stock concentration (CSC). This study investigates the impacts of day and night...
Machine Learning Algorithms Climate Change Bangladesh Urbanization Ecosystem Carbon Carbon Sequestration
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Synergistic biochar and Serratia marcescens tackle toxic metal contamination: A multifaceted machine learning approach.

Journal of environmental management Sep 20, 2024
Metal contamination in soil poses environmental and health risks requiring effective remediation strategies. This study introduces an innovative approach of synergistically employing biochar and bacterial inoculum of Serratia marcescens to address to...
Serratia marcescens Soil Pollutants Charcoal Soil Metals Machine Learning
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Integrating deep learning techniques for effective river water quality monitoring and management.

Journal of environmental management Sep 19, 2024
Effective river water quality monitoring is essential for sustainable water resource management. In this study, we established a comprehensive monitoring system along the Kaveri River, capturing real-time data on multiple critical water quality param...
Water Quality Deep Learning Rivers Environmental Monitoring Neural Networks, Computer
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