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[HTML][HTML] A review of the application of machine learning in water quality evaluation
M Zhu, J Wang, X Yang, Y Zhang, L Zhang… - Eco-Environment & …, 2022 - Elsevier
With the rapid increase in the volume of data on the aquatic environment, machine learning
has become an important tool for data analysis, classification, and prediction. Unlike …
has become an important tool for data analysis, classification, and prediction. Unlike …
[HTML][HTML] The latest innovative avenues for the utilization of artificial Intelligence and big data analytics in water resource management
The effective management of water resources is essential to environmental stewardship and
sustainable development. Traditional approaches to water resource management (WRM) …
sustainable development. Traditional approaches to water resource management (WRM) …
Biochar-enhanced bioremediation of eutrophic waters impacted by algal blooms
Y Vasseghian, MM Nadagouda… - Journal of environmental …, 2024 - Elsevier
The permanent problem of formation of algal blooms in water polluted with nitrogen and
phosphorus is one of the formidable environmental problems. Biochar has the potential to …
phosphorus is one of the formidable environmental problems. Biochar has the potential to …
Exploring potential machine learning application based on big data for prediction of wastewater quality from different full-scale wastewater treatment plants
Water pollution generated from intensive anthropogenic activities has emerged as a critical
issue concerning ecosystem balance and livelihoods worldwide. Although optimizing …
issue concerning ecosystem balance and livelihoods worldwide. Although optimizing …
Predicting water quality with artificial intelligence: a review of methods and applications
D Irwan, M Ali, AN Ahmed, G Jacky, A Nurhakim… - … Methods in Engineering, 2023 - Springer
The water is the main pivotal sources of irrigation in agricultural activities and affects human
daily activities such as drinking. The water quality has a significant impact on various …
daily activities such as drinking. The water quality has a significant impact on various …
Artificial intelligence technologies revolutionizing wastewater treatment: Current trends and future prospective
Integration of the Internet of Things (IoT) into the fields of wastewater treatment and water
quality prediction has the potential to revolutionize traditional approaches and address …
quality prediction has the potential to revolutionize traditional approaches and address …
[HTML][HTML] Tracking changes in chlorophyll-a concentration and turbidity in Nansi Lake using Sentinel-2 imagery: A novel machine learning approach
J Zhang, F Meng, P Fu, T **g, J Xu, X Yang - Ecological Informatics, 2024 - Elsevier
This study represents the first application of Sentinel-2 remote sensing imagery and model
fusion techniques to assess the chlorophyll-a (Chla) concentration and turbidity in Nansi …
fusion techniques to assess the chlorophyll-a (Chla) concentration and turbidity in Nansi …
Predicting coastal harmful algal blooms using integrated data-driven analysis of environmental factors
Coastal harmful algal blooms (HABs) have become one of the challenging environmental
problems in the world's thriving coastal cities due to the interference of multiple stressors …
problems in the world's thriving coastal cities due to the interference of multiple stressors …
Fuzzy machine learning applications in environmental engineering: Does the ability to deal with uncertainty really matter?
Statement of Problem: Environmental engineering confronts complex challenges
characterized by significant uncertainties. Traditional modeling methods often fail to …
characterized by significant uncertainties. Traditional modeling methods often fail to …
[HTML][HTML] Prediction of phytoplankton biomass and identification of key influencing factors using interpretable machine learning models
Y Xu, D Zhang, J Lin, Q Peng, X Lei, T **, J Wang… - Ecological …, 2024 - Elsevier
The water quality of the Middle Route of the South-to-North Water Diversion Project (MRP) of
China is related to the health and safety of about 8500w people. In recent years, multiple …
China is related to the health and safety of about 8500w people. In recent years, multiple …