Separation and Purification Technology, Journal Year: 2024, Volume and Issue: unknown, P. 131308 - 131308
Published: Dec. 1, 2024
Language: Английский
Separation and Purification Technology, Journal Year: 2024, Volume and Issue: unknown, P. 131308 - 131308
Published: Dec. 1, 2024
Language: Английский
Environmental Chemistry Letters, Journal Year: 2025, Volume and Issue: unknown
Published: Feb. 3, 2025
Language: Английский
Citations
1Journal of Sedimentary Environments, Journal Year: 2025, Volume and Issue: unknown
Published: Feb. 24, 2025
Language: Английский
Citations
0International Journal of Biological Macromolecules, Journal Year: 2025, Volume and Issue: unknown, P. 141836 - 141836
Published: March 1, 2025
Language: Английский
Citations
0Journal of Environmental Management, Journal Year: 2025, Volume and Issue: 382, P. 125427 - 125427
Published: April 18, 2025
Language: Английский
Citations
0Water, Journal Year: 2025, Volume and Issue: 17(9), P. 1316 - 1316
Published: April 28, 2025
The adsorption of Fe(III) onto the surface microplastics (MPs) enhances their toxicity and mobility in aquatic environments, posing a serious threat to human health ecosystem balance. This study investigated mechanism influencing factors on three types MPs with varying particle sizes aging degrees using batch experiments freshwater saltwater. Machine learning (ML) techniques were employed predict capacity conduct attribution analysis. results showed that both saltwater followed Pseudo-First-Order kinetics Langmuir isotherms, indicating monolayer homogeneous physical reaction driven by oxygen-containing functional groups, hydrogen bonds aromatic rings MP surface. for was higher than saltwater, positively correlated degree pH value, but negatively size. Among tested ML models, Random Forest Gaussian Process Regression models Bayesian Optimization performed well predicting capacity, value identified as key based SHAP conducted comprehensive investigation behavior between water, providing valuable insights risk assessment prevention pollution environments.
Language: Английский
Citations
0Environmental Development, Journal Year: 2024, Volume and Issue: unknown, P. 101132 - 101132
Published: Dec. 1, 2024
Language: Английский
Citations
3Separation and Purification Technology, Journal Year: 2024, Volume and Issue: unknown, P. 131308 - 131308
Published: Dec. 1, 2024
Language: Английский
Citations
1