Bioremediation of organic pollutants by laccase-metal–organic framework composites: A review of current knowledge and future perspective

Bioresource Technology, Год журнала: 2024, Номер 406, С. 131072 - 131072

Опубликована: Июль 4, 2024

Язык: Английский

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Global environmental change mediated response of wetland plants: Evidence from past decades

The Science of The Total Environment, Год журнала: 2025, Номер 966, С. 178668 - 178668

Опубликована: Фев. 1, 2025

Язык: Английский

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Enhancing microplastic removal and nitrogen mitigation in constructed wetlands: An earthworm-centric perspective

Journal of Hazardous Materials, Год журнала: 2025, Номер 489, С. 137540 - 137540

Опубликована: Фев. 8, 2025

Язык: Английский

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Machine Learning Application for Nutrient Removal Rate Coefficient Analyses in Horizontal Flow Constructed Wetlands

ACS ES&T Water, Год журнала: 2024, Номер 4(6), С. 2619 - 2631

Опубликована: Май 1, 2024

Land area optimization for horizontal flow constructed wetlands (HFCWs) with a low organic loading rate (OLR) needs special considerations as the microflora changes dramatically OLR. The P-k-C* approach does not lead to an accurate calculation of k-values in these wetlands. In this research, nonlinear machine learning models [Support Vector Regression (SVR), Random Forest (RF), and Artificial Neural Networks (ANN)] are applied predict realistic k-values. Data from 37 low-OLR HFCWs (n = 544) were analyzed, calculated found vary markedly (0.059–0.249 average 0.113 ± 0.090 m/day). classification based on OLR, rate, media depth leads reduction standard deviations (SDs) 83.40 35.27%. least SDs needed optimal design CWs. SVR, RF, ANN tested, best prediction efficiency testing datasets was achieved through model R2(kTKN)= 0.768 (RMSE 0.067) total Kjeldahl nitrogen (TKN), R2(kTN)= 0.835 0.043) (TN), R2(kTP) 0.723 0.087) phosphorus (TP). outcome validated using primary data HFCWs, which also confirmed superiority ANN-based model, can be used customization HFCWs.

Язык: Английский

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Treatment of eutrophic water in pyrite-filled constructed wetland integrated with microelectrolysis driven by iron/sulfur cycle: Performance and mechanism

Bioresource Technology, Год журнала: 2024, Номер 407, С. 131115 - 131115

Опубликована: Сен. 1, 2024

Язык: Английский

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Improved nitrogen removal by optimizing the distribution of dissolved oxygen in a simulated constructed wetland system with embedding a water-sealed zone for polishing reclaimed water

Journal of Water Process Engineering, Год журнала: 2024, Номер 62, С. 105287 - 105287

Опубликована: Апрель 25, 2024

Язык: Английский

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From past to present: Tracing the evolution of treatment wetlands and prospects ahead

Journal of Water Process Engineering, Год журнала: 2024, Номер 60, С. 105151 - 105151

Опубликована: Март 22, 2024

Язык: Английский

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Insights into carbon-neutral treatment of rural wastewater by constructed wetlands: A review of current development and future direction

Environmental Research, Год журнала: 2024, Номер 262, С. 119796 - 119796

Опубликована: Авг. 13, 2024

Язык: Английский

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Recommended parameter combination of free water surface flow constructed wetlands based on seasonal fluctuation of hydraulic performance and purification effect

Ecological Engineering, Год журнала: 2025, Номер 212, С. 107541 - 107541

Опубликована: Янв. 31, 2025

Язык: Английский

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Long-term monitoring of constructed wetlands in distilleries in Scotland - Evaluating treatment performance and seasonal microbial dynamics

Journal of Environmental Management, Год журнала: 2025, Номер 375, С. 124279 - 124279

Опубликована: Янв. 31, 2025

Язык: Английский

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