Deep learning based data-driven model for detecting time-delay water quality indicators of wastewater treatment plant influent

Y Zhang, C Li, H Duan, K Yan, J Wang… - Chemical Engineering …, 2023 - Elsevier
Rapid and accurate detection of time-delayed water quality indicators (WQIs) is the key to
achieving fast feedback regulation of wastewater treatment plants (WWTPs) that enables its …

A Critical Review of the Modelling Tools for the Reactive Transport of Organic Contaminants

K Samborska-Goik, M Pogrzeba - Applied Sciences, 2024 - mdpi.com
Featured Application This paper helps to summarize the most relevant information on
reactive transport models used to simulate the transport of hydrocarbons. The authors hope …

Sonoelectrochemical system mechanisms, design, and machine learning for predicting degradation kinetic constants of pharmaceutical pollutants

Y Zhou, Y Ren, M Cui, F Guo, S Sun, J Ma… - Chemical Engineering …, 2023 - Elsevier
This study explores the mechanism, design, and application of machine learning in the
sonoelectrochemical (US-EC) systems and select ibuprofen (IBP) as the target pollutant …

Daily scale river flow forecasting using hybrid gradient boosting model with genetic algorithm optimization

HC Kilinc, I Ahmadianfar, V Demir, S Heddam… - Water Resources …, 2023 - Springer
Accurate and sustainable management of water resources is among the most important
circumstances of basin and river engineering. In this study, a hybrid machine learning (ML) …

Sustainable groundwater management in coastal cities: Insights from groundwater potential and vulnerability using ensemble learning and knowledge-driven models

P Huang, M Hou, T Sun, H Xu, C Ma, A Zhou - Journal of Cleaner …, 2024 - Elsevier
The rapid economic growth of the Pearl River Delta, one of China's most economically
developed areas, has led to a sharp increase in the demand for water resources …

Natural attenuation of BTEX and chlorobenzenes in a formerly contaminated pesticide site in China: Examining kinetics, mechanisms, and isotopes analysis

M Wang, D Jiang, L Yang, J Wei, L Kong, W **e… - Science of The Total …, 2024 - Elsevier
Groundwater contamination from abandoned pesticide sites is a prevalent issue in China.
To address this problem, natural attenuation (NA) of pollutants has been increasingly …

Enhanced Insights into Effluent Prediction in Wastewater Treatment Plants: Comprehensive Deep Learning Model Explanation Based on SHAP

R Li, K Feng, T An, P Cheng, L Wei, Z Zhao… - ACS ES&T …, 2024 - ACS Publications
Models are increasingly being utilized to improve the understanding and operation of
wastewater treatment plants (WWTPs) in the face of escalating water resource challenges …

Groundwater hydro-geochemical inferences and eXplainable Artificial Intelligence augmented groundwater quality prediction in arid and semi-arid segment of …

T Ghosh - Groundwater for Sustainable Development, 2024 - Elsevier
Groundwater quality is a crucial aspect especially in the arid and semi-arid segments of the
world due to its restricted availability. With increasing consumptions over time period, it is …

Fluoride contamination in African groundwater: Predictive modeling using stacking ensemble techniques

US Usman, YHM Salh, B Yan, JP Namahoro… - Science of The Total …, 2024 - Elsevier
Fluoride contamination of groundwater is a severe public health problem in Africa due to
natural factors that include geological weathering of fluoride-bearing minerals and climatic …

Water-quality assessment and pollution-risk early-warning system based on web crawler technology and LSTM

G Guan, Y Wang, L Yang, J Yue, Q Li, J Lin… - International Journal of …, 2022 - mdpi.com
The openly released and measured data from automatic hydrological and water quality
stations in China provide strong data support for water environmental protection …