Data Science | Environmental Science | Water Quality Management Multi-step ahead forecasting of electrical conductivity in rivers by using a hybrid Convolutional Neural Network-Long Short-Term Memory (CNN-LSTM) model enhanced by Boruta-XGBoost feature selection algorithm. July 1, 2024
Environmental Science | Water Quality Management Monitoring and warning for ammonia nitrogen pollution of urban river based on neural network algorithms. June 23, 2024
Environmental Science | Water Quality Management Interpreting optimised data-driven solution with explainable artificial intelligence (XAI) for water quality assessment for better decision-making in pollution management. June 17, 2024
Environmental Science | Water Quality Management Comparative analysis of machine learning methods for prediction of chlorophyll-a in a river with different hydrology characteristics: A case study in Fuchun River, China. June 12, 2024
Environmental Science | Geospatial Analysis | Water Quality Management Enhancing machine learning models for total organic carbon prediction by integrating geospatial parameters in river watersheds. June 7, 2024
Environmental Science | Hydrology | Water Quality Management A hybrid deep learning approach to predict hourly riverine nitrate concentrations using routine monitored data. May 11, 2024
Environmental Science | Water Quality Management Summer heatwaves promote harmful algal blooms in the Fuchunjiang Reservoir, an important drinking water source. May 5, 2024
Environmental Engineering | Water Quality Management Adaptive prediction for effluent quality of wastewater treatment plant: Improvement with a dual-stage attention-based LSTM network. April 28, 2024
Environmental Science | Water Quality Management Identification of agricultural surface source pollution in plain river network areas based on 3D-EEMs and convolutional neural networks. April 28, 2024
Environmental Science | Water Quality Management Research progress in water quality prediction based on deep learning technology: a review. March 28, 2024
Environmental Science | Machine Learning | Water Quality Management Deep optimization of water quality index and positive matrix factorization models for water quality evaluation and pollution source apportionment using a random forest model. March 17, 2024
Environmental Science | Hydraulics | Water Quality Management The insightful water quality analysis and predictive model establishment via machine learning in dual-source drinking water distribution system. February 18, 2024