Real-time water quality detection based on fluctuation feature analysis with the LSTM model

Uncovering Flooding Mechanisms Across the Contiguous United States Through Interpretive Deep Learning on Representative Catchments

(2021) Shijie Jiang et al.   WATER RESOURCES RESEARCH

A comprehensive study on spectral analysis and anomaly detection of river water quality dynamics with high time resolution measurements

(2020) Jiping Jiang et al.   JOURNAL OF HYDROLOGY

Prediction of Water Level and Water Quality Using a CNN-LSTM Combined Deep Learning Approach

(2020) Sang-Soo Baek et al.   Water

Artificial-intelligence-based monitoring system of water quality parameters for early detection of non-specific bio-contamination in water distribution systems

(2019) Silvia Tinelli et al.   Water Science and Technology-Water Supply

A comprehensive integrated catchment-scale monitoring and modelling approach for facilitating management of water quality

(2019) X. Wang et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Spatial assessment of termites interaction with groundwater potential conditioning parameters in Keffi, Nigeria

(2019) Jamilu Bala Ahmed II et al.   JOURNAL OF HYDROLOGY

Analysis of Streamflow Complexity Based on Entropies in the Weihe River Basin, China

(2019) Weijie Ma et al.   Entropy

An integrated data-driven framework for surface water quality anomaly detection and early warning

(2019) Jie Liu et al.   JOURNAL OF CLEANER PRODUCTION

Applying high-frequency surrogate measurements and a wavelet-ANN model to provide early warnings of rapid surface water quality anomalies

(2018) Bin Shi et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Improving real-time forecasting of water quality indicators with combination of process-based models and data assimilation technique

(2016) Xuan Wang et al.   ECOLOGICAL INDICATORS

Contamination event detection using multiple types of conventional water quality sensors in source water

(2014) Shuming Liu et al.   Environmental Science-Processes & Impacts

Event Detection in Water Distribution Systems from Multivariate Water Quality Time Series

(2012) Lina Perelman et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Water quality sample collection, data treatment and results presentation for principal components analysis – literature review and Illinois River watershed case study

(2012) Roger L. Olsen et al.   WATER RESEARCH

Distributed Sensor Fusion in Water Quality Event Detection

(2010) Mark W. Koch et al.   JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT

A hybrid neural network and ARIMA model for water quality time series prediction

(2009) Durdu Ömer Faruk   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE