Coastal water quality prediction based on machine learning with feature interpretation and spatio-temporal analysis

A Day at the Beach: Enabling Coastal Water Quality Prediction with High-Frequency Sampling and Data-Driven Models

(2021) Ryan T. Searcy et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

An application of Bayesian Belief Networks to assess management scenarios for aquaculture in a complex tropical lake system in Indonesia

(2021) Ivana Yuniarti et al.   PLoS One

A predictive model of recreational water quality based on adaptive synthetic sampling algorithms and machine learning

(2020) Tingting Xu et al.   WATER RESEARCH

Elucidating the Behavior of Nanophotonic Structures through Explainable Machine Learning Algorithms

(2020) Christopher Yeung et al.   ACS Photonics

Improving the Robustness of Beach Water Quality Modeling using an Ensemble Machine Learning Approach

(2020) Leizhi Wang et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Predicting stream water quality under different urban development pattern scenarios with an interpretable machine learning approach

(2020) Runzi Wang et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Storm runoff differentially influences the nutrient concentrations and microbial contamination at two distinct beaches in northern China

(2019) Yike He et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Solcast: Validation of a satellite-derived solar irradiance dataset

(2019) Jamie M. Bright   SOLAR ENERGY

Integration of weather conditions for predicting microbial water quality using Bayesian Belief Networks

(2019) Anjaneyulu Panidhapu et al.   WATER RESEARCH

Real-Time Nowcasting of Microbiological Water Quality at Recreational Beaches: A Wavelet and Artificial Neural Network-Based Hybrid Modeling Approach

(2018) Juan Zhang et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Implementation of an automated beach water quality nowcast system at ten California oceanic beaches

(2018) Ryan T. Searcy et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Evaluating statistical model performance in water quality prediction

(2018) Rodelyn Avila et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Development of a Nowcasting System Using Machine Learning Approaches to Predict Fecal Contamination Levels at Recreational Beaches in Korea

(2018) Yongeun Park et al.   JOURNAL OF ENVIRONMENTAL QUALITY

Statistical Analysis of Bathing Water Quality in Puglia Region (Italy)

(2018) Daniela Malcangio et al.   International Journal of Environmental Research and Public Health

Explainable machine-learning predictions for the prevention of hypoxaemia during surgery

(2018) Scott M. Lundberg et al.   Nature Biomedical Engineering

Temporal variations analyses and predictive modeling of microbiological seawater quality

(2017) Darija Vukić Lušić et al.   WATER RESEARCH

Indicator bacteria community in seawater and coastal sediment: the Persian Gulf as a case

(2017) Vahid Noroozi Karbasdehi et al.   Journal of Environmental Health Science and Engineering

Predicting recreational water quality advisories: A comparison of statistical methods

(2016) Wesley Brooks et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Sunny with a Chance of Gastroenteritis: Predicting Swimmer Risk at California Beaches

(2014) W. Thoe et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Predicting water quality at Santa Monica Beach: Evaluation of five different models for public notification of unsafe swimming conditions

(2014) W. Thoe et al.   WATER RESEARCH

Evaluation of equivalence between different methods for enumeration of fecal indicator bacteria before and after adoption of the new Bathing Water Directive and risk assessment of pollution

(2013) Darija Vukić Lušić et al.   MARINE POLLUTION BULLETIN

Persistence and Growth of the Fecal Indicator Bacteria Enterococci in Detritus and Natural Estuarine Plankton Communities

(2012) Beth L. Mote et al.   APPLIED AND ENVIRONMENTAL MICROBIOLOGY

Hydrometeorological variables predict fecal indicator bacteria densities in freshwater: data-driven methods for variable selection

(2012) Rachael M. Jones et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Enterococci in the Environment

(2012) Muruleedhara N. Byappanahalli et al.   MICROBIOLOGY AND MOLECULAR BIOLOGY REVIEWS

Daily prediction of marine beach water quality in Hong Kong

(2012) W. Thoe et al.   Journal of Hydro-environment Research

Correlations between microbial indicators, pathogens, and environmental factors in a subtropical Estuary

(2009) Cristina Ortega et al.   MARINE POLLUTION BULLETIN