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

L Grbčić, S Družeta, G Mauša, T Lipić, DV Lušić… - … Modelling & Software, 2022 - Elsevier
Coastal water quality management is a public health concern, as water of poor quality can
potentially harbor dangerous pathogens. In this study, we employ routine monitoring data of …

Forecasting bathing water quality in the UK: A critical review

KU Krupska, L Speight, JS Robinson… - Wiley …, 2024 - Wiley Online Library
Climate change is altering rainfall patterns resulting in increasing variability and intensity of
rainfall events worldwide. Increases to short duration, intense rainfall (ie, convective rainfall) …

Numerical modeling of microbial fate and transport in natural waters: Review and implications for normal and extreme storm events

CJ Weiskerger, MS Phanikumar - Water, 2020 - mdpi.com
Degradation of water quality in recreational areas can be a substantial public health
concern. Models can help beach managers make contemporaneous decisions to protect …

Simulating heavy metal concentrations in an aquatic environment using artificial intelligence models and physicochemical indexes

H Lu, H Li, T Liu, Y Fan, Y Yuan, M Xie… - Science of the Total …, 2019 - Elsevier
Although heavy metal monitoring campaigns are established worldwide, it is still difficult to
model heavy metals in aquatic environments with limited monitoring data. In this study …

Staphylococcus aureus—An Additional Parameter of Bathing Water Quality for Crowded Urban Beaches

N Topić, A Cenov, S Jozić, M Glad, D Mance… - International journal of …, 2021 - mdpi.com
During the last years, the report of the occurrence of waterborne disease symptoms related
to non-enteric pathogens has increased, without any record of higher levels of indicator …

Impacts of atmospheric and anthropogenic factors on microbiological pollution of the recreational coastal beaches neighboring shipping ports

R Kraus, V Baljak, D Vukić Lušić, L Kranjčević… - International journal of …, 2022 - mdpi.com
A comparative study of the two northeastern ports of the Adriatic Sea indicated that the port
of Rijeka is microbiologically more loaded than the port of Pula and posing a greater threat …

Using Artificial Intelligence on environmental data from Internet of Things for estimating solar radiation: Comprehensive analysis

IN Kosovic, T Mastelic, D Ivankovic - Journal of Cleaner Production, 2020 - Elsevier
Solar radiation measurements are highly important for achieving energy efficiency in smart
buildings as well as solar energy production. They are commonly acquired with pyranometer …

Calibration and quantifying uncertainty of daily water quality forecasts for large lakes with a Bayesian joint probability modelling approach

Z Peng, Y Hu, G Liu, W Hu, H Zhang, R Gao - Water Research, 2020 - Elsevier
Correcting the systematic bias and quantifying uncertainty associated with the operational
water quality forecasts are imperative works for risk-based environmental decision making …

[HTML][HTML] Within-day variability in microbial concentrations at a UK designated bathing water: Implications for regulatory monitoring and the application of predictive …

MD Wyer, D Kay, H Morgan, S Naylor, S Clark… - Water research X, 2018 - Elsevier
Prediction of bathing water quality is recommended by the World Health Organization
(WHO), the European Union (EU) and the United States Environmental Protection Agency …

The effect of precipitation on the microbiological quality of bathing water in areas under anthropogenic impact

M Ordulj, S Jozić, M Baranović, M Krželj - Water, 2022 - mdpi.com
Intense rainfall can affect bathing water quality, especially in areas with poorly developed
sewage systems or combined sewer overflows (CSOs). The aim of this study was to assess …