Indices and models of surface water quality assessment: Review and perspectives

T Yan, SL Shen, A Zhou - Environmental Pollution, 2022 - Elsevier
Many technologies have been designed to monitor, evaluate, and improve surface water
quality, as high-quality water is essential for human activities including agriculture, livestock …

[HTML][HTML] Modeling, challenges, and strategies for understanding impacts of climate extremes (droughts and floods) on water quality in Asia: a review

PS Fabian, HH Kwon, M Vithanage, JH Lee - Environmental Research, 2023 - Elsevier
The increasing frequency and intensity of extreme climate events are among the most
expected and recognized consequences of climate change. Prediction of water quality …

[HTML][HTML] Developing a novel tool for assessing the groundwater incorporating water quality index and machine learning approach

AM Sajib, MTM Diganta, A Rahman… - Groundwater for …, 2023 - Elsevier
Groundwater plays a pivotal role as a global source of drinking water. To meet sustainable
development goals, it is crucial to consistently monitor and manage groundwater quality …

Evaluation and prediction of groundwater quality for irrigation using an integrated water quality indices, machine learning models and GIS approaches: A …

H Ibrahim, ZM Yaseen, M Scholz, M Ali, M Gad… - Water, 2023 - mdpi.com
Agriculture has significantly aided in meeting the food needs of growing population. In
addition, it has boosted economic development in irrigated regions. In this study, an …

Water quality index modeling using random forest and improved SMO algorithm for support vector machine in Saf-Saf river basin

B Sakaa, A Elbeltagi, S Boudibi, H Chaffaï… - … Science and Pollution …, 2022 - Springer
The water quality index is one of the prominent general indicators to assess and classify
surface water quality, which plays a critical role in river water resources practices. This …

Prediction of long-term water quality using machine learning enhanced by Bayesian optimisation

T Yan, A Zhou, SL Shen - Environmental Pollution, 2023 - Elsevier
Water quality assessment is critical to better recognise the importance of water in human
society. In this study, a new framework to predict long-term water quality is proposed by …

Quantification of COVID-19 impacts on NO2 and O3: Systematic model selection and hyperparameter optimization on AI-based meteorological-normalization methods

YJ Wong, A Yeganeh, MY Chia, HY Shiu… - Atmospheric …, 2023 - Elsevier
Since the unprecedented outbreak of the COVID-19, numerous meteorological-
normalization techniques have been developed in lockdown-imposed regions to decouple …

Spatiotemporal impact of COVID-19 on Taiwan air quality in the absence of a lockdown: Influence of urban public transportation use and meteorological conditions

YJ Wong, HY Shiu, JHH Chang, MCG Ooi, HH Li… - Journal of Cleaner …, 2022 - Elsevier
The unprecedented outbreak of COVID-19 significantly improved the atmospheric
environment for lockdown-imposed regions; however, scant evidence exists on its impacts …

The economic impact of water supply disruption from the Selangor River, Malaysia

A Raihan, JJ Pereira, RA Begum, R Rasiah - Blue-Green Systems, 2023 - iwaponline.com
The insidious economic impact of water disruption has received less attention compared to
palpable climate disasters, but climate change and water security concerns call for …

Toward industrial revolution 4.0: Development, validation, and application of 3D-printed IoT-based water quality monitoring system

YJ Wong, R Nakayama, Y Shimizu, A Kamiya… - Journal of Cleaner …, 2021 - Elsevier
Recent technological advances and developments have evolved the application of the
Internet of Things (IoT), low-cost sensors, and three-dimensional (3D) printing for near-real …