[HTML][HTML] A review of the application of machine learning in water quality evaluation

M Zhu, J Wang, X Yang, Y Zhang, L Zhang… - Eco-Environment & …, 2022 - Elsevier
With the rapid increase in the volume of data on the aquatic environment, machine learning
has become an important tool for data analysis, classification, and prediction. Unlike …

[HTML][HTML] The role of deep learning in urban water management: A critical review

G Fu, Y Jin, S Sun, Z Yuan, D Butler - Water Research, 2022 - Elsevier
Deep learning techniques and algorithms are emerging as a disruptive technology with the
potential to transform global economies, environments and societies. They have been …

Viral outbreaks detection and surveillance using wastewater-based epidemiology, viral air sampling, and machine learning techniques: A comprehensive review and …

OM Abdeldayem, AM Dabbish, MM Habashy… - Science of The Total …, 2022 - Elsevier
A viral outbreak is a global challenge that affects public health and safety. The coronavirus
disease 2019 (COVID-19) has been spreading globally, affecting millions of people …

Data analytics for environmental science and engineering research

S Gupta, D Aga, A Pruden, L Zhang… - … Science & Technology, 2021 - ACS Publications
The advent of new data acquisition and handling techniques has opened the door to
alternative and more comprehensive approaches to environmental monitoring that will …

Performance prediction of trace metals and cod in wastewater treatment using artificial neural network

AN Matheri, F Ntuli, JC Ngila, T Seodigeng… - Computers & Chemical …, 2021 - Elsevier
Artificial intelligence is finding its ways into the mainstream of day-to-day operations. Novel
AI application techniques such as the artificial neural network (ANN), fuzzy logic, genetic …

When the fourth water and digital revolution encountered COVID-19

M Poch, M Garrido-Baserba, L Corominas… - Science of the Total …, 2020 - Elsevier
The ongoing COVID-19 pandemic is, undeniably, a substantial shock to our civilization
which has revealed the value of public services that relate to public health. Ensuring a safe …

[HTML][HTML] Costs and benefits of combined sewer overflow management strategies at the European scale

E Quaranta, S Fuchs, HJ Liefting, A Schellart… - Journal of …, 2022 - Elsevier
Combined sewer overflows (CSOs) may represent a significant source of pollution, but they
are difficult to quantify at a large scale (eg regional or national), due to a lack of accessible …

Implications of social distancing policies on drinking water infrastructure: An overview of the challenges to and responses of US utilities during the COVID-19 …

LA Spearing, N Thelemaque, JA Kaminsky… - ACS Es&t …, 2020 - ACS Publications
Social distancing policies (SDPs) implemented throughout the United States in response to
COVID-19 have led to spatial and temporal shifts in drinking water demand and, for water …

Sustainable circularity and intelligent data-driven operations and control of the wastewater treatment plant

AN Matheri, B Mohamed, F Ntuli, E Nabadda… - … of the Earth, Parts A/B/C, 2022 - Elsevier
Rapid urbanization, population increase, emerging contaminants and increasing water
scarcity have put a major constraint on the wastewater treatment system. Scarcity of water is …

IoT-enabled water distribution systems—A comparative technological review

NK Velayudhan, P Pradeep, SN Rao… - IEEE …, 2022 - ieeexplore.ieee.org
Water distribution systems are one of the critical infrastructures and major assets of the water
utility in a nation. The infrastructure of the distribution systems consists of resources …