Machine learning in natural and engineered water systems
R Huang, C Ma, J Ma, X Huangfu, Q He - Water Research, 2021 - Elsevier
Water resources of desired quality and quantity are the foundation for human survival and
sustainable development. To better protect the water environment and conserve water …
sustainable development. To better protect the water environment and conserve water …
The role of biofilm in the development and dissemination of ubiquitous pathogens in drinking water distribution systems: an overview of surveillance, outbreaks, and …
A variety of pathogenic microorganisms can survive in the drinking water distribution
systems (DWDS) by forming stable biofilms and, thus, continually disseminating their …
systems (DWDS) by forming stable biofilms and, thus, continually disseminating their …
[HTML][HTML] Data-driven models for predicting microbial water quality in the drinking water source using E. coli monitoring and hydrometeorological data
E Sokolova, O Ivarsson, A Lillieström… - Science of the Total …, 2022 - Elsevier
Rapid changes in microbial water quality in surface waters pose challenges for production of
safe drinking water. If not treated to an acceptable level, microbial pathogens present in the …
safe drinking water. If not treated to an acceptable level, microbial pathogens present in the …
[HTML][HTML] Managing discolouration in drinking water distribution systems by integrating understanding of material behaviour
Discoloured drinking water, caused by elevated concentrations of organic and inorganic
particles, is unacceptable. It occurs due to accumulation and subsequent mobilisation of …
particles, is unacceptable. It occurs due to accumulation and subsequent mobilisation of …
[HTML][HTML] Removal of microplastics and nanoplastics in water treatment processes: A systematic literature review
P Romphophak, O Faikhaw, S Sairiam… - Journal of Water …, 2024 - Elsevier
Understanding the dynamics of microplastics (MPs) and nanoplastics (NPs) in water
treatment processes is crucial, particularly in the context of waterworks, as they are …
treatment processes is crucial, particularly in the context of waterworks, as they are …
Machine learning to assess and support safe drinking water supply: A systematic review
Drinking water is essential to public health and socioeconomic growth. Therefore, assessing
and ensuring drinking water supply is a critical task in modern society. Conventional …
and ensuring drinking water supply is a critical task in modern society. Conventional …
Applications of machine learning in drinking water quality management: A critical review on water distribution system
Z Li, W Ma, D Zhong, J Ma, Q Zhang, Y Yuan… - Journal of Cleaner …, 2024 - Elsevier
As the final and crucial link in delivering clean water to consumers, the water distribution
system faces the risk of water quality deterioration. Conventional water quality parameter …
system faces the risk of water quality deterioration. Conventional water quality parameter …
Uncharted waters: the unintended impacts of residual chlorine on water quality and biofilms
Disinfection residuals in drinking water protect water quality and public heath by limiting
planktonic microbial regrowth during distribution. However, we do not consider the …
planktonic microbial regrowth during distribution. However, we do not consider the …
[HTML][HTML] Variations of groundwater turbidity in the Bandung regency, Indonesia: From community-used water quality monitoring data
One of the physical parameters used as an indicator of groundwater quality is turbidity. The
high level of turbidity in community groundwater is a problem in Bandung Regency. The …
high level of turbidity in community groundwater is a problem in Bandung Regency. The …
Using unsupervised machine learning models to drive groundwater chemistry and associated health risks in Indo-Bangla Sundarban region
JN Jannat, ARMT Islam, MY Mia, SC Pal, T Biswas… - Chemosphere, 2024 - Elsevier
Groundwater is an essential resource in the Sundarban regions of India and Bangladesh,
but its quality is deteriorating due to anthropogenic impacts. However, the integrated factors …
but its quality is deteriorating due to anthropogenic impacts. However, the integrated factors …