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 …

A survey on river water quality modelling using artificial intelligence models: 2000–2020

TM Tung, ZM Yaseen - Journal of Hydrology, 2020 - Elsevier
There has been an unsettling rise in the river contamination due to the climate change and
anthropogenic activities. Last decades' research has immensely focussed on river basin …

Designing diversified renewable energy systems to balance multisector performance

JM Gonzalez, JE Tomlinson, EA Martínez Ceseña… - Nature …, 2023 - nature.com
Renewable energy system development and improved operation can mitigate climate
change. In many regions, hydropower is called to counterbalance the temporal variability of …

Introductory overview: Optimization using evolutionary algorithms and other metaheuristics

HR Maier, S Razavi, Z Kapelan, LS Matott… - … modelling & software, 2019 - Elsevier
Environmental models are used extensively to evaluate the effectiveness of a range of
design, planning, operational, management and policy options. However, the number of …

[HTML][HTML] Exploring trade-offs among the multiple benefits of green-blue-grey infrastructure for urban flood mitigation

A Alves, Z Vo**ovic, Z Kapelan, A Sanchez… - Science of the Total …, 2020 - Elsevier
Climate change is presenting one of the main challenges to our planet. In parallel, all
regions of the world are projected to urbanise further. Consequently, sustainable …

Evolutionary algorithms and other metaheuristics in water resources: Current status, research challenges and future directions

HR Maier, Z Kapelan, J Kasprzyk, J Kollat… - … Modelling & Software, 2014 - Elsevier
The development and application of evolutionary algorithms (EAs) and other metaheuristics
for the optimisation of water resources systems has been an active research field for over …

A holistic review on how artificial intelligence has redefined water treatment and seawater desalination processes

SS Ray, RK Verma, A Singh, M Ganesapillai, YN Kwon - Desalination, 2023 - Elsevier
In the modern era, deep learning (DL), and machine learning (ML), have emerged as
potential technologies that are widely applied in the fields of science, engineering, and …

Global change and the groundwater management challenge

SM Gorelick, C Zheng - Water Resources Research, 2015 - Wiley Online Library
With rivers in critical regions already exploited to capacity throughout the world and
groundwater overdraft as well as large‐scale contamination occurring in many areas, we …

Climate adaptation as a control problem: Review and perspectives on dynamic water resources planning under uncertainty

JD Herman, JD Quinn, S Steinschneider… - Water Resources …, 2020 - Wiley Online Library
Climate change introduces substantial uncertainty to water resources planning and raises
the key question: when, or under what conditions, should adaptation occur? A number of …

Lost in optimisation of water distribution systems? A literature review of system operation

H Mala-Jetmarova, N Sultanova, D Savic - Environmental modelling & …, 2017 - Elsevier
Optimisation of the operation of water distribution systems has been an active research field
for almost half a century. It has focused mainly on optimal pump operation to minimise …