[HTML][HTML] The latest innovative avenues for the utilization of artificial Intelligence and big data analytics in water resource management

H Kamyab, T Khademi, S Chelliapan… - Results in …, 2023 - Elsevier
The effective management of water resources is essential to environmental stewardship and
sustainable development. Traditional approaches to water resource management (WRM) …

[HTML][HTML] Smart water resource management using Artificial Intelligence—A review

SR Krishnan, MK Nallakaruppan, R Chengoden… - Sustainability, 2022 - mdpi.com
Water management is one of the crucial topics discussed in most of the international forums.
Water harvesting and recycling are the major requirements to meet the global upcoming …

A comprehensive review of deep learning applications in hydrology and water resources

M Sit, BZ Demiray, Z Xiang, GJ Ewing… - Water Science and …, 2020 - iwaponline.com
The global volume of digital data is expected to reach 175 zettabytes by 2025. The volume,
variety and velocity of water-related data are increasing due to large-scale sensor networks …

[PDF][PDF] Applying big data in water treatment industry: A new era of advance

D Ghernaout, M Aichouni, A Alghamdi - Int. J. Adv. Appl. Sci, 2018 - researchgate.net
It is well-known that water is an invaluable natural resource and it is also obvious that
demand is always going to augment and shortages become more frequent. On the other …

[HTML][HTML] A Comprehensive Survey of Machine Learning Methodologies with Emphasis in Water Resources Management

M Drogkoula, K Kokkinos, N Samaras - Applied Sciences, 2023 - mdpi.com
This paper offers a comprehensive overview of machine learning (ML) methodologies and
algorithms, highlighting their practical applications in the critical domain of water resource …

[HTML][HTML] How can Big Data and machine learning benefit environment and water management: a survey of methods, applications, and future directions

AY Sun, BR Scanlon - Environmental Research Letters, 2019 - iopscience.iop.org
Big Data and machine learning (ML) technologies have the potential to impact many facets
of environment and water management (EWM). Big Data are information assets …

Applications of deep learning in water quality management: A state-of-the-art review

KP Wai, MY Chia, CH Koo, YF Huang, WC Chong - Journal of Hydrology, 2022 - Elsevier
Excellent water quality (WQ) is an indispensable element in ensuring sustainable water
resource development. It is highly associated with the 3rd (good health and well-being), the …

AI-enabled water management systems: an analysis of system components and interdependencies for water conservation

K Nova - Eigenpub Review of Science and Technology, 2023 - studies.eigenpub.com
Water scarcity and drought pose significant challenges to sustainable development, making
effective water management crucial. This research investigates the application of artificial …

Remote sensing big data for water environment monitoring: current status, challenges, and future prospects

J Chen, S Chen, R Fu, D Li, H Jiang, C Wang… - Earth's …, 2022 - Wiley Online Library
Accurate water extraction and quantitative estimation of water quality are two key and
challenging issues for remote sensing of water environment. Recent advances in remote …

The fourth-revolution in the water sector encounters the digital revolution

M Garrido-Baserba, L Corominas… - … science & technology, 2020 - ACS Publications
The so-called fourth revolution in the water sector will encounter the Big data and Artificial
Intelligence (AI) revolution. The current data surplus stemming from all types of devices …