[HTML][HTML] Artificial intelligence in environmental monitoring: Advancements, challenges, and future directions

DB Olawade, OZ Wada, AO Ige, BI Egbewole… - Hygiene and …, 2024 - Elsevier
Abstract The application of Artificial Intelligence (AI) in environmental monitoring offers
accurate disaster forecasts, pollution source detection, and comprehensive air and water …

A comprehensive review of machine learning algorithms and its application in groundwater quality prediction

H Pandya, K Jaiswal, M Shah - Archives of Computational Methods in …, 2024 - Springer
Groundwater is among the utmost essential renewable resources for every organism
existing on Earth. Assessing water quality is critical for the ecosystem's stability and …

Application of artificial intelligence for forecasting surface quality index of irrigation systems in the Red River Delta, Vietnam

DP Nguyen, HD Ha, NT Trinh, MT Nguyen - Environmental Systems …, 2023 - Springer
Water sources for irrigation systems in the Red River Delta are crucial to the socioeconomic
growth of the region's communities. Human activities (discharge) have polluted the water …

[HTML][HTML] Detection of unauthorized consumption in water supply systems: A case study using logistic regression

KPT da Silva, A Kalbusch, E Henning - Utilities Policy, 2023 - Elsevier
This study proposes characterizing unauthorized water consumption and fitting multiple
logistic regression models for detecting illegal connections. The research used monthly …

Evaluation of water quality based on artificial intelligence: performance of multilayer perceptron neural networks and multiple linear regression versus water quality …

S Palabıyık, T Akkan - Environment, Development and Sustainability, 2024 - Springer
A significant problem in the sustainable management of water resources is the lack of
funding and long-term monitoring. Today, this problem has been greatly reduced by …

Internet of Things and citizen science as alternative water quality monitoring approaches and the importance of effective water quality communication

F Amador-Castro, ME González-López… - Journal of …, 2024 - Elsevier
The increasing demand for water and worsening climate change place significant pressure
on this vital resource, making its preservation a global priority. Water quality monitoring …

Artificial intelligence in water quality monitoring: a review of water quality assessment applications

RM Frincu - Water Quality Research Journal, 2024 - iwaponline.com
Artificial intelligence (AI) has become a useful tool in numerous domains, including
environmental science. This review explores the application of machine learning and deep …

Water Quality Index prediction for improvement of treatment processes on drinking water treatment plant

G Volf, I Sušanj Čule, E Žic, S Zorko - Sustainability, 2022 - mdpi.com
In order to improve the treatment processes of the drinking water treatment plant (DWTP)
located near the Butoniga reservoir in Istria (Croatia), a prediction of the water quality index …

[HTML][HTML] Improving river water quality prediction with hybrid machine learning and temporal analysis

AF del Castillo, MV Garibay, D Díaz-Vázquez… - Ecological …, 2024 - Elsevier
River systems provide multiple ecosystem services to society globally, but these are already
degraded or threatened in many areas of the world due to water quality issues linked to …

Optimizing Machine Learning Models with Bayesian Techniques for Prediction of Groundwater Quality Index in Southwest Saudi Arabia

F Alshehri, Shahfahad, A Rahman - Earth Systems and Environment, 2024 - Springer
Due to improper waste disposal and unregulated industrial activities, the degradation and
pollution of water resources in develo** countries is serious. In Saudi Arabia, over …