Comparison between the WFD approaches and newly developed water quality model for monitoring transitional and coastal water quality in Northern Ireland
This study aims to evaluate existing approaches for monitoring and assessing water quality
in waterbodies in the North of Ireland using newly developed methodologies. The results …
in waterbodies in the North of Ireland using newly developed methodologies. The results …
[HTML][HTML] Assessing the impact of COVID-19 lockdown on surface water quality in Ireland using advanced Irish water quality index (IEWQI) model
The COVID-19 pandemic has significantly impacted various aspects of life, including
environmental conditions. Surface water quality (WQ) is one area affected by lockdowns …
environmental conditions. Surface water quality (WQ) is one area affected by lockdowns …
An IoT based smart water quality assessment framework for aqua-ponds management using Dilated Spatial-temporal Convolution Neural Network (DSTCNN)
PG Arepalli, KJ Naik - Aquacultural Engineering, 2024 - Elsevier
Assuring the quality of water is crucial for the growth and survival of fish in aquaculture
ponds. Traditional methods of water quality monitoring can be inefficient which makes real …
ponds. Traditional methods of water quality monitoring can be inefficient which makes real …
Coupling machine and deep learning with explainable artificial intelligence for improving prediction of groundwater quality and decision-making in Arid Region, Saudi …
F Alshehri, A Rahman - Water, 2023 - mdpi.com
Recently, machine learning (ML) and deep learning (DL) models based on artificial
intelligence (AI) have emerged as fast and reliable tools for predicting water quality index …
intelligence (AI) have emerged as fast and reliable tools for predicting water quality index …
Research on water resource modeling based on machine learning technologies
Z Liu, J Zhou, X Yang, Z Zhao, Y Lv - Water, 2024 - mdpi.com
Water resource modeling is an important means of studying the distribution, change,
utilization, and management of water resources. By establishing various models, water …
utilization, and management of water resources. By establishing various models, water …
[HTML][HTML] Water contamination analysis in IoT enabled aquaculture using deep learning based AODEGRU
PG Arepalli, KJ Naik - Ecological Informatics, 2024 - Elsevier
Water contamination presents a significant challenge in aquaculture, impacting the
sustainability of ecosystems and the health of aquatic organisms. Precisely assessing water …
sustainability of ecosystems and the health of aquatic organisms. Precisely assessing water …
Optimisation and interpretation of machine and deep learning models for improved water quality management in Lake Loktak
Loktak Lake, one of the largest freshwater lakes in Manipur, India, is critical for the eco-
hydrology and economy of the region, but faces deteriorating water quality due to …
hydrology and economy of the region, but faces deteriorating water quality due to …
[HTML][HTML] A critical analysis of parameter choices in water quality assessment
H Moeinzadeh, KT Yong, A Withana - Water Research, 2024 - Elsevier
The determination of water quality heavily depends on the selection of parameters recorded
from water samples for the water quality index (WQI). Data-driven methods, including …
from water samples for the water quality index (WQI). Data-driven methods, including …
Sensitivity analysis-driven machine learning approach for groundwater quality prediction: Insights from integrating ENTROPY and CRITIC methods
Precise estimation of water quality is essential for managing water pollution effectively and
improving water management practices. Although, numerous recent investigations have …
improving water management practices. Although, numerous recent investigations have …
Smarter water quality monitoring in reservoirs using interpretable deep learning models and feature importance analysis
This study utilized datasets from an ongoing monitoring project conducted in Wadi Dayqah
Dam, the largest reservoir in Oman. The dataset comprises information on ten water quality …
Dam, the largest reservoir in Oman. The dataset comprises information on ten water quality …