Predicting dissolved oxygen level using Young's double-slit experiment optimizer-based weighting model

Y Dong, Y Sun, Z Liu, Z Du, J Wang - Journal of Environmental …, 2024 - Elsevier
Accurate prediction of the dissolved oxygen level (DOL) is important for enhancing
environmental conditions and facilitating water resource management. However, the …

A hybrid XGBoost-ISSA-LSTM model for accurate short-term and long-term dissolved oxygen prediction in ponds

Y Wu, L Sun, X Sun, B Wang - Environmental Science and Pollution …, 2022 - Springer
Dissolved oxygen (DO) is one of the most critical factors to measure the water quality in
ponds, which greatly impacts on healthy growth of aquatic organisms. To improve the …

[HTML][HTML] Predicting water quality through daily concentration of dissolved oxygen using improved artificial intelligence

J Yang - Scientific Reports, 2023 - nature.com
As an important hydrological parameter, dissolved oxygen (DO) concentration is a well-
accepted indicator of water quality. This study deals with introducing and evaluating four …

Hybrid machine learning models for prediction of daily dissolved oxygen

A Azma, Y Liu, M Azma, M Saadat, D Zhang… - Journal of Water …, 2023 - Elsevier
Measuring water quality parameters is a significant step in many hydrological assessments.
Dissolved oxygen (DO) is one of these parameters that is an indicator of water quality …

[HTML][HTML] A novel hybridized neuro-fuzzy model with an optimal input combination for dissolved oxygen estimation

S Maroufpoor, SS Sammen, N Alansari… - Frontiers in …, 2022 - frontiersin.org
Dissolved oxygen (DO) is one of the main prerequisites to protect amphibian biological
systems and to support powerful administration choices. This research investigated the …

Prediction of riverine daily minimum dissolved oxygen concentrations using hybrid deep learning and routine hydrometeorological data

Y Hu, C Liu, WM Wollheim - Science of The Total Environment, 2024 - Elsevier
Dissolved oxygen (DO) depletion is a severe threat to aquatic ecosystems. Hence, using
easily available routine hydrometeorological variables without DO as inputs to predict the …

A novel hybrid model to predict dissolved oxygen for efficient water quality in intensive aquaculture

W Liu, S Liu, SG Hassan, Y Cao, L Xu, D Feng… - IEEE …, 2023 - ieeexplore.ieee.org
Dissolved oxygen content is a key indicator of water quality in aquaculture environment.
Because of its nonlinearity, dynamics, and complexity, which makes traditional methods face …

[HTML][HTML] Prediction modelling framework comparative analysis of dissolved oxygen concentration variations using support vector regression coupled with multiple …

X Nong, C Lai, L Chen, D Shao, C Zhang, J Liang - Ecological Indicators, 2023 - Elsevier
Dissolved oxygen (DO) is an essential indicator for assessing water quality and managing
aquatic environments, but it is still a challenging topic to accurately understand and predict …

[HTML][HTML] Machine learning algorithm as a sustainable tool for dissolved oxygen prediction: a case study of Feitsui Reservoir, Taiwan

BF Ziyad Sami, SD Latif, AN Ahmed, MF Chow… - Scientific Reports, 2022 - nature.com
Water quality status in terms of one crucial parameter such as dissolved oxygen (DO) has
been an important concern in the Fei-Tsui reservoir for decades since it's the primary water …

A hybrid model for water quality parameter prediction based on CEEMDAN-IALO-LSTM ensemble learning

C Song, L Yao - Environmental Earth Sciences, 2022 - Springer
Water pollution is a major global environmental issue. Predicting water quality parameters in
advance is of utmost importance in the normal operation of society. However, existing …