Predicting dissolved oxygen level using Young's double-slit experiment optimizer-based weighting model
Accurate prediction of the dissolved oxygen level (DOL) is important for enhancing
environmental conditions and facilitating water resource management. However, the …
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 …
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 …
accepted indicator of water quality. This study deals with introducing and evaluating four …
Hybrid machine learning models for prediction of daily dissolved oxygen
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 …
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
Dissolved oxygen (DO) is one of the main prerequisites to protect amphibian biological
systems and to support powerful administration choices. This research investigated the …
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 …
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 …
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 …
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
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 …
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 …
advance is of utmost importance in the normal operation of society. However, existing …