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[HTML][HTML] Enhanced TDS Modeling Using an AI Framework Integrating Grey Wolf Optimization with Kernel Extreme Learning Machine
Predictions of total dissolved solids (TDS) in water bodies including rivers and lakes are
challenging but essential for the effective management of water resources in agricultural and …
challenging but essential for the effective management of water resources in agricultural and …
Enhancing prediction of dissolved oxygen over Santa Margarita River: Long short-term memory incorporated with multi-objective observer-teacher-learner …
Dissolved oxygen (Do) is a pivotal parameter in appraising water quality, significantly
influencing aquatic ecosystems and aquatic. This study focuses on anticipating dissolved …
influencing aquatic ecosystems and aquatic. This study focuses on anticipating dissolved …
Short-term prediction of dissolved oxygen and water temperature using deep learning with dual proportional-integral-derivative error corrector in pond culture
X Zhou, Y Hao, Y Liu, L Dang, B Qiao, X Zuo - Engineering Applications of …, 2025 - Elsevier
Dissolved oxygen (DO) and water temperature (WT) are the most important water quality
indicators that directly affect the metabolism and development of aquatic products in pond …
indicators that directly affect the metabolism and development of aquatic products in pond …
A novel interpretable hybrid model for multi-step ahead dissolved oxygen forecasting in the Mississippi River basin
Accurate forecasting of dissolved oxygen (DO) levels is vital for river ecosystem health. A
novel methodology, MVMD-TSA-GPR, combines Multivariate Variational Mode …
novel methodology, MVMD-TSA-GPR, combines Multivariate Variational Mode …
Innovative approaches to surface water quality management: advancing nitrate (NO3) forecasting with hybrid CNN-LSTM and CNN-GRU techniques
Accurate nitrate estimation in surface water is essential for ecological and human health. To
predict nitrate levels (NO3; mg/L) in the Willamette River at Portland, Oregon, USA, three …
predict nitrate levels (NO3; mg/L) in the Willamette River at Portland, Oregon, USA, three …
[HTML][HTML] A Variational Mode Decomposition–Grey Wolf Optimizer–Gated Recurrent Unit Model for Forecasting Water Quality Parameters
B Li, F Sun, Y Lian, J Xu, J Zhou - Applied Sciences, 2024 - mdpi.com
Water is a critical resource globally, covering approximately 71% of the Earth's surface.
Employing analytical models to forecast water quality parameters based on historical data is …
Employing analytical models to forecast water quality parameters based on historical data is …
SE-LeNet: A Data Reconstruction Method for Dissolved Oxygen in Tropical Pacific with Deep Learning
R Cao, S Wang, S Bao, X Li, J Tan… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Dissolved Oxygen (DO) is an important indicator of water quality and sea-air interactions,
and the formation mechanism and dramatic change of Oxygen Minimum Zones (OMZs) are …
and the formation mechanism and dramatic change of Oxygen Minimum Zones (OMZs) are …