- Prediction of water turbidity in a marine environment using machine ...🔍
- Predicting Future Water Quality with Machine Learning🔍
- Turbidity assessment in coastal regions combining machine ...🔍
- Water quality prediction using machine learning models based on ...🔍
- Predicting Coastal Water Quality with Machine Learning🔍
- Determining Turbidity of Water Using Machine Learning🔍
- Predicting water turbidity in a macro|tidal coastal bay using machine ...🔍
- Machine Learning Based Long‐Term Water Quality in the Turbid ...🔍
Prediction of water turbidity in a marine environment using machine ...
Prediction of water turbidity in a marine environment using machine ...
The objective of the present study is to predict turbidity in the marine environment of Hong Kong using Machine Learning (ML) approach.
Prediction of water turbidity in a marine environment using machine ...
Turbidity is a key indicator of marine water quality, whose prediction is difficult due to its non-linear time series behavior. Therefore, the objective of the ...
Prediction of water turbidity in a marine environment using machine ...
Turbidity is a key indicator of marine water quality, whose prediction is difficult due to its non-linear time series behaviour. Therefore, the objective of the ...
Prediction of water turbidity in a marine environment using machine ...
Semantic Scholar extracted view of "Prediction of water turbidity in a marine environment using machine learning: A case study of Hong Kong" by Lalit Kumar ...
Predicting Future Water Quality with Machine Learning
Temperature: affects chemical reactions and aquatic life; Turbidity: measures water clarity; high levels can mean harmful particles are present ...
Prediction of water turbidity in a marine environment using machine ...
List of references · Asadollah, River water quality index prediction and uncertainty analysis: A comparative study of machine learning models, J. · Bui, Improving ...
Turbidity assessment in coastal regions combining machine ...
Machine learning models for water quality prediction often face challenges due to insufficient data and uneven spatial-temporal ...
Water quality prediction using machine learning models based on ...
Predictive modelling provides an alternate method by estimating WQI and WQC based on existing data using machine learning techniques. Water ...
Predicting Coastal Water Quality with Machine Learning, a Case ...
In this study, we characterized the spatiotemporal change in the water quality in Beibu Gulf and proposed a machine learning approach to predict the water ...
Determining Turbidity of Water Using Machine Learning - IRJET
[7] Prediction of water turbidity in a marine environment using machine learning: A case study of Hong Kong,. Lalit Kumar, Mohammad Saud Afzal, Ashad Ahmad.
Predicting water turbidity in a macro-tidal coastal bay using machine ...
Through data reduction, it is found that tidal average sea surface turbidity is most determined by the average tidal range of the two preceding tidal cycles (2 ...
Machine Learning Based Long‐Term Water Quality in the Turbid ...
However, robust algorithms are required to retrieve TSS and Chl-a from MODIS/Aqua images in the turbid Pearl River Estuary (PRE). Here, a new ...
Comparison between Machine-Learning-Based Turbidity Models ...
Machine learning has been used to mine the massive data collected by automatic environmental monitoring systems and predict the changes in the environmental ...
Prediction of turbidity in a lake raw water source - DiVA portal
the power of machine learning for environmental science and water quality forecasting ... Our analysis used machine learning models to predict water turbidity, ...
Determining Turbidity of Water Using Machine Learning
The algorithms proposed in this work can predict drinking water quality within a short period of time. ANN has 99 percent height accuracy with a training error ...
Prediction of the Area of High-Turbidity Water in the Yatsushiro Sea ...
Turbid water is known to affect aquatic ecosystems. If the spread of turbid water can be predicted, it is expected to lead to the prediction of damage ...
Computational Machine Learning Analytics for Prediction of Water ...
These algorithms are applied to a variety of water quality measures, including turbidity, total suspended solids (TSS), and dissolved oxygen (DO) ...
Machine learning based marine water quality prediction for coastal ...
Moreover, it is demonstrated that the used ML methods could ensure robustness to learn complicated relationship between algal dynamics and different coastal ...
Predicting water turbidity in a macro-tidal coastal bay using machine ...
Through data reduction, it is found that tidal average sea surface turbidity is most determined by the average tidal range of the two preceding tidal cycles (2 ...
Machine learning predictive insight of water pollution and ... - Nature
Through laboratory analysis and the combination of various machine learning (ML) techniques, this study enhances prediction capabilities, ...