Results 11 to 20 of about 906,093 (293)
Water quality prediction research based on SSA-LSTM model [PDF]
E3S Web of Conferences, 2023 In recent years, due to too much attention to economic development and ignoring the ecological environment, environmental pollution and resource shortage have become increasingly serious, and the protection of water resources is the most important part ...
PengJun Ding, GuiLin Li
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Research on Surface Water Quality Prediction based on a CNN-BiLSTM-Attention Combined Deep Learning Approach [PDF]
E3S Web of Conferences, 2023 The ability to predict the environmental conditions of surface water is crucial for prompting the refined management of surface water pollution in China.
Li Ling, Gu Zhongxuan, Lu Dongjing
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Water Quality Prediction using Machine Learning
International Journal for Research in Applied Science and Engineering Technology, 2022 Abstract: Freshwater is a critical resource for agriculture and industry's survival. Examination of water quality is a fundamental stage in the administration of freshwater assets. As indicated by the World Health Organization's yearly report, many individuals are getting sick or some are dead due to the lack of safe drinking water, especially pregnant
Haritha Krishnan, Jetty Benjamin
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Journal of Applied Mathematics, 2022 Computer science and technology under the background of big data are closely related to the development of modern agriculture. The application of information processing technology in aquaculture will promote the scientific development of aquaculture. The
Yuan Jiang, Fei Yan
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Scientific Reports, 2023 Time series prediction of river water quality is an important method to grasp the changes of river water quality and protect the river water environment. However, due to the time series data of river water quality have strong periodicity, seasonality and
Yankun Hu +4 more
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Water quality prediction using CNN
Journal of Physics: Conference Series, 2023 Abstract The interaction of solar radiation with the water level concentration and the elements of the water cause the water to have its characteristic hue. The alteration of the color of the water is reflective of the alteration of the water’s properties and the degree to which it is suitable for use.
M Vijay Anand +3 more
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Water Quality Prediction Using Machine Learning
MR International Journal of Engineering and Technology, 2023 This paper shows the use of ML algorithms for the prediction of water quality. The model is trained on Water Quality dataset from Kaggle and it consists of key features such as, pH value, hardness, solids etc. Algorithms used were SVM, Random Forest and Decision Tree.
Srinidhi Iyer +2 more
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Research on water quality spatiotemporal forecasting model based on ST-BIGRU-SVR neural network
Water Science and Technology, 2023 With the serious deterioration of the water environment, accurate prediction of water quality changes has become a topic of increasing concern. To further improve the accuracy of water quality prediction and the stability and generalization ability of ...
Rongli Gai, Jiahui Yang
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Water Quality Evaluation and Prediction Based on a Combined Model
Applied Sciences, 2023 Along with increasingly serious water pollution, water environmental problems have become major factors that hinder the sustainable development of our economy and society.
Guimei Jiao +8 more
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Water quality prediction method based on preferred classification
IET Cyber-Physical Systems, 2020 Water quality monitoring and prediction are important parts of Cyber Physical Systems. Considering the complexity, diversity, and strong non-linearity of water quality data, a single water quality prediction model is difficult to have a significant ...
Liming Sheng +4 more
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