An accurate irrigation volume prediction method based on an optimized LSTM model.
Hui YanFahuan XieDuo LongYunxin LongPing YuHanlin ChenPublished in: PeerJ Comput. Sci. (2024)
Keyphrases
- prediction model
- mathematical model
- statistical model
- high accuracy
- objective function
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- probabilistic model
- evaluation method
- theoretical analysis
- cost function
- management system
- prior knowledge
- parameter estimation
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- statistical methods
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- input data
- recurrent neural networks
- linear model
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- linear regression model
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- bp neural network
- neural network
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- gaussian distribution
- em algorithm
- clustering method
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- prior information
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- support vector machine
- neural network model
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- segmentation method
- classification algorithm