Construction and Validation of Peanut Leaf Spot Disease Prediction Model Based on Long Time Series Data and Deep Learning

Construction and Validation of Peanut Leaf Spot Disease Prediction Model Based on Long Time Series Data and Deep Learning

Peanut leaf spot is a worldwide disease whose prevalence poses a major threat to peanut yield and quality, and accurate prediction models are urgently needed for timely disease management. In this study, we proposed a novel peanut leaf spot prediction method based on an improved long short-term memo...

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Bibliographic Details
Main Authors: Zhiqing Guo, Xiaohui Chen, Ming Li, Yucheng Chi, Dongyuan Shi
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Agronomy
Subjects:
convolutional neural network
disease prediction
long short-term memory
peanut leaf spot
SE attention mechanism
Online Access:https://www.mdpi.com/2073-4395/14/2/294

Internet

https://www.mdpi.com/2073-4395/14/2/294

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