Long Short-Term Memory Neural Network with Attention Mechanism for Rice Yield Early Estimation in Qian Gorlos County, Northeast China

Long Short-Term Memory Neural Network with Attention Mechanism for Rice Yield Early Estimation in Qian Gorlos County, Northeast China

Rice is one of the most extensively cultivated food crops in Northeast China. Estimating pre-harvest rice yield is important for accurately formulating field management strategies and swiftly assessing overall rice production. This can be achieved using a pixel-scale model, which estimates crop yiel...

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Bibliographic Details
Main Authors: Jian Li, Yichen Xie, Lushi Liu, Kaishan Song, Bingxue Zhu
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Agriculture
Subjects:
early yield estimation
long short-term memory with an attention mechanism (ALSTM)
rice
time series
Online Access:https://www.mdpi.com/2077-0472/15/3/231

Internet

https://www.mdpi.com/2077-0472/15/3/231

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