Modeling for the Prediction of Soil Moisture in Litchi Orchard with Deep Long Short-Term Memory

Modeling for the Prediction of Soil Moisture in Litchi Orchard with Deep Long Short-Term Memory

Soil moisture is an important factor determining yield. With the increasing demand for agricultural irrigation water resources, evaluating soil moisture in advance to create a reasonable irrigation schedule would help improve water resource utilization. This paper established a continuous system for...

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Bibliographic Details
Main Authors: Peng Gao, Hongbin Qiu, Yubin Lan, Weixing Wang, Wadi Chen, Xiongzhe Han, Jianqiang Lu
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Agriculture
Subjects:
soil moisture
LSTM
wavelet denoising
unbiased risk estimation
litchi
deep learning
Online Access:https://www.mdpi.com/2077-0472/12/1/25

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