Hybrid Transformer Network for Soil Moisture Estimation in Precision Irrigation

Accurate root zone soil moisture (RZSM) estimation is essential for precision irrigation (PI) systems that seek to optimize water use efficiency. Large-scale in-situ sensors for direct measurement are costly, while existing satellites lack depth resolution for direct RZSM data. Hence, in-direct RZSM...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Neethu Madhukumar, Eric Wang, Yvette Everingham, Wei Xiang
Format:	Article
Language:	English
Published:	IEEE 2024-01-01
Subjects:	Agriculture deep learning hybrid transformer neural network precision irrigation root zone soil moisture
Online Access:	https://ieeexplore.ieee.org/document/10473782/