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Sensor records can be used to forecast complex soil moisture dynamics with symbiosis of empirical nonlinear dynamics and echo state neural network AI.
Ray Huffaker
Rafael Muñoz-Carpena
Kati W. Migliaccio
Published in:
Comput. Electron. Agric. (2024)
Keyphrases
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nonlinear dynamics
neural network
dynamical systems
machine learning
soil moisture
back propagation
state space
artificial neural networks
recurrent neural networks
dynamic model