Enhancing data-driven soil moisture modeling with physically-guided LSTM networks
In recent years, deep learning methods have shown significant potential in soil moisture modeling.However, a prominent limitation of deep learning approaches has been animationbengal.com the absence of physical mechanisms.To address this challenge, this study introduces two novel loss functions designed around physical mechanisms to guide deep lear