Soil Moisture Prediction Based on LSTM with a Sliding Window Strategy
: Soil moisture is a key indicator of land surface hydrological processes and plays an essential role in agricultural irrigation management and ecological monitoring. However, traditional monitoring approaches mainly rely on fixed sensors and lack the capability to predict future soil moisture dynamics. To address this...