Abstract Environmental changes and ground subsidence along railway lines are serious concerns during high-speed railway operations. It is worth noting that AutoRegressive Integrated Moving Average (ARMA). Long Short-Term Memory (LSTM). and other prediction methods may present limitations when applied to predict InSAR time series results. https://bbmbatteryes.shop/product-category/635/