Accurate demand forecasting is imperative for efficient railway cold chain freight operation planning, resource optimization, and market responsiveness. Given the unique spatiotemporal characteristics and diversity of cold chain demands, the mismatch between capacity and demand has become a bottleneck, constraining the development of railway cold chain freight transportation. To tackle this challenge, ...