IB VERNYAYEV, Yevgeniy Kadranov Historical Caspian Ice Cover Classification Known data sources on ice observations in the region can be tracked back to 1930s. Most of them are hardcopy and require significant manual digitising work to become analysable. However, the latest ye... Caspian hindcast 2023 ж. 06 мау.