Climate variability of the ocean and atmosphere Analysis of the variability of ice conditions along the Northern Sea Route in the past, present and future Arctic amplification and Atlantic influence Algorithms for identification and evaluation of characteristics based on satellite and model data Evaluation of the quality of ocean-ice-atmosphere model projections Estimation of variability of deep ocean convection intensity based on original algorithms Dynamics of ocean eddies and their impact on the ice edge and heat transfer