2 papers
cs.LG2022
Data-Driven Short-Term Daily Operational Sea Ice Regional Forecasting
Timofey Grigoryev, Polina Verezemskaya, Mikhail Krinitskiy +9
Global warming made the Arctic available for marine operations and created demand for reliable operational sea ice forecasts to make them safe. While ocean-ice numerical models are…
physics.ao-ph2020
Machine learning methods for the detection of polar lows in satellite mosaics: major issues and their solutions
Mikhail Krinitskiy, Polina Verezemskaya, Svyatoslav Elizarov +1
Polar mesocyclones (PMCs) and their intense subclass polar lows (PLs) are relatively small atmospheric vortices that form mostly over the ocean in high latitudes. PLs can strongly…