Jiping Liu

An Improved Antarctic Sea Ice Thickness Dataset Derived from CryoSat-2 Using LightGBM

Abstract Sea ice is crucial for modulating Antarctic air–sea fluxes, and its thickness (SIT) is the primary factor controlling the exchange of heat, moisture, and momentum. Although CryoSat-2 is commonly used for SIT retrieval, conventional algorithms rely on empirical parameters...