1-km Antarctic net snow accumulation predictions

• Main Authors: Medley, Brooke, Lenaerts, Jan T. M., Dattler, Marissa, Dattler, Eric, Wever, Nander
• Format: Other/Unknown Material
• Language: unknown
• Published: Zenodo 2022
• Subjects: Antarctica; Snow Accumulation; ICESat-2; MERRA-2; Antarctic; The Antarctic; Merra; Medley; Antarc*; Ice Sheet
• Online Access: https://doi.org/10.5281/zenodo.7105855

Overview We provide static predictions of net snow accumulation over the Antarctic Ice Sheet derived using amachine learning approach.Here, we train random forest models to predict variability in net accumulation using atmospheric variables and topographic characteristics as predictors at 1 km resol...