IceMamba, a Mamba-based deep learning model, reports the lowest average RMSE and a top anomaly correlation among 25 sea ice forecast models, but test-set tuning and benchmark comparability weaken the claim.
Bulletin of the American Meteorological Society (2024)
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Seasonal Forecasting of Pan-Arctic Sea Ice with State Space Model
IceMamba, a Mamba-based deep learning model, reports the lowest average RMSE and a top anomaly correlation among 25 sea ice forecast models, but test-set tuning and benchmark comparability weaken the claim.