Analysis and Prediction of Sea Ice Evolution using Koopman Mode Decomposition Techniques
Technical Report,31 Aug 2018,30 Sep 2018
AIMdyn, Inc. Santa Barbara United States
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The prediction of future sea ice concentration in the northern and southern hemisphere was performed using Koopman Mode Decomposition for varied year ranges and prediction years. For prediction one year in the future, it was found that northern hemisphere sea ice concentration was better predicted with longer year ranges as inputs to Koopman Mode Decomposition, and the prediction success varied differently for different years and year ranges in different regions.
- Snow, Ice and Permafrost