基于多种机器学习及其堆叠式集成方法的月尺度北极海冰预测研究

岳瀚栋, 窦挺峰, 李润奎, 丁明虎, 效存德

Monthly-scale Arctic sea ice extent prediction based on multiple machine learning and stacking ensemble methods

Handong YUE, Tingfeng DOU, Runkui LI, Minghu DING, Cunde XIAO

图5 不同深度学习模型预测的2000年3月、9月海冰密集度偏差

Fig. 5 The prediction bias of sea ice concentration from different deep learning models relative to remote sensing observations in March and September， 2000