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Improving the Accuracy of Subseasonal Forecasting of China Precipitation With a Machine Learning Approach

Cen Wang, Zhaoying Jia, Zhaohui Yin et al. · Frontiers in Earth Science ·

Multitask local linear regression predicts China precipitation 2–6 weeks ahead with skill 0.11, rising to 0.13 when the Arctic Oscillation index is added.

Sub-seasonal to seasonalNanjing University of Information Science & Technology (NUIST)Institute of Atmospheric Physics, Chinese Academy of SciencesBaidu