notesum.ai
Published at December 3CA-MoE: Channel-Adapted MoE for Incremental Weather Forecasting
cs.LG
physics.ao-ph
Released Date: December 3, 2024
Authors: Hao Chen1, Han Tao, Guo Song, Jie Zhang, Yunlong Yu, Yonghan Dong, Chuang Yang, Lei Bai
Aff.: 1Hong Kong University of Science and Technology

| Name | Description | Levels |
| Upper-Air | ||
| Z | Geopotential | 13 |
| Q | Specific humidity | 13 |
| U | x-direction wind | 13 |
| V | y-direction wind | 13 |
| T | Temperature | 13 |
| Surface-Incremental Learning | ||
| u10 | x-direction wind at 10m height | Single |
| v10 | y-direction wind at 10m height | Single |
| t2m | Temperature at 2m height | Single |
| msl | Mean sea-level pressure | Single |
| sp | Surface pressure | Single |