Deep Learning for Daily 2‐m Temperature Downscaling
Abstract This study proposes a novel method, which is a U‐shaped convolutional neural network that combines non‐local attention mechanisms, Res2net residual modules, and terrain information (UNR‐Net). The original U‐Net method and the linear regression (LR) method are conducted as benchmarks. Genera...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
American Geophysical Union (AGU)
2024-02-01
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| Series: | Earth and Space Science |
| Online Access: | https://doi.org/10.1029/2023EA003227 |