Articles | Volume 19, issue 18
https://doi.org/10.5194/gmd-19-9235-2026
© Author(s) 2026. This work is distributed under the Creative Commons Attribution 4.0 License.
Model description paper
| 
29 Sep 2026
Model description paper |
| 29 Sep 2026
| 29 Sep 2026
China regional 3 km downscaling based on residual Corrective Diffusion model
Related authors
EGUsphere, 2026
This preprint is open for discussion and under review for Geoscientific Model Development (GMD).
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Geosci. Model Dev., 17, 6301–6318, 2024
Cited articles
Addison, H., Kendon, E., Ravuri, S., Aitchison, L., and Watson, P. A.: Machine learning emulation of a local-scale UK climate model, arXiv [preprint], https://doi.org/10.48550/arXiv.2211.16116, 2022. a
Bi, K., Xie, L., Zhang, H., Chen, X., Gu, X., and Tian, Q.: Pangu-weather: A 3d high-resolution model for fast and accurate global weather forecast, arXiv [preprint], https://doi.org/10.48550/arXiv.2211.02556, 2022. a
Bonev, B., Kurth, T., Hundt, C., Pathak, J., Baust, M., Kashinath, K., and Anandkumar, A.: Spherical fourier neural operators: Learning stable dynamics on the sphere, in: International conference on machine learning, PMLR, 2806–2823, https://proceedings.mlr.press/v202/bonev23a.html (last access: 23 September 2026), 2023. a
Chen, D., Xue, J., Yang, X., Zhang, H., Shen, X., Hu, J., Wang, Y., Ji, L., and Chen, J.: New generation of multi-scale NWP system (GRAPES): General scientific design, Chinese Sci. Bull., 53, 3433–3445, https://doi.org/10.1007/s11434-008-0494-z, 2008. a
Chen, H., Guo, J., Xiong, W., Guo, S., and Xu, C.-Y.: Downscaling GCMs using the Smooth Support Vector Machine method to predict daily precipitation in the Hanjiang Basin, Adv. Atmos. Sci., 27, 274–284, https://doi.org/10.1007/s00376-009-8071-1, 2010. a
