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. 2020 Jul 3;11:3295. doi: 10.1038/s41467-020-17142-3

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© The Author(s) 2020

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.

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Fig. 4 — Snapshot of the subgrid tendency of q_T at 5.7 km in kg kg⁻¹ s⁻¹ showing a–c the true tendency and d–f the error in the prediction from RF-tend. Results are shown for a, d subgrid tendencies calculated and predicted at x4, b, e coarse graining of the subgrid tendencies calculated and predicted at x4 to x32 grid spacing (x4 → x32), and c, f subgrid tendencies calculated and predicted at x32. Inset text gives for the snapshot shown a–c the standard deviation of the true tendencies and d–f the root mean square error.