Plotting notebooks and data for "HiRO-ACE: Fast and skillful AI emulation and downscaling trained on a 3 km global storm-resolving model"

Zenodo (CERN European Organization for Nuclear Research) 2026 Book Open access

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Authors: W. A. Perkins, Anna Kwa, Jeremy McGibbon, Troy Arcomano, Spencer Koncius Clark, Oliver Watt‐Meyer, Christopher S. Bretherton
DOI: 10.5281/zenodo.18475757
Cited by: 0

Abstract

This repository contains the analysis and plotting notebooks for the manuscript "HiRO-ACE: Fast and skillful AI emulation and downscaling trained on a 3 km global storm-resolving model" submitted to AGU Advances. Intermediate data to reproduce the plots made in the notebooks are located under the `notebooks/data` directory. v0.1: Initial submission of manuscript to JAMES v0.2: Reviewer Revisions

Fields of Study & Subjects

Meteorological Phenomena and Simulations Model Reduction and Neural Networks Climate variability and models

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
3 February 2026
Language
EN
Document type
Book