87 citations
- Norwegian Meteorological InstituteNO4 papers
- University of ConnecticutUS4 papers
- University of OsloNO3 papers
- Centre National de la Recherche ScientifiqueFR2 papers
- Max Planck Institute for MeteorologyDE2 papers
- NSF National Center for Atmospheric ResearchUS2 papers
- University of VictoriaCA2 papers
- Alfred-Wegener-Institut Helmholtz-Zentrum für Polar- und MeeresforschungDE1 paper
- Arctic and Antarctic Research InstituteRU1 paper
- Astronomical ObservatoryRS1 paper
- Australian Antarctic DivisionAU1 paper
- Beijing Solar Energy Research InstituteCN1 paper
Showing 2024Show all
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physics.ao-ph2024
On the predictability of springtime ozone depletion events using the ECCC Global Deterministic Prediction System
J. de Grandpre, I. Ivanova, Y. J. Rochon +2
Ozone depletion events are recurring phenomena in both polar regions, characterized by significant interannual variability. In this study, the Environment and Climate Change Canada…
cs.LG2024
Efficient fine-tuning of 37-level GraphCast with the Canadian global deterministic analysis
Christopher Subich
This work describes a process for efficiently fine-tuning the GraphCast data-driven forecast model to simulate another analysis system, here the Global Deterministic Prediction Sys…
physics.ao-ph2024★ 8 cited
Leveraging data-driven weather models for improving numerical weather prediction skill through large-scale spectral nudging
Syed Zahid Husain, Leo Separovic, Jean-François Caron +9
Operational meteorological forecasting has long relied on physics-based numerical weather prediction (NWP) models. Recently, this landscape has faced disruption by the advent of da…