AI ResearchMachine Learning10 min reading time

Building Custom Batched Ensemble Weather Forecasting with NVIDIA Earth2Studio

MarkTechPost
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NVIDIA Earth2Studio enables building a custom ensemble weather forecasting pipeline using the FCN prognostic model and GFS data. The workflow includes implementing a wind-power diagnostic, applying variable-scaled perturbations, and verifying forecasts with statistical metrics. Visualization tools display ensemble uncertainty and forecast skill over time.

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