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How to Unlock Local Detail in Coarse Climate Projections with NVIDIA Earth-2

NVIDIA Technical Blog·Georg Ertl·about 1 month ago
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Global climate models are good at the big picture—but local climate extremes, like hurricanes and typhoons, often disappear in the details. Those patterns are still there—you just need the right tools to unlock them in high-resolution climate data. Using NVIDIA Earth‑2, this blog post shows you how to downscale coarse climate projections into higher-resolution, bias‑corrected fields—revealing local detail not resolved in the raw data.  Why downscaling climate projections is key to risk assessment High-resolution projections play a key role in assessing physical climate risk, informing decisions from infrastructure planning to agricultural adaptation. However, running global models at fine resolution is computationally prohibitive—requiring significant compute, storage, and time.…

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