NVIDIA Earth-2: The Future of Weather Forecasting

Imagine a world where weather forecasting is more accurate, efficient, and accessible than ever before. Welcome to the world of NVIDIA Earth-2, a fully open, accelerated set of models and tools that's changing the game in AI weather forecasting.

TL;DR
• NVIDIA Earth-2 is a fully open, accelerated set of models and tools for AI weather forecasting.
• It includes Earth-2 Medium Range, Earth-2 Nowcasting, and Earth-2 Global Data Assimilation models.
• These models are designed to improve the accuracy and efficiency of weather forecasting, making it more accessible to scientists, startups, developers, enterprises, and government agencies worldwide.

Summary
NVIDIA has launched the Earth-2 family of open models for weather and climate AI, making AI weather prediction more accessible globally. This fully open, accelerated weather AI software stack includes pretrained models, frameworks, customization recipes, and inference libraries.

The Earth-2 family includes several new open models:
• Earth-2 Medium Range for high-accuracy medium-range forecasts up to 15 days, outperforming leading open models on common forecasting variables.
• Earth-2 Nowcasting for local storm forecasts, using generative AI to predict storm development and organization.
• Earth-2 Global Data Assimilation for generating initial conditions for weather prediction in seconds on GPUs.

These models join existing open weather models like Earth-2 CorrDiff and Earth-2 FourCastNet3. Developers can use NVIDIA PhysicsNeMo to train and fine-tune Earth-2 models.

Various organizations are already utilizing Earth-2 models, including Brightband, Israel Meteorological Service, The Weather Company, and energy companies like TotalEnergies and Eni.

The Earth-2 models are openly available via NVIDIA Earth2Studio, Hugging Face, and GitHub, enabling developers and scientists to innovate in weather AI and drive scientific breakthroughs.

As we move forward in the era of AI, it's exciting to think about the possibilities that NVIDIA Earth-2 brings to the table. With its potential to revolutionize weather forecasting, it's clear that this technology has the power to make a real difference in our world.