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NVIDIA adds StormScope EU to open Earth-2 weather models, with European adopters

2 articles2 sourcessince Oct 22Last article

Overview

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NVIDIA adds StormScope EU, a regional version of its StormScope model trained on European weather and climate data, to the open Earth-2 family.

The model predicts cloud conditions across 16 Meteosat channels at 10-minute intervals using EUMETSAT satellite observations. NVIDIA says the open-source PhysicsNeMo framework provides training and customization tools so teams can add proprietary data and domain expertise.

NVIDIA says AXA, Vaisala Xweather, the University of Manchester, TotalEnergies and Space42 are adapting Earth-2 models for cyclone risk, lightning-enhanced forecasts, air-quality modeling, solar-energy forecasting and radar-based height estimation.

AXA researchers used FourCastNet 3, a global Earth-2 forecasting model, to generate more than 1,000 simulated cyclone seasons. NVIDIA says the simulations show where cyclones travel, how often they occur and how storms affect multiple regions in one season, and that AXA can use them in risk assessments and to target customer prevention efforts.

Written by AI from the articles below · updated Oct 27, 3:50 PM ET

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Developments

2 developments

  1. Oct 27, 3:47 PM ET · 1 article
    AXA researchers use NVIDIA Earth-2 FourCastNet 3 to simulate 1,000 cyclone seasons for risk assessment
    NVIDIA AI: AXA uses NVIDIA Earth-2 to simulate 1,000 cyclone seasons for risk assessment
  2. Oct 22, 1:00 AM ET · 1 article
    NVIDIA showcases StormScope EU and Earth-2 open models for European weather and climate prediction
    NVIDIA Blog: NVIDIA Earth-2 open models power European weather and climate forecasting projects

Article timeline

The articles in this story. Times are ET.

Oct 27
  1. NVIDIA AIOfficial
    AXA uses NVIDIA Earth-2 to simulate 1,000 cyclone seasons for risk assessment

    AIAXA researchers used FourCastNet 3, an open global weather forecasting model in NVIDIA Earth-2, to generate more than 1,000 simulated cyclone seasons. The simulations show where cyclones travel, how often they occur, and how storms affect multiple regions in the same season. AXA can use these insights in its risk assessments and to target customer prevention efforts.

    Video from @NVIDIAAI's post
Oct 22
  1. NVIDIA BlogOfficial
    NVIDIA Earth-2 open models power European weather and climate forecasting projects

    AINVIDIA adds StormScope EU, a regional version of its StormScope model trained on Europe weather and climate data, to the Earth-2 family of open AI models. It predicts cloud conditions across 16 Meteosat channels at 10-minute intervals using EUMETSAT satellite observations. European organizations including AXA, Vaisala Xweather, the University of Manchester, TotalEnergies and Space42 are adapting Earth-2 models for cyclone risk, lightning-enhanced forecasts, air-quality modeling, solar-energy forecasting and radar-based height estimation.

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