Weather Climate

24 resources · page 1 of 1

• Aurora (Microsoft)

  Creator not supplied; see original source.

  Microsoft Aurora GitHub repo: implementation of the Aurora Earth system forecasting model.

  Not applicable (entity) · unknown · unknown resource · en

• Climate Change AI

  Creator not supplied; see original source.

  Climate Change AI site with curated climate-ML research, a summer school, grants and community events.

  Not applicable (entity) · unknown · unknown resource · en

• Earth2Studio

  Creator not supplied; see original source.

  NVIDIA Earth2Studio GitHub repo: framework for running AI weather and climate models with data sources.

  Not applicable (entity) · unknown · unknown resource · en

• ECMWF ai-models

  Creator not supplied; see original source.

  ECMWF ai-models GitHub repo: runs AI weather forecasting models with ECMWF data.

  Not applicable (entity) · unknown · unknown resource · en

• FengWu

  Creator not supplied; see original source.

  OpenEarthLab FengWu GitHub repo: inference code and weights for the FengWu deep learning weather forecasting model.

  Not applicable (entity) · unknown · unknown resource · en

• FourCastNet

  Creator not supplied; see original source.

  NVlabs FourCastNet GitHub repo: code, data and weights for the FourCastNet global weather forecasting model.

  Not applicable (entity) · unknown · unknown resource · en

• GraphCast / WeatherNext

  Creator not supplied; see original source.

  DeepMind weathernext GitHub repo: code for WeatherNext 2, a global medium-range weather and cyclone model.

  Not applicable (entity) · unknown · unknown resource · en

• NASA/IBM Prithvi models (HF org)

  Creator not supplied; see original source.

  IBM–NASA Prithvi Hugging Face organisation: Earth observation and weather foundation models with fine-tunes.

  Not applicable (entity) · unknown · unknown resource · en

• NeuralGCM

  Creator not supplied; see original source.

  NeuralGCM GitHub repo: hybrid physics and ML general circulation model for weather and climate.

  Not applicable (entity) · unknown · unknown resource · en

• Open Climate Fix

  Creator not supplied; see original source.

  Open Climate Fix GitHub organisation: open-source solar generation forecasting and climate ML code.

  Not applicable (entity) · unknown · unknown resource · en

• Open Climate Fix PVNet

  Creator not supplied; see original source.

  Open Climate Fix PVNet GitHub repo: training and live running of a solar PV generation forecasting model.

  Not applicable (entity) · unknown · unknown resource · en

• Pangu-Weather (Huawei)

  Creator not supplied; see original source.

  Pangu-Weather GitHub repo: official Huawei implementation and weights for medium-range weather forecasting.

  Not applicable (entity) · unknown · unknown resource · en

• Prithvi WxC

  Creator not supplied; see original source.

  NASA-IMPACT Prithvi WxC GitHub repo: implementation of the Prithvi weather and climate foundation model.

  Not applicable (entity) · unknown · unknown resource · en

• Climate Change AI tutorials

  Creator not supplied; see original source.

  Climate Change AI tutorials pairing machine-learning methods with concrete climate problems, with notebooks.

  Intermediate · unknown · unknown resource · en

• ECMWF AIFS

  Creator not supplied; see original source.

  ECMWF page on AIFS, its operational machine-learning weather forecasting system, with model versions and open data access.

  Intermediate–Advanced · unknown · unknown resource · en

• AIFS paper (ECMWF)

  Creator not supplied; see original source.

  arXiv paper (2024) describing AIFS, ECMWF's data-driven weather forecasting system.

  Advanced–Expert · unknown · unknown resource · en

• Aurora

  Creator not supplied; see original source.

  arXiv HTML version of the Aurora paper (2024) on a foundation model of the atmosphere.

  Advanced–Expert · unknown · unknown resource · en

• ClimaX

  Creator not supplied; see original source.

  ICML 2023 paper ClimaX: a foundation model for weather and climate.

  Advanced–Expert · unknown · unknown resource · en

• FuXi Weather

  Creator not supplied; see original source.

  arXiv PDF (2024) of FuXi Weather, an end-to-end ML system forecasting directly from raw observations.

  Advanced · unknown · unknown resource · en

• GenCast paper

  Creator not supplied; see original source.

  arXiv paper (2023) introducing GenCast, a diffusion-based ensemble model for medium-range weather forecasting.

  Advanced–Expert · unknown · unknown resource · en

• GraphCast paper

  Creator not supplied; see original source.

  arXiv paper (2022) introducing GraphCast, a graph neural network for medium-range global weather forecasting.

  Advanced–Expert · unknown · unknown resource · en

• NeuralHydrology

  Creator not supplied; see original source.

  NeuralHydrology site: research blog and library for neural networks in rainfall-runoff and hydrological modelling.

  Advanced · unknown · unknown resource · en

• Accurate medium-range global weather forecasting with 3D neural networks (Pangu-Weather)

  Creator not supplied; see original source.

  Nature paper (2023) on Huawei's Pangu-Weather, medium-range forecasting with 3D neural networks.

  Advanced · unknown · unknown resource · en

• Anemoi

  Creator not supplied; see original source.

  Anemoi documentation: ECMWF-led framework for building data-driven weather forecasting models, from data to inference.

  Expert · unknown · unknown resource · en

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