--- id: "/science-medicine/weather-climate/" title: "weather & climate: 24 curated resources" url: "https://skillissue.dev/science-medicine/weather-climate/" --- # weather & climate: 24 curated resources weather & climate [Beginner](/science-medicine/beginner/index.md) [Intermediate](/science-medicine/intermediate/index.md) [Advanced](/science-medicine/advanced/index.md) [Expert](/science-medicine/expert/index.md) 24 resources · page 1 of 1 - ### [Aurora (Microsoft)](/frontier/research-feeds/aurora-microsoft/index.md) by [Microsoft](https://opensource.microsoft.com) Microsoft Aurora GitHub repo: implementation of the Aurora Earth system forecasting model. entity repo US en - ### [Climate Change AI](/frontier/research-feeds/climate-change-ai/index.md) by [Climate Change AI](https://climatechange.ai/) Climate Change AI site with curated climate-ML research, a summer school, grants and community events. entity community Global en - ### [Earth2Studio](/frontier/research-feeds/earth2studio/index.md) by [NVIDIA Corporation](https://nvidia.com) NVIDIA Earth2Studio GitHub repo: framework for running AI weather and climate models with data sources. entity repo US/global en - ### [ECMWF ai-models](/frontier/research-feeds/ecmwf-ai-models/index.md) by [ECMWF lab](https://github.com/ecmwf-lab) ECMWF ai-models GitHub repo: runs AI weather forecasting models with ECMWF data. entity repo West en - ### [FengWu](/frontier/research-feeds/fengwu/index.md) by [OpenEarthLab](https://github.com/OpenEarthLab) OpenEarthLab FengWu GitHub repo: inference code and weights for the FengWu deep learning weather forecasting model. entity repo CN en - ### [FourCastNet](/frontier/research-feeds/fourcastnet/index.md) by [NVIDIA Research Projects](https://research.nvidia.com/) NVlabs FourCastNet GitHub repo: code, data and weights for the FourCastNet global weather forecasting model. entity repo West en - ### [GraphCast / WeatherNext](/frontier/research-feeds/graphcast-weathernext/index.md) by [Google DeepMind](https://www.deepmind.com/) DeepMind weathernext GitHub repo: code for WeatherNext 2, a global medium-range weather and cyclone model. entity repo UK; US en - ### [NASA/IBM Prithvi models (HF org)](/frontier/research-feeds/nasa-ibm-prithvi-models-hf-org/index.md) by [IBM-NASA Prithvi Models Family](https://huggingface.co/ibm-nasa-geospatial) IBM–NASA Prithvi Hugging Face organisation: Earth observation and weather foundation models with fine-tunes. entity model US/Germany en - ### [NeuralGCM](/frontier/research-feeds/neuralgcm-2/index.md) by [neuralgcm](https://github.com/neuralgcm) NeuralGCM GitHub repo: hybrid physics and ML general circulation model for weather and climate. entity repo Global (Google; ECMWF; MIT; Ha en - ### [Open Climate Fix](/frontier/research-feeds/open-climate-fix/index.md) by [Open Climate Fix](https://openclimatefix.org) Open Climate Fix GitHub organisation: open-source solar generation forecasting and climate ML code. entity org UK en - ### [Open Climate Fix PVNet](/frontier/research-feeds/open-climate-fix-pvnet/index.md) by [Open Climate Fix](https://openclimatefix.org) Open Climate Fix PVNet GitHub repo: training and live running of a solar PV generation forecasting model. entity repo UK en - ### [Pangu-Weather (Huawei)](/frontier/research-feeds/pangu-weather-huawei/index.md) by [Lingxi Xie](https://lingxixie.com) Pangu-Weather GitHub repo: official Huawei implementation and weights for medium-range weather forecasting. entity repo CN en - ### [Prithvi WxC](/frontier/research-feeds/prithvi-wxc/index.md) by [Office of Data Science and Informatics](https://github.com/NASA-IMPACT) NASA-IMPACT Prithvi WxC GitHub repo: implementation of the Prithvi weather and climate foundation model. entity repo Global (IBM Research; NASA; re en - ### [Climate Change AI tutorials](/frontier/research-feeds/climate-change-ai-tutorials/index.md) by [Climate Change AI](https://climatechange.ai/) Climate Change AI tutorials pairing machine-learning methods with concrete climate problems, with notebooks. Intermediate learning_resource course Global en - ### [ECMWF AIFS](/frontier/research-feeds/ecmwf-aifs/index.md) by [European Centre for Medium-Range Weather Forecasts (ECMWF)](https://www.ecmwf.int/) ECMWF page on AIFS, its operational machine-learning weather forecasting system, with model versions and open data access. Intermediate–Advanced learning_resource docs EU en - ### [AIFS paper (ECMWF)](/frontier/research-feeds/aifs-paper-ecmwf/index.md) by [Simon Lang et al. (ECMWF)](https://www.ecmwf.int/) arXiv paper (2024) describing AIFS, ECMWF's data-driven weather forecasting system. Advanced–Expert learning_resource paper West en - ### [Aurora](/frontier/research-feeds/aurora/index.md) by [Cristian Bodnar et al. (Microsoft)](https://www.microsoft.com/) arXiv HTML version of the Aurora paper (2024) on a foundation model of the atmosphere. Advanced–Expert learning_resource paper Global (Microsoft Research; Ca en - ### [ClimaX](/frontier/research-feeds/climax/index.md) by [Tung Nguyen et al. (UCLA and Microsoft Research)](https://www.microsoft.com/en-us/research/) ICML 2023 paper ClimaX: a foundation model for weather and climate. Advanced–Expert learning_resource paper Global (Microsoft Research; UC en - ### [FuXi Weather](/frontier/research-feeds/fuxi-weather-data-to-forecast-arxiv-2408-05472/index.md) by [Xiuyu Sun et al. (Fudan University)](https://www.fudan.edu.cn/) arXiv PDF (2024) of FuXi Weather, an end-to-end ML system forecasting directly from raw observations. Advanced learning_resource paper China (Fudan/Shanghai Academy of AI for Science) en - ### [GenCast paper](/frontier/research-feeds/gencast-paper/index.md) by [Ilan Price et al. (Google DeepMind)](https://deepmind.google/) arXiv paper (2023) introducing GenCast, a diffusion-based ensemble model for medium-range weather forecasting. Advanced–Expert learning_resource paper West en - ### [GraphCast paper](/frontier/research-feeds/graphcast-paper/index.md) by [Remi Lam et al. (Google DeepMind)](https://deepmind.google/) arXiv paper (2022) introducing GraphCast, a graph neural network for medium-range global weather forecasting. Advanced–Expert learning_resource paper West en - ### [NeuralHydrology](/frontier/research-feeds/neuralhydrology/index.md) by [Neural Hydrology](https://neuralhydrology.github.io/) NeuralHydrology site: research blog and library for neural networks in rainfall-runoff and hydrological modelling. Advanced learning_resource docs Europe/US en - ### [Accurate medium-range global weather forecasting with 3D neural networks (Pangu-Weather)](/frontier/research-feeds/pangu-weather-bi-et-al-nature-2023-huawei/index.md) by [Kaifeng Bi et al. (Huawei Cloud)](https://www.huaweicloud.com/) Nature paper (2023) on Huawei's Pangu-Weather, medium-range forecasting with 3D neural networks. Advanced learning_resource paper China en - ### [Anemoi](/frontier/research-feeds/anemoi/index.md) by [ECMWF (Anemoi)](https://www.ecmwf.int/) Anemoi documentation: ECMWF-led framework for building data-driven weather forecasting models, from data to inference. Expert learning_resource docs Europe/intergovernmental en [Plain-text Markdown copy](/science-medicine/weather-climate/index.md)