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Pangeo for the European Open Science cloud

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# Pangeo configuration for the European Open Science Cloud (EOSC)

In this repository we are storing configuration files we use for setting up Pangeo on EOSC.

Are you a user who wants to get access to `pangeo-eosc` services?
Please check the [getting started for users](./users/users-getting-started.md).

Would you like to deploy the [Pangeo](https://pangeo.io/) stack using services
from the [European Open Science Cloud](https://open-science-cloud.ec.europa.eu/)?
Please check the [getting started for providers](./providers/providers-getting-started.md).

## Training events

### 2026
- Introduction to deep learning: Carpentries-style hands-on lesson material for introducing researchers to deep learning. Journal of Open Source Education, 9(95), 307,  van der Burg et al., (2026), [DOI: 10.21105/jose.00307 ](https://doi.org/10.21105/jose.00307)

### 2025
- [Big Data From Space (BiDS'25)](https://www.bigdatafromspace2025.org): Scalable Earth Observation Data Analysis with Pangeo and EO4EU, Vasileios Baousis (European Centre for Medium-Range Weather Forecasts (ECMWF)), Anne Fouilloux (Simula), Tina Odaka (ifremer), Mohanad Albughdadi (ECMWF), Claudio Pisa (ECMWF), Armagan Karatosun (EUMETSAT). Tutorial given to BiDS Satellite event using Pangeo@EOSC.
- **EGU 2025**: [Harnessing the Power of Pangeo: Enhancing Your Scientific Data Analysis Workflow with scalable open source tools](https://meetingorganizer.copernicus.org/EGU25/session/53638). See also the [dedicated repository](https://github.com/pangeo-data/egu-2025-course) with training material.
- [WCRP Global KM scale hackathon 2025](https://github.com/digital-earths-global-hackathon). The Digital Earths Global Hackathon brings together scientists from around the world to jointly analyze the first ever coordinated experiments of 6 - 8 climate models simulating a full annual cycle with horizontal grid spacings of 5 km or less based on a common protocol ([Takasuka, D. et al. (2024)](https://doi.org/10.1186/s40645-024-00668-1)).
- [Cloud Native Ocean Data and Visualization School](https://github.com/OpenScienceComputing/cloud-school-2025) co-organized by [CMCC](https://www.cmcc.it/), the [University of Bologna](https://www.unibo.it/en), and [EGI](https://www.egi.eu/); Instructor: Rich Signell, [Open Science Computing](https://opensciencecomputing.com/). See the encouraging [School Feedback Reponses](https://github.com/OpenScienceComputing/cloud-school-2025/blob/main/pangeo_class_survey_results.pdf). 13th-17th October 2025, Bologna, Italy.
- IMT Atlantique 2025: "Calcul intensif : distribution des données et des calculs" (UETAF-CALC-B), short course on distributed data and computation using the Pangeo ecosystem for engineering students at [IMT Atlantique](https://www.imt-atlantique.fr/) (Brest campus); instructor: Tina Odaka (Ifremer). 9–10 December 2025.

### 2024
- **EGI 2024**: [Pangeo@EOSC: A EOSC service to enable big data geoscience scientific discoveries and collaborations](https://indico.egi.eu/event/6441/contributions/19246/). See also the [dedicated repository](https://pangeo-data.github.io/egi2024-demo/) with training material.
- **IGARSS 2024**: [Earthly marvels revealed: Pangeo, AI, and Copernicus in action](https://www.2024.ieeeigarss.org/). See also the [dedicated repository](https://pangeo-data.github.io/pangeo-igarss2024/intro.html) with training material.
- **GEO-OPEN-HACK-2024**: [Big Geospatial Data Hackathon with Open Infrastructure and Tools](https://iiasa.ac.at/events/jun-2024/geo-open-hack-2024-big-geospatial-data-hackathon-with-open-infrastructure-and-tools). See also the [dedicated repository](https://pangeo-data.github.io/geo-open-hack-2024/intro.html) with training material.
- **Digital Scholarship Days 2024**: [Unlocking the Power of EOSC](https://www.ub.uio.no/english/courses-events/events/dsc/2024/digital-scholarship-days/21-unlocking-eosc.html): Navigating Services for Research Visibility and Impact - The European Open Science Cloud (EOSC) in a nutshell. Jan. 12, 2024 9:00 AM – 12:00 PM at the university of Oslo, Norway.

### 2023
- **BiDS 2023**: [PANGEO & OpenEO one day Training event](https://openeo.cloud/2023/09/05/bids23-satellite-event-monday-6th-november/)
- **[Reproducibility Challenge 2023](https://eds-book.github.io/reproducibility-challenge-2023/intro.html)**

### 2022
- **FOSS4G 2022**: [Pangeo Training event](https://pangeo-data.github.io/foss4g-2022)
- **[Pangeo 101 Tutorial for CLIVAR CMIP6 Bootcamp 2022](https://pangeo-data.github.io/clivar-2022/)**
- **[eScience 2022 course on Tools in Climate Science: Linking Observations with Modelling](https://pangeo-data.github.io/escience-2022/)**

## Publication & outreach

You will find below a list of publications & conferences that made use of EOSC Pangeo resources and/or promoting Pangeo EOSC deployments:

### 2026

- Samardzhiev, K., Samardzhiev, D., Anghelea, A., and Dobrowolska, E.: From Disparate Datasets to Analysis-Ready Data Cubes with Pangeo on EarthCODE, EGU General Assembly 2026, Vienna, Austria, 3–8 May 2026, EGU26-21395, https://doi.org/10.5194/egusphere-egu26-21395, 2026.
- Magin, J., Bovy, B., Richard, P., Delouis, J.-M., and Odaka, T.: Ellipsoidal HEALPix for the Earth sciences: healpix-geo and xdggs integration into the Pangeo ecosystem, EGU General Assembly 2026, Vienna, Austria, 3–8 May 2026, EGU26-18208, https://doi.org/10.5194/egusphere-egu26-18208, 2026.
- Odaka, T. E., Cap, E., Mazouni, Q., Hue, C., Delouis, J.-M., Woillez, M., Fouilloux, A., Ragan-Kelley, B., and Wiesmann, D.: Pangeo-Fish and the Global Fish Tracking System: Scaling Biologging Analytics with Earth System Digital Twins for evidence-based policy support, EGU General Assembly 2026, Vienna, Austria, 3–8 May 2026, EGU26-19040, https://doi.org/10.5194/egusphere-egu26-19040, 2026.

### 2025
- Coca-Castro, A., Fouilloux, A., Ricardo, B. L., McDonald, A., Rao, Y. and Hosking J.S. (2025). Improving the reproducibility in geoscientific papers: lessons learned from a Hackathon in climate science. Environmental Data Science, 4:e6, 1-10, [doi:10.1017/eds.2024.35](https://doi.org/10.1017/eds.2024.35).

### 2024

- Kmoch, A., Bovy, B., Magin, J., Abernathey, R., Strobl, P., Coca-Castro, A., Fouilloux, A., Loos, D., and Odaka, T.: XDGGS: Xarray Extension for Discrete Global Grid Systems (DGGS), EGU General Assembly 2024, Vienna, Austria, 14–19 Apr 2024, EGU24-15416, [https://doi.org/10.5194/egusphere-egu24-15416](https://doi.org/10.5194/egusphere-egu24-15416), 2024.
- Wiesmann, D., Odaka, T., Fouilloux, A., Autret, E., Woillez, M., and Ragan-Kelley, B.: Harnessing the Pangeo ecosystem for delivering the cloud-based Global Fish Tracking System, EGU General Assembly 2024, Vienna, Austria, 14–19 Apr 2024, EGU24-10741, https://doi.org/10.5194/egusphere-egu24-10741, 2024.
- Fouilloux, A.: How EOSC became our best ally?, EGU General Assembly 2024, Vienna, Austria, 14–19 Apr 2024, EGU24-3441, [https://doi.org/10.5194/egusphere-egu24-3441](https://doi.org/10.5194/egusphere-egu24-3441), 2024.
- Stöckl, V., Grüning, B., Fouilloux, A., Iaquinta, J., and Coca-Castro, A.: Implementation of a reproducible pipeline for producing seasonal Arctic sea ice forecasts, EGU General Assembly 2024, Vienna, Austria, 14–19 Apr 2024, EGU24-8343, [https://doi.org/10.5194/egusphere-egu24-8343](https://doi.org/10.5194/egusphere-egu24-8343), 2024.
- Anne Fouilloux. (2024). annefou/DSD_FAIR: version 1.0.0 Workshop delivered at the Digital Scholarship Days 2024 (v1.0.0). Zenodo. [https://doi.org/10.5281/zenodo.10577912](https://doi.org/10.5281/zenodo.10577912)
- Anne Fouilloux, & Jean Iaquinta. (2024). annefou/DSD_EOSC: version 1.0.0 Workshop delivered at the Digital Scholarship Days 2024 (v1.0.0). Zenodo. [https://doi.org/10.5281/zenodo.10577905](https://doi.org/10.5281/zenodo.10577905)

### 2023

- Duffey, A., Mallet, R., Steckling, J., Hermant, A., Dutch, V., Day, J., and Pithan, F.: Stability of the winter-time Arctic Ocean boundary layer in CMIP6 climate models evaluated against Soviet drifting stations, SHEBA and MOSAiC observations, EGU General Assembly 2023, Vienna, Austria, 24–28 Apr 2023, EGU23-16224, [https://doi.org/10.5194/egusphere-egu23-16224](https://doi.org/10.5194/egusphere-egu23-16224), 2023;
- Köhler, R., Athanase, M., Levine, X., Williams, R., and Heuzé, C.: Fates of the Beaufort Gyre: Location, Extent and Strength , EGU General Assembly 2023, Vienna, Austria, 24–28 Apr 2023, EGU23-7889, [https://doi.org/10.5194/egusphere-egu23-7889](https://doi.org/10.5194/egusphere-egu23-7889), 2023;
- Chatterjee, S., Selivanova, J., Semmler, T., and Screen, J. A.: Ocean response to reduced Arctic sea ice in PAMIP simulations., EGU General Assembly 2023, Vienna, Austria, 24–28 Apr 2023, EGU23-4822, [https://doi.org/10.5194/egusphere-egu23-4822](https://doi.org/10.5194/egusphere-egu23-4822), 2023
- Fouilloux, A., Marasco, P. L., Odaka, T., Mottram, R., Zieger, P., Schulz, M., Coca-Castro, A., Iaquinta, J., and Eynard Bontemps, G.: Pangeo framework for training: experience with FOSS4G, the CLIVAR bootcamp and the eScience course, EGU General Assembly 2023, Vienna, Austria, 24–28 Apr 2023, EGU23-8756, [https://doi.org/10.5194/egusphere-egu23-8756](https://doi.org/10.5194/egusphere-egu23-8756), 2023;
- Eynard-Bontemps, G., Iaquinta, J., Luna-Valero, S., Caballer, M., Paul, F., Fouilloux, A., Ragan-Kelley, B., Marasco, P. L., and Odaka, T.: Pangeo@EOSC: deployment of PANGEO ecosystem on the European Open Science Cloud, EGU General Assembly 2023, Vienna, Austria, 24–28 Apr 2023, EGU23-9095, [https://doi.org/10.5194/egusphere-egu23-9095](https://doi.org/10.5194/egusphere-egu23-9095), 2023;
- Iaquinta, J. and Fouilloux, A.: Using FAIR and Open Science practices to better understand vegetation browning in Troms and Finnmark (Norway), EGU General Assembly 2023, Vienna, Austria, 24–28 Apr 2023, EGU23-2579, [https://doi.org/10.5194/egusphere-egu23-2579](https://doi.org/10.5194/egusphere-egu23-2579), 2023;
- Coca-Castro, A., Fouilloux, A., Hosking, J. S., and community, E. D. S. B.: FAIR Notebooks: opportunities and challenges for the geoscience community, EGU General Assembly 2023, Vienna, Austria, 24–28 Apr 2023, EGU23-13768, [https://doi.org/10.5194/egusphere-egu23-13768](https://doi.org/10.5194/egusphere-egu23-13768,), 2023;
- Magin, J. and Odaka, T.: Spatio-Temporal Asset Catalog (STAC) for in-situ data, EGU General Assembly 2023, Vienna, Austria, 24–28 Apr 2023, EGU23-8096, [https://doi.org/10.5194/egusphere-egu23-8096](https://doi.org/10.5194/egusphere-egu23-8096), 2023
- Carval, T., Bodere, E., Meillon, J., Woillez, M., Le Roux, J. F., Magin, J., and Odaka, T.: Enabling simple access to a data lake both from HPC and Cloud using Kerchunk and Intake, EGU General Assembly 2023, Vienna, Austria, 24–28 Apr 2023, EGU23-17494, [https://doi.org/10.5194/egusphere-egu23-17494](https://doi.org/10.5194/egusphere-egu23-17494), 2023
- McDonald, A., Coca-Castro, A., Fouilloux, A., Ricardo, B. L., Hyde, A., & Rao, Y. (Douglas) . (2023, December 15). Implementing Reproducible Environmental Data Science with Open Science: Lessons from the 1st Climate Informatics Reproducibility Challenge. The American Geophysical Union (AGU) Fall Meeting 2023 (AGU23), San Francisco, USA. Zenodo. https://doi.org/10.5281/zenodo.10376130
- Fouilloux, A., & Kmoch, A. (2023, August 7). Pangeo - An open, inclusive, reproducible and scalable Geoscience data analytic community. Zenodo. https://doi.org/10.5281/zenodo.8220007
- Fouilloux, A., Coca-Castro, A., Cremer, F., Eynard Bontemps, G., Iaquinta, J., Luna-Valero, S., Caballer, M., Paul, F., Ragan-Kelley, B., & Odaka, T. (2023, May 16). Pangeo, a worldwide community-centric, open, collaborative, inclusive, reproducible and scalable big geoscience data analytic ecosystem. Zenodo. https://doi.org/10.5281/zenodo.7946478
- Anne Fouilloux, Tina Erica Odaka, Alejandro Coca-Castro, Sebastian Luna-Valero, Pier Lorenzo Marasco and Guillaume Eynard-Bontemps, PANGEO@EOSC: enabling Open, Reproducible, and scalable Big data geoscience for everyone, 2023. [https://publications.jrc.ec.europa.eu/repository/handle/JRC135493](https://publications.jrc.ec.europa.eu/repository/handle/JRC135493)

### 2022

- T. Odaka, A. Coca-Castro, P.L. Marasco, J.Iaquinta, A. Fouilloux,  and G. Eynard-Bontemps: [Pangeo 101: a community-centric, open, collaborative and scalable big geoscience data analytic platform](https://doi.org/10.5281/zenodo.7804619), FOSS4G workshop, Florence, [![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.7804619.svg)](https://doi.org/10.5281/zenodo.7804619) , 23 August 2022.
- A. Fouilloux, A. Coca-Castro, P.L. Marasco, P. Strobl, T. Odaka and G. Eynard-Bontemps: [Pangeo, an open, inclusive, reproducible and scalable EO data analytic platform](https://doi.org/10.5281/zenodo.7804597), Oral presentation at Living Planet Symposium 2022, [![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.7804597.svg)](https://doi.org/10.5281/zenodo.7804597) , 25 May 2022 in Bonn, Germany.
- Anne Fouilloux, Alejandro Coca-Castro, Pier Lorenzo Marasco, Peter Strobl, Tina Odaka, Guillaume Eynard-Bontemps: [Pangeo, an open source driven community for Big Data geoscience](https://doi.org/10.5281/zenodo.7804572), Poster at Living Planet Symposium 2022, [![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.7804572.svg)](https://doi.org/10.5281/zenodo.7804572), 23–27 May 2022 in Bonn, Germany.
- A. Fouilloux, A. Coca-Castro, P.L. Marasco, P. Strobl, T. Odaka and G. Eynard-Bontemps: [Pangeo, An open, inclusive, reproducible and scalable Geoscience data analytic community](https://doi.org/10.5281/zenodo.7803457), ICAS (International Computing in the Atmospheric Sciences Symposium), [![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.7803457.svg)](https://doi.org/10.5281/zenodo.7803457), 11-15 September 2022;

## How to acknowledge Pangeo-EOSC

[Pangeo-EOSC](https://github.com/pangeo-data/pangeo-eosc/) has benefited from services and resources provided by the [EGI-ACE project](https://www.egi.eu/project/egi-ace/) (funded by the European Union’s Horizon 2020 research and innovation programme under Grant Agreement no. 101017567), and the [C-SCALE project](https://c-scale.eu/) (funded by the European Union's Horizon 2020 research and innovation programme under grant agreement no. 101017529), with the dedicated support of [CESNET](https://www.cesnet.cz/en/). Computational resources were provided by the e-INFRA CZ project (ID:90254), supported by the Ministry of Education, Youth and Sports of the Czech Republic.

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