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and Communication","monthly_downloads":0,"total_dependent_repos":0,"total_dependent_packages":0,"readme":"# nf-co2footprint plugin\nA Nextflow plugin to estimate the CO₂ footprint of pipeline runs.\n\n[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.16363577.svg)](https://doi.org/10.5281/zenodo.16363577)\n[![Get help on Slack](https://img.shields.io/badge/slack-nextflow%20%23nf--co2footprint-4A154B?labelColor=000000\u0026logo=slack)](https://nextflow.slack.com/channels/nf-co2footprint)\n\n\n## 📚 Docs 👉🏻 \u003chttps://nextflow-io.github.io/nf-co2footprint\u003e\n\n## Introduction\n\nThe nf-co2footprint plugin estimates the energy consumption for each pipeline task based on the Nextflow resource usage metrics and information about the power consumption of the underlying compute system.\nThe carbon intensity of the energy production is then used to estimate the respective CO₂ emission.\n\nThe calculation is based on the carbon footprint computation method developed in the [Green Algorithms Project](https://www.green-algorithms.org).\n\n\u003e **Green Algorithms: Quantifying the Carbon Footprint of Computation**  \n\u003e Lannelongue, L., Grealey, J., Inouye, M.,  \n\u003e Adv. Sci. 2021, 2100707. [https://doi.org/10.1002/advs.202100707](https://doi.org/10.1002/advs.202100707)\n\nThe nf-co2footprint plugin generates a detailed TXT carbon footprint report containing the energy consumption, the estimated CO₂ emission and other relevant metrics for each task.\nAdditionally, an HTML report is generated with information about the carbon footprint of the whole pipeline run and containing plots showing, for instance, an overview of the CO₂ emissions for the different processes.\n\n## Quick Start\n\nDeclare the plugin in your Nextflow pipeline configuration file:\n\n```groovy title=\"nextflow.config\"\nplugins {\n  id 'nf-co2footprint@1.2.1'\n}\n```\n\nThis is all that is needed. Run your pipeline with the usual command:\n```bash\nnextflow run \u003cpipeline_name\u003e.nf \n```\n\nMore details are available in the Nextflow [plugin documentation](https://www.nextflow.io/docs/latest/plugins.html#plugins) and the [configuration guide](https://www.nextflow.io/docs/latest/config.html). \n\n## Extension\nThe plugin also provides a CLI command for post-run carbon footprint calculations from Nextflow's execution trace files, as well as a function that can be included in Nextflow pipelines. For more information, see the [extension manual](usage/extension.md).\n\n## Output\nThe plugin generates three files, a [detailed report](assets/co2footprint_report_sample.html), a [text summary](assets/co2footprint_summary_sample.txt), and a [trace file](assets/co2footprint_trace_sample.txt).  \nFor more details, see the [output documentation](usage/output.md).\n\n## Contributing\nBefore contributing, please read the [contribution guidelines](contributing/guidelines.md) carefully. You may also find the recommended [testing setup](contributing/setup.md) helpful.\n\nAfter your changes are accepted. maintainers may then [publish](contributing/publishing.md) a new version along with your contribution.\n\n## Troubleshooting\nIf you encounter any problem, please have a look at our [FAQ](usage/FAQ.md) and the [issue section](https://github.com/nextflow-io/nf-co2footprint/issues) on our Github.\nIf you can't find a satisfying solution please open a new issue. Chances are you are not the only one experiencing it.\n\n## Credits\n\nThe `nf-co2footprint` plugin has been mainly developed by:\n\n- [Josua Carl](https://github.com/josuacarl)\n- [Nadja Volkmann](https://github.com/nadnein)\n- [Júlia Mir-Pedrol](https://github.com/mirpedrol)\n- [Sabrina Krakau](https://github.com/skrakau)\n\nat [QBiC](https://www.qbic.uni-tuebingen.de/). Special thanks to [Loïc Lannelongue](https://github.com/Llannelongue) from the [University of Cambridge, UK](https://www.lannelongue-group.org/) for collaboration and contributing to this project.\n\nWe additionally thank the following people for their extensive assistance in the development of this plugin:\n\n- [Phil Ewels](https://github.com/ewels)\n- [Paolo Di Tommaso](https://github.com/pditommaso)\n- [Matthias Hörtenhuber](https://github.com/mashehu)\n- [Till Englert](https://github.com/tillenglert)\n- [Bastian Eisenmann](https://github.com/Bastian-Eisenmann)\n- [Hemant Kumar Joon](https://github.com/hemantjoon)\n\n### How to cite:\n```text\nJ. Carl, N. Volkmann, J. Mir-Pedrol, P. Ewels, S. Nahnsen, S. Krakau nextflow-io/nf-co2footprint v1.2.1. (Mar., 2026). nextflow-io. Available: https://github.com/nextflow-io/nf-co2footprint\n```\n```Bibtex\n@software{nf_co2footprint_plugin,\n    author =    {Josua Carl and\n                 Nadja Volkmann and\n                 Júlia Mir-Pedrol and\n                 Phil Ewels and\n                 Sven Nahnsen and\n                 Sabrina Krakau}\n    title   =   {nextflow-io/nf-co2footprint - A Nextflow plugin to estimate the CO2e footprint of pipeline runs}\n    month   =   {March}\n    year    =   {2026}\n    publisher = {Nextflow-io}\n    version =   {v1.2.1}\n    url     =   {https://doi.org/10.5281/zenodo.14622304}\n    doi     =   {10.5281/zenodo.14622304}\n}\n```\n\n--- \n\n## Data Attribution\n\n### Carbon intensity\n\nThis project uses carbon intensity (CI) data from [Electricity Maps](https://www.electricitymaps.com/) under the [Open Database License (ODbL)](https://opendatacommons.org/licenses/odbl/1-0/).  \nDepending on the configuration, either historical yearly data from 2024 is used or real-time CI values are accessed via the Electricity Maps API.\n\n\u003e **Electricity Maps: Carbon Intensity Data**  \n\u003e Electricity Maps (2025). 2024 Yearly Carbon Intensity Data (Version January 27, 2025).  \n\u003e Electricity Maps. [https://www.electricitymaps.com](https://www.electricitymaps.com)\n\nYou are free to use, share, and adapt the data under the terms of the ODbL. For more details and attribution requirements, see the [NOTICE](https://github.com/nextflow-io/nf-co2footprint/blob/master/NOTICE) file.\n\n### CPU TDP data\n\nTo estimate the CPU power draw this project uses CPU TDP data from [WikiChip](https://en.wikichip.org/wiki/WikiChip) under the [CC BY-NC-SA 4.0](https://creativecommons.org/licenses/by-nc-sa/4.0/) license.\n\n\u003e **WikiChip: CPU Data**  \n\u003e WikiChip LLC (2025). CPU Data including Thermal Design Power (TDP) (Version June 20, 2025).  \n\u003e WikiChip. [https://en.wikichip.org/wiki/WikiChip](https://en.wikichip.org/wiki/WikiChip)\n\nYou are free to use, share, and adapt the data under the terms of the CC BY-NC-SA 4.0. For more details and attribution requirements, see the [NOTICE](https://github.com/nextflow-io/nf-co2footprint/blob/master/NOTICE) file.\n","funding_links":[],"readme_doi_urls":["https://doi.org/10.5281/zenodo.16363577","https://doi.org/10.1002/advs.202100707","https://doi.org/10.5281/zenodo.14622304"],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":["nf-core","conda"],"project_url":"https://ost.ecosyste.ms/api/v1/projects/346333","html_url":"https://ost.ecosyste.ms/projects/346333"}