<i>pathways-ensemble-analysis</i> v1.1.0: an open-source library for systematic and robust analysis of pathway ensembles
<p>Ensembles of mitigation pathways, produced by multiple different models, are becoming increasingly influential as the world seeks to define climate goals and implement policy to meet them. In this context, a range of open-source codes has been developed to standardise and facilitate the sys...
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| Format: | Article |
| Language: | English |
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Copernicus Publications
2025-01-01
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| Series: | Geoscientific Model Development |
| Online Access: | https://gmd.copernicus.org/articles/18/239/2025/gmd-18-239-2025.pdf |
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| author | L. Welder N. Grant M. J. Gidden M. J. Gidden |
| author_facet | L. Welder N. Grant M. J. Gidden M. J. Gidden |
| author_sort | L. Welder |
| collection | DOAJ |
| description | <p>Ensembles of mitigation pathways, produced by multiple different models, are becoming increasingly influential as the world seeks to define climate goals and implement policy to meet them. In this context, a range of open-source codes has been developed to standardise and facilitate the systematic and robust analysis of mitigation pathways. We introduce a new open-source package, <i>pathways-ensemble-analysis</i>, which provides an object-oriented framework for the key steps in analysis, describing its structure and providing an illustrative example of its use. By following the suggested application steps of the tool, a user can conveniently perform a systematic and robust analysis of pathway ensembles. This tool is therefore a further step which can help the community in conducting best practices in pathway ensemble analysis.</p> |
| format | Article |
| id | doaj-art-ff1493070fb34eca8aceb56d1f95f1c6 |
| institution | Kabale University |
| issn | 1991-959X 1991-9603 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | Copernicus Publications |
| record_format | Article |
| series | Geoscientific Model Development |
| spelling | doaj-art-ff1493070fb34eca8aceb56d1f95f1c62025-01-20T11:09:14ZengCopernicus PublicationsGeoscientific Model Development1991-959X1991-96032025-01-011823925210.5194/gmd-18-239-2025<i>pathways-ensemble-analysis</i> v1.1.0: an open-source library for systematic and robust analysis of pathway ensemblesL. Welder0N. Grant1M. J. Gidden2M. J. Gidden3Climate Analytics, Berlin, GermanyClimate Analytics, Berlin, GermanyClimate Analytics, Berlin, GermanyEnergy Climate and Environment Program, International Institute for Applied System Analysis, Laxenburg, Austria<p>Ensembles of mitigation pathways, produced by multiple different models, are becoming increasingly influential as the world seeks to define climate goals and implement policy to meet them. In this context, a range of open-source codes has been developed to standardise and facilitate the systematic and robust analysis of mitigation pathways. We introduce a new open-source package, <i>pathways-ensemble-analysis</i>, which provides an object-oriented framework for the key steps in analysis, describing its structure and providing an illustrative example of its use. By following the suggested application steps of the tool, a user can conveniently perform a systematic and robust analysis of pathway ensembles. This tool is therefore a further step which can help the community in conducting best practices in pathway ensemble analysis.</p>https://gmd.copernicus.org/articles/18/239/2025/gmd-18-239-2025.pdf |
| spellingShingle | L. Welder N. Grant M. J. Gidden M. J. Gidden <i>pathways-ensemble-analysis</i> v1.1.0: an open-source library for systematic and robust analysis of pathway ensembles Geoscientific Model Development |
| title | <i>pathways-ensemble-analysis</i> v1.1.0: an open-source library for systematic and robust analysis of pathway ensembles |
| title_full | <i>pathways-ensemble-analysis</i> v1.1.0: an open-source library for systematic and robust analysis of pathway ensembles |
| title_fullStr | <i>pathways-ensemble-analysis</i> v1.1.0: an open-source library for systematic and robust analysis of pathway ensembles |
| title_full_unstemmed | <i>pathways-ensemble-analysis</i> v1.1.0: an open-source library for systematic and robust analysis of pathway ensembles |
| title_short | <i>pathways-ensemble-analysis</i> v1.1.0: an open-source library for systematic and robust analysis of pathway ensembles |
| title_sort | i pathways ensemble analysis i v1 1 0 an open source library for systematic and robust analysis of pathway ensembles |
| url | https://gmd.copernicus.org/articles/18/239/2025/gmd-18-239-2025.pdf |
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