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"type": "personal" } }, { "affiliations": [ { "name": "Climate Analytics, Berlin, Germany" } ], "person_or_org": { "family_name": "Welder", "given_name": "Lara", "name": "Welder, Lara", "type": "personal" } }, { "affiliations": [ { "name": "Institute of Technological Research (IIT), Comillas Pontifical University, Madrid, Spain" } ], "person_or_org": { "family_name": "\u00c1lvarez Quispe", "given_name": "Erik Francisco", "identifiers": [ { "identifier": "0000-0003-3862-9747", "scheme": "orcid" } ], "name": "\u00c1lvarez Quispe, Erik Francisco", "type": "personal" } }, { "affiliations": [ { "name": "School of Earth and Environment, University of Leeds, Leeds, UK" } ], "person_or_org": { "family_name": "Smith", "given_name": "Christopher J.", "identifiers": [ { "identifier": "0000-0003-0599-4633", "scheme": "orcid" } ], "name": "Smith, Christopher J.", "type": "personal" } } ], "description": "

The open-source Python package pyam provides a suite of features and methods\u00a0for the analysis, validation and visualization of reference data and scenario results\u00a0generated by integrated assessment models, macro-energy tools and other frameworks\u00a0in the domain of energy transition, climate change mitigation and sustainable development.\u00a0It bridges the gap between scenario processing and visualisation solutions\u00a0that are \"hard-wired\" to specific modelling frameworks\u00a0and generic data analysis or plotting packages.

The package aims to facilitate reproducibility and reliability\u00a0of scenario processing, validation and analysis by providing well-tested\u00a0and documented methods for working with timeseries data in the context of climate policy and energy systems.\u00a0It supports various data formats, including sub-annual resolution\u00a0using continuous time representation and \"representative timeslices\".

The pyam package can be useful for modelers generating scenario results using their own tools as well as researchers and analysts working with existing scenario ensembles such as those supporting the IPCC reports or produced in research projects. It is structured in a way that it can be applied irrespective of a user's domain expertise or level of Python knowledge, supporting experts as well as novice users.

The code base is implemented following best practices of collaborative\u00a0scientific-software development.\u00a0This manuscript describes the design principles of the package\u00a0and the types of data which can be handled.\u00a0The usefulness of pyam is illustrated by highlighting several recent applications.

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"props": { "scheme": "spdx", "url": "https://creativecommons.org/licenses/by/4.0/legalcode" }, "title": { "en": "Creative Commons Attribution 4.0 International" } } ], "subjects": [ { "subject": "integrated assessment" }, { "subject": "energy systems" }, { "subject": "macro-energy" }, { "subject": "modelling" }, { "subject": "scenario analysis" }, { "subject": "data visualisation" }, { "subject": "Python package" } ], "title": "pyam: Analysis and visualisation of integrated assessment and macro-energy scenarios", "version": "1" }, "parent": { "access": { "owned_by": { "user": "203484" }, "settings": { "accept_conditions_text": null, "allow_guest_requests": false, "allow_user_requests": false, "secret_link_expiration": 0 } }, "communities": { "default": "afe1301d-6a41-44d0-9653-b531ec385024", "entries": [ { "access": { "member_policy": "open", "members_visibility": "restricted", "record_submission_policy": "closed", "review_policy": "members", "visibility": "public" }, "children": { "allow": false }, "created": "2024-11-21T15:31:50.920323+00:00", "custom_fields": {}, "deletion_status": { "is_deleted": false, "status": "P" }, "id": "afe1301d-6a41-44d0-9653-b531ec385024", "links": {}, "metadata": { "description": "Open Research Europe is an open access publishing venue for European Commission-funded researchers across all disciplines, with no author fees. This community hosts a copy of all articles published through Open Research Europe.", "organizations": [ { "name": "European Commission" } ], "title": "Open Research Europe", "website": "https://open-research-europe.ec.europa.eu" }, "parent": { "access": { "member_policy": "open", "members_visibility": "restricted", "record_submission_policy": "open", "review_policy": "closed", "visibility": "public" }, "children": { "allow": true }, "created": "2022-11-23T15:53:29.436323+00:00", "custom_fields": {}, "deletion_status": { "is_deleted": false, "status": "P" }, "id": "f0a8b890-f97a-4eb2-9eac-8b8a712d3a6c", "links": {}, "metadata": { "curation_policy": "

Curation policy

\n

The EU Open Research Repository serves as a repository for research outputs (data, software, posters, presentations, publications, etc) which have been funded under an EU research funding programme such as Horizon Europe, Euratom or earlier Framework Programmes.

\n

The community is managed by CERN on behalf of the European Commission. 

\n

Zenodo’s general policies and Terms of Use apply to all content.

\n

Scope

\n

The EU Open Research Repository accepts all digital research objects which is a research output stemming from one of EU’s research and innovation funding programmes. The funding programmes currently include:

\n\n

In line with the principle as open as possible, as closed as necessary both public and restricted content is accepted. See note on how Zenodo handles restricted content.

\n

Content submission

\n

EU programme beneficiaries are eligible to submit content to the community. The community supports three types of content submissions:

\n\n

Project community (preferred)

\n

A representative of an EU project may request an EU Project Community and invite other project participants as members of the community. The project community is linked to one or more European Commission grants. All records in the project community are automatically integrated into the EU Open Research Repository immediately upon acceptance into the project community. 

\n

Direct submission

\n

Any user may submit a record directly to the EU Open Research Repository. The submission will be moderated by Zenodo staff for compliance with the minimal required metadata requirements and its correctness.

\n

Automated harvesting

\n

Records found among Zenodo’s existing content will on a regular basis automatically be integrated if they are found to comply with the requirements. The submissions through this method are integrated into the EU Open Research Repository with delay in a fully automated way.

\n

Descriptive information

\n

Minimal metadata requirements

\n

Records in the EU Open Research Repository are required to comply with the following minimal metadata requirements:

\n\n

These metadata requirements comes from the related open science requirements in Horizon Europe which are detailed in each project's grant agreement.

\n

Review & moderation

\n

All submissions undergo automated curation checks for compliance with the policy. Submissions through project communities are in addition reviewed by the project community. Submission directly to the EU Open Research Repository is in addiotn reviewed by Zenodo staff.

\n

Community curators may at any point edit metadata of the records in the community without notice through human or automated processing. The curators may at their sole discretion remove records from the community that are deemed not to comply with the content and curation policy or which are deemed of insufficient quality.

\n

Updates

\n

The content and curation policy is subject to change by the community owner at any time and without notice, other than through updating this page.

", "description": "Open repository for EU-funded research outputs from Horizon Europe, Euratom, and earlier Framework Programmes.", "funding": [ { "funder": { "id": "00k4n6c32" } } ], "organizations": [ { "id": "00k4n6c32" } ], "page": "

About

\n

The EU Open Research Repository is a Zenodo-community dedicated to fostering open science and enhancing the visibility and accessibility of research outputs funded by the European Union. The community is managed by CERN on behalf of the European Commission.

\n

Mission

\n

The mission of the repository is to support the implementation of the EU's open science policy, providing a trusted and comprehensive space for researchers to share their research outputs such as data, software, reports, presentations, posters and more. The EU Open Research Repository simplifies the process of complying with open science requirements, ensuring that research outputs from Horizon Europe, Euratom, and earlier Framework Programmes are freely accessible, thereby accelerating scientific discovery and innovation.

\n

EU Open Research Repository vs Open Research Europe (ORE)

\n

The EU Open Research Repository serves as a complementary platform to the Open Research Europe (ORE) publishing platform. Open Research Europe focuses on providing a publishing venue for peer-reviewed articles, ensuring that research meets rigorous academic standards. The EU Open Research Repository provides a space for all the other research outputs including data sets, software, posters, and presentations that are out of scope for ORE. This holistic approach enables researchers to not only publish their findings but also share the underlying data and materials that support their work, fostering transparency and reproducibility in the scientific process. 

\n

Funding

\n

The EU Open Research Repository is funded by the European Union under grant agreement no. 101256740  (HORIZON-ZEN Plus). For more information about the project see https://about.zenodo.org/projects/horizon-zen/.

", "title": "EU Open Research Repository", "type": { "id": "organization" }, "website": "https://research-and-innovation.ec.europa.eu" }, "revision_id": 24, "slug": "eu", "theme": { "brand": "horizon", "enabled": true, "style": { "font": { "family": "Arial, sans-serif", "size": "16px", "weight": 600 }, "mainHeaderBackgroundColor": "#FFFFFF", "primaryColor": "#004494", "primaryTextColor": "#FFFFFF", "secondaryColor": "#FFD617", "secondaryTextColor": "#000000", "tertiaryColor": "#e3eefd", "tertiaryTextColor": "#1c5694" } }, "updated": "2026-03-31T12:29:43.596724+00:00" }, "revision_id": 11, "slug": "ore", "updated": "2025-03-31T15:53:06.349485+00:00" }, { "access": { "member_policy": "open", "members_visibility": "restricted", "record_submission_policy": "open", "review_policy": "closed", "visibility": "public" }, "children": { "allow": true }, "created": "2022-11-23T15:53:29.436323+00:00", "custom_fields": {}, "deletion_status": { "is_deleted": false, "status": "P" }, "id": "f0a8b890-f97a-4eb2-9eac-8b8a712d3a6c", "links": {}, "metadata": { "curation_policy": "

Curation policy

\n

The EU Open Research Repository serves as a repository for research outputs (data, software, posters, presentations, publications, etc) which have been funded under an EU research funding programme such as Horizon Europe, Euratom or earlier Framework Programmes.

\n

The community is managed by CERN on behalf of the European Commission. 

\n

Zenodo’s general policies and Terms of Use apply to all content.

\n

Scope

\n

The EU Open Research Repository accepts all digital research objects which is a research output stemming from one of EU’s research and innovation funding programmes. The funding programmes currently include:

\n\n

In line with the principle as open as possible, as closed as necessary both public and restricted content is accepted. See note on how Zenodo handles restricted content.

\n

Content submission

\n

EU programme beneficiaries are eligible to submit content to the community. The community supports three types of content submissions:

\n\n

Project community (preferred)

\n

A representative of an EU project may request an EU Project Community and invite other project participants as members of the community. The project community is linked to one or more European Commission grants. All records in the project community are automatically integrated into the EU Open Research Repository immediately upon acceptance into the project community. 

\n

Direct submission

\n

Any user may submit a record directly to the EU Open Research Repository. The submission will be moderated by Zenodo staff for compliance with the minimal required metadata requirements and its correctness.

\n

Automated harvesting

\n

Records found among Zenodo’s existing content will on a regular basis automatically be integrated if they are found to comply with the requirements. The submissions through this method are integrated into the EU Open Research Repository with delay in a fully automated way.

\n

Descriptive information

\n

Minimal metadata requirements

\n

Records in the EU Open Research Repository are required to comply with the following minimal metadata requirements:

\n\n

These metadata requirements comes from the related open science requirements in Horizon Europe which are detailed in each project's grant agreement.

\n

Review & moderation

\n

All submissions undergo automated curation checks for compliance with the policy. Submissions through project communities are in addition reviewed by the project community. Submission directly to the EU Open Research Repository is in addiotn reviewed by Zenodo staff.

\n

Community curators may at any point edit metadata of the records in the community without notice through human or automated processing. The curators may at their sole discretion remove records from the community that are deemed not to comply with the content and curation policy or which are deemed of insufficient quality.

\n

Updates

\n

The content and curation policy is subject to change by the community owner at any time and without notice, other than through updating this page.

", "description": "Open repository for EU-funded research outputs from Horizon Europe, Euratom, and earlier Framework Programmes.", "funding": [ { "funder": { "id": "00k4n6c32" } } ], "organizations": [ { "id": "00k4n6c32" } ], "page": "

About

\n

The EU Open Research Repository is a Zenodo-community dedicated to fostering open science and enhancing the visibility and accessibility of research outputs funded by the European Union. The community is managed by CERN on behalf of the European Commission.

\n

Mission

\n

The mission of the repository is to support the implementation of the EU's open science policy, providing a trusted and comprehensive space for researchers to share their research outputs such as data, software, reports, presentations, posters and more. The EU Open Research Repository simplifies the process of complying with open science requirements, ensuring that research outputs from Horizon Europe, Euratom, and earlier Framework Programmes are freely accessible, thereby accelerating scientific discovery and innovation.

\n

EU Open Research Repository vs Open Research Europe (ORE)

\n

The EU Open Research Repository serves as a complementary platform to the Open Research Europe (ORE) publishing platform. Open Research Europe focuses on providing a publishing venue for peer-reviewed articles, ensuring that research meets rigorous academic standards. The EU Open Research Repository provides a space for all the other research outputs including data sets, software, posters, and presentations that are out of scope for ORE. This holistic approach enables researchers to not only publish their findings but also share the underlying data and materials that support their work, fostering transparency and reproducibility in the scientific process. 

\n

Funding

\n

The EU Open Research Repository is funded by the European Union under grant agreement no. 101256740  (HORIZON-ZEN Plus). For more information about the project see https://about.zenodo.org/projects/horizon-zen/.

", "title": "EU Open Research Repository", "type": { "id": "organization" }, "website": "https://research-and-innovation.ec.europa.eu" }, "revision_id": 24, "slug": "eu", "theme": { "brand": "horizon", "enabled": true, "style": { "font": { "family": "Arial, sans-serif", "size": "16px", "weight": 600 }, "mainHeaderBackgroundColor": "#FFFFFF", "primaryColor": "#004494", "primaryTextColor": "#FFFFFF", "secondaryColor": "#FFD617", "secondaryTextColor": "#000000", "tertiaryColor": "#e3eefd", "tertiaryTextColor": "#1c5694" } }, "updated": "2026-03-31T12:29:43.596724+00:00" } ], "ids": [ "afe1301d-6a41-44d0-9653-b531ec385024", "f0a8b890-f97a-4eb2-9eac-8b8a712d3a6c" ] }, "id": "5496939", "pids": {} }, "pids": { "doi": { "identifier": "10.12688/openreseurope.13633.2", "provider": "external" }, "oai": { "identifier": "oai:zenodo.org:5496940", "provider": "oai" } }, "revision_id": 7, "stats": { "all_versions": { "data_volume": 320885280.0, "downloads": 155, "unique_downloads": 152, "unique_views": 105, "views": 110 }, "this_version": { "data_volume": 320885280.0, "downloads": 155, "unique_downloads": 152, "unique_views": 105, "views": 110 } }, "status": "published", "swh": {}, "updated": "2024-07-17T19:26:30.145820+00:00", "versions": { "index": 1, "is_latest": true } }