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Current state and call for action to accomplish findability, accessibility, interoperability, and reusability of low carbon energy data

With the continued digitization of the energy sector, the problem of sunken scholarly data investments and forgone opportunities of harvesting existing data is exacerbating. It compounds the problem that the reproduction of knowledge is incomplete, impeding the transparency of science-based targets...

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Autores principales: Schwanitz, Valeria Jana, Wierling, August, Biresselioglu, Mehmet Efe, Celino, Massimo, Demir, Muhittin Hakan, Bałazińska, Maria, Kruczek, Mariusz, Paier, Manfred, Suna, Demet
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8956656/
https://www.ncbi.nlm.nih.gov/pubmed/35338179
http://dx.doi.org/10.1038/s41598-022-08774-0
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author Schwanitz, Valeria Jana
Wierling, August
Biresselioglu, Mehmet Efe
Celino, Massimo
Demir, Muhittin Hakan
Bałazińska, Maria
Kruczek, Mariusz
Paier, Manfred
Suna, Demet
author_facet Schwanitz, Valeria Jana
Wierling, August
Biresselioglu, Mehmet Efe
Celino, Massimo
Demir, Muhittin Hakan
Bałazińska, Maria
Kruczek, Mariusz
Paier, Manfred
Suna, Demet
author_sort Schwanitz, Valeria Jana
collection PubMed
description With the continued digitization of the energy sector, the problem of sunken scholarly data investments and forgone opportunities of harvesting existing data is exacerbating. It compounds the problem that the reproduction of knowledge is incomplete, impeding the transparency of science-based targets for the choices made in the energy transition. The FAIR data guiding principles are widely acknowledged as a way forward, but their operationalization is yet to be agreed upon within different research domains. We comprehensively test FAIR data practices in the low carbon energy research domain. 80 databases representative for data needed to support the low carbon energy transition are screened. Automated and manual tests are used to document the state-of-the art and provide insights on bottlenecks from the human and machine perspectives. We propose action items for overcoming the problem with FAIR energy data and suggest how to prioritize activities.
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spelling pubmed-89566562022-03-28 Current state and call for action to accomplish findability, accessibility, interoperability, and reusability of low carbon energy data Schwanitz, Valeria Jana Wierling, August Biresselioglu, Mehmet Efe Celino, Massimo Demir, Muhittin Hakan Bałazińska, Maria Kruczek, Mariusz Paier, Manfred Suna, Demet Sci Rep Article With the continued digitization of the energy sector, the problem of sunken scholarly data investments and forgone opportunities of harvesting existing data is exacerbating. It compounds the problem that the reproduction of knowledge is incomplete, impeding the transparency of science-based targets for the choices made in the energy transition. The FAIR data guiding principles are widely acknowledged as a way forward, but their operationalization is yet to be agreed upon within different research domains. We comprehensively test FAIR data practices in the low carbon energy research domain. 80 databases representative for data needed to support the low carbon energy transition are screened. Automated and manual tests are used to document the state-of-the art and provide insights on bottlenecks from the human and machine perspectives. We propose action items for overcoming the problem with FAIR energy data and suggest how to prioritize activities. Nature Publishing Group UK 2022-03-25 /pmc/articles/PMC8956656/ /pubmed/35338179 http://dx.doi.org/10.1038/s41598-022-08774-0 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Schwanitz, Valeria Jana
Wierling, August
Biresselioglu, Mehmet Efe
Celino, Massimo
Demir, Muhittin Hakan
Bałazińska, Maria
Kruczek, Mariusz
Paier, Manfred
Suna, Demet
Current state and call for action to accomplish findability, accessibility, interoperability, and reusability of low carbon energy data
title Current state and call for action to accomplish findability, accessibility, interoperability, and reusability of low carbon energy data
title_full Current state and call for action to accomplish findability, accessibility, interoperability, and reusability of low carbon energy data
title_fullStr Current state and call for action to accomplish findability, accessibility, interoperability, and reusability of low carbon energy data
title_full_unstemmed Current state and call for action to accomplish findability, accessibility, interoperability, and reusability of low carbon energy data
title_short Current state and call for action to accomplish findability, accessibility, interoperability, and reusability of low carbon energy data
title_sort current state and call for action to accomplish findability, accessibility, interoperability, and reusability of low carbon energy data
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8956656/
https://www.ncbi.nlm.nih.gov/pubmed/35338179
http://dx.doi.org/10.1038/s41598-022-08774-0
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