Cargando…
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...
Autores principales: | , , , , , , , , |
---|---|
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 |
_version_ | 1784676611489005568 |
---|---|
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. |
format | Online Article Text |
id | pubmed-8956656 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT schwanitzvaleriajana currentstateandcallforactiontoaccomplishfindabilityaccessibilityinteroperabilityandreusabilityoflowcarbonenergydata AT wierlingaugust currentstateandcallforactiontoaccomplishfindabilityaccessibilityinteroperabilityandreusabilityoflowcarbonenergydata AT biresselioglumehmetefe currentstateandcallforactiontoaccomplishfindabilityaccessibilityinteroperabilityandreusabilityoflowcarbonenergydata AT celinomassimo currentstateandcallforactiontoaccomplishfindabilityaccessibilityinteroperabilityandreusabilityoflowcarbonenergydata AT demirmuhittinhakan currentstateandcallforactiontoaccomplishfindabilityaccessibilityinteroperabilityandreusabilityoflowcarbonenergydata AT bałazinskamaria currentstateandcallforactiontoaccomplishfindabilityaccessibilityinteroperabilityandreusabilityoflowcarbonenergydata AT kruczekmariusz currentstateandcallforactiontoaccomplishfindabilityaccessibilityinteroperabilityandreusabilityoflowcarbonenergydata AT paiermanfred currentstateandcallforactiontoaccomplishfindabilityaccessibilityinteroperabilityandreusabilityoflowcarbonenergydata AT sunademet currentstateandcallforactiontoaccomplishfindabilityaccessibilityinteroperabilityandreusabilityoflowcarbonenergydata |