Please use this identifier to cite or link to this item: https://oar.tib.eu/jspui/handle/123456789/6085
Files in This Item:
File Description SizeFormat 
essoar.10504946.1.pdf5.74 MBAdobe PDFView/Open
Title: The ATMODAT Standard enhances FAIRness of Atmospheric Model data
Authors: Heydebreck, DanielKaiser, AmandineGanske, AnetteKraft, AngelinaSchluenzen, HeinkeVoss, Vivien
Publishers Version: https://doi.org/10.1002/essoar.10504946.1
Issue Date: 2020
Published in: Earth and Space Science Open Archive (2020)
Publisher: Washington, DC : ESSOAr
Abstract: Within the AtMoDat project (Atmospheric Model Data, www.atmodat.de), a standard has been developed which is meant for improving the FAIRness of atmospheric model data published in repositories. Atmospheric model data form the basis to understand and predict natural events, including atmospheric circulation, local air quality patterns, and the planetary energy budget. Such data should be made available for evaluation and reuse by scientists, the public sector, and relevant stakeholders. Atmospheric modeling is ahead of other fields in many regards towards FAIR (Findable, Accessible, Interoperable, Reusable, see e.g. Wilkinson et al. (2016, doi:10.1101/418376)) data: many models write their output directly into netCDF or file formats that can be converted into netCDF. NetCDF is a non-proprietary, binary, and self-describing format, ensuring interoperability and facilitating reusability. Nevertheless, consistent human- and machine-readable standards for discipline-specific metadata are also necessary. While standardisation of file structure and metadata (e.g. the Climate and Forecast Conventions) is well established for some subdomains of the earth system modeling community (e.g. the Coupled Model Intercomparison Project, Juckes et al. (2020, https:doi.org/10.5194/gmd-13-201-2020)), other subdomains are still lacking such standardisation. For example, standardisation is not well advanced for obstacle-resolving atmospheric models (e.g. for urban-scale modeling). The ATMODAT standard, which will be presented here, includes concrete recommendations related to the maturity, publication, and enhanced FAIRness of atmospheric model data. The suggestions include requirements for rich metadata with controlled vocabularies, structured landing pages, file formats (netCDF), and the structure within files. Human- and machine-readable landing pages are a core element of this standard and should hold and present discipline-specific metadata on simulation and variable level.
Keywords: Atmospheric Sciences; Meteorology
DDC: 020
520
License: CC BY 4.0 Unported
Link to License: https://creativecommons.org/licenses/by/4.0/
Appears in Collections:Informationswissenschaften



This item is licensed under a Creative Commons License Creative Commons