دورية أكاديمية
Publication of Atmospheric Model Data using the ATMODAT Standard
| العنوان: | Publication of Atmospheric Model Data using the ATMODAT Standard |
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| المؤلفون: | Ganske, Anette, Heil, Angelika, Lammert, Andrea, Kretzschmar, Jan, Quaas, Johannes |
| بيانات النشر: | E. Schweizerbart Science Publishers |
| سنة النشر: | 2022 |
| مصطلحات موضوعية: | ddc:550, AeroCOM1, AtMoDat, ATMODAT Standard, Data Publication, EASYDAB, ECHAM6-HAM2, FAIR, Quality Guideline, Standardised Data |
| الوصف: | Scientific data should be published in a way so that other scientists can benefit from these data, enabling further research. The FAIR Data Principles are defining the basic prerequisite for a good data publication: data should be Findable, Accessible, Interoperable, and Reusable. Increasingly, research communities are developing discipline-specific data publication standards under consideration of the FAIR Data Principles. A very comprehensive yet strict data standard has been developed for the climate model output within the Climate Model Intercomparison Project (CMIP), which largely builds upon the Climate and Forecast Metadata Conventions (CF conventions). There are, however, many areas of atmospheric modelling where data cannot be standardised according to the CMIP data standard because, e.g., the data contain specific variables which are not covered by the CMIP standard. Furthermore, fulfilling the strict CMIP data standard for smaller Model Intercomparison Projects (MIPs) requires much effort (in time and manpower) and hence the outcome of these MIPs often remains non-standardised. For innovative model diagnostics, preexisting standards are also not flexible enough. For that reason, the ATMODAT standard, a quality guideline for atmospheric model data, was created. The ATMODAT standard defines a set of requirements that aim at ensuring the high reusability of atmospheric model data publications. The requirements include the use of the netCDF file format, the application of the CF conventions, rich and standardised file metadata, and the publication of the data with a DataCite DOI. Additionally, a tool for checking the conformity of data and metadata to this standard, the atmodat data checker, was developed and is available on GitHub under an open licence. By using the more flexible ATMODAT standard, the publication of standardised datasets is simplified for smaller MIPs. This standardisation process is presented as an example using the data of an aerosol-climate model from the AeroCOM MIP. Furthermore, the ... |
| نوع الوثيقة: | article in journal/newspaper |
| وصف الملف: | application/pdf |
| اللغة: | English |
| تدمد: | 0941-2948 |
| العلاقة: | ESSN:1610-1227; https://oa.tib.eu/renate/handle/123456789/11266Test; http://dx.doi.org/10.34657/10302Test |
| DOI: | 10.34657/10302 |
| الإتاحة: | https://doi.org/10.34657/1030210.1127/metz/2022/1118Test https://oa.tib.eu/renate/handle/123456789/11266Test |
| حقوق: | CC BY-NC 4.0 Unported ; https://creativecommons.org/licenses/by-nc/4.0Test/ ; frei zugänglich |
| رقم الانضمام: | edsbas.88D29FD5 |
| قاعدة البيانات: | BASE |
| تدمد: | 09412948 |
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| DOI: | 10.34657/10302 |