Powered by OpenAIRE graph
Found an issue? Give us feedback
ZENODOarrow_drop_down
ZENODO
Presentation . 2026
License: CC BY
Data sources: Datacite
ZENODO
Presentation . 2026
License: CC BY
Data sources: Datacite
versions View all 2 versions
addClaim

Introduction to CF Conventions: A conceptual introduction to CF as a semantic and structural data model for climate data scientists

Authors: Cofiño, Antonio S.;

Introduction to CF Conventions: A conceptual introduction to CF as a semantic and structural data model for climate data scientists

Abstract

This presentation provides a short conceptual introduction to the CF (Climate and Forecast) Conventions, presenting CF not simply as a set of file-level rules for netCDF, but as a semantic and structural metadata model for representing quantities over a domain. The talk is aimed at climate data scientists and technical practitioners who work with climate data products and need a clearer mental model of how CF expresses meaning, comparability, and interpretability. The presentation covers these main ideas: CF as a data model rather than a checklist of attributes or a collection of format-specific tricks; how meaning in CF emerges from the combination of descriptive and structural metadata, beyond `standard_name` alone why richer metadata matters in practice, using examples based on aggregations, thresholds, and climate indices; The material was adapted from earlier work prepared in 2017 at ECMWF on recommendations for encoding products in netCDF using CF, but has been substantially refactored and updated here with a stronger emphasis on the CF data model, semantic equivalence, and practical interpretation of metadata constructs such as coordinates, `cell_methods`, `bounds`, and threshold coordinates.

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
Powered by OpenAIRE graph
Found an issue? Give us feedback
selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Upload OA version
Are you the author of this publication? Upload your Open Access version to Zenodo!
It’s fast and easy, just two clicks!