Hello,

I am involved in an initiative to make a database of ecological models. Many of these models form clusters - for example, plant growth or food-web modelling. Within a cluster, the naming of the variables associated with each model is ad hoc - similar-but-slightly-different names are used for the same quantity by different authors - because there are no standard-naming conventions equivalent to CF Standard Names. Using standard names would greatly help in searching for models which used the same inputs, modelled the same processes or produced the same outputs, and would make it much easier to link models as modules in some integrated model.

In order to encourage the development of standard naming schemes in these clusters, I thought it would be useful to find published examples of climate research which actually drew on CF Standard Names in order to bring together, or make comparisons between, different data sets - something I presumed was the main use-case for the establishment of CF Standard Names in the first place. I have looked through the material on the CF Metadata site, including http://cf-pcmdi.llnl.gov/documents/other/cf_overview_article.pdf, and can find no explicit pointers to such published research.

I also did the following searches on Google:
    cf-metadata "standard names" filetype:pdf
    "cf standard names" filetype:pdf
hoping that this would throw up papers which reported on such research. Unfortunately, as far as I could see, none of the first 200 results for either search described research which had leveraged CF Standard Names - they were all about CF Standard Names itself. I found this very surprising. Maybe lots of published data analysis has been undertaken using CF Standard Names and it's simply that the authors did not feel the need to mention it, but that seems a bit unlikely.

Could members of this list provide a reference to maybe 3-4 relevant research papers (ideally freely available online)? Apart from helping me in my mission, I think this would also strengthen the case for CF Standard Names itself, if potential adopters and funders could see evidence of its use.

Many thanks,
Robert Muetzelfeldt

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