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Develop best practices for handling non-spatiotemporal dimensions #184

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chris-little opened this issue Jul 12, 2024 · 1 comment
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Priority 1 Highly desirable V1.1 Non-breaking change for Version 1.1

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@chris-little
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This issue is to discuss how to support custom extra dimensions, such as "wavelength". The custom dimensions may not even be ordered or implicilty continuous, like (x, y, z, t). A collection of ensembles of forecast data is one example of a discrete and unordered dimension. (but see Issue #172 for support of ensembles specifically)

@jonblower
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Just to bring the key info over from the previous discussion - CovJSON already supports arbitrary numbers of dimensions. The use of domainTypes can restrict this to reduce the multiplicity of options that clients have to deal with. So there isn't a problem with the schema (as far as I know).

So I think this is more a case of working out what is "best practice" in different situations. Is it best to define new domainTypes? Or model the dimensions as variables (e.g. in a multispectral image, the different wavelengths could be modelled as dimensions or variables).

I'd suggest renaming this issue "Develop best practices for handling non-spatiotemporal dimensions" or something like that.

@chris-little chris-little changed the title Fix schema to allow more than 4 dimensions Develop best practices for handling non-spatiotemporal dimensions Jul 12, 2024
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Labels
Priority 1 Highly desirable V1.1 Non-breaking change for Version 1.1
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