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Temporal interpolation? #142

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stanmohlerngf opened this issue Dec 4, 2023 · 0 comments
Open

Temporal interpolation? #142

stanmohlerngf opened this issue Dec 4, 2023 · 0 comments

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@stanmohlerngf
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stanmohlerngf commented Dec 4, 2023

I believe the eofs library lets you reconstruct a scalar field available at different time steps by calling solver.reconstructedField().

Is there a way to do temporal interpolation to a time between a chosen pair of time steps at which I have data?

I see technical papers, like this and this, that seem to do so by interpolating EOF values between two adjacent time steps.

I think I can get EOFs to interpolate between, by calling solver.eofsAsCovariance(). But how can I construct a new Eof object (a "solver") that has EOFs properly interpolated to time steps in between the time steps of the data? Can I assign EOF values to an Eof object?

Thanks for any help.

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