Mapping model simulations to proxy space.

[CommonClimate]

1. Goal: Illustrate the use of the PRYSM API to transform model output to proxy space.
2. Description: Long ago, @fzhu2e coded up PRYSM as a convenient and efficient API, originally so it could be used within cfr. We could use it to translate iCESM d18O to proxy space, and look at how taphonomy (especially age uncertainties) affect spectral estimation.
3. References/data sources: I am hoping @fzhu2e has notebooks about this that can be easily recycled into PaleoBooks, as standalone work.
4. Keywords (science): Proxy System Modeling, uncertainty quantification
5. Keywords (tech): cfr, API

[fzhu2e]

Yes, I do have several related notebooks:

• ice core d18O: https://fzhu2e.github.io/cfr/notebooks/psm-ice-d18O.html
• coral d18O: https://fzhu2e.github.io/cfr/notebooks/psm-coral-d18O.html

But I see that's the only two PRYSM PSMs currently supported in cfr.

[CommonClimate]

Great! What about the others PSM examples from the cfr doc? Do they not work at the moment?

[fzhu2e]

Great! What about the others PSM examples from the cfr doc? Do they not work at the moment?

They should work, but they are not from PRYSM.