leap-stc / leap-stc/ClimSim

Need spectral metrics (akin to Mooers et al. 2020)

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Dominant language
Jupyter Notebook
Stars
164
Forks
54
PR merge metrics
No merged PRs in 30d

Description

Currently, metrics are calculated with respect to point estimates, which do not capture performance on matching spatiotemporal heterogeneity. Mooers et al. 2020 makes use of spectral metrics for a similar problem, and including them in this repo is a future task.

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First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

The issue names no files, tests, or entry points. Start by reviewing how the repository currently calculates metrics and the spectral metrics described by Mooers et al. 2020; done means adding spectral metrics that evaluate performance on matching spatiotemporal heterogeneity.

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Assessment

Tech stack
jupyter-notebook
Domain
data
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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