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Pre-process UFS Replay ocean dataset#1112

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Arcomano1234 wants to merge 22 commits into
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script/process-ufs-replay-ocean
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Pre-process UFS Replay ocean dataset#1112
Arcomano1234 wants to merge 22 commits into
mainfrom
script/process-ufs-replay-ocean

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@Arcomano1234
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@Arcomano1234 Arcomano1234 commented May 1, 2026

Process UFS dataset in as close as possible to CM4 ocean pre-processing with a few exceptions. Mainly being the daily time averaging vs the current 5-day mean for CM4's ocean datasets. Other dataset specific things needed include nearest-neighbor filling for a few variables that have a few random NaNs (mostly wind stress).

Sanity checks are:

  1. Over distribution of variables means and standard deviations: notebook
  2. 2d and 3d masks: notebook
  3. Matching of CM4s pre-processed ocean levels to UFS: notebook

@Arcomano1234 Arcomano1234 changed the title claude first attempt at pprocess UFS replay 0.25 deg native ocean dat… Pre-process UFS Replay ocean dataset May 1, 2026
- 74

# No temporal coarsening: keep native 6-hourly resolution
time_coarsen_factor: 1
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This will be a good question to ask James / Oli about temporal resolution we want

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