jejjohnson/oceanbench

Geo-Preprocessing Module

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jejjohnson commented

TLDR

This will introduce some geo-preprocessing functionality. It will slice, dice and process the data to a more application specific state.

Example Steps

  1. Change Domain (Space): spherical, Cartesian, Local Tangent Plane
  2. Slice Domain: slice(2011,2021)
  3. Discretise (Spatial): coarsen
  4. Discretize (Temporal): rolling
  5. Gridify AlongTrack Observations
  6. Alongtrack-ify Grid Observations
  7. Normalisation, e.g. remove climatology
  8. Filtering, e.g. gaussfilter(ds)
  9. Noising, e.g. noise(ds, "gauss")
  10. Calculate higher level variables, e.g. u,v,dlon,dlat,dx,dy,dt
  11. Select appropriate variables, e.g. ssh,sst,sss,u,v,x,y,time

Suggested Functionality

  • Spatial Domain Change - Spherical Cartesian, Local Tangent Plane!
  • Temporal Domain Change
  • Discretization - coarsening, alongtrack
  • #13
  • Alongtrackify
  • Normalizing
  • Filtering
  • Noising
  • Derived Variables
  • u,v,ssc
  • ssh,potential vortcity