Segmenting datasets

From Atomix
Revision as of 18:59, 29 October 2021 by CynthiaBluteau (talk | contribs)

Once the raw data has gone through QA/QC, then you must:

  • Split the time series into shorter segments by considering stationarity, and the time and length scales of turbulence
  • determine how (or if at all) missing samples should be replaced
  • Determine the contribution of the mean flow versus turbulence to the velocity field
  • Rotate the measurements into the frame of reference of the mean flow
  • Evaluating stationarity, Taylor's hypothesis, etc ...
  • Estimate surface wave velocities
  • Calculate the mean flow past the sensor