HakaiInstitute / hakai-ctd-qc

Series of tests applied to the Hakai CTD profile data based on the QARTOD tests and other Hakai Specific ones.
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False density inversion #21

Open JessyBarrette opened 1 year ago

JessyBarrette commented 1 year ago

False density inversion (Jan. 24, 2023)

Problem: Loop Removal module of SBE data processing may not entirely remove short periods of delay during CTD downcast, resulting in averaged values that produce slightly lower density than the previous bin. The result is a non-monotonic increase in depth during the downcast, despite a monotonic increase in measurement time. Since the data is sorted by time (default), there is an apparent density inversion in the density profile. This inversion disappears if the data is sorted by depth, rather than time. Example: Nov. 9, 2022, station QU39.

Action (Jan. 24, 2023): Jessy will investigate if there are non-monotonic increases in depth in

the existing research ready dataset, that may have created false density inversions (about 500 casts of the ~ 4000+ casts already in the research ready dataset). Also: Manual QC of the provisional dataset needs to be sorted by depth, rather than time, from now on.