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Sections below: Float counts | Meta Files | Tech files | Plots & listings | Surface Pressure | TNPD Comments on this audit, based on GDAC at 22 Feb 2011Allowed surface pressure parameter namesA table of agreed surface pressure offset parameter names has now been circulated. Some names still in use are not on this table and so are considered invalid. These are highlighted in red in the "Parameter Names versus DAC" table below. The group of about 400 SOLO floats using parameter names like "PRES_DescentStart_dBAR" are excluded from this audit because that is now an invalid name. Progress of noteA significant number of extra TNPD profiles have been identified and flagged at JMA. Also more agreement with the surface pressure correction of about 150 AOML Apex floats. Compliance summary for this audit Comments on previous audit, based on GDAC at 15 Jan 2011SOLO floatsWe now test against the following pressure correction scheme for SOLO floats:
An olive coloured patch on float plots indicates where the alternate pressure correction agrees best with the DAC correction. "PRES_DescentStart" parameter nameA group of SOLO floats had been recorded as missing surface pressure offset parameters but actually used names like "PRES_DescentStart_dBAR". These 415 floats are now recognised, and treated as auto-correcting. "Good" P, "bad" T and SSome SOLO profiles were previously treated as in-use data but were in fact ignored by the DAC because the T and S were flagged as bad. P had not been flagged as bad because it is a derived rather than measured quantity. These profiles are now detected and ignored. Agreed treatment of particular floatsA list is now kept recording floats for which a DAC has explained the reason for discrepancies in pressure corrections (typically that PI has made decisions which cannot be made by automated software.) For such floats any descrepancies between DAC and our corrections are excluded from collation of statistics, and the float plot and listings are identified with a pale green background colour. Argo file format and Surface Pressure correction compliance AuditArgo Technical and Meta file compliance AuditThis page is automatically created by code which scans all files in the Argo USGODAE GDAC. Previous versions can be accessed via the CSIRO DMQC page This analysis was based on GDAC as at 22-Feb-2011 Float counts in DACs
Meta files
tech files
Plots and listings analysing the Surface Pressure Offset
correction for
all floats for each DAC are accessed through the
Plots Index Tables. Separate tables link to all floats, or only floats
with apparent SP correction anomalies, or only floats with apparent TNPD.
Note: The following analyses were based on assumptions about
behaviour of different types of floats, where "type" was here primarily
defined by the Surface Pressure Offset parameter name. Some of these
assumptions will be wrong, and some types are not analysed at all because I
am unsure of their behaviour. It is probably necessary to also take basic float
model (eg Apex or SOLO) into account to fully determine the pressure correction
treatment required for a float, but it would be better if this could be fully
determined by just the parameter name. My assumptions are recorded in this
table.
Surface Pressure OffsetWe have attempted to test for correct Surface Pressure (SP) correction of profile pressure. The difference between PRES and PRES_ADJUSTED is the DAC-applied pressure correction (assuming PRES is the raw P as reported by the float.) Correct application of this test depends on being able to deduce the correct float type and P adjustment from the meta and tech files. However this is not always possible due to missing or non-standard entries in these files. Our computed pressure correction is p_calc = PRES - (SP - adjustment)where adjustment is the known SP adjustment for a given float type (usually 5dbar). For Apex floats the SP reported with a profile actually relates to the previous profile, because it was recorded just as the float begins to descend. RT profile pressure can only be adjusted with the SP reported with the same profile, but in DM profiles the correct SP is used (ie for profile N, p_calc(N) = PRES(N) - (SP(N+1) - adjustment)So, in the provided plots , for floats which do not auto-correct, the "Calculated Correction" (CC) is For DM profiles: CC = SP(N+1) - adjustment
For RT profiles: CC = SP(N) - adjustment
For this reason, CC will differ from Raw Surface Pressure by the "offset", and
will be displaced by one profile for DM profiles. The "DAC adjustment" should
however agree with the CC.
Interpretting the plots: For complete agreement in pressure correction, the "DAC Adjustment" (blue squares), should agree with the CC (red stars). Missing "DAC Adjustment" symbols can occur where there is no PRES_ADJUSTED profile (eg if QC=4). Missing CC symbols can occur where the DAC has provided an SP estimate (possibly by interpolation) but the automated process has not [due to different processing or because the tech files are not quite up-to-date.] Disagreement is likewise visible where "MPP minus CC" (cyan diamond) does not overlay "Min Corrected Pressure" (magenta square). The latter quantity is just the near-surface PRES_ADJUSTED value. A light gray background is used where disagreement is between 0.1 and 1.0 dbar. This occurs frequently due to DAC smoothing of the SP series, or for other reasons. A dark gray background indicates disagreement greater than 1.0 dbar. Some of these cases are due to deficiencies in our automatic procedures, but some others appear to be related to processing faults at the DACs. An olive green background behind the CC value indicates an alternative correction method (such as allowed for SOLO floats) gives better agreement with the DAC value than the primary method. The CC value shown is then as derived by the alternative method. For example, SOLO floats are auto-correcting, so the primary method is "no correction". However, a secondary method - the normal SP(n+1) correction - may be applied in DM if there is evidence of strong drift. A very pale green background indicates that the DAC has explained how their adjustment is correct, or pointed out that the CSIRO audit software has made a mistake. Any disagreement in these profile is ignored when collating statistics. See the table which summarizes the results of this pressure correction audit for all DACs. Lists: for each DAC a text file (accessable through the Plots Index Tables) lists the result of checking the surface pressure correction for every float. The floats are grouped by PI. The lists give the number of DM profiles, total number of profiles, assumed surface pressure offset, and counts of profiles which agree exactly or disagree with my automated correction. Please note that in many cases the disagreement is because your DAC correction is a better choice than my automated one. Format example: 5900033 DM 264/295 SPoffs=5 Diffs(dbar) =0[271] <1 [0] >1 [ 1 *] Of 295 profiles for this float, 264 have been DM processed. 271 profiles exactly
agree with my automated correction, 0 disagree by a small amount, but 1
disagrees by more than 1 dbar.
TNPDTruncated Negative Drifting Pressure (TNPD) is a term used to describe Apex floats which truncate negative surface pressure values (all firmware prior to APF9) and the pressure sensor develops a strong negative drift. The usual cause of strong negative drift in these sensors is the "microleak" fault associated with Druck sensors. The pressure in profiles affected by TNPD cannot be corrected for surface pressure offset. The first step in detecting TNPD is to determine if a float is of the type where such an fault might occur. We have attempted to do this using the tech and meta files alone, but this is not always possible. The next step is to find where the reported SP (corrected for 5dbar adjustment if necessary) has "flat spots" on zero, indicating that negative values are being truncated. Previously a float with 80% SP=0 was declared to be TNPD. We now say that any susceptible float is in a TNPD state after the last believable positive SP value. This is because the strong negative drift condition is typically monotonic, so if such a condition has commenced then typical variability will not give rise to small positive SP values. The main difficulty of this approach [assuming the basic assumptions are correct] is determining when isolated positive values are natural perturbations about a small negative value, or when they are just sensor error spikes. In the present analysis I have used (for the first time) the crude test that a positive value > 1dbar which has 2 zero values immediately either side of it, is a spike that can be ignored. [This differs to the standard despiking process used to prepare the SP series for pressure correction because here we just want a simple way of assessing where an SP series is devoid of true +ve values.] Obviously this is very imperfect - there is no substitute for skilled DM analysis, and in very many cases the DAC will be right and our algorithm will be wrong. Another deficiency of our algorithm is that is [apparently] extremely unlikely that microleaking will start after years of correct operation. For example, if SP is 0 for the last 5 of 200 profiles then the algorithm says TNPD commenced at profile 196. The time of onset of TNPD is examined in this set of TNPD plots. That page also includes plots which examining whether, for different sensor types, a large negative drift can be followed by recovery to plausible positive SP values. "Start of TNPD" in the surface pressure plots provided indicates where TNPD appears to commences, according to the above algorithm, if that is at least 6 months before the last DM profile. If the condition is met with less than 6 months of subsequent DM profiles, then 'Potential TNPD' is displayed. Where some of the float series has been DM processed, extra information is provided for the DM profiles in an extra frame at the top of the figure.
See the table which summarizes the results of this TNPD treatment audit for all DACs. Lists: for each DAC two text files (accessable through the
Plots Index Tables) list the result
of checking for TNPD. The floats are grouped by PI.
The "short" list gives the cycle number ("pn") where TNPD appears to start,
and counts of profiles which appear to require the TNPD comment string and do not
have it ("missed"),
or do have the comment string ("good"), or have a comment string which is not
precisely the standard string ("imperfect"). The list also notes where we have
NOT detected TNPD but have found the TNPD comment string.
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