edit_data.pl
author Andreas Thurnherr <ant@ldeo.columbia.edu>
Sat, 10 Apr 2021 06:00:45 -0400
changeset 55 2d8e1139acd5
parent 49 5006e9158207
child 56 8f120b9f795a
permissions -rw-r--r--
adapted to Nortek files
Ignore whitespace changes - Everywhere: Within whitespace: At end of lines:
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#======================================================================
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#                    E D I T _ D A T A . P L 
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#                    doc: Sat May 22 21:35:55 2010
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#                    dlm: Tue Mar 23 05:29:53 2021
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#                    (c) 2010 A.M. Thurnherr
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#                    uE-Info: 409 100 NIL 0 0 72 0 2 4 NIL ofnI
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#======================================================================
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# HISTORY:
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#	May 22, 2010: - created
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#	May 24, 2010: - added editSideLobesFromSeabed()
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#	Oct 29, 2010: - added editCorr_Earthcoords
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#	Dec 20, 2010: - BUG: DISTANCE_TO_BIN1_CENTER & BIN_LENGTH had been
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#						 interpreted as along-beam, rather than vertical
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#				  - replaced editPitchRoll by editTilt
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#	Dec 25, 2010: - adapted to changes in [LADCP_w]
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#	Aug  3, 2011: - added editTruncRange()
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#	Oct 10, 2011: - added editFalsePositives()
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#				  - BUG: when earth velocities were edited, all were
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#						 counted, not just those between first and lastBin
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e681262d0fd7 yay! first version I am really happy with. With plots 'n all.
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#	Oct 11, 2011: - moved defaults to [defaults.pl]
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#	Oct 12, 2011: - added &editSurfLayer()
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#				  - BUG: editSideLobes() was slightly loose
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#	Oct 15, 2011: - added editWOutliers()
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#	Oct 20, 2011: - added editFarBins()
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#	Oct 27, 2011: - adapted editTilt() to new call location
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#				  - added correctAttitude()
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#	Oct 15, 2012: - BUG: editSurfLayer() counted also ensembles without CTD depth
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#	Nov 12, 2013: - added comments on editCorr_Earthcoords()
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#	Mar  4, 2013: - added support for missing PITCH/ROLL (TILT) & HEADING
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#	May 20, 2014: - added editPPI()
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#	May 21, 2014: - got it to work correctly
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#				  - croak -> error
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6041a20feb39 V1.0 release candidate
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#	Sep 26, 2015: - added $vessel_draft to editSideLobes
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e550db661c17 pre-Tampa
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#	Jan 23, 2016: - added &editBadTimeLagging()
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#	May 18, 2016: - removed assumption of 1500m/s soundspeed setting
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cc6c4309828a V1.3beta1
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#   May 24, 2016: - calc_binDepths() -> binDepths()
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#	May 28, 2016: - added editResiduals_rmsMax, editResiduals_deltaMax
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#	Jun  2, 2016: - added applyTiltCorrection()
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#				  - maded editCorr_Earthcoords() less conservative
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#				  - verified that removed velocities are counted correctly
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#	Jun  3, 2016: - BUG: applyTiltCorrection() did not use gimbal_pitch
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#	Jun  6, 2016: - removed applyTiltCorrection()
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#	Oct 13, 2017: - BUG: editPPI() only allowed for nominal transducer frequencies
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#	May  1, 2018: - added editLargeHSpeeds()
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#	Nov 17, 2018: - BUG: spurious letter "z" had crept in at some stage
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#	Mar 23, 2021: - updated PPI doc
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# END OF HISTORY
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# NOTES:
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#	- all bins must be edited (not just the ones between $LADCP_firstBin
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#	  and $LADCP_lastBin to allow reflr calculations to use bins outside
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#	  this range (ONLY FOR BEAM-COORD EDITS)
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#	- however, to make the stats work, only the edited velocities
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#	  inside the bin range are counted for those edit functions that
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#	  report their stats wrt $nvw (for those which use $nvv,
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#	  all velocities must be counted)
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#======================================================================
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# correctAttitude($ens,$pitch_bias,$roll_bias,$heading_bias)
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#	- attitude bias correction
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#	- this is called before gimbal_pitch is calculated
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#======================================================================
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sub correctAttitude($$$$)
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{
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	my($ens,$pitch_bias,$roll_bias,$heading_bias) = @_;
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	$LADCP{ENSEMBLE}[$ens]->{PITCH}   -= $pitch_bias 	if defined($LADCP{ENSEMBLE}[$ens]->{PITCH});
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	$LADCP{ENSEMBLE}[$ens]->{ROLL}    -= $roll_bias		if defined($LADCP{ENSEMBLE}[$ens]->{ROLL});
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	$LADCP{ENSEMBLE}[$ens]->{HEADING} -= $heading_bias	if defined($LADCP{ENSEMBLE}[$ens]->{HEADING});
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}
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#======================================================================
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# $vv = countValidVels($ens)
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#
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# NOTES:
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#	- in case of Earth coords, this counts the velocity components
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#	  (including errvel)
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#======================================================================
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sub countValidBeamVels($)
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{
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	my($ens) = @_;
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	my($vv) = 0;
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	for (my($bin)=0; $bin<$LADCP{N_BINS}; $bin++) {
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		$vv += defined($LADCP{ENSEMBLE}[$ens]->{VELOCITY}[$bin][0]);
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		$vv += defined($LADCP{ENSEMBLE}[$ens]->{VELOCITY}[$bin][1]);
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		$vv += defined($LADCP{ENSEMBLE}[$ens]->{VELOCITY}[$bin][2]);
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		$vv += defined($LADCP{ENSEMBLE}[$ens]->{VELOCITY}[$bin][3]);
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	}
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	return $vv;
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}
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#======================================================================
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# $removed = editCorr($ens,$threshold)
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#
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# NOTES:
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#	- called before Earth vels are calculated
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#	- count removed velocities in all bins
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#======================================================================
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sub editCorr($$)
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{
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	my($ens,$lim) = @_;
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	my($nrm) = 0;
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	for (my($bin)=0; $bin<$LADCP{N_BINS}; $bin++) {
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		for (my($beam)=0; $beam<4; $beam++) {
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			next if ($LADCP{ENSEMBLE}[$ens]->{CORRELATION}[$bin][$beam] >= $lim ||
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					 !defined($LADCP{ENSEMBLE}[$ens]->{VELOCITY}[$bin][$beam]));
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			undef($LADCP{ENSEMBLE}[$ens]->{VELOCITY}[$bin][$beam]);
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			$nrm++;
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		}
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	}
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	return $nrm;
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}
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#======================================================================
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# $removed = editCorr_Earthcoords($ens,$threshold)
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#
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# NOTES:
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#	- if any of the used correlations is below the threshold,
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#	  the entire velocity is removed
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#	- for three-beam solutions two correlations must fail the
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#	  test
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#	- count velocities in all bins
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#======================================================================
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0
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sub editCorr_Earthcoords($$)
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{
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	my($ens,$lim) = @_;
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	my($nrm) = 0;
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	for (my($bin)=0; $bin<$LADCP{N_BINS}; $bin++) {
47
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		my($nBad) = 0;
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		for (my($beam)=0; $beam<4; $beam++) {
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			$nBad++ unless ($LADCP{ENSEMBLE}[$ens]->{CORRELATION}[$bin][$beam] > $lim);
0
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		}
47
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		if ($nBad-$LADCP{ENSEMBLE}[$ens]->{THREE_BEAM}[$bin] > 0) {
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			for (my($beam)=0; $beam<4; $beam++) {
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				next unless defined($LADCP{ENSEMBLE}[$ens]->{VELOCITY}[$bin][$beam]);
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				undef($LADCP{ENSEMBLE}[$ens]->{VELOCITY}[$bin][$beam]);
0
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				$nrm++;
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			}
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		}
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	}
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	return $nrm;
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}
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#======================================================================
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# $removed = editTilt($ens,$threshold)
0
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#
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# NOTES:
6
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#	- called after Earth vels have been calculated
0
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#	- sets TILT field for each ensemble as a side-effect
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#	- count all removed velocities
0
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#======================================================================
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sub editTilt($$)
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{
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	my($ens,$lim) = @_;
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	$LADCP{ENSEMBLE}[$ens]->{TILT} =
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		&angle_from_vertical($LADCP{ENSEMBLE}[$ens]->{PITCH},$LADCP{ENSEMBLE}[$ens]->{ROLL});
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15
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	return 0 unless ($LADCP{ENSEMBLE}[$ens]->{TILT} > $lim);
0
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   168
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	my($nrm) = 0;
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	for (my($bin)=0; $bin<$LADCP{N_BINS}; $bin++) {
6
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   171
		next unless defined($LADCP{ENSEMBLE}[$ens]->{W}[$bin]);
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		undef($LADCP{ENSEMBLE}[$ens]->{W}[$bin]);
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   173
		$nrm++;
0
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   174
	}
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	return $nrm;
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   176
}
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#======================================================================
5
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# $removed = editErrVel($ens,$threshold)
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#
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# NOTES:
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#	- call after Earth vels have been calculated
5
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   183
#	- count only removed vels in selected bin range
0
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   184
#======================================================================
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   185
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sub editErrVel($$)
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   187
{
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   188
	my($ens,$lim) = @_;
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   189
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   190
	my($nrm) = 0;
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   191
	for (my($bin)=0; $bin<$LADCP{N_BINS}; $bin++) {
4
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   192
		next unless defined($LADCP{ENSEMBLE}[$ens]->{W}[$bin]);
0
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   193
		next if (abs($LADCP{ENSEMBLE}[$ens]->{ERRVEL}[$bin]) <= $lim);
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diff changeset
   194
		undef($LADCP{ENSEMBLE}[$ens]->{W}[$bin]);
3
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   195
		$nrm++ if ($bin>=$LADCP_firstBin-1 && $bin<=$LADCP_lastBin-1);
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   196
	}
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   197
	return $nrm;
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   198
}
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   199
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#======================================================================
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# $removed = editWOutliers($ens,$lim)
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   202
#
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   203
# NOTES:
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   204
#	- call after Earth vels have been calculated
5
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   205
#	- count only removed vels in selected bin range
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   206
#	- lim determines how many times the mad an outlier has to be from median
4
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   207
#======================================================================
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   208
5
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   209
sub editWOutliers($$)
4
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{
5
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diff changeset
   211
	my($ens,$lim) = @_;
4
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   212
	my($medw) = median(@{$LADCP{ENSEMBLE}[$ens]->{W}});
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   213
	my($madw) = mad2($medw,@{$LADCP{ENSEMBLE}[$ens]->{W}});
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   214
	
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   215
	my($nrm) = 0;
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diff changeset
   216
	for (my($bin)=0; $bin<$LADCP{N_BINS}; $bin++) {
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   217
		next unless defined($LADCP{ENSEMBLE}[$ens]->{W}[$bin]);
5
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   218
		next if (abs($LADCP{ENSEMBLE}[$ens]->{W}[$bin]-$medw) <= $lim*$madw);
4
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   219
		undef($LADCP{ENSEMBLE}[$ens]->{W}[$bin]);
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   220
		$nrm++ if ($bin>=$LADCP_firstBin-1 && $bin<=$LADCP_lastBin-1);
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diff changeset
   221
	}
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   222
	return $nrm;
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diff changeset
   223
}
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   224
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   225
#======================================================================
5
509cc9966b68 ======================================================================
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diff changeset
   226
# $removed = editTruncRange($ens,$nbins)
3
9c021fdea1ff Before replacing command-line options by default variables.
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diff changeset
   227
#
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diff changeset
   228
# NOTES:
9c021fdea1ff Before replacing command-line options by default variables.
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diff changeset
   229
#	- call after Earth vels have been calculated
47
2ccb81b7cea5 version found on whoosher after repair
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diff changeset
   230
#	- count only removed vels in selected bin range
3
9c021fdea1ff Before replacing command-line options by default variables.
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diff changeset
   231
#======================================================================
9c021fdea1ff Before replacing command-line options by default variables.
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diff changeset
   232
9c021fdea1ff Before replacing command-line options by default variables.
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   233
sub editTruncRange($$)
9c021fdea1ff Before replacing command-line options by default variables.
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diff changeset
   234
{
9c021fdea1ff Before replacing command-line options by default variables.
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diff changeset
   235
	my($ens,$nbins) = @_;
9c021fdea1ff Before replacing command-line options by default variables.
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diff changeset
   236
9c021fdea1ff Before replacing command-line options by default variables.
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diff changeset
   237
	my($nrm) = 0;
9c021fdea1ff Before replacing command-line options by default variables.
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diff changeset
   238
	for (my($bin)=$LADCP{N_BINS}-1; $bin>=0 && $nrm<$nbins; $bin--) {
9c021fdea1ff Before replacing command-line options by default variables.
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diff changeset
   239
		next unless defined($LADCP{ENSEMBLE}[$ens]->{W}[$bin]);
9c021fdea1ff Before replacing command-line options by default variables.
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diff changeset
   240
		undef($LADCP{ENSEMBLE}[$ens]->{W}[$bin]);
9c021fdea1ff Before replacing command-line options by default variables.
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diff changeset
   241
		$nrm++ if ($bin>=$LADCP_firstBin-1 && $bin<=$LADCP_lastBin-1);
0
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diff changeset
   242
	}
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   243
	return $nrm;
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diff changeset
   244
}
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   245
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   246
#======================================================================
5
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diff changeset
   247
# $removed = editFarBins($ens,$first_bad_bin)
3
9c021fdea1ff Before replacing command-line options by default variables.
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diff changeset
   248
#
9c021fdea1ff Before replacing command-line options by default variables.
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diff changeset
   249
# NOTES:
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diff changeset
   250
#	- call after Earth vels have been calculated
5
509cc9966b68 ======================================================================
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diff changeset
   251
#	- remove data from far bins
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diff changeset
   252
#	- only bins in valid range are considered here, because
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diff changeset
   253
#	  $per_bin_nsamp is only defined for those
47
2ccb81b7cea5 version found on whoosher after repair
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parents: 46
diff changeset
   254
#	- only velocities from bins in valid range are counted
3
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#======================================================================
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5
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sub editFarBins($$)
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{
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	my($ens,$first_bad_bin) = @_;
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	my($nrm) = 0;
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	for (my($bin)=$first_bad_bin; $bin<=$LADCP_lastBin-1; $bin++) {
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		next unless defined($LADCP{ENSEMBLE}[$ens]->{W}[$bin]);
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		undef($LADCP{ENSEMBLE}[$ens]->{W}[$bin]);
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		$nrm++;
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	}
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	return $nrm;
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}
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#======================================================================
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# ($nvrm,$nerm) = editSideLobes($fromEns,$toEns,$water_depth)
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#
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# NOTES:
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#	1) When this code is executed the sound speed is known. No attempt is made to correct for
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#	   along-beam soundspeed variation, but the soundspeed at the transducer is accounted for.
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#	2) for surface sidelobes, water_depth == undef; surface sidelobes include the
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#	   vessel draft
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#	- all velocities are counted, even those outside valid bin range,
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#	  because the %age is not reported
0
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#======================================================================
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sub editSideLobes($$$)
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{
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	my($fe,$te,$wd) = @_;	# first & last ens to process, water depth for sidelobes near seabed
0
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	my($nvrm) = 0;			# of velocities removed
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	my($nerm) = 0;			# of ensembles affected
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	for (my($e)=$fe; $e<=$te; $e++) {
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		next unless numberp($LADCP{ENSEMBLE}[$e]->{CTD_DEPTH});
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		my($range) = defined($wd) ? $wd - $LADCP{ENSEMBLE}[$e]->{CTD_DEPTH} 
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								  : $LADCP{ENSEMBLE}[$e]->{CTD_DEPTH} - $vessel_draft;
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		$range = 0 if ($range < 0);								  
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		my($sscorr) = $CTD{SVEL}[$LADCP{ENSEMBLE}[$e]->{CTD_SCAN}] / $LADCP{ENSEMBLE}[$e]->{SPEED_OF_SOUND};
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		my($goodBins) =   ($range - $sscorr*$LADCP{DISTANCE_TO_BIN1_CENTER}) * cos(rad($LADCP{BEAM_ANGLE}))
0
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						/ ($sscorr*$LADCP{BIN_LENGTH})
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						- 1.5;
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		my($dirty) = 0;
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		for (my($bin)=int($goodBins); $bin<$LADCP{N_BINS}; $bin++) { 	# NB: 2 good bins implies that bin 2 is bad
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			next unless ($bin>=0 && defined($LADCP{ENSEMBLE}[$e]->{W}[$bin]));
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			$dirty = 1;
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			$nvrm++;
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			undef($LADCP{ENSEMBLE}[$e]->{W}[$bin]);
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		}
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		$nerm += $dirty;
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   306
	}
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	return ($nvrm,$nerm);
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}
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4
e681262d0fd7 yay! first version I am really happy with. With plots 'n all.
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e681262d0fd7 yay! first version I am really happy with. With plots 'n all.
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#======================================================================
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# ($nvrm,$nerm) = editPPI($fromEns,$toEns,$water_depth)
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#
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# NOTES:
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#	- only velocities in valid-bin-range are edited (and counted)
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#	- 3rd argument (water_depth) determines whether surface or 
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#	  seabed PPI editing is required
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#	- when this code is executed a suitable depth-average-soundspeed
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#	  profile (@DASSprof at 1m resolution) is available
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#		- water_depth defined: DASSprof average is to seabed
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   321
#		- water_depth not defined: DASSprof average is to sea surface
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   322
#	- PPI layer is defined by the shortest and longest acoustic paths
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   323
#	  between transducer and seabed that contribute significantly to the
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   324
#	  backscatter
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   325
#		- shortest path (shallow limit):
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   326
#			- distance to seabed => sidelobe
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   327
#			- min_lim = water_depth - DASSprof[CTD_depth]*DeltaT/2
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diff changeset
   328
#		- longest path (deep limit):
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diff changeset
   329
#			- outer edge of main lobe of one of the beams (depending on 
29e867b3e070 whoosher version at beginning of FZ1
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diff changeset
   330
#			  instrument tilt)
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diff changeset
   331
#			- nominal half-beam apertures at half peak signal strength
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diff changeset
   332
#			  (-3dB), RDI BB Primer, pp. 35f (2ND COLUMN)
29e867b3e070 whoosher version at beginning of FZ1
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diff changeset
   333
#				WH1200	1.4		2.4
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diff changeset
   334
#				WH600	1.5		2.5
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diff changeset
   335
#				WH300	2.2		3.7
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diff changeset
   336
#				WH150	4.0		6.7
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diff changeset
   337
#				WH75	5.0	    8.4
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diff changeset
   338
#			- for WH150, Fig. 23 indicates that half-beam-width 
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diff changeset
   339
#			  at -5dB (<1% peak signal strength) is about 5/3 of same
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diff changeset
   340
#			  at -3dB => PPI limit choice (3rd column above)
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diff changeset
   341
#		- [Plots/2014_P16_043.eps]:
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diff changeset
   342
#			- mean tilt of 2 degrees included in effects
29e867b3e070 whoosher version at beginning of FZ1
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diff changeset
   343
#			- finite pulse length means that there actually
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diff changeset
   344
#			  is less elapsed time between the end of the sending
29e867b3e070 whoosher version at beginning of FZ1
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diff changeset
   345
#			  and the beginning of the reception than the ping
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diff changeset
   346
#			  interval suggests; without it, the PPI peak depth
29e867b3e070 whoosher version at beginning of FZ1
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diff changeset
   347
#			  does not agree with the prediction
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diff changeset
   348
#			- note that there is no PPI effect possible above
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diff changeset
   349
#			  the dark blue line --- this is a hard limit
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diff changeset
   350
#			  (I checked ping interval to within 0.001,
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diff changeset
   351
#			  water depth is known better than 2m, sound
29e867b3e070 whoosher version at beginning of FZ1
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diff changeset
   352
#			  speed is accurately accounted for (as indicated
29e867b3e070 whoosher version at beginning of FZ1
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diff changeset
   353
#			  by the cyan line), so the variability above
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diff changeset
   354
#			  is due to background variability, which is
29e867b3e070 whoosher version at beginning of FZ1
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diff changeset
   355
#			  consistent with the shape of the curve outside
29e867b3e070 whoosher version at beginning of FZ1
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diff changeset
   356
#			  the PPI layer
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diff changeset
   357
#		  	=> PPI peak can be tightly bracketed but care has to
29e867b3e070 whoosher version at beginning of FZ1
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diff changeset
   358
#			   be taken to account for finite beam width & 
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diff changeset
   359
#			   instrument beam_tilt = max(|pitch|,|roll|)
29e867b3e070 whoosher version at beginning of FZ1
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diff changeset
   360
#	- while the upper limit of the PPI layer is unambiguous, this
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diff changeset
   361
#	  is only true if the recorded ping intervals are accurate
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diff changeset
   362
#		- 2014 CLIVAR P16 #47 shows a slight discontinuity in dc_w near
29e867b3e070 whoosher version at beginning of FZ1
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diff changeset
   363
#		  the middle of the upper PPI layer (4000m)
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diff changeset
   364
#		- the discontinuity is slightly more pronounced with PPI editing
29e867b3e070 whoosher version at beginning of FZ1
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diff changeset
   365
#	      enabled
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diff changeset
   366
#		- setting $PPI_extend_upper_limit = 1.03 (or 1.04, 1.05, 1.1)
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diff changeset
   367
#		  reduces the discontinuity to the level without PPI filtering, but
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diff changeset
   368
#		  not any better
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diff changeset
   369
#		- overall I am not convinced that the discontinuity is related
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diff changeset
   370
#		  to PPI; therefore, $PPI_extend_upper_limit is not set by default
15
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   371
#======================================================================
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diff changeset
   372
16
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diff changeset
   373
{ my($bha);					# beam half aperture (static scope)
29e867b3e070 whoosher version at beginning of FZ1
A.M. Thurnherr <ant@ldeo.columbia.edu>
parents: 15
diff changeset
   374
15
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 13
diff changeset
   375
sub editPPI($$$)
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 13
diff changeset
   376
{
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 13
diff changeset
   377
	my($fe,$te,$wd) = @_;	# first & last ens to process, water depth for downlooker
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 13
diff changeset
   378
	my($nvrm) = 0;			# of velocities removed
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 13
diff changeset
   379
	my($nerm) = 0;			# of ensembles affected
16
29e867b3e070 whoosher version at beginning of FZ1
A.M. Thurnherr <ant@ldeo.columbia.edu>
parents: 15
diff changeset
   380
29e867b3e070 whoosher version at beginning of FZ1
A.M. Thurnherr <ant@ldeo.columbia.edu>
parents: 15
diff changeset
   381
	unless (defined($bha)) {
49
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 47
diff changeset
   382
		if    (abs($LADCP{BEAM_FREQUENCY}-1200)/1200 <= 0.1) { $bha = 2.4; }
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 47
diff changeset
   383
		elsif (abs($LADCP{BEAM_FREQUENCY}-600) / 600 <= 0.1) { $bha = 2.5; }
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 47
diff changeset
   384
		elsif (abs($LADCP{BEAM_FREQUENCY}-300) / 300 <= 0.1) { $bha = 3.7; }
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 47
diff changeset
   385
		elsif (abs($LADCP{BEAM_FREQUENCY}-150) / 150 <= 0.1) { $bha = 6.7; }
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 47
diff changeset
   386
		elsif (abs($LADCP{BEAM_FREQUENCY}-75)  /  75 <= 0.1) { $bha = 8.4; }
27
2053d8de8d6b updated plots & seabed code; GoM data process correctly
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 16
diff changeset
   387
		else { error("$0: unexpected transducer frequency $LADCP{BEAM_FREQUENCY}\n"); }
16
29e867b3e070 whoosher version at beginning of FZ1
A.M. Thurnherr <ant@ldeo.columbia.edu>
parents: 15
diff changeset
   388
	}
29e867b3e070 whoosher version at beginning of FZ1
A.M. Thurnherr <ant@ldeo.columbia.edu>
parents: 15
diff changeset
   389
	
15
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 13
diff changeset
   390
	for (my($e)=$fe; $e<=$te; $e++) {
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 13
diff changeset
   391
		next unless numberp($LADCP{ENSEMBLE}[$e]->{CTD_DEPTH});
16
29e867b3e070 whoosher version at beginning of FZ1
A.M. Thurnherr <ant@ldeo.columbia.edu>
parents: 15
diff changeset
   392
		next unless ($e > 0);
29e867b3e070 whoosher version at beginning of FZ1
A.M. Thurnherr <ant@ldeo.columbia.edu>
parents: 15
diff changeset
   393
		
29e867b3e070 whoosher version at beginning of FZ1
A.M. Thurnherr <ant@ldeo.columbia.edu>
parents: 15
diff changeset
   394
		my($delta_t)   = $LADCP{ENSEMBLE}[$e]->{UNIX_TIME} - $LADCP{ENSEMBLE}[$e-1]->{UNIX_TIME};
29e867b3e070 whoosher version at beginning of FZ1
A.M. Thurnherr <ant@ldeo.columbia.edu>
parents: 15
diff changeset
   395
		my($dz_max)    = $DASSprof[int($LADCP{ENSEMBLE}[$e]->{CTD_DEPTH})]*$delta_t / 2;
29e867b3e070 whoosher version at beginning of FZ1
A.M. Thurnherr <ant@ldeo.columbia.edu>
parents: 15
diff changeset
   396
		my($beam_tilt) = max(abs($LADCP{ENSEMBLE}[$e]->{GIMBAL_PITCH}),
29e867b3e070 whoosher version at beginning of FZ1
A.M. Thurnherr <ant@ldeo.columbia.edu>
parents: 15
diff changeset
   397
							 abs($LADCP{ENSEMBLE}[$e]->{ROLL}));
29e867b3e070 whoosher version at beginning of FZ1
A.M. Thurnherr <ant@ldeo.columbia.edu>
parents: 15
diff changeset
   398
		my($dz_min)    = $dz_max * cos(rad($LADCP{BEAM_ANGLE} + $beam_tilt + $bha));
46
cc6c4309828a V1.3beta1
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 45
diff changeset
   399
		my(@bd) = binDepths($e);
16
29e867b3e070 whoosher version at beginning of FZ1
A.M. Thurnherr <ant@ldeo.columbia.edu>
parents: 15
diff changeset
   400
29e867b3e070 whoosher version at beginning of FZ1
A.M. Thurnherr <ant@ldeo.columbia.edu>
parents: 15
diff changeset
   401
		$dz_max *= $PPI_extend_upper_limit
29e867b3e070 whoosher version at beginning of FZ1
A.M. Thurnherr <ant@ldeo.columbia.edu>
parents: 15
diff changeset
   402
			if numberp($PPI_extend_upper_limit);
15
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 13
diff changeset
   403
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 13
diff changeset
   404
		my($dirty) = 0;
16
29e867b3e070 whoosher version at beginning of FZ1
A.M. Thurnherr <ant@ldeo.columbia.edu>
parents: 15
diff changeset
   405
		for (my($bin)=$LADCP_firstBin-1; $bin<$LADCP_lastBin; $bin++) {
29e867b3e070 whoosher version at beginning of FZ1
A.M. Thurnherr <ant@ldeo.columbia.edu>
parents: 15
diff changeset
   406
			next unless (defined($LADCP{ENSEMBLE}[$e]->{W}[$bin]));
55
2d8e1139acd5 adapted to Nortek files
Andreas Thurnherr <ant@ldeo.columbia.edu>
parents: 49
diff changeset
   407
			if (defined($wd)) {															# surface PPI
16
29e867b3e070 whoosher version at beginning of FZ1
A.M. Thurnherr <ant@ldeo.columbia.edu>
parents: 15
diff changeset
   408
				next unless ($bd[$bin] >= $wd-$dz_max && $bd[$bin] <= $wd-$dz_min);
55
2d8e1139acd5 adapted to Nortek files
Andreas Thurnherr <ant@ldeo.columbia.edu>
parents: 49
diff changeset
   409
			} else {																	# seabed PPI
16
29e867b3e070 whoosher version at beginning of FZ1
A.M. Thurnherr <ant@ldeo.columbia.edu>
parents: 15
diff changeset
   410
				next unless ($bd[$bin] <= $dz_max && $bd[$bin] >= $dz_min);
29e867b3e070 whoosher version at beginning of FZ1
A.M. Thurnherr <ant@ldeo.columbia.edu>
parents: 15
diff changeset
   411
			}
15
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 13
diff changeset
   412
			$dirty = 1;
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 13
diff changeset
   413
			$nvrm++;
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 13
diff changeset
   414
			undef($LADCP{ENSEMBLE}[$e]->{W}[$bin]);
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 13
diff changeset
   415
		}
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 13
diff changeset
   416
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 13
diff changeset
   417
		$nerm += $dirty;
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 13
diff changeset
   418
	}
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 13
diff changeset
   419
	return ($nvrm,$nerm);
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 13
diff changeset
   420
}
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 13
diff changeset
   421
16
29e867b3e070 whoosher version at beginning of FZ1
A.M. Thurnherr <ant@ldeo.columbia.edu>
parents: 15
diff changeset
   422
} # static scope for $bha
29e867b3e070 whoosher version at beginning of FZ1
A.M. Thurnherr <ant@ldeo.columbia.edu>
parents: 15
diff changeset
   423
15
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 13
diff changeset
   424
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 13
diff changeset
   425
#======================================================================
4
e681262d0fd7 yay! first version I am really happy with. With plots 'n all.
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 3
diff changeset
   426
# $nerm = editSurfLayer($fromEns,$toEns,$surface_layer_depth)
e681262d0fd7 yay! first version I am really happy with. With plots 'n all.
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 3
diff changeset
   427
#
e681262d0fd7 yay! first version I am really happy with. With plots 'n all.
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 3
diff changeset
   428
# NOTES:
e681262d0fd7 yay! first version I am really happy with. With plots 'n all.
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 3
diff changeset
   429
#	1) When this code is executed the fully corrected instrument and
e681262d0fd7 yay! first version I am really happy with. With plots 'n all.
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 3
diff changeset
   430
#	   bin depths are known
e681262d0fd7 yay! first version I am really happy with. With plots 'n all.
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 3
diff changeset
   431
#	2) This code was inspired by 2011_IWISE station 8
e681262d0fd7 yay! first version I am really happy with. With plots 'n all.
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 3
diff changeset
   432
#	3) No point in counting the deleted velocities
e681262d0fd7 yay! first version I am really happy with. With plots 'n all.
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 3
diff changeset
   433
#======================================================================
e681262d0fd7 yay! first version I am really happy with. With plots 'n all.
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 3
diff changeset
   434
e681262d0fd7 yay! first version I am really happy with. With plots 'n all.
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 3
diff changeset
   435
sub editSurfLayer($$$)
e681262d0fd7 yay! first version I am really happy with. With plots 'n all.
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 3
diff changeset
   436
{
e681262d0fd7 yay! first version I am really happy with. With plots 'n all.
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 3
diff changeset
   437
	my($fe,$te,$sld) = @_;		# first & last ens to process
e681262d0fd7 yay! first version I am really happy with. With plots 'n all.
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 3
diff changeset
   438
	my($nerm) = 0;				# of ensembles affected
e681262d0fd7 yay! first version I am really happy with. With plots 'n all.
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 3
diff changeset
   439
	for (my($e)=$fe; $e<=$te; $e++) {
10
7e76fdef8953 version prior to carrying out separate dc-/uc- time lagging
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 6
diff changeset
   440
		next unless numberp($LADCP{ENSEMBLE}[$e]->{CTD_DEPTH});
4
e681262d0fd7 yay! first version I am really happy with. With plots 'n all.
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 3
diff changeset
   441
		undef($LADCP{ENSEMBLE}[$e]->{CTD_DEPTH}),$nerm++
e681262d0fd7 yay! first version I am really happy with. With plots 'n all.
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 3
diff changeset
   442
			if ($LADCP{ENSEMBLE}[$e]->{CTD_DEPTH} <= $sld);
e681262d0fd7 yay! first version I am really happy with. With plots 'n all.
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 3
diff changeset
   443
	}
e681262d0fd7 yay! first version I am really happy with. With plots 'n all.
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 3
diff changeset
   444
	return $nerm;
e681262d0fd7 yay! first version I am really happy with. With plots 'n all.
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 3
diff changeset
   445
}
e681262d0fd7 yay! first version I am really happy with. With plots 'n all.
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 3
diff changeset
   446
34
e550db661c17 pre-Tampa
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 32
diff changeset
   447
e550db661c17 pre-Tampa
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 32
diff changeset
   448
#===============================================================================
e550db661c17 pre-Tampa
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 32
diff changeset
   449
# $nerm = editBadTimeLagging($fromEns,$toEns,$good_from_elapsed1,$good_to_elapsed1,...)
47
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   450
#
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   451
# NOTES:
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   452
#	- deleted velocities are not counted
34
e550db661c17 pre-Tampa
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 32
diff changeset
   453
#===============================================================================
e550db661c17 pre-Tampa
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 32
diff changeset
   454
e550db661c17 pre-Tampa
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 32
diff changeset
   455
sub editBadTimeLagging($$@)
e550db661c17 pre-Tampa
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 32
diff changeset
   456
{
e550db661c17 pre-Tampa
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 32
diff changeset
   457
	my($fe,$te,@elim) = @_;
e550db661c17 pre-Tampa
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 32
diff changeset
   458
e550db661c17 pre-Tampa
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 32
diff changeset
   459
	my($nerm) = 0;													# of ensembles removed
e550db661c17 pre-Tampa
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 32
diff changeset
   460
	my($i) = 0;
e550db661c17 pre-Tampa
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 32
diff changeset
   461
e550db661c17 pre-Tampa
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 32
diff changeset
   462
	if ($elim[0] < 0) {												# entire piece is bad
e550db661c17 pre-Tampa
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 32
diff changeset
   463
		for (my($e)=$fe; $e<=$te; $e++) {
e550db661c17 pre-Tampa
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 32
diff changeset
   464
			undef($LADCP{ENSEMBLE}[$e]->{REFLR_W});
e550db661c17 pre-Tampa
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 32
diff changeset
   465
			$nerm++;
e550db661c17 pre-Tampa
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 32
diff changeset
   466
		}
e550db661c17 pre-Tampa
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 32
diff changeset
   467
	} elsif (defined($elim[1])) {									# limits in elim
e550db661c17 pre-Tampa
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 32
diff changeset
   468
		my($e);
e550db661c17 pre-Tampa
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 32
diff changeset
   469
		for ($e=$fe; @elim; shift(@elim),shift(@elim)) {
e550db661c17 pre-Tampa
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 32
diff changeset
   470
#			print(STDERR "deleting to $elim[0]\n");
e550db661c17 pre-Tampa
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 32
diff changeset
   471
			while ($LADCP{ENSEMBLE}[$e]->{ELAPSED} < $elim[0]) {
e550db661c17 pre-Tampa
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 32
diff changeset
   472
				undef($LADCP{ENSEMBLE}[$e]->{REFLR_W});
e550db661c17 pre-Tampa
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 32
diff changeset
   473
				$nerm++;
e550db661c17 pre-Tampa
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 32
diff changeset
   474
				$e++;
e550db661c17 pre-Tampa
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 32
diff changeset
   475
			}
e550db661c17 pre-Tampa
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 32
diff changeset
   476
#			print(STDERR "keeping to $elim[1]\n");
e550db661c17 pre-Tampa
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 32
diff changeset
   477
			while ($LADCP{ENSEMBLE}[$e]->{ELAPSED} < $elim[1]) { $e++; }
e550db661c17 pre-Tampa
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 32
diff changeset
   478
	    }
e550db661c17 pre-Tampa
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 32
diff changeset
   479
#		print(STDERR "deleting to $LADCP{ENSEMBLE}[$te]->{ELAPSED}\n");
e550db661c17 pre-Tampa
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 32
diff changeset
   480
		while ($e <= $te) {
e550db661c17 pre-Tampa
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 32
diff changeset
   481
			undef($LADCP{ENSEMBLE}[$e]->{REFLR_W});
e550db661c17 pre-Tampa
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 32
diff changeset
   482
			$nerm++;
e550db661c17 pre-Tampa
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 32
diff changeset
   483
			$e++;
e550db661c17 pre-Tampa
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 32
diff changeset
   484
		}
e550db661c17 pre-Tampa
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 32
diff changeset
   485
	}
e550db661c17 pre-Tampa
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 32
diff changeset
   486
	return $nerm;
e550db661c17 pre-Tampa
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 32
diff changeset
   487
}
e550db661c17 pre-Tampa
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 32
diff changeset
   488
47
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   489
#======================================================================
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   490
# $nerm = editResiduals_rmsMax($fe,$te,$max_val)
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   491
#
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   492
# NOTES:
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   493
#	- removed velocities are not counted
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   494
#======================================================================
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   495
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   496
sub editResiduals_rmsMax($$$)
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   497
{
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   498
	my($fe,$te,$limit) = @_;
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   499
	my($nerm) = 0;
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   500
	for (my($ens)=$fe; $ens<=$te; $ens++) {
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   501
		next unless numberp($LADCP{ENSEMBLE}[$ens]->{CTD_DEPTH});
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   502
		my($sum) = my($n) = 0;														# calculate rms residual
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   503
		my(@bindepth) = binDepths($ens);
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   504
		for ($bin=$LADCP_firstBin-1; $bin<=$LADCP_lastBin-1; $bin++) {
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   505
			next unless ($bin+1>=$outGrid_firstBin && $bin+1<=$outGrid_lastBin);
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   506
		  	next unless numberp($LADCP{ENSEMBLE}[$ens]->{W}[$bin]);
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   507
		  	my($bi) = $bindepth[$bin]/$opt_o;
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   508
			my($res) = ($ens < $LADCP_atbottom) ? 
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   509
						$LADCP{ENSEMBLE}[$ens]->{SSCORRECTED_OCEAN_W}[$bin] - $DNCAST{MEDIAN_W}[$bi] :
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   510
						$LADCP{ENSEMBLE}[$ens]->{SSCORRECTED_OCEAN_W}[$bin] - $UPCAST{MEDIAN_W}[$bi];
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   511
			$sum += &SQR($res); $n++;						
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   512
		}
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   513
		if ($n == 0 || sqrt($sum/$n) > $limit) {									# ensemble is bad
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   514
			undef($LADCP{ENSEMBLE}[$ens]->{CTD_DEPTH});
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   515
			$nerm++;
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   516
		}
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   517
	}
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   518
	return $nerm;
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   519
}
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   520
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   521
#======================================================================
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   522
# $nerm = editResiduals_deltaMax($fe,$te,$max_val)
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   523
#	- delta residual = delta beampair w => equal to scaled error velocity?
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   524
#	- sharp cutoff near 5cm/s for std parameters (0.1 m/s error velocity
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   525
#	  filter) in several data sets
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   526
#	- samples with large residuals differences are clear outliers in
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   527
# 	  the residuals vs tilt plots => obvious to remove
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   528
#	- how are large delta res possible given the errvel limit???
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   529
#	- only valid bin range is edited/counted
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   530
#======================================================================
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   531
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   532
sub editResiduals_deltaMax($$$)
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   533
{
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   534
	my($fe,$te,$limit) = @_;
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   535
	my($nvrm) = 0;
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   536
	for (my($ens)=$fe; $ens<=$te; $ens++) {
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   537
		next unless numberp($LADCP{ENSEMBLE}[$ens]->{CTD_DEPTH});
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   538
		for ($bin=$LADCP_firstBin-1; $bin<=$LADCP_lastBin-1; $bin++) {
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   539
			next unless ($bin+1>=$outGrid_firstBin && $bin+1<=$outGrid_lastBin);
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   540
			next unless numberp($LADCP{ENSEMBLE}[$ens]->{W}[$bin]);
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   541
			my($Dr) = abs($LADCP{ENSEMBLE}[$ens]->{SSCORRECTED_OCEAN_W12}[$bin] -
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   542
						  $LADCP{ENSEMBLE}[$ens]->{SSCORRECTED_OCEAN_W34}[$bin]);
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   543
			if ($Dr > $limit) {
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   544
				undef($LADCP{ENSEMBLE}[$ens]->{W}[$bin]);
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   545
				$nvrm++;
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   546
			}
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   547
		}
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   548
    }
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   549
    return $nvrm;
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   550
}
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   551
2ccb81b7cea5 version found on whoosher after repair
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 46
diff changeset
   552
#======================================================================
49
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 47
diff changeset
   553
# $nerm = editLargeHSpeeds($fe,$te,$max_hspeed)
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 47
diff changeset
   554
#	- filter based on 2018 GO-SHIP LADCP profile #106, where UL 
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 47
diff changeset
   555
#	  velocities become bad when ship starts dragging rosette
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 47
diff changeset
   556
#	- only valid bin range is edited/counted
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 47
diff changeset
   557
#======================================================================
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 47
diff changeset
   558
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 47
diff changeset
   559
sub editLargeHSpeeds($$$)
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 47
diff changeset
   560
{
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 47
diff changeset
   561
	my($fe,$te,$limit) = @_;
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 47
diff changeset
   562
	my($nerm) = 0;
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 47
diff changeset
   563
	for (my($ens)=$fe; $ens<=$te; $ens++) {
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 47
diff changeset
   564
		next unless numberp($LADCP{ENSEMBLE}[$ens]->{CTD_DEPTH});
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 47
diff changeset
   565
		next unless (vel_speed($LADCP{ENSEMBLE}[$ens]->{REFLR_U},
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 47
diff changeset
   566
							   $LADCP{ENSEMBLE}[$ens]->{REFLR_U}) > $limit);
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 47
diff changeset
   567
		undef($LADCP{ENSEMBLE}[$ens]->{CTD_DEPTH});
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 47
diff changeset
   568
		$nerm++;
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 47
diff changeset
   569
	}
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 47
diff changeset
   570
    return $nerm;
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 47
diff changeset
   571
}
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 47
diff changeset
   572
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 47
diff changeset
   573
#======================================================================
34
e550db661c17 pre-Tampa
A.M. Thurnherr <athurnherr@yahoo.com>
parents: 32
diff changeset
   574
0
3365828b1004 after DIMES UK2
A.M. Thurnherr <ant@ldeo.columbia.edu>
parents:
diff changeset
   575
1;