Velocity Profiler data flags

From Atomix

How ADCP structure function quality-control flags are applied

The Q (quality control) flags associated with shear-probe measurements are not compatible with the Ocean Sites Ocean Sites for quality control (QC) coding.

Every dissipation estimate from every probe must have Q flag. The numerical values of the Q flags are as follows:

Level 2:

Flag Mask Bit Flag attribute Flag meaning Threshold value Ex: True =1 / False =0 Ex: Q value
1 Bit 0 Manually defined by user Manually defined by user Manually defined by user 0 0
2 Bit 1 segment_outlier Flag data points [math]\displaystyle{ \gt 3 \sigma }[/math] away from segment mean for bin. [math]\displaystyle{ 3 \sigma }[/math] 1 2
4 Bit 2 profile_outlier Flag data points [math]\displaystyle{ \gt 3 \sigma }[/math] away from beam-profile-mean. [math]\displaystyle{ 3 \sigma }[/math] 0 0
Final Q = 2

Level 3:

Flag Mask Bit Flag attribute Flag meaning Threshold value Ex: True =1 / False =0 Ex: Q value
1 Bit 0 Manually defined by user Manually defined by user Manually defined by user 0 0
2 Bit 1 insufficient_number_velocity_samples Flag segments where the ratio of the number of viable values in the velocity difference to the total number of data points is less than the threshold 0.5 0 0
4 Bit 2 too_close_to_range_limits Flag bins that are too close to the first or last range bin (I.e. not enough bins to do differencing) 3 1 4
Final Q = 4

Level 4:

Flag Mask Bit Flag attribute Flag meaning Threshold value Ex: True =1 / False =0 Ex: Q value
1 Bit 0 Manually defined by user Manually defined by user Manually defined by user 0 0
2 Bit 1 Rsquared_too_low Flag values where [math]\displaystyle{ R^2 \lt }[/math] threshold 0.6 0 0
4 Bit 2 delta_epsi_too_large Flag values where [math]\displaystyle{ \delta \epsilon / \epsilon \gt }[/math] threshold 0.6 1 4
8 Bit 3 A3_coeff_invalid Flag values where [math]\displaystyle{ a_3 }[/math] < threshold 0 0 0
16 Bit 4 dll_intercept_too_low Flag values where intercept ([math]\displaystyle{ a_0 }[/math]) < threshold 0 1 16
32 Bit 5 dll_intercept_too_high Flag values where intercept > threshold (threshhold [math]\displaystyle{ = 2*yint\_{expected} = 2*(2*\sigma_v^2) }[/math], where [math]\displaystyle{ \sigma_v }[/math] is expected accuracy in along-beam vel. Instrument dependent 0 0
64 Bit 6 regression_poorly_conditioned Flag values where there are fewer than a certain number of points for the regression 3 0 0
128 Bit 7 dll_slope_out_of_range Flag values where slope [math]\displaystyle{ a_1 \lt 0 }[/math] as this would lead to negative epsilon. 0 0 0
Final Q = 20


The Q flags are combined by their addition. For example a Q value of 20 means that the dissipation estimated failed both dissipation ratio limit test and the resolved variance test. A value of 255 means that all tests failed. The reasons for a failure can be decoded by breaking the value of Q down to its powers of 2. Note that importance (severity of the failure) is ranked by the numeric value of the flag mask.