About the Cell statistic operator

The Cell statistic and the Cell statistic (Single targets) operators accept gridded Sv data or single target data and outputs a virtual variable with the same grid; each cell's samples are set to a selected cell statistic. The available Cell statistics are: Mean, Minimum, Maximum, Median, Percentile and Number of samples/targets. Cell statistics can be used to mask original data. This combination of processes can offer information-rich visualizations, based on qualitative calculations, and enable innovative analysis insights into your data. The Cell statistic operator is licensed with the Virtual echogram module.

Note: Samples that are excluded or thresholded affect the calculation of cell statistics.

Proxy for fish density

fishe density proxy

Top left: Raw Sv data.

Bottom left: Cell statistic (Mean Sv) on raw Sv data.

Top right: Cell statistic (Mean TS) on single target data.

Bottom right: Fish per cubic metre, restricted to the cells where the mean Sv is <-64dB.

Dataflow for a Proxy for fish density (Sv - TS = 10 log r)

Dataflow for proxy for fish density
Dataflow object name Operator Description
Single target - split beam (method 2) 1 Single target - split beam (method 2)

Applies single target detection - split beam (Method 2). Uses TS and angular position operands. Grid applied.

Result

Detect single targets.

Cell statistic (single targets) 1 Cell statistic

Operand 1 is the Single target - split beam (method 2) 1. Operand 2 is the Sv variable (to match ping geometry). Cell statistic is Mean.

Result

Cells display mean TS with Sv ping geometry.

Mask 1 Mask

Operand 1 is Cell statistic (single targets) 1.

Operand 2 is Data range bitmap 1 (mask).

Masked values are set to no data.

Result

Mean TS > -70 dB are set to no data. Leaves TS mean < -70 dB.

Cell statistic 2 Cell statistic

Input operand is the Sv raw variable (grid pre-applied). Cell statistic is Mean of Sv.

Result

Cells display mean Sv.

Data range bitmap 1 Datarange bitmap

Input operand is Cell statistic 2 (for Sv).

-1000.00 < True < -70.00, otherwise set to False.

Result

A bitmap mask based on Sv mean.

Minus 1 Minus

Operand 1 is Cell statistic 2.

Operand 2 is Mask 1.

Calculates Cell statistic 2 - Mask 1.

Result

Sv - TS = 10 log r, where r is fish density.

dB to linear 1 dB to linear

Input operand 1 is Minus 1.

Converts dB to linear values.

Result

Proxy for fish density in linear units.

TS calibration with a Calibration sphere

TS calibration with a cal sphere

The Cell Statistic operator can provide visual guidance whilst calculating TS calibration with a calibration sphere and tuning the single target detection of the sphere.

TS calibration calculations

Future enhancements

Other cell statistics could facilitate other types orf analysis. For example, the Sawada indices Nv, NE and M would be become accessible via a Beam volume sum statistic. We plan to add the Beam volume sum statistic in the near future.

See also

About virtual variables
Operators: Cell statistic
Operators: Match geometry
Cell statistic settings
Cell statistic algorithms