Logbook data can be effectively combined with other data sources such as VMS.
A SOM was trained on a large Italian logbook dataset for which VMS were available.
SOM returned a pattern driven by fishing gears and ecology of the target species.
The VMS-determined depth of fishing activities plays also an important.
The trained SOM is also effective in predicting gear by landings profiles.