DOI: 10.5061/dryad.x0k6djhfs
title: Data from: Salmon behavioural response to robots in an aquaculture sea cage

description: Animal-robot studies can inform us about animal behaviour and inspire
 advances in agriculture, environmental monitoring and animal health and
 welfare. Currently, experimental results on how fish are affected by the
 presence of underwater robots are largely limited to laboratory
 environments with few individuals and a focus on model species. Laboratory
 studies provide valuable insight, but their results are not necessarily
 generalizable to larger scales such as marine aquaculture. This paper
 examines the effects of underwater robots and a human diver in a large
 fish aggregation within a Norwegian aquaculture facility, with the
 explicit purpose to improve the use of underwater robots for fish
 observations. We observed aquaculture salmon’s reaction to the
 flipper-propelled robot U-CAT in a sea cage with 188,000 individuals. A
 significant difference in fish behaviour was found using U-CAT when
 compared to a thruster-driven underwater robot, Argus Mini and a human
 diver. Specifically, salmon were more likely to swim closer to U-CAT at a
 lower tailbeat frequency. Fish reactions were not significantly different
 when considering motor noise or when U-CAT’s colour was changed from
 yellow to silver. No difference was observed in the distance or tailbeat
 frequency as a response to thruster or flipper motion, when actuated and
 passively floating robots were compared.  These results offer
 insight into how large aggregations of aquaculture salmon respond to
 underwater robots. Furthermore, the proposed underwater video processing
 workflow to assess fish’s response to underwater robots is simple and
 reproducible. This work provides a practical method to study fish-robot
 interactions, which can lead to improved underwater robot designs to
 provide more affordable, scalable and effective solutions.  
description: Please refer to the paper for data collection methods
description: -------------------------------------------------------------------------------------<br> ".mp4" files come from moving cameras from the robots or the diver. Naming of files: <br>     "Xnn dd" (X:{A,B,C,D}, nn:{01-07}, dd:{28-31}) corresponds to day of experiments (May 28 - May 31, 2018) and ascending number of run during that day (e.g. "A04 28" corresponds to the fourth run on May 28, 2018.) <br>     "ROV, U-CAT, diver": correspond to the robot/diver used for filming for a specific run. The .kva (Kinovea) files are associated to the .mp4 video files (the file "File_index" shows how). In two instances more than one .kva files correspond to one .mp4 file. These files can be separately loaded in Kinovea. The .kva files can be used to export xml files from kinovea for further processing. ------------------------------------------------------------------------------------- ".asf" files with filenames starting with "Facility_Merd_" are from the stationary camera at the bottom of the cage. Date and time of the filming are encoded in the file name. Files "fish_distance.csv" and "fish_swimming_speed.csv" contain data extracted from the stationary camera videos, observing the robots and diver.