Observing the unwatchable through acceleration logging of animal behavior

DD Brown, R Kays, M Wikelski, R Wilson… - Animal Biotelemetry, 2013 - Springer
Behavior is an important mechanism of evolution and it is paid for through energy
expenditure. Nevertheless, field biologists can rarely observe animals for more than a …

Cow behaviour pattern recognition using a three-dimensional accelerometer and support vector machines

P Martiskainen, M Järvinen, JP Skön… - Applied animal …, 2009 - Elsevier
Automated animal behaviour monitoring systems have become increasingly appealing for
research and animal production management purposes. However, many existing systems …

Can ethograms be automatically generated using body acceleration data from free-ranging birds?

KQ Sakamoto, K Sato, M Ishizuka, Y Watanuki… - PloS one, 2009 - journals.plos.org
An ethogram is a catalogue of discrete behaviors typically employed by a species.
Traditionally animal behavior has been recorded by observing study individuals directly …

Identification of behaviours from accelerometer data in a wild social primate

G Fehlmann, MJ O'Riain, PW Hopkins, J O'Sullivan… - Animal …, 2017 - Springer
Background The use of accelerometers in bio-logging devices has proved to be a powerful
tool for the quantification of animal behaviour. While bio-logging techniques are being used …

Identifying shark mating behaviour using three-dimensional acceleration loggers

NM Whitney, HL Pratt Jr, TC Pratt… - Endangered Species …, 2010 - int-res.com
Little is known about the reproductive strategies and mating behaviour of most sharks.
Understanding mating behaviour is important as it can determine reproductive success and …

Love thy neighbour: automatic animal behavioural classification of acceleration data using the k-nearest neighbour algorithm

OR Bidder, HA Campbell, A Gómez-Laich, P Urgé… - PloS one, 2014 - journals.plos.org
Researchers hoping to elucidate the behaviour of species that aren't readily observed are
able to do so using biotelemetry methods. Accelerometers in particular are proving …

The Use of Acceleration to Code for Animal Behaviours; A Case Study in Free-Ranging Eurasian Beavers Castor fiber

PM Graf, RP Wilson, L Qasem, K Hackländer, F Rosell - PloS one, 2015 - journals.plos.org
Recent technological innovations have led to the development of miniature, accelerometer-
containing electronic loggers which can be attached to free-living animals. Accelerometers …

Using accelerometers to remotely and automatically characterize behavior in small animals

TT Hammond, D Springthorpe… - Journal of …, 2016 - journals.biologists.com
Activity budgets in wild animals are challenging to measure via direct observation because
data collection is time consuming and observer effects are potentially confounding. Although …

Supervised accelerometry analysis can identify prey capture by penguins at sea

G Carroll, D Slip, I Jonsen… - Journal of Experimental …, 2014 - journals.biologists.com
Determining where, when and how much animals eat is fundamental to understanding their
ecology. We developed a technique to identify a prey capture signature for little penguins …

Tri-axial accelerometers quantify behaviour in the Eurasian badger (Meles meles): towards an automated interpretation of field data

DW McClune, NJ Marks, RP Wilson, JDR Houghton… - Animal …, 2014 - Springer
Background The popularity of tri-axial accelerometer data loggers to quantify animal activity
through the analysis of signature traces is increasing. However, there is no consensus on …