Literature DB >> 22244455

The need for speed: testing acceleration for estimating animal travel rates in terrestrial dead-reckoning systems.

Owen R Bidder1, Marion Soresina, Emily L C Shepard, Lewis G Halsey, Flavio Quintana, Agustina Gómez-Laich, Rory P Wilson.   

Abstract

Numerous methods are currently available to track animal movements. However, only one of these, dead-reckoning, has the capacity to provide continuous data for animal movements over fine scales. Dead-reckoning has been applied almost exclusively in the study of marine species, in part due to the difficulty of accurately measuring the speed of terrestrial species. In the present study we evaluate the use of accelerometers and a metric known as overall dynamic body acceleration (ODBA) as a proxy for the measurement of speed for use in dead-reckoning. Data were collated from previous studies, for 10 species locomoting on a treadmill and their ODBA measured by an attached data logger. All species except one showed a highly significant linear relationship between speed and ODBA; however, there was appreciable inter- and intra-specific variance in this relationship. ODBA was then used to estimate speed in a simple trial run of a dead-reckoning track. Estimating distance travelled using speed derived from prior calibration for ODBA resulted in appreciable errors. We describe a method by which these errors can be minimised, by periodic ground-truthing (e.g., by GPS or VHF telemetry) of the dead-reckoned track and adjusting the relationship between speed and ODBA until actual known positions and dead-reckoned positions accord.
Copyright © 2011 Elsevier GmbH. All rights reserved.

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Year:  2012        PMID: 22244455     DOI: 10.1016/j.zool.2011.09.003

Source DB:  PubMed          Journal:  Zoology (Jena)        ISSN: 0944-2006            Impact factor:   2.240


  18 in total

1.  From sensor data to animal behaviour: an oystercatcher example.

Authors:  Judy Shamoun-Baranes; Roeland Bom; E Emiel van Loon; Bruno J Ens; Kees Oosterbeek; Willem Bouten
Journal:  PLoS One       Date:  2012-05-31       Impact factor: 3.240

2.  Prying into the intimate secrets of animal lives; software beyond hardware for comprehensive annotation in 'Daily Diary' tags.

Authors:  James S Walker; Mark W Jones; Robert S Laramee; Mark D Holton; Emily Lc Shepard; Hannah J Williams; D Michael Scantlebury; Nikki J Marks; Elizabeth A Magowan; Iain E Maguire; Owen R Bidder; Agustina Di Virgilio; Rory P Wilson
Journal:  Mov Ecol       Date:  2015-09-21       Impact factor: 3.600

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

Authors:  Patricia M Graf; Rory P Wilson; Lama Qasem; Klaus Hackländer; Frank Rosell
Journal:  PLoS One       Date:  2015-08-28       Impact factor: 3.240

4.  A path reconstruction method integrating dead-reckoning and position fixes applied to humpback whales.

Authors:  Paul J Wensveen; Len Thomas; Patrick J O Miller
Journal:  Mov Ecol       Date:  2015-09-21       Impact factor: 3.600

5.  A new perspective on how humans assess their surroundings; derivation of head orientation and its role in 'framing' the environment.

Authors:  Gwendoline Ixia Wilson; Mark D Holton; James Walker; Mark W Jones; Ed Grundy; Ian M Davies; David Clarke; Adrian Luckman; Nick Russill; Vianney Wilson; Rosie Plummer; Rory P Wilson
Journal:  PeerJ       Date:  2015-06-18       Impact factor: 2.984

6.  Identification of behaviour in freely moving dogs (Canis familiaris) using inertial sensors.

Authors:  Linda Gerencsér; Gábor Vásárhelyi; Máté Nagy; Tamas Vicsek; Adam Miklósi
Journal:  PLoS One       Date:  2013-10-18       Impact factor: 3.240

7.  Improving the accuracy of estimates of animal path and travel distance using GPS drift-corrected dead reckoning.

Authors:  Oliver P Dewhirst; Hannah K Evans; Kyle Roskilly; Richard J Harvey; Tatjana Y Hubel; Alan M Wilson
Journal:  Ecol Evol       Date:  2016-08-03       Impact factor: 2.912

8.  On higher ground: how well can dynamic body acceleration determine speed in variable terrain?

Authors:  Owen R Bidder; Lama A Qasem; Rory P Wilson
Journal:  PLoS One       Date:  2012-11-30       Impact factor: 3.240

9.  Step by step: reconstruction of terrestrial animal movement paths by dead-reckoning.

Authors:  O R Bidder; J S Walker; M W Jones; M D Holton; P Urge; D M Scantlebury; N J Marks; E A Magowan; I E Maguire; R P Wilson
Journal:  Mov Ecol       Date:  2015-09-15       Impact factor: 3.600

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

Authors:  Owen R Bidder; Hamish A Campbell; Agustina Gómez-Laich; Patricia Urgé; James Walker; Yuzhi Cai; Lianli Gao; Flavio Quintana; Rory P Wilson
Journal:  PLoS One       Date:  2014-02-21       Impact factor: 3.240

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