Interpolation of animal tracking data in a fluid environment
Interpolation of geolocation or Argos tracking data is a necessity for habitat use analyses of marine vertebrates. In a fluid marine environment, characterized by curvilinear structures, linearly interpolated track data are not realistic. Based on these two facts, we interpolated tracking data from...
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ftciteseerx:oai:CiteSeerX.psu:10.1.1.117.7846 2023-05-15T16:05:41+02:00 Interpolation of animal tracking data in a fluid environment Yann Tremblay Scott A. Shaffer Shannon L. Fowler Carey E. Kuhn Birgitte I. Mcdonald Michael J. Weise Charle-andré Bost Henri Weimerskirch Daniel E. Crocker The Pennsylvania State University CiteSeerX Archives application/pdf http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.117.7846 http://jeb.biologists.org/cgi/reprint/209/1/128.pdf en eng http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.117.7846 http://jeb.biologists.org/cgi/reprint/209/1/128.pdf Metadata may be used without restrictions as long as the oai identifier remains attached to it. http://jeb.biologists.org/cgi/reprint/209/1/128.pdf text ftciteseerx 2016-01-07T13:57:25Z Interpolation of geolocation or Argos tracking data is a necessity for habitat use analyses of marine vertebrates. In a fluid marine environment, characterized by curvilinear structures, linearly interpolated track data are not realistic. Based on these two facts, we interpolated tracking data from albatrosses, penguins, boobies, sea lions, fur seals and elephant seals using six mathematical algorithms. Given their popularity in mathematical computing, we chose Bézier, hermite and cubic splines, in addition to a commonly used linear algorithm to interpolate data. Performance of interpolation methods was compared with different temporal resolutions representative of the less-precise geolocation and the more-precise Argos tracking techniques. Parameters from interpolated sub-sampled tracks were compared with those obtained from intact tracks. Average accuracy of the interpolated location was not affected by the interpolation method and was always within the precision of the tracking technique used. However, depending on the species tested, some curvilinear interpolation algorithms Text Elephant Seals Unknown |
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English |
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Interpolation of geolocation or Argos tracking data is a necessity for habitat use analyses of marine vertebrates. In a fluid marine environment, characterized by curvilinear structures, linearly interpolated track data are not realistic. Based on these two facts, we interpolated tracking data from albatrosses, penguins, boobies, sea lions, fur seals and elephant seals using six mathematical algorithms. Given their popularity in mathematical computing, we chose Bézier, hermite and cubic splines, in addition to a commonly used linear algorithm to interpolate data. Performance of interpolation methods was compared with different temporal resolutions representative of the less-precise geolocation and the more-precise Argos tracking techniques. Parameters from interpolated sub-sampled tracks were compared with those obtained from intact tracks. Average accuracy of the interpolated location was not affected by the interpolation method and was always within the precision of the tracking technique used. However, depending on the species tested, some curvilinear interpolation algorithms |
author2 |
The Pennsylvania State University CiteSeerX Archives |
format |
Text |
author |
Yann Tremblay Scott A. Shaffer Shannon L. Fowler Carey E. Kuhn Birgitte I. Mcdonald Michael J. Weise Charle-andré Bost Henri Weimerskirch Daniel E. Crocker |
spellingShingle |
Yann Tremblay Scott A. Shaffer Shannon L. Fowler Carey E. Kuhn Birgitte I. Mcdonald Michael J. Weise Charle-andré Bost Henri Weimerskirch Daniel E. Crocker Interpolation of animal tracking data in a fluid environment |
author_facet |
Yann Tremblay Scott A. Shaffer Shannon L. Fowler Carey E. Kuhn Birgitte I. Mcdonald Michael J. Weise Charle-andré Bost Henri Weimerskirch Daniel E. Crocker |
author_sort |
Yann Tremblay |
title |
Interpolation of animal tracking data in a fluid environment |
title_short |
Interpolation of animal tracking data in a fluid environment |
title_full |
Interpolation of animal tracking data in a fluid environment |
title_fullStr |
Interpolation of animal tracking data in a fluid environment |
title_full_unstemmed |
Interpolation of animal tracking data in a fluid environment |
title_sort |
interpolation of animal tracking data in a fluid environment |
url |
http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.117.7846 http://jeb.biologists.org/cgi/reprint/209/1/128.pdf |
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Elephant Seals |
genre_facet |
Elephant Seals |
op_source |
http://jeb.biologists.org/cgi/reprint/209/1/128.pdf |
op_relation |
http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.117.7846 http://jeb.biologists.org/cgi/reprint/209/1/128.pdf |
op_rights |
Metadata may be used without restrictions as long as the oai identifier remains attached to it. |
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1766401588079886336 |