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Examining the accuracy of trackways for predicting gait selection and speed of locomotion
BACKGROUND: Using Froude numbers (Fr) and relative stride length (stride length: hip height), trackways have been widely used to determine the speed and gait of an animal. This approach, however, is limited by the ability to estimate hip height accurately and by the lack of information related to th...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7254686/ https://www.ncbi.nlm.nih.gov/pubmed/32514280 http://dx.doi.org/10.1186/s12983-020-00363-z |
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author | Marmol-Guijarro, Andres Nudds, Robert Folkow, Lars Codd, Jonathan |
author_facet | Marmol-Guijarro, Andres Nudds, Robert Folkow, Lars Codd, Jonathan |
author_sort | Marmol-Guijarro, Andres |
collection | PubMed |
description | BACKGROUND: Using Froude numbers (Fr) and relative stride length (stride length: hip height), trackways have been widely used to determine the speed and gait of an animal. This approach, however, is limited by the ability to estimate hip height accurately and by the lack of information related to the substrate properties when the tracks were made, in particular for extinct fauna. By studying the Svalbard ptarmigan moving on snow, we assessed the accuracy of trackway predictions from a species-specific model and two additional Fr based models by ground truthing data extracted from videos as the tracks were being made. RESULTS: The species-specific model accounted for more than 60% of the variability in speed for walking and aerial running, but only accounted for 19% when grounded running, likely due to its stabilizing role while moving faster over a changing substrate. The error in speed estimated was 0–35% for all gaits when using the species-specific model, whereas Fr based estimates produced errors up to 55%. The highest errors were associated with the walking gait. The transition between pendular to bouncing gaits fell close to the estimates using relative stride length described for other extant vertebrates. Conversely, the transition from grounded to aerial running appears to be species specific and highly dependent on posture and substrate. CONCLUSION: Altogether, this study highlights that using trackways to derive predictions on the locomotor speed and gait, using stride length as the only predictor, are problematic as accurate predictions require information from the animal in question. |
format | Online Article Text |
id | pubmed-7254686 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-72546862020-06-07 Examining the accuracy of trackways for predicting gait selection and speed of locomotion Marmol-Guijarro, Andres Nudds, Robert Folkow, Lars Codd, Jonathan Front Zool Research BACKGROUND: Using Froude numbers (Fr) and relative stride length (stride length: hip height), trackways have been widely used to determine the speed and gait of an animal. This approach, however, is limited by the ability to estimate hip height accurately and by the lack of information related to the substrate properties when the tracks were made, in particular for extinct fauna. By studying the Svalbard ptarmigan moving on snow, we assessed the accuracy of trackway predictions from a species-specific model and two additional Fr based models by ground truthing data extracted from videos as the tracks were being made. RESULTS: The species-specific model accounted for more than 60% of the variability in speed for walking and aerial running, but only accounted for 19% when grounded running, likely due to its stabilizing role while moving faster over a changing substrate. The error in speed estimated was 0–35% for all gaits when using the species-specific model, whereas Fr based estimates produced errors up to 55%. The highest errors were associated with the walking gait. The transition between pendular to bouncing gaits fell close to the estimates using relative stride length described for other extant vertebrates. Conversely, the transition from grounded to aerial running appears to be species specific and highly dependent on posture and substrate. CONCLUSION: Altogether, this study highlights that using trackways to derive predictions on the locomotor speed and gait, using stride length as the only predictor, are problematic as accurate predictions require information from the animal in question. BioMed Central 2020-05-27 /pmc/articles/PMC7254686/ /pubmed/32514280 http://dx.doi.org/10.1186/s12983-020-00363-z Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Marmol-Guijarro, Andres Nudds, Robert Folkow, Lars Codd, Jonathan Examining the accuracy of trackways for predicting gait selection and speed of locomotion |
title | Examining the accuracy of trackways for predicting gait selection and speed of locomotion |
title_full | Examining the accuracy of trackways for predicting gait selection and speed of locomotion |
title_fullStr | Examining the accuracy of trackways for predicting gait selection and speed of locomotion |
title_full_unstemmed | Examining the accuracy of trackways for predicting gait selection and speed of locomotion |
title_short | Examining the accuracy of trackways for predicting gait selection and speed of locomotion |
title_sort | examining the accuracy of trackways for predicting gait selection and speed of locomotion |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7254686/ https://www.ncbi.nlm.nih.gov/pubmed/32514280 http://dx.doi.org/10.1186/s12983-020-00363-z |
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