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Low relative error in consumer-grade GPS units make them ideal for measuring small-scale animal movement patterns

Consumer-grade GPS units are a staple of modern field ecology, but the relatively large error radii reported by manufacturers (up to 10 m) ostensibly precludes their utility in measuring fine-scale movement of small animals such as insects. Here we demonstrate that for data collected at fine spatio-...

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Autores principales: Breed, Greg A., Severns, Paul M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4548486/
https://www.ncbi.nlm.nih.gov/pubmed/26312190
http://dx.doi.org/10.7717/peerj.1205
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author Breed, Greg A.
Severns, Paul M.
author_facet Breed, Greg A.
Severns, Paul M.
author_sort Breed, Greg A.
collection PubMed
description Consumer-grade GPS units are a staple of modern field ecology, but the relatively large error radii reported by manufacturers (up to 10 m) ostensibly precludes their utility in measuring fine-scale movement of small animals such as insects. Here we demonstrate that for data collected at fine spatio-temporal scales, these devices can produce exceptionally accurate data on step-length and movement patterns of small animals. With an understanding of the properties of GPS error and how it arises, it is possible, using a simple field protocol, to use consumer grade GPS units to collect step-length data for the movement of small animals that introduces a median error as small as 11 cm. These small error rates were measured in controlled observations of real butterfly movement. Similar conclusions were reached using a ground-truth test track prepared with a field tape and compass and subsequently measured 20 times using the same methodology as the butterfly tracking. Median error in the ground-truth track was slightly higher than the field data, mostly between 20 and 30 cm, but even for the smallest ground-truth step (70 cm), this is still a signal-to-noise ratio of 3:1, and for steps of 3 m or more, the ratio is greater than 10:1. Such small errors relative to the movements being measured make these inexpensive units useful for measuring insect and other small animal movements on small to intermediate scales with budgets orders of magnitude lower than survey-grade units used in past studies. As an additional advantage, these units are simpler to operate, and insect or other small animal trackways can be collected more quickly than either survey-grade units or more traditional ruler/gird approaches.
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spelling pubmed-45484862015-08-26 Low relative error in consumer-grade GPS units make them ideal for measuring small-scale animal movement patterns Breed, Greg A. Severns, Paul M. PeerJ Animal Behavior Consumer-grade GPS units are a staple of modern field ecology, but the relatively large error radii reported by manufacturers (up to 10 m) ostensibly precludes their utility in measuring fine-scale movement of small animals such as insects. Here we demonstrate that for data collected at fine spatio-temporal scales, these devices can produce exceptionally accurate data on step-length and movement patterns of small animals. With an understanding of the properties of GPS error and how it arises, it is possible, using a simple field protocol, to use consumer grade GPS units to collect step-length data for the movement of small animals that introduces a median error as small as 11 cm. These small error rates were measured in controlled observations of real butterfly movement. Similar conclusions were reached using a ground-truth test track prepared with a field tape and compass and subsequently measured 20 times using the same methodology as the butterfly tracking. Median error in the ground-truth track was slightly higher than the field data, mostly between 20 and 30 cm, but even for the smallest ground-truth step (70 cm), this is still a signal-to-noise ratio of 3:1, and for steps of 3 m or more, the ratio is greater than 10:1. Such small errors relative to the movements being measured make these inexpensive units useful for measuring insect and other small animal movements on small to intermediate scales with budgets orders of magnitude lower than survey-grade units used in past studies. As an additional advantage, these units are simpler to operate, and insect or other small animal trackways can be collected more quickly than either survey-grade units or more traditional ruler/gird approaches. PeerJ Inc. 2015-08-20 /pmc/articles/PMC4548486/ /pubmed/26312190 http://dx.doi.org/10.7717/peerj.1205 Text en © 2015 Breed and Severns http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited.
spellingShingle Animal Behavior
Breed, Greg A.
Severns, Paul M.
Low relative error in consumer-grade GPS units make them ideal for measuring small-scale animal movement patterns
title Low relative error in consumer-grade GPS units make them ideal for measuring small-scale animal movement patterns
title_full Low relative error in consumer-grade GPS units make them ideal for measuring small-scale animal movement patterns
title_fullStr Low relative error in consumer-grade GPS units make them ideal for measuring small-scale animal movement patterns
title_full_unstemmed Low relative error in consumer-grade GPS units make them ideal for measuring small-scale animal movement patterns
title_short Low relative error in consumer-grade GPS units make them ideal for measuring small-scale animal movement patterns
title_sort low relative error in consumer-grade gps units make them ideal for measuring small-scale animal movement patterns
topic Animal Behavior
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4548486/
https://www.ncbi.nlm.nih.gov/pubmed/26312190
http://dx.doi.org/10.7717/peerj.1205
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