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Automated data analysis to rapidly derive and communicate ecological insights from satellite-tag data: A case study of reintroduced red kites

Analysis of satellite-telemetry data mostly occurs long after it has been collected, due to the time and effort needed to collate and interpret such material. Delayed reporting reduces the usefulness of such data for nature conservation where timely information about animal movements is required. To...

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Autores principales: van der Wal, René, Zeng, Cheng, Heptinstall, Danny, Ponnamperuma, Kapila, Mellish, Chris, Ben, Stuart, Siddharthan, Advaith
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Netherlands 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4623868/
https://www.ncbi.nlm.nih.gov/pubmed/26508348
http://dx.doi.org/10.1007/s13280-015-0711-3
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author van der Wal, René
Zeng, Cheng
Heptinstall, Danny
Ponnamperuma, Kapila
Mellish, Chris
Ben, Stuart
Siddharthan, Advaith
author_facet van der Wal, René
Zeng, Cheng
Heptinstall, Danny
Ponnamperuma, Kapila
Mellish, Chris
Ben, Stuart
Siddharthan, Advaith
author_sort van der Wal, René
collection PubMed
description Analysis of satellite-telemetry data mostly occurs long after it has been collected, due to the time and effort needed to collate and interpret such material. Delayed reporting reduces the usefulness of such data for nature conservation where timely information about animal movements is required. To counter this problem, we present a novel approach which combines automated analysis of satellite-telemetry data with rapid communication of insights derived from such data. A relatively simple algorithm (based on radial and angular velocity calculated from fixes) allowed instantaneous detection of excursions away from settlement areas and automated calculation of home ranges on the remaining data. Automating the detection of both excursions and home-range calculations enabled us to disseminate ecological insights from satellite-tag data instantaneously through a dedicated web portal. The automated analysis, interpretation, and communication of satellite-tag and other ecological data offer clear benefits to nature conservation research and practice. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s13280-015-0711-3) contains supplementary material, which is available to authorized users.
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spelling pubmed-46238682015-10-30 Automated data analysis to rapidly derive and communicate ecological insights from satellite-tag data: A case study of reintroduced red kites van der Wal, René Zeng, Cheng Heptinstall, Danny Ponnamperuma, Kapila Mellish, Chris Ben, Stuart Siddharthan, Advaith Ambio Article Analysis of satellite-telemetry data mostly occurs long after it has been collected, due to the time and effort needed to collate and interpret such material. Delayed reporting reduces the usefulness of such data for nature conservation where timely information about animal movements is required. To counter this problem, we present a novel approach which combines automated analysis of satellite-telemetry data with rapid communication of insights derived from such data. A relatively simple algorithm (based on radial and angular velocity calculated from fixes) allowed instantaneous detection of excursions away from settlement areas and automated calculation of home ranges on the remaining data. Automating the detection of both excursions and home-range calculations enabled us to disseminate ecological insights from satellite-tag data instantaneously through a dedicated web portal. The automated analysis, interpretation, and communication of satellite-tag and other ecological data offer clear benefits to nature conservation research and practice. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s13280-015-0711-3) contains supplementary material, which is available to authorized users. Springer Netherlands 2015-10-27 2015-11 /pmc/articles/PMC4623868/ /pubmed/26508348 http://dx.doi.org/10.1007/s13280-015-0711-3 Text en © The Author(s) 2015 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
spellingShingle Article
van der Wal, René
Zeng, Cheng
Heptinstall, Danny
Ponnamperuma, Kapila
Mellish, Chris
Ben, Stuart
Siddharthan, Advaith
Automated data analysis to rapidly derive and communicate ecological insights from satellite-tag data: A case study of reintroduced red kites
title Automated data analysis to rapidly derive and communicate ecological insights from satellite-tag data: A case study of reintroduced red kites
title_full Automated data analysis to rapidly derive and communicate ecological insights from satellite-tag data: A case study of reintroduced red kites
title_fullStr Automated data analysis to rapidly derive and communicate ecological insights from satellite-tag data: A case study of reintroduced red kites
title_full_unstemmed Automated data analysis to rapidly derive and communicate ecological insights from satellite-tag data: A case study of reintroduced red kites
title_short Automated data analysis to rapidly derive and communicate ecological insights from satellite-tag data: A case study of reintroduced red kites
title_sort automated data analysis to rapidly derive and communicate ecological insights from satellite-tag data: a case study of reintroduced red kites
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4623868/
https://www.ncbi.nlm.nih.gov/pubmed/26508348
http://dx.doi.org/10.1007/s13280-015-0711-3
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