{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,30]],"date-time":"2026-09-30T21:32:59Z","timestamp":1790803979988,"version":"4.1.0"},"reference-count":171,"publisher":"Wiley","issue":"1","license":[{"start":{"date-parts":[[2019,10,28]],"date-time":"2019-10-28T00:00:00Z","timestamp":1572220800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/onlinelibrary.wiley.com\/termsAndConditions#vor"}],"content-domain":{"domain":["besjournals.onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Journal of Animal Ecology"],"published-print":{"date-parts":[[2020,1]]},"abstract":"<jats:title>Abstract<\/jats:title>\n                  <jats:p>\n                    <jats:list>\n                      <jats:list-item>\n                        <jats:p>\n                          The advent of miniaturized biologging devices has provided ecologists with unprecedented opportunities to record animal movement across scales, and led to the collection of ever\u2010increasing quantities of tracking data. In parallel, sophisticated tools have been developed to process, visualize and analyse tracking data; however, many of these tools have proliferated in isolation, making it challenging for users to select the most appropriate method for the question in hand. Indeed, within the\n                          <jats:sc>r<\/jats:sc>\n                          software alone, we listed 58 packages created to deal with tracking data or \u2018tracking packages\u2019.\n                        <\/jats:p>\n                      <\/jats:list-item>\n                      <jats:list-item>\n                        <jats:p>\n                          Here, we reviewed and described each tracking package based on a workflow centred around tracking data (i.e. spatio\u2010temporal locations (\n                          <jats:italic>x<\/jats:italic>\n                          ,\n                          <jats:italic>y<\/jats:italic>\n                          ,\n                          <jats:italic>t<\/jats:italic>\n                          )), broken down into three stages: pre\u2010processing, post\u2010processing and analysis, the latter consisting of data visualization, track description, path reconstruction, behavioural pattern identification, space use characterization, trajectory simulation and others.\n                        <\/jats:p>\n                      <\/jats:list-item>\n                      <jats:list-item>\n                        <jats:p>Supporting documentation is key to render a package accessible for users. Based on a user survey, we reviewed the quality of packages' documentation and identified 11 packages with good or excellent documentation.<\/jats:p>\n                      <\/jats:list-item>\n                      <jats:list-item>\n                        <jats:p>\n                          Links between packages were assessed through a network graph analysis. Although a large group of packages showed some degree of connectivity (either depending on functions or suggesting the use of another tracking package), one third of the packages worked in isolation, reflecting a fragmentation in the\n                          <jats:sc>r<\/jats:sc>\n                          movement\u2010ecology programming community.\n                        <\/jats:p>\n                      <\/jats:list-item>\n                      <jats:list-item>\n                        <jats:p>Finally, we provide recommendations for users when choosing packages, and for developers to maximize the usefulness of their contribution and strengthen the links within the programming community.<\/jats:p>\n                      <\/jats:list-item>\n                    <\/jats:list>\n                  <\/jats:p>","DOI":"10.1111\/1365-2656.13116","type":"journal-article","created":{"date-parts":[[2019,10,6]],"date-time":"2019-10-06T04:38:27Z","timestamp":1570336707000},"page":"248-267","update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":119,"title":["Navigating through the\n                    <scp>r<\/scp>\n                    packages for movement"],"prefix":"10.1111","volume":"89","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0319-4210","authenticated-orcid":false,"given":"Roc\u00edo","family":"Joo","sequence":"first","affiliation":[{"name":"Department of Wildlife Ecology and Conservation Fort Lauderdale Research and Education Center University of Florida Fort Lauderdale FL USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8070-4715","authenticated-orcid":false,"given":"Matthew E.","family":"Boone","sequence":"additional","affiliation":[{"name":"Department of Wildlife Ecology and Conservation Fort Lauderdale Research and Education Center University of Florida Fort Lauderdale FL USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0644-6105","authenticated-orcid":false,"given":"Thomas A.","family":"Clay","sequence":"additional","affiliation":[{"name":"School of Environmental Sciences University of Liverpool Liverpool UK"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4498-944X","authenticated-orcid":false,"given":"Samantha C.","family":"Patrick","sequence":"additional","affiliation":[{"name":"School of Environmental Sciences University of Liverpool Liverpool UK"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8891-3597","authenticated-orcid":false,"given":"Susana","family":"Clusella\u2010Trullas","sequence":"additional","affiliation":[{"name":"Department of Botany and Zoology and Centre for Invasion Biology Stellenbosch University Stellenbosch South Africa"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9366-7127","authenticated-orcid":false,"given":"Mathieu","family":"Basille","sequence":"additional","affiliation":[{"name":"Department of Wildlife Ecology and Conservation Fort Lauderdale Research and Education Center University of Florida Fort Lauderdale FL USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","published-online":{"date-parts":[[2019,10,28]]},"reference":[{"key":"e_1_2_11_2_1","first-page":"227","article-title":"A miniature daylight level and activity data recorder for tracking animals over long periods","volume":"58","author":"Afanasyev V.","year":"2004","journal-title":"Memoirs of National Institute of Polar Research, Special Issue"},{"key":"e_1_2_11_3_1","volume-title":"argosTrack: Fit Movement models to argos data for marine animals","author":"Albertsen C. 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