Comparing inferences of solar geolocation data against high‐precision GPS data: annual movements of a double‐tagged black‐tailed godwit
Abstract
Annual routines of migratory birds inferred from archival solar geolocation devices have never before been confirmed using GPS technologies. A female black‐tailed godwit Limosa limosa limosa captured on the breeding grounds in the Netherlands in 2013 and recaptured in 2014 was outfitted with both an Intigeo geolocator and an UvA‐BiTS GPS‐tracker. The GPS positions show that, after its breeding season in 2013, the godwit flew 2035 km nonstop from the Netherlands to southern Spain. It then spent the entire nonbreeding season in the southern part of the Iberian Peninsula before returning to the Netherlands the following spring, stopping for 7 days in the delta of the Ebro River in Spain, and again for a day in central Belgium. To compare the geolocation and GPS data, we analysed the geolocation data with two open‐source software packages: one using a threshold method (GeoLight) and the other a template‐fit approach (FLightR). Estimates using GeoLight, on average, deviated from the individual's true position by 495.5 ± 1031.2 km (great circle distance with equinoxes excluded), while FLightR estimates deviated by 43.3 ± 51.5 km (great circle distance with equinoxes included). Arrival and departure schedules estimated by FLightR were within 12 h of those determined by the GPS tracker, whereas GeoLight's estimates were less precise. For the analysed track, FLightR represents an improvement over GeoLight; if true for other species and conditions, FLightR will hopefully help establish more precise and accurate uses of geolocation data in tracking studies. To aid future improvements in the analysis of solar geolocation data, we also provide the GPS and geolocation data files together with our R scripts as Supplementary material Appendix 1–6.
Citing Literature
Number of times cited according to CrossRef: 36
- Mo A. Verhoeven, A.H. Jelle Loonstra, Alice D. McBride, Joost M. Tinbergen, Rosemarie Kentie, Jos C.E.W. Hooijmeijer, Christiaan Both, Nathan R. Senner, Theunis Piersma, Variation in Egg Size of Black-Tailed Godwits, Ardea, 10.5253/arde.v107i3.a7, 107, 3, (291), (2020).
- A. Roberto-Charron, J. Kennedy, L. Reitsma, J. A. Tremblay, R. Krikun, K. A. Hobson, J. Ibarzabal, K. C. Fraser, Widely distributed breeding populations of Canada warbler (Cardellina canadensis) converge on migration through Central America, BMC Zoology, 10.1186/s40850-020-00056-4, 5, 1, (2020).
- Wieland Heim, Ramona J. Heim, Ilka Beermann, Oleg A. Burkovskiy, Yury Gerasimov, Pavel Ktitorov, Kiyoaki Ozaki, Ilya Panov, Martha Maria Sander, Sissel Sjöberg, Sergei M. Smirenski, Alexander Thomas, Anders Tottrup, Ivan M. Tyunov, Mikkel Willemoes, Norbert Hölzel, Kasper Thorup, Johannes Kamp, Using geolocator tracking data and ringing archives to validate citizen-science based seasonal predictions of bird distribution in a data-poor region, Global Ecology and Conservation, 10.1016/j.gecco.2020.e01215, (e01215), (2020).
- Chris P. F. Redfern, Richard M. Bevan, Use of sea ice by arctic terns Sterna paradisaea in Antarctica and impacts of climate change, Journal of Avian Biology, 10.1111/jav.02318, 51, 2, (2020).
- Ron Summers, Nick Christian, Brian Etheridge, Stuart Rae, Ian Cleasby, Snæbjörn Pálsson, Scottish-breeding Greenshanks Tringa nebularia do not migrate far , Bird Study, 10.1080/00063657.2020.1733488, (1-6), (2020).
- Jean-Baptiste Thiebot, Charles-André Bost, Timothée A. Poupart, Dominique Filippi, Susan M. Waugh, Extensive use of the high seas by Vulnerable Fiordland Penguins across non-breeding stages, Journal of Ornithology, 10.1007/s10336-020-01791-8, (2020).
- Simeon Lisovski, Silke Bauer, Martins Briedis, Sarah C. Davidson, Kiran L. Dhanjal‐Adams, Michael T. Hallworth, Julia Karagicheva, Christoph M. Meier, Benjamin Merkel, Janne Ouwehand, Lykke Pedersen, Eldar Rakhimberdiev, Amélie Roberto‐Charron, Nathaniel E. Seavy, Michael D. Sumner, Caz M. Taylor, Simon J. Wotherspoon, Eli S. Bridge, Light‐level geolocator analyses: A user's guide, Journal of Animal Ecology, 10.1111/1365-2656.13036, 89, 1, (221-236), (2019).
- Chris P. F. Redfern, Richard M. Bevan, Overland movement and migration phenology in relation to breeding of Arctic Terns Sterna paradisaea, Ibis, 10.1111/ibi.12723, 162, 2, (373-380), (2019).
- Ron W. Summers, A. Louise de Raad, Brian Bates, Brian Etheridge, Norman Elkins, Non‐breeding areas and timing of migration in relation to weather of Scottish‐breeding common sandpipers Actitis hypoleucos, Journal of Avian Biology, 10.1111/jav.01877, 50, 1, (2019).
- Daniel R Ruthrauff, T Lee Tibbitts, Robert E Gill, Flexible timing of annual movements across consistently used sites by Marbled Godwits breeding in Alaska, The Auk, 10.1093/auk/uky007, 136, 1, (2019).
- Klaus-Michael Exo, Franziska Hillig, Franz Bairlein, Migration routes and strategies of Grey Plovers (Pluvialis squatarola) on the East Atlantic Flyway as revealed by satellite tracking, Avian Research, 10.1186/s40657-019-0166-5, 10, 1, (2019).
- Heiko Schmaljohann, The start of migration correlates with arrival timing, and the total speed of migration increases with migration distance in migratory songbirds: a cross-continental analysis, Movement Ecology, 10.1186/s40462-019-0169-1, 7, 1, (2019).
- Mo A. Verhoeven, A. H. Jelle Loonstra, Nathan R. Senner, Alice D. McBride, Christiaan Both, Theunis Piersma, Variation From an Unknown Source: Large Inter-individual Differences in Migrating Black-Tailed Godwits, Frontiers in Ecology and Evolution, 10.3389/fevo.2019.00031, 7, (2019).
- Nathan R. Senner, Mo A. Verhoeven, José M. Abad-Gómez, José A. Alves, Jos C. E. W. Hooijmeijer, Ruth A. Howison, Rosemarie Kentie, A. H. Jelle Loonstra, José A. Masero, Afonso Rocha, Maria Stager, Theunis Piersma, High Migratory Survival and Highly Variable Migratory Behavior in Black-Tailed Godwits, Frontiers in Ecology and Evolution, 10.3389/fevo.2019.00096, 7, (2019).
- Emma Blackburn, Malcolm Burgess, Benedictus Freeman, Alice Risely, Arin Izang, Sam Ivande, Chris Hewson, Will Cresswell, Light stalks increase the precision and accuracy of non-breeding locations calculated from geolocator tags: a field test from a long-distance migrant, Bird Study, 10.1080/00063657.2019.1690421, (1-13), (2019).
- Gunnar R. Kramer, David E. Andersen, David A. Buehler, Petra B. Wood, Sean M. Peterson, Justin A. Lehman, Kyle R. Aldinger, Lesley P. Bulluck, Sergio Harding, John A. Jones, John P. Loegering, Curtis Smalling, Rachel Vallender, Henry M. Streby, Population trends in Vermivora warblers are linked to strong migratory connectivity , Proceedings of the National Academy of Sciences, 10.1073/pnas.1718985115, 115, 14, (E3192-E3200), (2018).
- Emily A. McKinnon, Oliver P. Love, Ten years tracking the migrations of small landbirds: Lessons learned in the golden age of bio-logging, The Auk, 10.1642/AUK-17-202.1, 135, 4, (834-856), (2018).
- Heiko Schmaljohann, Proximate mechanisms affecting seasonal differences in migration speed of avian species, Scientific Reports, 10.1038/s41598-018-22421-7, 8, 1, (2018).
- Luke R. Halpin, Ingrid L. Pollet, Christopher Lee, Ken H. Morgan, Harry R. Carter, Year‐round movements of sympatric Fork‐tailed (Oceanodroma furcata) and Leach's (O. leucorhoa) storm‐petrels, Journal of Field Ornithology, 10.1111/jofo.12255, 89, 3, (207-220), (2018).
- Max L. Witynski, David N. Bonter, Crosswise migration by Yellow Warblers, Nearctic‐Neotropical passerine migrants, Journal of Field Ornithology, 10.1111/jofo.12237, 89, 1, (37-46), (2018).
- Tong Mu, Pavel S. Tomkovich, Egor Y. Loktionov, Evgeny E. Syroechkovskiy, David S. Wilcove, Migratory routes of red‐necked phalaropes Phalaropus lobatus breeding in southern Chukotka revealed by geolocators, Journal of Avian Biology, 10.1111/jav.01853, 49, 7, (2018).
- H Schultz, RJ Hohnhold, GA Taylor, SJ Bury, T Bliss, SMH Ismar, AC Gaskett, CD Millar, TE Dennis, Non-breeding distribution and activity patterns in a temperate population of brown skua, Marine Ecology Progress Series, 10.3354/meps12720, 603, (215-226), (2018).
- Jeanine M. Refsnider, Song S. Qian, Henry M. Streby, Sarah E. Carter, Ian T. Clifton, Adam D. Siefker, Tyara K. Vazquez, Reciprocally transplanted lizards along an elevational gradient match light environment use of local lizards via phenotypic plasticity, Functional Ecology, 10.1111/1365-2435.13071, 32, 5, (1227-1236), (2018).
- Dieter Hiemer, Volker Salewski, Wolfgang Fiedler, Steffen Hahn, Simeon Lisovski, First tracks of individual Blackcaps suggest a complex migration pattern, Journal of Ornithology, 10.1007/s10336-017-1490-3, 159, 1, (205-210), (2017).
- Heiko Schmaljohann, Simeon Lisovski, Franz Bairlein, Flexible reaction norms to environmental variables along the migration route and the significance of stopover duration for total speed of migration in a songbird migrant, Frontiers in Zoology, 10.1186/s12983-017-0203-3, 14, 1, (2017).
- Kevin J. Kardynal, Keith A. Hobson, The pull of the Central Flyway? Veeries breeding in western Canada migrate using an ancestral eastern route, Journal of Field Ornithology, 10.1111/jofo.12207, 88, 3, (262-273), (2017).
- Allison K. Pierce, Stephen J. Dinsmore, Dennis Jorgensen, Michael B. Wunder, Migration routes and timing of Mountain Plovers revealed by geolocators, Journal of Field Ornithology, 10.1111/jofo.12184, 88, 1, (30-38), (2017).
- Nathan W. Cooper, Michael T. Hallworth, Peter P. Marra, Light‐level geolocation reveals wintering distribution, migration routes, and primary stopover locations of an endangered long‐distance migratory songbird, Journal of Avian Biology, 10.1111/jav.01096, 48, 2, (209-219), (2017).
- K. C. Fraser, A. Shave, A. Savage, A. Ritchie, K. Bell, J. Siegrist, J. D. Ray, K. Applegate, M. Pearman, Determining fine‐scale migratory connectivity and habitat selection for a migratory songbird by using new GPS technology, Journal of Avian Biology, 10.1111/jav.01091, 48, 3, (339-345), (2017).
- Eli S. Bridge, Jeremy D. Ross, Andrea J. Contina, Jeffrey F. Kelly, Using Agent-Based Models to Scale from Individuals to Populations, Aeroecology, 10.1007/978-3-319-68576-2, (259-275), (2017).
- Noah G. Perlut, Thomas C. Klak, Eldar Rakhimberdiev, Geolocator Data Reveal the Migration Route and Wintering Location of a Caribbean Martin ( Progne dominicensis ) , The Wilson Journal of Ornithology, 10.1676/16-142.1, 129, 3, (605-610), (2017).
- Gunnar R. Kramer, Henry M. Streby, Sean M. Peterson, Justin A. Lehman, David A. Buehler, Petra B. Wood, Darin J. McNeil, Jeffery L. Larkin, David E. Andersen, Nonbreeding isolation and population-specific migration patterns among three populations of Golden-winged Warblers, The Condor, 10.1650/CONDOR-16-143.1, 119, 1, (108-121), (2017).
- Eldar Rakhimberdiev, Anatoly Saveliev, Theunis Piersma, Julia Karagicheva, FLightR: an r package for reconstructing animal paths from solar geolocation loggers, Methods in Ecology and Evolution, 10.1111/2041-210X.12765, 8, 11, (1482-1487), (2017).
- Heiko Schmaljohann, Christiaan Both, The limits of modifying migration speed to adjust to climate change, Nature Climate Change, 10.1038/nclimate3336, 7, 8, (573-576), (2017).
- Andrew S. Johnson, Johanna Perz, Erica Nol, Nathan R. Senner, Dichotomous strategies? The migration of Whimbrels breeding in the eastern Canadian sub‐Arctic, Journal of Field Ornithology, 10.1111/jofo.12173, 87, 4, (371-383), (2016).
- Emily L. Weiser, Richard B. Lanctot, Stephen C. Brown, José A. Alves, Phil F. Battley, Rebecca Bentzen, Joël Bêty, Mary Anne Bishop, Megan Boldenow, Loïc Bollache, Bruce Casler, Maureen Christie, Jonathan T. Coleman, Jesse R. Conklin, Willow B. English, H. River Gates, Olivier Gilg, Marie-Andrée Giroux, Ken Gosbell, Chris Hassell, Jim Helmericks, Andrew Johnson, Borgný Katrínardóttir, Kari Koivula, Eunbi Kwon, Jean-Francois Lamarre, Johannes Lang, David B. Lank, Nicolas Lecomte, Joe Liebezeit, Vanessa Loverti, Laura McKinnon, Clive Minton, David Mizrahi, Erica Nol, Veli-Matti Pakanen, Johanna Perz, Ron Porter, Jennie Rausch, Jeroen Reneerkens, Nelli Rönkä, Sarah Saalfeld, Nathan Senner, Benoît Sittler, Paul A. Smith, Kristine Sowl, Audrey Taylor, David H. Ward, Stephen Yezerinac, Brett K. Sandercock, Effects of geolocators on hatching success, return rates, breeding movements, and change in body mass in 16 species of Arctic-breeding shorebirds, Movement Ecology, 10.1186/s40462-016-0077-6, 4, 1, (2016).




