Using high resolution GPS tracking data of bird flight for meteorological observations

AbstractBird flight is strongly influenced by local meteorological conditions. With increasing amounts of high-frequency GPS data of bird movement becoming available, as tags become cheaper and lighter, opportunities are created to obtain large datasets of quantitative meteorological information from observations conducted by bird-borne tags. In this article we propose a method for estimating wind velocity and convective velocity scale from tag-based high-frequency GPS data of soaring birds in flight.The flight patterns of soaring birds are strongly influenced by the interactions between atmospheric boundary layer processes and the morphology of the bird; climb rates depend on vertical air motion, flight altitude depends on boundary layer height, and drift off the bird’s flight path depends on wind speed and direction. We combine aerodynamic theory of soaring bird flight, the bird’s morphological properties, and three-dimensional GPS measurements at 3-s intervals to estimate the convective velocity scale ...

[1]  Roni Avissar,et al.  The Ocean-Land-Atmosphere Model (OLAM). Part I: Shallow-Water Tests , 2008 .

[2]  Anders Hedenström,et al.  Migration by soaring or flapping flight in birds: the relative importance of energy cost and speed , 1993 .

[3]  J. Shamoun‐Baranes,et al.  DIFFERENTIAL USE OF THERMAL CONVECTION BY SOARING BIRDS OVER CENTRAL ISRAEL , 2003 .

[4]  Philipp Berens,et al.  CircStat: AMATLABToolbox for Circular Statistics , 2009, Journal of Statistical Software.

[5]  A. Welch,et al.  New Soaring Pilot , 1968 .

[6]  Colin J Pennycuick,et al.  Gliding Flight of the White-Backed Vulture Gyps Africanus , 1971 .

[7]  Gil Bohrer,et al.  Estimating updraft velocity components over large spatial scales: contrasting migration strategies of golden eagles and turkey vultures. , 2012, Ecology letters.

[8]  P. Trathan,et al.  Heart rate and estimated energy expenditure of flapping and gliding in black-browed albatrosses , 2013, Journal of Experimental Biology.

[9]  J. Waldvogel,et al.  Flight Strategies of Migrating Hawks, Paul Kerlinger. University of Chicago Press, Chicago (1989), xv, +375. Price $60.00 hardback, $19.95 paperback , 1990 .

[10]  Alexei L. Vyssotski,et al.  How Cheap Is Soaring Flight in Raptors? A Preliminary Investigation in Freely-Flying Vultures , 2014, PloS one.

[11]  V. Tucker,et al.  Gliding Birds: The Effect of Variable Wing Span , 1987 .

[12]  Jiawei Han,et al.  Environmental drivers of variability in the movement ecology of turkey vultures (Cathartes aura) in North and South America , 2014, Philosophical Transactions of the Royal Society B: Biological Sciences.

[13]  George S. Young,et al.  Measurements Of Thermal Updraft Intensity Over Complex Terrain Using American White Pelicans And A Simple Boundary-Layer Forecast Model , 2002 .

[14]  J. Thepaut,et al.  The ERA‐Interim reanalysis: configuration and performance of the data assimilation system , 2011 .

[15]  Emily L. C. Shepard,et al.  Energy Beyond Food: Foraging Theory Informs Time Spent in Thermals by a Large Soaring Bird , 2011, PloS one.

[16]  Bruno Bruderer,et al.  Soaring Migration of Steppe Eagles Aquila nipalensis in Southern Israel: Flight behaviour under Various Wind and Thermal Conditions , 1996 .

[17]  D. Winkler,et al.  Migration path annotation: cross-continental study of migration-flight response to environmental conditions. , 2011, Ecological applications : a publication of the Ecological Society of America.

[18]  M. A. Fedak,et al.  Southern Ocean frontal structure and sea-ice formation rates revealed by elephant seals , 2008, Proceedings of the National Academy of Sciences.

[19]  P. Monestiez,et al.  Linking foraging behaviour to physical oceanographic structures: Southern elephant seals and mesoscale eddies east of Kerguelen Islands , 2010 .

[20]  Willem Bouten,et al.  A flexible GPS tracking system for studying bird behaviour at multiple scales , 2012, Journal of Ornithology.

[21]  E. V. van Loon,et al.  Integrating Meteorology into Research on Migration , 2010, Integrative and comparative biology.

[22]  W. Bouten,et al.  Regional and seasonal flight speeds of soaring migrants and the role of weather conditions at hourly and daily scales , 2015 .

[23]  Sergio A. Lambertucci,et al.  Energy Landscapes Shape Animal Movement Ecology , 2013, The American Naturalist.

[24]  R. Stull An Introduction to Boundary Layer Meteorology , 1988 .

[25]  E. Revilla,et al.  A movement ecology paradigm for unifying organismal movement research , 2008, Proceedings of the National Academy of Sciences.

[26]  T. Katzner,et al.  Flight responses by a migratory soaring raptor to changing meteorological conditions , 2012, Biology Letters.

[27]  E. V. van Loon,et al.  Understanding soaring bird migration through interactions and decisions at the individual level. , 2011, Journal of theoretical biology.

[28]  Christian Rutz,et al.  New frontiers in biologging science , 2009, Biology Letters.

[29]  D. Winkler,et al.  Movement ecology of migration in turkey vultures , 2008, Proceedings of the National Academy of Sciences.

[30]  Willem Bouten,et al.  UvA-DARE ( Digital Academic Repository ) How Predictability of Feeding Patches Affects Home Range and Foraging Habitat Selection in Avian Social Scavengers ? , 2012 .

[31]  R. Stull,et al.  Similarity Equations for Wind and Temperature Profiles in the Radix Layer, at the Bottom of the Convective Boundary Layer. , 2001 .

[32]  George S. Young,et al.  AMERICAN WHITE PELICAN SOARING FLIGHT TIMES AND ALTITUDES RELATIVE TO CHANGES IN THERMAL DEPTH AND INTENSITY , 2002 .

[33]  Martin Wikelski,et al.  Migration by soaring or flapping: numerical atmospheric simulations reveal that turbulence kinetic energy dictates bee-eater flight mode , 2011, Proceedings of the Royal Society B: Biological Sciences.

[34]  D. Lenschow,et al.  The role of thermals in the convective boundary layer , 1980 .

[35]  C. Mass,et al.  Surface Pressure Observations from Smartphones: A Potential Revolution for High-Resolution Weather Prediction? , 2014 .

[36]  Rory P. Wilson,et al.  Trends and perspectives in animal‐attached remote sensing , 2005 .

[37]  D. F. Marks,et al.  An introduction , 1988, Experientia.

[38]  Willem Bouten,et al.  Riding the tide: intriguing observations of gulls resting at sea during breeding , 2011 .

[39]  William P. Mahoney,et al.  Realizing the Potential of Vehicle-Based Observations , 2013 .

[40]  A. H. Woodcock Convection and soaring over the open sea , 1940 .

[41]  Yoav Dvir,et al.  The effect of wind, season and latitude on the migration speed of white storks Ciconia ciconia, along the eastern migration route , 2003 .

[42]  R. Kays,et al.  Flying with the wind: scale dependency of speed and direction measurements in modelling wind support in avian flight , 2013, Movement ecology.

[43]  P. Kerlinger Flight behaviour of sharp-shinned hawks during migration. II: Over water , 1984, Animal Behaviour.

[44]  Jiawei Han,et al.  The environmental-data automated track annotation (Env-DATA) system: linking animal tracks with environmental data , 2013, Movement Ecology.