Quantifying flow-assistance and implications for movement research.

The impact that flows of air and water have on organisms moving through these environments has received a great deal of attention in theoretical and empirical studies. There are many behavioral strategies that animals can adopt to interact with these flows, and by assuming one of these strategies a researcher can quantify the instantaneous assistance an animal derives from a particular flow. Calculating flow-assistance in this way can provide an elegant simplification of a multivariate problem to a univariate one and has many potential uses; however, the resultant flow-assistance values are inseparably linked to the specific behavioral strategy assumed. We expect that flow-assistance may differ considerably depending on the behavioral strategy assumed and the accuracy of the assumptions associated with that strategy. Further, we expect that the magnitude of these differences may depend on the specific flow conditions. We describe equations to quantify flow-assistance of increasing complexity (i.e. more assumptions), focusing on the behavioral strategies assumed by each. We illustrate differences in suggested flow-assistance between these equations and calculate the sensitivity of each equation to uncertainty in its particular assumptions for a range of theoretical flow conditions. We then simulate trajectories that occur if an animal behaves according to the assumptions inherent in these equations. We find large differences in flow-assistance between the equations, particularly with increasing lateral flow and increasingly supportive axial flow. We find that the behavioral strategy assumed is generally more influential on the perception of flow-assistance than a small amount of uncertainty in the specification of an animal's speed (i.e. <5 ms(-1)) or preferred direction of movement (i.e. <10°). Using simulated trajectories, we show that differences between flow-assistance equations can accumulate over time and distance. The appropriateness and potential biases of an equation to quantify flow-assistance, and the behavioral assumptions the equation implies, must be considered in the context of the system being studied, particularly when interpreting results. Thus, we offer this framework for researchers to evaluate the suitability of a particular flow-assistance equation and assess the implications of its use.

[1]  S. Åkesson,et al.  Migratory Orientation of Passerines at Dusk, Night and Dawn , 2010 .

[2]  Bruno Bruderer,et al.  The air speed of migrating birds and its relationship to the wind , 1982, Behavioral Ecology and Sociobiology.

[3]  Felix Liechti,et al.  Modelling Optimal Heading and Airspeed of Migrating Birds in Relation to Energy Expenditure and Wind Influence , 1995 .

[4]  Kasper Thorup,et al.  The orientation system and migration pattern of long-distance migrants: conflict between model predictions and observed patterns , 2001 .

[5]  Thomas Alerstam,et al.  The problem of estimating wind drift in migrating birds. , 2002, Journal of theoretical biology.

[6]  C. Bost,et al.  Movements of foraging king penguins through marine mesoscale eddies , 2007, Proceedings of the Royal Society B: Biological Sciences.

[7]  T. Alerstam,et al.  Bird orientation: compensation for wind drift in migrating raptors is age dependent , 2003, Proceedings of the Royal Society of London. Series B: Biological Sciences.

[8]  Paolo Luschi,et al.  A review of long‐distance movements by marine turtles, and the possible role of ocean currents , 2003 .

[9]  A. Hedenström,et al.  Obligatory barrier crossing and adaptive fuel management in migratory birds: the case of the Atlantic crossing in Northern Wheatears (Oenanthe oenanthe) , 2008, Behavioral Ecology and Sociobiology.

[10]  B. Bruderer,et al.  The relevance of wind for optimal migration theory , 1998 .

[11]  A. Hedenström,et al.  STOPOVER DECISIONS UNDER WIND INFLUENCE , 1998 .

[12]  W. John Richardson,et al.  Timing and Amount of Bird Migration in Relation to Weather: A Review , 1978 .

[13]  R. W. Baird,et al.  Swim Speed and Acceleration Measurements of Short-Finned Pilot Whales (Globicephala macrorhynchus) in Hawai'i , 2011 .

[14]  K. Lohmann,et al.  Orientation to oceanic waves by green turtle hatchlings , 1992 .

[15]  Don R. Reynolds,et al.  Flight Orientation Behaviors Promote Optimal Migration Trajectories in High-Flying Insects , 2010, Science.

[16]  Heiko Schmaljohann,et al.  Body condition and wind support initiate the shift of migratory direction and timing of nocturnal departure in a songbird. , 2011, The Journal of animal ecology.

[17]  T. Alerstam,et al.  Nocturnal passerine migrants fly faster in spring than in autumn: a test of the time minimization hypothesis , 2012, Animal Behaviour.

[18]  S. Levin,et al.  Long‐distance biological transport processes through the air: can nature's complexity be unfolded in silico? , 2005 .

[19]  S. Åkesson,et al.  Wind selectivity of migratory flight departures in birds , 2000, Behavioral Ecology and Sociobiology.

[20]  Willem Bouten,et al.  RNCEP: global weather and climate data at your fingertips , 2012 .

[21]  G. Schofield,et al.  Ontogenetic development of migration: Lagrangian drift trajectories suggest a new paradigm for sea turtles , 2010, Journal of The Royal Society Interface.

[22]  Melissa S. Bowlin,et al.  Technology on the Move: Recent and Forthcoming Innovations for Tracking Migratory Birds , 2011 .

[23]  Willem Bouten,et al.  An operational model predicting autumn bird migration intensities for flight safety , 2007 .

[24]  Stephen T. Emlen,et al.  A TECHNIQUE FOR RECORDING MIGRATORY ORIENTATION OF CAPTIVE BIRDS , 1966 .

[25]  H. Ellegren Speed of migration and migratory flight lengths of passerine birds ringed during autumn migration in Sweden , 1993 .

[26]  H. Prange Energetics of swimming of a sea turtle. , 1976, The Journal of experimental biology.

[27]  Martin Wikelski,et al.  Going wild: what a global small-animal tracking system could do for experimental biologists , 2007, Journal of Experimental Biology.

[28]  T. Alerstam,et al.  Detours in bird migration. , 2001, Journal of theoretical biology.

[29]  Rory P. Wilson,et al.  Prying into the intimate details of animal lives: use of a daily diary on animals , 2008 .

[30]  T. Piersma,et al.  Budgeting the Flight of a Long-Distance Migrant: Changes in Nutrient Reserve Levels of Bar-Tailed Godwits at Successive Spring Staging Sites , 1990 .

[31]  Bruno Bruderer,et al.  The role of wind in passerine autumn migration between Europe and Africa , 2005 .

[32]  S. Åkesson,et al.  Nocturnal migratory flight initiation in reed warblers Acrocephalus scirpaceus: effect of wind on orientation and timing of migration , 2002 .

[33]  Bruno Bruderer,et al.  Altitude choice by night migrants in a desert area predicted by meteorological factors , 2008 .

[34]  V. Alistair Drake,et al.  Animal Orientation Strategies for Movement in Flows , 2011, Current Biology.

[35]  B. Bruderer,et al.  Orientation of passerine trans-Sahara migrants: the directional shift (‘Zugknick’) reconsidered for free-flying birds , 2012, Animal Behaviour.

[36]  Willem Bouten,et al.  Analyzing the effect of wind on flight: pitfalls and solutions , 2007, Journal of Experimental Biology.

[37]  V. Drake,et al.  The Influence of Atmospheric Structure and Motions on Insect Migration , 1988 .

[38]  F. Hernandez,et al.  A mean dynamic topography computed over the world ocean from altimetry, in situ measurements, and a geoid model , 2004 .

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

[40]  D. Rogers,et al.  A new algorithm quantifies the roles of wind and midge flight activity in the bluetongue epizootic in northwest Europe , 2012, Proceedings of the Royal Society B: Biological Sciences.

[41]  Willem Bouten,et al.  Wind selectivity and partial compensation for wind drift among nocturnally migrating passerines , 2012, Behavioral ecology : official journal of the International Society for Behavioral Ecology.

[42]  Roine Strandberg,et al.  Geographical and temporal flexibility in the response to crosswinds by migrating raptors , 2011, Proceedings of the Royal Society B: Biological Sciences.

[43]  R. Gibson Go with the flow: tidal migration in marine animals , 2003, Hydrobiologia.

[44]  M. Kanamitsu,et al.  NCEP–DOE AMIP-II Reanalysis (R-2) , 2002 .

[45]  Felix Liechti,et al.  Birds: blowin’ by the wind? , 2006, Journal of Ornithology.

[46]  R. Myers,et al.  Behaviour of leatherback sea turtles, Dermochelys coriacea, during the migratory cycle , 2005, Proceedings of the Royal Society B: Biological Sciences.

[47]  Travis W Horton,et al.  Straight as an arrow: humpback whales swim constant course tracks during long-distance migration , 2011, Biology Letters.

[48]  Thomas Alerstam,et al.  Optimal Bird Migration: The Relative Importance of Time, Energy, and Safety , 1990 .

[49]  M. Salmon,et al.  Orientation and swimming behavior of hatchling loggerhead turtles Caretta caretta L. during their offshore migration , 1987 .

[50]  K. Lohmann,et al.  Orientation Cues Used by Hatchling Loggerhead Sea Turtles (Caretta caretta L.) During their Offshore Migration , 2010 .

[51]  Sabrina Fossette,et al.  Marine animal behaviour: neglecting ocean currents can lead us up the wrong track , 2006, Proceedings of the Royal Society B: Biological Sciences.

[52]  B. Bruderer,et al.  Variation in the nocturnal flight behaviour of migratory birds along the northwest coast of the Mediterranean Sea , 2008 .

[53]  A. Hedenström,et al.  Optimal stopover decisions under wind influence: the effects of correlated winds. , 2000, Journal of theoretical biology.

[54]  W. Richardson,et al.  Wind and orientation of migrating birds: A review , 1990, Experientia.

[55]  David Brandes,et al.  Modeling raptor migration pathways using a fluid-flow analogy , 2004 .

[56]  Thomas Alerstam,et al.  Flight Speeds among Bird Species: Allometric and Phylogenetic Effects , 2007, PLoS biology.

[57]  Yossi Leshem,et al.  The use of thermals by soaring migrants , 1996 .

[58]  Jason W. Horn,et al.  Aeroecology: probing and modeling the aerosphere. , 2007, Integrative and comparative biology.

[59]  Thomas Alerstam,et al.  Wind as Selective Agent in Bird Migration , 1979 .

[60]  Nievergelt,et al.  Migratory directions of free-flying birds versus orientation in registration cages. , 1999, The Journal of experimental biology.

[61]  Christian Skov,et al.  Optimal Swimming Speed in Head Currents and Effects on Distance Movement of Winter-Migrating Fish , 2008, PloS one.

[62]  Thomas Alerstam,et al.  Convergent patterns of long-distance nocturnal migration in noctuid moths and passerine birds , 2011, Proceedings of the Royal Society B: Biological Sciences.

[63]  Bruno Bruderer,et al.  Flight characteristics of birds:: I. radar measurements of speeds , 2001 .

[64]  Bruno Bruderer,et al.  Wind and rain govern the intensity of nocturnal bird migration in central Europe: A log-linear regression analysis , 2002 .

[65]  C. J. Pennycuick,et al.  Modelling the Flying Bird , 2008 .

[66]  Theodore Castro-Santos,et al.  Optimal swim speeds for traversing velocity barriers: an analysis of volitional high-speed swimming behavior of migratory fishes , 2005, Journal of Experimental Biology.