title: Integrating meteorology into research on migration.
abstract: Atmospheric dynamics strongly influence the migration of flying organisms. They affect, among others, the onset, duration and cost of migration, migratory routes, stop-over decisions, and flight speeds en-route. Animals move through a heterogeneous environment and have to react to atmospheric dynamics at different spatial and temporal scales. Integrating meteorology into research on migration is not only challenging but it is also important, especially when trying to understand the variability of the various aspects of migratory behavior observed in nature. In this article, we give an overview of some different modeling approaches and we show how these have been incorporated into migration research. We provide a more detailed description of the development and application of two dynamic, individual-based models, one for waders and one for soaring migrants, as examples of how and why to integrate meteorology into research on migration. We use these models to help understand underlying mechanisms of individual response to atmospheric conditions en-route and to explain emergent patterns. This type of models can be used to study the impact of variability in atmospheric dynamics on migration along a migratory trajectory, between seasons and between years. We conclude by providing some basic guidelines to help researchers towards finding the right modeling approach and the meteorological data needed to integrate meteorology into their own research.
authors.affiliation: Computational Geo-Ecology, Institute for Biodiversity and Ecosystem Dynamics, University of Amsterdam, P.O. Box 94248, 1090 GE Amsterdam, The Netherlands. shamoun@uva.nl
authors.forename: Judy
authors.initials: J
authors.lastname: Shamoun-Baranes
authors.forename: Willem
authors.initials: W
authors.lastname: Bouten
authors.forename: E Emiel
authors.initials: EE
authors.lastname: van Loon
mesh_terms: D025041:Animal Migration / Q000502:physiology*; D000818:Animals; D001522:Behavior, Animal / Q000502:physiology; D001717:Birds; D004777:Environment; D055904:Meteorology; D008954:Models, Biological; D012106:Research / Q000639:trends*; D012621:Seasons
references.citation: Biol Lett. 2009 Jun 23;5(3):289-92
references.pmid: 19324624
references.citation: Bull Entomol Res. 2005 Jun;95(3):259-74
references.pmid: 15960880
references.citation: Proc Natl Acad Sci U S A. 2008 Dec 9;105(49):19052-9
references.pmid: 19060196
references.citation: J Exp Biol. 2007 Jan;210(Pt 2):181-6
references.pmid: 17210955
references.citation: Proc Biol Sci. 2003 Aug 7;270 Suppl 1:S8-11
references.pmid: 12952622
references.citation: J Anim Ecol. 2007 Sep;76(5):888-98
references.pmid: 17714267
references.citation: Integr Comp Biol. 2010 Sep;50(3):261-79
references.pmid: 21558203
references.citation: Proc Biol Sci. 2003 Feb 7;270(1512):233-40
references.pmid: 12614571
references.citation: Integr Comp Biol. 2008 Jul;48(1):1-11
references.pmid: 21669768
references.citation: Trends Ecol Evol. 1997 Apr;12(4):134-8
references.pmid: 21238009
references.citation: Science. 2006 Jun 30;312(5782):1959-61
references.pmid: 16809542
references.citation: Integr Comp Biol. 2009 Jul;49(1):7-14
references.pmid: 21669841
references.citation: Int J Biometeorol. 2006 Mar;50(4):193-204
references.pmid: 16432728
references.citation: J R Soc Interface. 2009 Jan 6;6(30):87-95
references.pmid: 18611845
references.citation: Anim Behav. 1998 Nov;56(5):1185-1197
references.pmid: 9819335
references.citation: Integr Comp Biol. 2008 Jul;48(1):99-106
references.pmid: 21669776
references.citation: Integr Comp Biol. 2008 Jul;48(1):119-33
references.pmid: 21669778
references.citation: Nature. 2004 Jul 1;430(6995):71-5
references.pmid: 15229599
references.citation: Science. 2010 Feb 5;327(5966):682-5
references.pmid: 20133570
references.citation: Proc Biol Sci. 2009 Feb 7;276(1656):447-57
references.pmid: 18974033
references.citation: J Anim Ecol. 2009 Sep;78(5):990-1001
references.pmid: 19572960
references.citation: Biol Lett. 2006 Sep 22;2(3):325-9
references.pmid: 17148394
references.citation: Integr Comp Biol. 2008 Jul;48(1):12-23
references.pmid: 21669769
references.citation: Science. 2009 Feb 13;323(5916):896
references.pmid: 19213909
references.citation: J Anim Ecol. 2008 Jul;77(4):654-60
references.pmid: 18397249
references.citation: Proc Biol Sci. 2010 May 22;277(1687):1505-11
references.pmid: 20071381
references.citation: Proc Natl Acad Sci U S A. 2008 Dec 9;105(49):19102-7
references.pmid: 19060195
references.citation: Curr Biol. 2008 Apr 8;18(7):514-8
references.pmid: 18394893
references.citation: Biol Lett. 2009 Aug 23;5(4):433-5
references.pmid: 19465574