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Modelling the progression of bird migration with conditional autoregressive models applied to ringing data.
Roberto Ambrosini1, Riccardo Borgoni2, Diego Rubolini3
1Dipartimento di Biotecnologie e Bioscienze, Università degli Studi di Milano-Bicocca, Milano, Italy.
Bird migration timing, analyzed using 100 years of Barn Swallow (Hirundo rustica) ring recoveries, shows no significant spring advancement but a notable autumn migration shift in southern Europe.
Area of Science:
- Ornithology
- Ecology
- Conservation Biology
Background:
- Bird migration is a critical life-history trait influenced by selective pressures.
- Ring recovery databases are essential for studying migration patterns and changes over time.
- The Barn Swallow (Hirundo rustica) is a widely studied migratory bird species.
Purpose of the Study:
- To model the progression of Barn Swallow migration across Europe using historical ring recovery data.
- To investigate changes in migration timing over three distinct time periods (1908-2008).
- To assess regional variations in migration phenology.
Main Methods:
- Utilized a century of Barn Swallow (Hirundo rustica) ring recovery data from Europe (1908-2008).
- Employed binomial conditional autoregressive (CAR) mixed models to analyze migration timing and progression.
- Expanded analyses from the British Isles to western Europe and north Africa.
Main Results:
- Generated migration progression maps accurately reflecting local and regional patterns.
- Found no significant advancement in spring migration across Europe.
- Observed a significant advancement in autumn migration timing specifically in southern Europe.
Conclusions:
- The developed modeling approach offers a robust method for analyzing migration phenology using ring recovery data.
- Migration timing analysis revealed distinct regional shifts, particularly an earlier autumn migration in southern Europe.
- Findings contribute to understanding long-term impacts on migratory bird populations and inform conservation strategies.
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