A test of geographic assignment using isotope tracers in feathers of known origin (original) (raw)
Abstract
We used feathers of known origin collected from across the breeding range of a migratory shorebird to test the use of isotope tracers for assigning breeding origins. We analyzed δD, δ13C, and δ15N in feathers from 75 mountain plover (Charadrius montanus) chicks sampled in 2001 and from 119 chicks sampled in 2002. We estimated parameters for continuous-response inverse regression models and for discrete-response Bayesian probability models from data for each year independently. We evaluated model predictions with both the training data and by using the alternate year as an independent test dataset. Our results provide weak support for modeling latitude and isotope values as monotonic functions of one another, especially when data are pooled over known sources of variation such as sample year or location. We were unable to make even qualitative statements, such as north versus south, about the likely origin of birds using both δD and δ13C in inverse regression models; results were no better than random assignment. Probability models provided better results and a more natural framework for the problem. Correct assignment rates were highest when considering all three isotopes in the probability framework, but the use of even a single isotope was better than random assignment. The method appears relatively robust to temporal effects and is most sensitive to the isotope discrimination gradients over which samples are taken. We offer that the problem of using isotope tracers to infer geographic origin is best framed as one of assignment, rather than prediction.
Access this article
Subscribe and save
- Starting from 10 chapters or articles per month
- Access and download chapters and articles from more than 300k books and 2,500 journals
- Cancel anytime View plans
Buy Now
Price excludes VAT (USA)
Tax calculation will be finalised during checkout.
Instant access to the full article PDF.
Similar content being viewed by others
References
- Burnham KP, Anderson DR (2002) Model selection and multi-model inference: a practical information-theoretic approach, 2nd edn. Springer, Berlin Heidelberg New York
Google Scholar - Caccamise DF, Reed LM, Castellie PM, Wainwright S, Nichols TC (2000) Distinguishing migratory and resident Canada Geese using stable isotope analysis. J Wildl Manage 64:1084–1091
Article Google Scholar - Chamberlain CP, Blum JD, Holmes RT, Feng X, Sherry TW, Graves GR (1997) The use of isotope tracers for identifying populations of migratory birds. Oecologia 109:132–141
Article Google Scholar - Chamberlain CP, Bensch S, Feng X, Akesson S, Andersson T (2000) Stable isotopes examined across a migratory divide in Scandinavian willow warblers (Phylloscopus trochilus trochilus and Phylloscopus trochilus acredula) reflect their African winter quarters. Proc R Soc Lond B 267:43–48
Article CAS Google Scholar - Evans KL, Waldron S, Bradbury RB (2003) Segregation in the African wintering ranges of English and Swiss swallow Hirundo rustica populations: a stable isotope study. Bird Stud 50:294–299
Article Google Scholar - Fry B, Brand W, Mersch FJ, Tholke K, Garritt R (1992) Automated analysis system for coupled δ13C and δ15N measurements. Anal Chem 64:288–291
Article CAS Google Scholar - Gannes LZ, O’Brien DM, Martinez del Rio C (1997) Stable isotopes in animal ecology: assumptions, caveats, and a call for more laboratory experiments. Ecology 78:1271–1276
Article Google Scholar - Gill JA, Norris K, Potts PM, Gunnarsson TG, Atkinson PW, Sutherland WJ (2001) The buffer effect and large-scale population regulation in migratory birds. Nature 412:436–438
Article PubMed CAS Google Scholar - Graves GR, Romanek CS, Navarro AR (2002) Stable isotope signature of philopatry and dispersal in a migratory songbird. Proc Natl Acad Sci USA 99:8096–8100
Article PubMed CAS Google Scholar - Hebert CE, Wassenaar LI (2001) Stable nitrogen isotopes in waterfowl feathers reflect agricultural land use in western Canada. Environ Sci Technol 35:3482–3487
Article PubMed CAS Google Scholar - Hobson KA (1999) Stable-carbon and nitrogen ratios of songbird feathers grown in two terrestrial biomes: implications for evaluating trophic relationships and breeding origins. Condor 101:799–805
Article Google Scholar - Hobson KA, Wassenaar LI (1997) Linking breeding and wintering grounds of neotropical migrant songbirds using stable hydrogen isotopic analysis of feathers. Oecologia 109:142–148
Article Google Scholar - Hobson KA, Wassenaar LI (2001) A stable isotope approach to delineating population structure in migratory wildlife in North America: an example using the loggerhead shrike. Ecol Appl 11:1545–1553
Article Google Scholar - Hobson KA, Alisauskas RT, Clark RG (1993) Stable-nitrogen isotope enrichment in avian tissues due to fasting and nutritional stress: implications for isotopic analysis of diet. Condor 97:752–762
Article Google Scholar - Hobson KA, Atwell L, Wassenaar LI (1999) Influence of drinking water and diet on the stable-hydrogen isotope ratios of animal tissues. Proc Natl Acad Sci USA 96:8003–8006
Article PubMed CAS Google Scholar - Hobson KA, Wassenaar LI, Bayne E (2004) Using isotopic variance to detect long-distance dispersal and philopatry in birds: an example with ovenbirds and American redstarts. Condor 106:732–743
Article Google Scholar - Kelly JF, Atudorei V, Sharp ZD, Finch DM (2002) Insights into Wilson’s warbler migration from analyses of hydrogen stable-isotope ratios. Oecologia 130:216–221
Google Scholar - Knopf FL (1996) Mountain plover (Charadrius montanus). In: Poole A, Gill F (eds) The birds of North America, vol 211. The Academy of Natural Sciences, Philadephia, PA, and The American Ornitholigsts’ Union, Washington
- Knopf FL, Rupert JR (1996) Productivity and movements of mountain plovers breeding in Colorado. Wilson Bull 108:28–35
Google Scholar - Knopf FL, Rupert JR (1999) Use of cultivated fields by breeding mountain plovers in Colorado. In: Vickery PD, Herkert JR (eds) Studies in avian biology, vol 19, Cooper Ornithological Society and Allen Press, Kansas, pp 81–86
- Körner C, Farquhar GD, Wong SC (1991) Carbon isotope discrimination by plants follows latitudinal and altitudinal trends. Oecologia 74:623–632
Article Google Scholar - Lott CA, Meehan TD, Heath JA (2003) Estimating the latitudinal origins of migratory birds using hydrogen and sulfur stable isotopes in feathers: influence of marine prey base. Oecologia 134:505–510
PubMed Google Scholar - Marra PP, Hobson KA, Holmes RT (1998) Linking winter and summer events in a migratory bird by using stable-carbon isotopes. Science 267:1340–1343
Google Scholar - McKechnie AE, Wolf BO, Martinez del Rio C (2004) Deuterium stable isotope ratios as tracers of water resource use: an experimental test with rock doves. Oecologia 140:191–200
Article PubMed Google Scholar - Meehan TD, Lott CA, Sharp ZD, Smith RB, Rosenfield RN, Stewart AC, Murphy RK (2001) Using hydrogen isotope geochemistry to estimate the natal latitudes of immature Cooper’s Hawks migrating through the Florida Keys. Condor 103:11–20
Article Google Scholar - Meehan TD, Giermakowski JT, Cryan PM (2004) GIS-based model of stable hydrogen isotope ratios in North American precipitation for use in animal movement studies. Isotopes Environ Health Stud 40:291–300
Article PubMed CAS Google Scholar - Norris DR, Marra PP, Kyser TK, Sherry TW, Ratcliffe LM (2004) Tropical winter habitat limits reproductive success on the temperate breeding grounds in a migratory bird. Proc R Soc Lond B 271:59–64
Article Google Scholar - Pain DJ, Green RE, Gießing B, Kozulin A, Poluda A, Ottosson U, Flade M, Hilton GM (2004) Using stable isotopes to investigate migratory connectivity of the globally threatened aquatic warbler Acrocephalus paludicola. Oecologia 138:168–174
Article PubMed Google Scholar - Rocque DA (2003) Intrinsic markers in avian populations: explorations in stable isotopes, contaminants, and genetics. PhD Dissertations, University of Alaska
- Royle JA, Rubenstein DR (2004) The role of species abundance in determining the breeding origins of migratory birds using stable isotopes. Ecol Appl 14:1780–1788
Article Google Scholar - Rubenstein DR, Chamberlain CP, Holmes RT, Ayers MP, Waldbauer JR, Graves GR, Tuross NC (2002) Linking breeding and wintering ranges of a migratory songbird using stable isotopes. Science 295:1062–1065
Article PubMed CAS Google Scholar - Schekkerman H, Visser GH (2001) Prefledging energy requirements in shorebirds: energetic implications of self-feeding precocial development. Auk 118:944–957
Article Google Scholar - Smith BN, Epstein S (1971) Two categories of 13C/12C ratios for higher plants. Plant Physiol 47:380–384
PubMed CAS Google Scholar - Smith RB, Meehan TD, Wolf BO (2003) Assessing migration patterns of sharp-shinned hawks Accipiter striatus using stable-isotope and band encounter analysis. J Avian Biol 34:387–392
Article Google Scholar - Wassenaar LI, Hobson KA (2000) Stable carbon and hydrogen isotope ratios reveal breeding origins of red-winged blackbirds. Ecol Appl 10:911–916
Article Google Scholar - Wassenaar LI, Hobson KA (2001) A stable isotope approach to delineate geographical catchment areas of avian migration monitoring stations in North America. Environ Sci Technol 35:1845–1850
Article PubMed CAS Google Scholar - Wassenaar LI, Hobson KA (2003) Comparative equilibration and online technique for determination of non-exchangeable hydrogen of keratins for animal migration studies. Isotopes Environ Health Stud 39:211–217
Article PubMed CAS Google Scholar - Webster MS, Marra PP, Haig SM, Bensch S, Holmes RT (2002) Links between worlds: unraveling migratory connectivity. Trends Ecol Evol 17:76–83
Article Google Scholar
Acknowledgements
We thank T. Allen, L. Blackburn, A. Brees, C. Cook, S.J. Dinsmore, V.J. Dreitz, M. Margulies, T.D. McCoy, C. Mettenbrink, P. Osterle, R.E. Plumb, and S. Schneider for assistance in collecting feathers. C.E. Bern, S.M. Mahal, M. Mikan, and A. Schulte provided laboratory assistance. We are grateful to J.S. Clark, J.F. Kelly, J.A. Royle, and B.R. Noon for helpful discussions. Funding was provided by grants from the US Geological Survey and Colorado Division of Wildlife. Critical review and comments from M. Ben-David, J.F. Kelly, and an anonymous reviewer improved this manuscript. The capture and handling of mountain plovers during this study were accomplished under the regulatory authority of the U.S. Fish and Wildlife Service and in compliance with the Colorado State University Animal Care and Use Committee (protocol#00-049A-02).
Author information
Authors and Affiliations
- Graduate Degree Program in Ecology, Department of Fishery and Wildlife Biology, Colorado State University, Fort Collins, CO, 80523, USA
Michael B. Wunder - U.S. Geological Survey, Stable Isotope Lab, P. O. Box 25046, Denver, CO, 80225, USA
Cynthia L. Kester & Robert O. Rye - U.S. Geological Survey, 2150 Centre Avenue, Building C, Fort Collins, CO, 80526, USA
Fritz L. Knopf
Authors
- Michael B. Wunder
- Cynthia L. Kester
- Fritz L. Knopf
- Robert O. Rye
Corresponding author
Correspondence toMichael B. Wunder.
Additional information
Communicated by Jim Ehleringer
Rights and permissions
About this article
Cite this article
Wunder, M.B., Kester, C.L., Knopf, F.L. et al. A test of geographic assignment using isotope tracers in feathers of known origin.Oecologia 144, 607–617 (2005). https://doi.org/10.1007/s00442-005-0071-y
- Received: 15 September 2004
- Accepted: 18 February 2005
- Published: 13 April 2005
- Issue date: August 2005
- DOI: https://doi.org/10.1007/s00442-005-0071-y