Multi-Isotopic (δ2H, δ13C, δ15N) Tracing of Molt Origin for Red-Winged Blackbirds Associated with Agro-Ecosystems
RESEARCH ARTICLE
Multi-Isotopic (δ2H, δ13C, δ15N) Tracing of Molt
Origin for Red-Winged Blackbirds Associated
with Agro-Ecosystems
Scott J. Werner1*, Keith A. Hobson2,3, Steven L. Van Wilgenburg4, Justin W. Fischer1
a11111
1 United States Department of Agriculture, Animal and Plant Health Inspection Service, Wildlife Services,
National Wildlife Research Center, 4101 LaPorte Avenue, Fort Collins, CO, United States of America, 80521,
2 Environment Canada, 11 Innovation Boulevard, Saskatoon, SK, Canada, S7N 3H5, 3 Department of
Biology, University of Western Ontario, 1151 Richmond St. N., London, ON, Canada, N6A 5B7,
4 Environment Canada, Prairie and Northern Wildlife Research Center, Canadian Wildlife Service, 115
Perimeter Road, Saskatoon, SK, Canada, S7N 0X4
*
Abstract
OPEN ACCESS
Citation: Werner SJ, Hobson KA, Van Wilgenburg
SL, Fischer JW (2016) Multi-Isotopic (δ2H, δ13C,
δ15N) Tracing of Molt Origin for Red-Winged
Blackbirds Associated with Agro-Ecosystems.
PLoS ONE 11(11): e0165996. doi:10.1371/journal.
pone.0165996
Editor: Roberto Ambrosini, Universita degli Studi di
Milano-Bicocca, ITALY
Received: February 28, 2016
Accepted: October 23, 2016
Published: November 15, 2016
Copyright: This is an open access article, free of all
copyright, and may be freely reproduced,
distributed, transmitted, modified, built upon, or
otherwise used by anyone for any lawful purpose.
The work is made available under the Creative
Commons CC0 public domain dedication.
Data Availability Statement: All relevant data are
within the paper and its Supporting Information File
(S1 Table) which can be publically accessed at
https://dx.doi.org/10.6084/m9.figshare.3860772.
Funding: SW and KH received Blue Sky Grant from
USDA’s National Wildlife Research Center for this
study. The funder had no role in study design, data
collection and analysis, decision to publish, or
preparation of the manuscript.
We analyzed stable-hydrogen (δ2H), carbon (δ13C) and nitrogen (δ 15N) isotope ratios in
feathers to better understand the molt origin and food habits of Red-winged Blackbirds (Agelaius phoeniceus) near sunflower production in the Upper Midwest and rice production in the
Mid-South of the United States. Outer primary feathers were used from 661 after-secondyear (ASY) male blackbirds collected in Minnesota, Montana, North Dakota and South
Dakota (spring collection), and Arkansas, Louisiana, Mississippi, Missouri and Texas (winter
collection). The best-fit model indicated that the combination of feather δ2H, δ13C and δ15N
best predicted the state of sample collections and thus supported the use of this approach
for tracing molt origins in Red-winged Blackbirds. When considering only birds collected in
spring, 56% of birds were classified to their collection state on the basis of δ2H and δ13C
alone. We then developed feather isoscapes for δ13C based upon these data and for δ2H
based upon continental patterns of δ2H in precipitation. We used 81 birds collected at the
ten independent sites for model validation. The spatially-explicit assignment of these 81
birds to the δ2H isoscape resulted in relatively high rates (~77%) of accurate assignment to
collection states. We also modeled the spatial extent of C3 (e.g. rice, sunflower) and C4
(corn, millet, sorghum) agricultural crops grown throughout the Upper Midwest and MidSouth United States to predict the relative use of C3- versus C4-based foodwebs among
sampled blackbirds. Estimates of C3 inputs to diet ranged from 50% in Arkansas to 27% in
Minnesota. As a novel contribution to blackbird conservation and management, we demonstrate how such feather isoscapes can be used to predict the molt origin and interstate
movements of migratory blackbirds for subsequent investigations of breeding biology (e.g.
sex-specific philopatry), agricultural depredation, feeding ecology, physiology of migration
and sensitivity to environmental change.
Competing Interests: The authors have declared
that no competing interests exist.
PLOS ONE | DOI:10.1371/journal.pone.0165996 November 15, 2016
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Multi-Isotopic Tracing of Molt Origin in Red-Winged Blackbirds
Introduction
Conservation and management of migratory wildlife is dependent upon our understanding of
species-specific spatial ecology, reproductive biology and sensitivity to environmental change.
Although generally abundant, some subpopulations of the Red-winged Blackbird (Agelaius
phoeniceus) have experienced declines since 1965 [1]. Although the Red-winged Blackbird
(hereafter blackbird) is one of the most studied wild birds in North America, current research
priorities for this species include sex-specific philopatry, net impacts to agricultural crop production, feeding ecology during the nonbreeding season and aspects of physiology related to
migration [2].
Producers of U.S. rice, corn and sunflower commodities have experienced agricultural
depredation caused primarily by blackbird damage to their newly-planted and ripening crops
[3, 4, 5]. Managing bird damage to agricultural crops by blackbirds within the U.S. currently
involves various lethal and non-lethal approaches as part of an integrated pest management
strategy [4]. Non-lethal management strategies include propane cannons, chemical repellents,
decoy crops and modified agricultural practices. Such practices include changing to crops not
affected by birds, synchronized planting or planting larger fields, delaying the plowing of harvested grains to provide alternative food, and herbicide and insecticide applications [4]. Lethal
management strategies often include the use of avicides and trapping at sites associated with
depredation. Clearly, the efficacy of each of these management strategies would be enhanced if
the subpopulations, movements and food habits of blackbirds associated with agro-ecosystems
could be identified and monitored.
Previous attempts at tracing movements of blackbirds associated with damage to agricultural crops involved use of fluorescent markers [6]. However, this approach and other conventional techniques such as banding are extremely limited as means of evaluating structure and
movement of small passerines at continental scales [7]. Reliable applications of cost-effective
methods are needed for blackbird control as are accurate evaluations of control efforts within
the context of the overall conservation and management of blackbirds. The use of intrinsic
markers such as naturally occurring stable isotopes of the light elements (carbon, nitrogen,
hydrogen, sulfur) in animal tissues provides an additional or complimentary means of tracking
migratory movements of birds and other animals that can be useful in species conservation
and management [8].
Stable-carbon (δ13C) and hydrogen (δ2H) isotope ratios in feathers were previously used to
delineate geographic origins among 64 blackbirds collected along a latitudinal gradient from
Louisiana, USA, to Saskatchewan, Canada [9]. Stable-hydrogen isotope values from primary
feathers (...truncated)