Skip to main content
  • Submit
  • About
    • Editorial Board
    • PNAS Staff
    • FAQ
    • Rights and Permissions
    • Site Map
  • Contact
  • Journal Club
  • Subscribe
    • Subscription Rates
    • Subscriptions FAQ
    • Open Access
    • Recommend PNAS to Your Librarian
  • Log in
  • My Cart

Main menu

  • Home
  • Articles
    • Current
    • Latest Articles
    • Special Features
    • Colloquia
    • Collected Articles
    • PNAS Classics
    • Archive
  • Front Matter
  • News
    • For the Press
    • Highlights from Latest Articles
    • PNAS in the News
  • Podcasts
  • Authors
    • Information for Authors
    • Purpose and Scope
    • Editorial and Journal Policies
    • Submission Procedures
    • For Reviewers
    • Author FAQ
  • Submit
  • About
    • Editorial Board
    • PNAS Staff
    • FAQ
    • Rights and Permissions
    • Site Map
  • Contact
  • Journal Club
  • Subscribe
    • Subscription Rates
    • Subscriptions FAQ
    • Open Access
    • Recommend PNAS to Your Librarian

User menu

  • Log in
  • My Cart

Search

  • Advanced search
Home
Home

Advanced Search

  • Home
  • Articles
    • Current
    • Latest Articles
    • Special Features
    • Colloquia
    • Collected Articles
    • PNAS Classics
    • Archive
  • Front Matter
  • News
    • For the Press
    • Highlights from Latest Articles
    • PNAS in the News
  • Podcasts
  • Authors
    • Information for Authors
    • Purpose and Scope
    • Editorial and Journal Policies
    • Submission Procedures
    • For Reviewers
    • Author FAQ

New Research In

Physical Sciences

Featured Portals

  • Physics
  • Chemistry
  • Sustainability Science

Articles by Topic

  • Applied Mathematics
  • Applied Physical Sciences
  • Astronomy
  • Computer Sciences
  • Earth, Atmospheric, and Planetary Sciences
  • Engineering
  • Environmental Sciences
  • Mathematics
  • Statistics

Social Sciences

Featured Portals

  • Anthropology
  • Sustainability Science

Articles by Topic

  • Economic Sciences
  • Environmental Sciences
  • Political Sciences
  • Psychological and Cognitive Sciences
  • Social Sciences

Biological Sciences

Featured Portals

  • Sustainability Science

Articles by Topic

  • Agricultural Sciences
  • Anthropology
  • Applied Biological Sciences
  • Biochemistry
  • Biophysics and Computational Biology
  • Cell Biology
  • Developmental Biology
  • Ecology
  • Environmental Sciences
  • Evolution
  • Genetics
  • Immunology and Inflammation
  • Medical Sciences
  • Microbiology
  • Neuroscience
  • Pharmacology
  • Physiology
  • Plant Biology
  • Population Biology
  • Psychological and Cognitive Sciences
  • Sustainability Science
  • Systems Biology
Research Article

Fat, weather, and date affect migratory songbirds’ departure decisions, routes, and time it takes to cross the Gulf of Mexico

Jill L. Deppe, Michael P. Ward, Rachel T. Bolus, Robert H. Diehl, Antonio Celis-Murillo, Theodore J. Zenzal Jr., Frank R. Moore, Thomas J. Benson, Jaclyn A. Smolinsky, Lynn N. Schofield, David A. Enstrom, Eben H. Paxton, Gil Bohrer, Tara A. Beveroth, Arlo Raim, Renee L. Obringer, David Delaney, and William W. Cochran
PNAS November 17, 2015 112 (46) E6331-E6338; first published November 2, 2015 https://doi.org/10.1073/pnas.1503381112
Jill L. Deppe
aDepartment of Biological Sciences, Eastern Illinois University, Charleston, IL 61920;
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • For correspondence: jldeppe@eiu.edu
Michael P. Ward
bDepartment of Natural Resources and Environmental Sciences, University of Illinois, Urbana, IL 61801;
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Rachel T. Bolus
bDepartment of Natural Resources and Environmental Sciences, University of Illinois, Urbana, IL 61801;cUS Geological Survey, Northern Rocky Mountain Science Center, Bozeman, MT 59715;
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Robert H. Diehl
cUS Geological Survey, Northern Rocky Mountain Science Center, Bozeman, MT 59715;
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Antonio Celis-Murillo
bDepartment of Natural Resources and Environmental Sciences, University of Illinois, Urbana, IL 61801;
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Theodore J. Zenzal
dDepartment of Biological Sciences, University of Southern Mississippi, Hattiesburg, MS 39406;
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Frank R. Moore
dDepartment of Biological Sciences, University of Southern Mississippi, Hattiesburg, MS 39406;
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Thomas J. Benson
eIllinois Natural History Survey, University of Illinois, Champaign, IL 61820;
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Jaclyn A. Smolinsky
fDepartment of Entomology and Wildlife Ecology, University of Delaware, Newark, DE 19716;
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Lynn N. Schofield
aDepartment of Biological Sciences, Eastern Illinois University, Charleston, IL 61920;
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
David A. Enstrom
eIllinois Natural History Survey, University of Illinois, Champaign, IL 61820;
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Eben H. Paxton
gUS Geological Survey, Pacific Island Ecosystems Research Center, Hawaii National Park, HI 96718;
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Gil Bohrer
hDepartment of Civil, Environmental and Geodetic Engineering, Ohio State University, Columbus, OH 43210;
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Tara A. Beveroth
eIllinois Natural History Survey, University of Illinois, Champaign, IL 61820;
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Arlo Raim
eIllinois Natural History Survey, University of Illinois, Champaign, IL 61820;
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Renee L. Obringer
hDepartment of Civil, Environmental and Geodetic Engineering, Ohio State University, Columbus, OH 43210;
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
David Delaney
iConstruction Engineering Research Laboratory, United States Army Corps of Engineers, Champaign, IL 61822
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
William W. Cochran
eIllinois Natural History Survey, University of Illinois, Champaign, IL 61820;
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  1. Edited by Martin Wikelski, Max Planck Institute for Ornithology, Radolfzell, Germany, and accepted by the Editorial Board September 30, 2015 (received for review February 18, 2015)

  • Article
  • Figures & SI
  • Info & Metrics
  • PDF
Loading

Article Figures & SI

Figures

  • Tables
  • Fig. 1.
    • Download figure
    • Open in new tab
    • Download powerpoint
    Fig. 1.

    Locations of automated telemetry towers around the Gulf of Mexico. (A) Locations of our capture site (blue arrow) and tracking towers in AL (black circles). (B) Locations of tracking towers along the northern Yucatan Peninsula (black circles). The distance between the two regions ranges from 950 to 1,040 km.

  • Fig. S1.
    • Download figure
    • Open in new tab
    • Download powerpoint
    Fig. S1.

    (A) Locations of automated tracking towers (solid black circles) around Mobile Bay in coastal Alabama. (B) Inset from A showing the location of tracking towers 1–4 (solid black circles) and the capture location (yellow asterisk) on the Fort Morgan Peninsula.

  • Fig. 2.
    • Download figure
    • Open in new tab
    • Download powerpoint
    Fig. 2.

    Percentage of birds selecting each departure decision at our coastal AL study site within 24 h of capture.

  • Fig. S2.
    • Download figure
    • Open in new tab
    • Download powerpoint
    Fig. S2.

    Circular plots illustrating the distribution of departure bearings of (A) Red-eyed Vireo, (B) Swainson’s Thrush, and (C) Wood Thrush.

  • Fig. S3.
    • Download figure
    • Open in new tab
    • Download powerpoint
    Fig. S3.

    Circular plots illustrating the distribution of departure times (Central Standard Time) for (Left) Red-eyed Vireo, (Center) Swainson’s Thrush, and (Right) Wood Thrush.

  • Fig. 3.
    • Download figure
    • Open in new tab
    • Download powerpoint
    Fig. 3.

    (A) Classification and regression tree illustrating predicted classification of birds’ departure decisions: stopover at coastal AL site for ≥24 h, over-land departure, or over-water departure. Box plots illustrate median and quartiles for variables predicting departure decision from AL: (B) fat scores, (C) humidity, and (D) 24-h change in humidity at sunset on the evening of capture. Negative values for change in humidity denote a drop in humidity, whereas positive values denote an increase in humidity. Sample sizes refer to number of individuals predicted in each class and the proportion reflects the accuracy of classification to each departure group.

  • Fig. 4.
    • Download figure
    • Open in new tab
    • Download powerpoint
    Fig. 4.

    Percentage of radio-tagged birds in each departure category that were detected in the Yucatan Peninsula. Sample sizes for each departure category within each of the three focal species are noted above bars.

  • Fig. 5.
    • Download figure
    • Open in new tab
    • Download powerpoint
    Fig. 5.

    (A) CART illustrating classification of birds among three arrival groups: birds that were not detected in the YP and those that arrived via indirect (>70 h following departure) and direct flights (<35 h following departure). Our CART of arrival at the YP includes only birds that departed over water on the evening of capture. Box plots illustrate median and quartiles for variables predicting arrival at the YP: (B) departure ordinal date, (C) fat score, and (D) wind profit. Positive wind-profit values denote headwinds, whereas negative values denote tailwinds. Larger-magnitude values indicate stronger wind speeds. Weather variables were retrieved for the date and time of departure.

  • Fig. S4.
    • Download figure
    • Open in new tab
    • Download powerpoint
    Fig. S4.

    Relationship between flight time (direct flights only) and mean wind-profit index. Tailwinds are denoted by positive values, whereas headwinds are denoted by negative values. Larger values indicate stronger winds.

  • Fig. S5.
    • Download figure
    • Open in new tab
    • Download powerpoint
    Fig. S5.

    Distribution of fat scores upon initial capture and tagging for the three focal species. A GLM with a multinomial distribution and generalized logit link function and capture data included as a random effect showed that Swainson’s Thrush had significantly lower average fat scores (mean ± SE: 2.89 ± 0.19) than both Red-eyed Vireos (3.47 ± 0.26) and Wood Thrush (4.02 ± 0.48; F2,191 = 4.29, P = 0.0151). Average fat scores were similar for REVIs and WOTH. We attempted to tag birds across fat classes in the three species.

Tables

  • Figures
    • View popup
    Table S1.

    Correlation matrix among weather variables used in CART analysis of departure decisions

    VariableWind profitTemperatureHumidityPressureHumidity changePressure change
    Calendar dayr = −0.11r = −0.81r = −0.35r = 0.15r = −0.08r = −0.16
    P = 0.08P < 0.0001P < 0.0001P = 0.02P = 0.20P = 0.01
    Wind profitr = 0.09r = −0.34r = 0.02r = −0.16r = −0.17
    P = 0.14P < 0.0001P = 0.73P = 0.009P = 0.006
    Temperaturer = 0.27r = −0.37r = −0.09r = 0.07
    P < 0.0001P < 0.0001P = 0.12P = 0.27
    Humidityr = −0.15r = 0.51r = −0.09
    P = 0.02P < 0.0001P = 0.13
    Pressurer = 0.34r = 0.19
    P < 0.0001P = 0.002
    Humidity changer = −0.22
    P = 0.72
    • Although many variables demonstrated statistically significant correlations, correlation coefficients were generally small. Rather, statistical significance appeared to be driven by our large sample size (n = 244). Therefore, we removed variables with |r| > 0.6 (deleted variables denoted by boldface text). Temperature was strongly correlated with calendar date, so we removed it from our analysis.

    • View popup
    Table S2.

    Correlation matrix among weather variables used in CART analysis of arrival status at the YP

    VariableWind profitTemperatureHumidityPressureHumidity changePressure change
    Calendar dayr = −0.04r = −0.83r = −0.29r = 0.13r = 0.017r = −0.12
    P = 0.68P < 0.0001P = 0.005P = 0.16P = 0.87P = 0.27
    Wind profitr = −0.05r = −0.32r = 0.16r = 0.05r = −0.24
    P = 0.66P = 0.002P = 0.13P = 0.62P = 0.02
    Temperaturer = 0.24r = −0.40r = −0.26r = 0.14
    P = 0.02P = 0.0001P = 0.01P = 0.18
    Humidityr = 0.10r = 0.56r = 0.16
    P = 0.32P < 0.0001P = 0.13
    Pressurer = 0.39r = 0.12
    P = 0.0001P = 0.27
    Humidity changer = −0.19
    P = 0.07
    • Similar to our departure weather data, many variables demonstrated statistically significant correlations, but correlation coefficients were generally small. Rather, statistical significance appeared to be driven by our large sample size (n = 90). Therefore, we removed variables with |r| > 0.6 (deleted variables denoted by boldface text). Temperature was strongly correlated with calendar date at the time of departure, so we removed it from our CART assessing arrival status.

Data supplements

  • Supporting Information

    • Download Supporting Information (PDF)
PreviousNext
Back to top
Article Alerts
Email Article

Thank you for your interest in spreading the word on PNAS.

NOTE: We only request your email address so that the person you are recommending the page to knows that you wanted them to see it, and that it is not junk mail. We do not capture any email address.

Enter multiple addresses on separate lines or separate them with commas.
Fat, weather, and date affect migratory songbirds’ departure decisions, routes, and time it takes to cross the Gulf of Mexico
(Your Name) has sent you a message from PNAS
(Your Name) thought you would like to see the PNAS web site.
Citation Tools
Songbirds negotiate the Gulf of Mexico
Jill L. Deppe, Michael P. Ward, Rachel T. Bolus, Robert H. Diehl, Antonio Celis-Murillo, Theodore J. Zenzal, Frank R. Moore, Thomas J. Benson, Jaclyn A. Smolinsky, Lynn N. Schofield, David A. Enstrom, Eben H. Paxton, Gil Bohrer, Tara A. Beveroth, Arlo Raim, Renee L. Obringer, David Delaney, William W. Cochran
Proceedings of the National Academy of Sciences Nov 2015, 112 (46) E6331-E6338; DOI: 10.1073/pnas.1503381112

Citation Manager Formats

  • BibTeX
  • Bookends
  • EasyBib
  • EndNote (tagged)
  • EndNote 8 (xml)
  • Medlars
  • Mendeley
  • Papers
  • RefWorks Tagged
  • Ref Manager
  • RIS
  • Zotero
Request Permissions
Share
Songbirds negotiate the Gulf of Mexico
Jill L. Deppe, Michael P. Ward, Rachel T. Bolus, Robert H. Diehl, Antonio Celis-Murillo, Theodore J. Zenzal, Frank R. Moore, Thomas J. Benson, Jaclyn A. Smolinsky, Lynn N. Schofield, David A. Enstrom, Eben H. Paxton, Gil Bohrer, Tara A. Beveroth, Arlo Raim, Renee L. Obringer, David Delaney, William W. Cochran
Proceedings of the National Academy of Sciences Nov 2015, 112 (46) E6331-E6338; DOI: 10.1073/pnas.1503381112
del.icio.us logo Digg logo Reddit logo Twitter logo CiteULike logo Facebook logo Google logo Mendeley logo
  • Tweet Widget
  • Facebook Like
  • Mendeley logo Mendeley
Proceedings of the National Academy of Sciences: 116 (49)
Current Issue

Submit

Sign up for Article Alerts

Article Classifications

  • Biological Sciences
  • Ecology

Jump to section

  • Article
    • Abstract
    • SI Methods
    • Results
    • Discussion
    • Materials
    • Acknowledgments
    • Footnotes
    • References
  • Figures & SI
  • Info & Metrics
  • PDF

You May Also be Interested in

Modulating the body's networks could become mainstream therapy for many health issues. Image credit: The Feinstein Institutes for Medicine Research.
Core Concept: The rise of bioelectric medicine sparks interest among researchers, patients, and industry
Modulating the body's networks could become mainstream therapy for many health issues.
Image credit: The Feinstein Institutes for Medicine Research.
Adaptations in heart structure and function likely enabled endurance and survival in preindustrial humans. Image courtesy of Pixabay/Skeeze.
Human heart evolved for endurance
Adaptations in heart structure and function likely enabled endurance and survival in preindustrial humans.
Image courtesy of Pixabay/Skeeze.
Viscoelastic carrier fluids enhance retention of fire retardants on wildfire-prone vegetation. Image courtesy of Jesse D. Acosta.
Viscoelastic fluids and wildfire prevention
Viscoelastic carrier fluids enhance retention of fire retardants on wildfire-prone vegetation.
Image courtesy of Jesse D. Acosta.
Water requirements may make desert bird declines more likely in a warming climate. Image courtesy of Sean Peterson (photographer).
Climate change and desert bird collapse
Water requirements may make desert bird declines more likely in a warming climate.
Image courtesy of Sean Peterson (photographer).
QnAs with NAS member and plant biologist Sheng Yang He. Image courtesy of Sheng Yang He.
Featured QnAs
QnAs with NAS member and plant biologist Sheng Yang He
Image courtesy of Sheng Yang He.

Similar Articles

Site Logo
Powered by HighWire
  • Submit Manuscript
  • Twitter
  • Facebook
  • RSS Feeds
  • Email Alerts

Articles

  • Current Issue
  • Latest Articles
  • Archive

PNAS Portals

  • Classics
  • Front Matter
  • Teaching Resources
  • Anthropology
  • Chemistry
  • Physics
  • Sustainability Science

Information

  • Authors
  • Editorial Board
  • Reviewers
  • Press
  • Site Map
  • PNAS Updates

Feedback    Privacy/Legal

Copyright © 2019 National Academy of Sciences. Online ISSN 1091-6490