skip to main content
OSTI.GOV title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: State-space modelling of the flight behaviour of a soaring bird provides new insights to migratory strategies

Abstract

Not provided.

Authors:
ORCiD logo [1]; ORCiD logo [2];  [3];  [4];  [5];  [6];
  1. Department of Mathematics and Statistics, Washington State University, Vancouver Washington; School of Biological, Earth & Environmental Sciences, University College Cork, Distillery Fields, North Mall Cork Ireland
  2. U.S. Geological Survey, Forest & Rangeland Ecosystem Science Center, Boise Idaho
  3. Conservation Science Global, West Cape May New Jersey
  4. Bloom Biological Inc., Santa Ana California
  5. Division of Forestry & Natural Resources, West Virginia University, Morgantown West Virginia
  6. Department of Mathematics and Statistics, Washington State University, Vancouver Washington
Publication Date:
Research Org.:
West Virginia Univ., Morgantown, WV (United States)
Sponsoring Org.:
USDOE Office of Energy Efficiency and Renewable Energy (EERE)
OSTI Identifier:
1541570
DOE Contract Number:  
EE0003538
Resource Type:
Journal Article
Journal Name:
Functional Ecology
Additional Journal Information:
Journal Volume: 32; Journal Issue: 9; Journal ID: ISSN 0269-8463
Publisher:
British Ecological Society; Wiley
Country of Publication:
United States
Language:
English
Subject:
Environmental Sciences & Ecology

Citation Formats

Pirotta, Enrico, Katzner, Todd, Miller, Tricia A., Duerr, Adam E., Braham, Melissa A., New, Leslie, and Gremillet, David. State-space modelling of the flight behaviour of a soaring bird provides new insights to migratory strategies. United States: N. p., 2018. Web. doi:10.1111/1365-2435.13180.
Pirotta, Enrico, Katzner, Todd, Miller, Tricia A., Duerr, Adam E., Braham, Melissa A., New, Leslie, & Gremillet, David. State-space modelling of the flight behaviour of a soaring bird provides new insights to migratory strategies. United States. doi:10.1111/1365-2435.13180.
Pirotta, Enrico, Katzner, Todd, Miller, Tricia A., Duerr, Adam E., Braham, Melissa A., New, Leslie, and Gremillet, David. Thu . "State-space modelling of the flight behaviour of a soaring bird provides new insights to migratory strategies". United States. doi:10.1111/1365-2435.13180.
@article{osti_1541570,
title = {State-space modelling of the flight behaviour of a soaring bird provides new insights to migratory strategies},
author = {Pirotta, Enrico and Katzner, Todd and Miller, Tricia A. and Duerr, Adam E. and Braham, Melissa A. and New, Leslie and Gremillet, David},
abstractNote = {Not provided.},
doi = {10.1111/1365-2435.13180},
journal = {Functional Ecology},
issn = {0269-8463},
number = 9,
volume = 32,
place = {United States},
year = {2018},
month = {7}
}

Works referenced in this record:

Behavioural and environmental correlates of soaring-bird mortality at on-shore wind turbines: Bird mortality at wind power plants
journal, February 2004


Taking animal tracking to new depths: synthesizing horizontal–vertical movement relationships for four marine predators
journal, February 2015

  • Bestley, Sophie; Jonsen, Ian D.; Hindell, Mark A.
  • Ecology, Vol. 96, Issue 2
  • DOI: 10.1890/14-0469.1

State-space methods for more completely capturing behavioral dynamics from animal tracks
journal, June 2012


Behavioural mapping of a pelagic seabird: combining multiple sensors and a hidden Markov model reveals the distribution of at-sea behaviour
journal, January 2013

  • Dean, Ben; Freeman, Robin; Kirk, Holly
  • Journal of The Royal Society Interface, Vol. 10, Issue 78
  • DOI: 10.1098/rsif.2012.0570

Integrating citizen-science data with movement models to estimate the size of a migratory golden eagle population
journal, April 2015


Testing an Emerging Paradigm in Migration Ecology Shows Surprising Differences in Efficiency between Flight Modes
journal, April 2012


Flight response of slope-soaring birds to seasonal variation in thermal generation
journal, December 2014

  • Duerr, Adam E.; Miller, Tricia A.; Lanzone, Michael
  • Functional Ecology, Vol. 29, Issue 6
  • DOI: 10.1111/1365-2435.12381

Selecting the Best Linear Mixed Model Under REML
journal, February 2006


Key Questions in Marine Megafauna Movement Ecology
journal, June 2016

  • Hays, Graeme C.; Ferreira, Luciana C.; Sequeira, Ana M. M.
  • Trends in Ecology & Evolution, Vol. 31, Issue 6
  • DOI: 10.1016/j.tree.2016.02.015

Sperm whale response to tag boat presence: biologically informed hidden state models quantify lost feeding opportunities
journal, January 2015


State-space models for bio-loggers: A methodological road map
journal, April 2013

  • Jonsen, I. D.; Basson, M.; Bestley, S.
  • Deep Sea Research Part II: Topical Studies in Oceanography, Vol. 88-89
  • DOI: 10.1016/j.dsr2.2012.07.008

Topography drives migratory flight altitude of golden eagles: implications for on-shore wind energy development
journal, July 2012


Use of multiple modes of flight subsidy by a soaring terrestrial bird, the golden eagle Aquila chrysaetos , when on migration
journal, November 2015

  • Katzner, Todd E.; Turk, Philip J.; Duerr, Adam E.
  • Journal of The Royal Society Interface, Vol. 12, Issue 112
  • DOI: 10.1098/rsif.2015.0530

Terrestrial animal tracking as an eye on life and planet
journal, June 2015


Flexibility in daily travel routines causes regional variation in bird migration speed
journal, March 2008

  • Klaassen, Raymond H. G.; Strandberg, Roine; Hake, Mikael
  • Behavioral Ecology and Sociobiology, Vol. 62, Issue 9
  • DOI: 10.1007/s00265-008-0572-x

Flexible and practical modeling of animal telemetry data: hidden Markov models and extensions
journal, November 2012

  • Langrock, Roland; King, Ruth; Matthiopoulos, Jason
  • Ecology, Vol. 93, Issue 11
  • DOI: 10.1890/11-2241.1

Modeling the Diving Behavior of Whales: A Latent-Variable Approach with Feedback and Semi-Markovian Components
journal, September 2013

  • Langrock, Roland; Marques, Tiago A.; Baird, Robin W.
  • Journal of Agricultural, Biological, and Environmental Statistics, Vol. 19, Issue 1
  • DOI: 10.1007/s13253-013-0158-6

Flight responses by a migratory soaring raptor to changing meteorological conditions
journal, May 2012

  • Lanzone, Michael J.; Miller, Tricia A.; Turk, Philip
  • Biology Letters, Vol. 8, Issue 5
  • DOI: 10.1098/rsbl.2012.0359

Analysis of animal accelerometer data using hidden Markov models
journal, October 2016

  • Leos-Barajas, Vianey; Photopoulou, Theoni; Langrock, Roland
  • Methods in Ecology and Evolution, Vol. 8, Issue 2
  • DOI: 10.1111/2041-210X.12657

In-flight turbulence benefits soaring birds
journal, January 2016

  • Mallon, Julie M.; Bildstein, Keith L.; Katzner, Todd E.
  • The Auk, Vol. 133, Issue 1
  • DOI: 10.1642/AUK-15-114.1

The influence of climate on the timing and rate of spring bird migration
journal, October 2004


A general discrete-time modeling framework for animal movement using multistate random walks
journal, August 2012

  • McClintock, Brett T.; King, Ruth; Thomas, Len
  • Ecological Monographs, Vol. 82, Issue 3
  • DOI: 10.1890/11-0326.1

Bridging the gaps in animal movement: hidden behaviors and ecological relationships revealed by integrated data streams
journal, March 2017

  • McClintock, Brett T.; London, Joshua M.; Cameron, Michael F.
  • Ecosphere, Vol. 8, Issue 3
  • DOI: 10.1002/ecs2.1751

Combining individual animal movement and ancillary biotelemetry data to investigate population-level activity budgets
journal, April 2013

  • McClintock, Brett T.; Russell, Deborah J. F.; Matthiopoulos, Jason
  • Ecology, Vol. 94, Issue 4
  • DOI: 10.1890/12-0954.1

Estimation and simulation of foraging trips in land-based marine predators
journal, June 2017

  • Michelot, Théo; Langrock, Roland; Bestley, Sophie
  • Ecology, Vol. 98, Issue 7
  • DOI: 10.1002/ecy.1880

Assessing Risk to Birds from Industrial Wind Energy Development via Paired Resource Selection Models: Assessing Risk to Birds from Wind Energy
journal, January 2014

  • Miller, Tricia A.; Brooks, Robert P.; Lanzone, Michael
  • Conservation Biology, Vol. 28, Issue 3
  • DOI: 10.1111/cobi.12227

Limitations and mechanisms influencing the migratory performance of soaring birds
journal, December 2015

  • Miller, Tricia A.; Brooks, Robert P.; Lanzone, Michael J.
  • Ibis, Vol. 158, Issue 1
  • DOI: 10.1111/ibi.12331

Populations of migratory bird species that did not show a phenological response to climate change are declining
journal, October 2008

  • Moller, A. P.; Rubolini, D.; Lehikoinen, E.
  • Proceedings of the National Academy of Sciences, Vol. 105, Issue 42
  • DOI: 10.1073/pnas.0803825105

Extracting more out of Relocation Data: Building Movement Models as Mixtures of Random Walks
journal, September 2004

  • Morales, Juan Manuel; Haydon, Daniel T.; Frair, Jacqui
  • Ecology, Vol. 85, Issue 9
  • DOI: 10.1890/03-0269

Quantifying Bufo boreas connectivity in Yellowstone National Park with landscape genetics
journal, January 2010

  • Murphy, Melanie A.; Evans, Jeffrey S.; Storfer, Andrew
  • Ecology, Vol. 91, Issue 1
  • DOI: 10.1890/08-0879.1

A movement ecology paradigm for unifying organismal movement research
journal, December 2008

  • Nathan, R.; Getz, W. M.; Revilla, E.
  • Proceedings of the National Academy of Sciences, Vol. 105, Issue 49
  • DOI: 10.1073/pnas.0800375105

State–space models of individual animal movement
journal, February 2008


The energy landscape predicts flight height and wind turbine collision hazard in three species of large soaring raptor
journal, April 2017

  • Péron, Guillaume; Fleming, Christen H.; Duriez, Olivier
  • Journal of Applied Ecology, Vol. 54, Issue 6
  • DOI: 10.1111/1365-2664.12909

Central place foragers and moving stimuli: A hidden-state model to discriminate the processes affecting movement
journal, April 2018

  • Pirotta, Enrico; Edwards, Ewan W. J.; New, Leslie
  • Journal of Animal Ecology, Vol. 87, Issue 4
  • DOI: 10.1111/1365-2656.12830

Hidden Markov models reveal complexity in the diving behaviour of short-finned pilot whales
journal, March 2017

  • Quick, Nicola J.; Isojunno, Saana; Sadykova, Dina
  • Scientific Reports, Vol. 7, Issue 1
  • DOI: 10.1038/srep45765

Modelling flight heights of lesser black-backed gulls and great skuas from GPS: a Bayesian approach
journal, August 2016

  • Ross-Smith, Viola H.; Thaxter, Chris B.; Masden, Elizabeth A.
  • Journal of Applied Ecology, Vol. 53, Issue 6
  • DOI: 10.1111/1365-2664.12760

Energy Landscapes Shape Animal Movement Ecology
journal, September 2013

  • Shepard, Emily L. C.; Wilson, Rory P.; Rees, W. Gareth
  • The American Naturalist, Vol. 182, Issue 3
  • DOI: 10.1086/671257

Dealing with label switching in mixture models
journal, November 2000

  • Stephens, Matthew
  • Journal of the Royal Statistical Society: Series B (Statistical Methodology), Vol. 62, Issue 4
  • DOI: 10.1111/1467-9868.00265

Changes in Wind Pattern Alter Albatross Distribution and Life-History Traits
journal, January 2012


Can accelerometry be used to distinguish between flight types in soaring birds?
journal, October 2015