Flexible continuous-time modelling for heterogeneous animal movement

Ecological Modelling

Volumn 255, Issue , 2013, Pages 29-37

  Harris, Keith J ^a   Blackwell, Paul G ^b  

^a UNIVERSITY OF GLASGOW   (United Kingdom)

^b UNIVERSITY OF SHEFFIELD   (United Kingdom)

Author keywords

Animal movement; Continuous time; Diffusion process; Spatial heterogeneity

Indexed keywords

ANIMAL MOVEMENT; CAPTURE-RECAPTURE; CONTINUOUS TIME; CONTINUOUS TIME MODELS; CONTINUOUS-TIME FORMULATION; DIFFUSION PROCESS; DISCRETE SETS; MOVEMENT BEHAVIOUR; SPATIAL HETEROGENEITY; SPATIALLY EXPLICIT;

ANIMALS;

CONTINUOUS TIME SYSTEMS;

ANIMAL; HETEROGENEITY; MOVEMENT; NUMERICAL MODEL; SPATIAL ANALYSIS;

EID: 84874515295     PISSN: 03043800     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ecolmodel.2013.01.020     Document Type: Article

References (24)

1. Blackwell P.G. Random diffusion models for animal movement. Ecological Modelling 1997, 100:87-102.
2. Blackwell P.G. Bayesian inference for Markov processes with diffusion and discrete components. Biometrika 2003, 90:613-627.
3. Brockwell P.J., Hyndman R.J. On continuous-time threshold autoregression. International Journal of Forecasting 1992, 8:157-173.
4. Brockwell P.J., Hyndman R.J., Grunwald G.K. Continuous time threshold autoregressive models. Statistica Sinica 1991, 1:401-410.
5. Bullard, F., 1999. Estimating Home Range of an Animal: A Brownian Bridge Approach. Ph.D. thesis. University of North Carolina.
6. Dunn J.E., Brisbin I.L. Characterizations of the multivariate Ornstein-Uhlenbeck diffusion process in the context of home range analysis. Statistical Theory and Data Analysis: Proceedings of the Pacific Area Statistical Conference 1985, 181-205. Elsevier, North-Holland. K. Matusita (Ed.).
7. Dunn J.E., Gipson P.S. Analysis of radio telemetry data in studies of home range. Biometrics 1977, 33:85-101.
8. Elizalde-Arellano C., López-Vidal J.C., Hernández L., Laundré J.W., Cervantes F.A., Alonso-Spilsbury M. Home range size and activity patterns of bobcats (lynx rufus) in the southern part of their range in the Chihuahuan Desert, Mexico. The American Midland Naturalist 2012, 168:247-264.
9. Fuller M.R., Seegar W.S., Schueck L.S. Routes and travel rates of migrating Peregrine Falcons Falco peregrinus and Swainson's Hawks Buteo swainsoni in the Western Hemisphere. Journal of Avian Biology 1998, 433-440.
10. Harris, K.J., 2007. Statistical Modelling and Inference for Radio-Tracking. Ph.D. thesis. University of Sheffield.
11. Horne J.S., Garton E.O., Krone S.M., Lewis J.S. Analyzing animal movements using Brownian bridges. Ecology 2007, 88:2354-2363.
12. Hyndman R.J. Approximations and boundary conditions for continuous-time threshold autoregressive processes. Journal of Applied Probability 1994, 31:1103-1109.
13. Johnson D.S., London J.M., Lea M.A., Durban J.W. Continuous-time correlated random walk model for animal telemetry data. Ecology 2008, 89:1208-1215.
14. Jonsen I.D., Flemming J.M., Myers R.A. Robust state-space modeling of animal movement data. Ecology 2005, 86:2874-2880.
15. Martell M.S., Henny C.J., Nye P.E., Solensky M.J. Fall migration routes, timing, and wintering sites of North American Ospreys as determined by satellite telemetry. The Condor 2001, 103:715-724.
16. Matthiopoulos J. The use of space by animals as a function of accessibility and preference. Ecological Modelling 2003, 159:239-268.
17. McClintock B.T., King R., Thomas L., Matthiopoulos J., McConnell B., Morales J.M. A general discrete-time modeling framework for animal movement using multistate random walks. Ecological Monographs 2012, 82:335-349.
18. Milligan T.A.P.S. The Last Goon Show 1972, BBC.
19. Morales J.M., Haydon D.T., Frair J., Holsinger K.E., Fryxell J.M. Extracting more out of relocation data: building movement models as mixtures of random walks. Ecology 2004, 85:2436-2445.
20. Ovaskainen O. Habitat-specific movement parameters estimated using mark-recapture data and a diffusion model. Ecology 2004, 85:242-257.
21. Ovaskainen O., Rekola H., Meyke E., Arjas E. Bayesian methods for analyzing movements in heterogeneous landscapes from mark-recapture data. Ecology 2008, 89:542-554.
22. Royle J.A., Young K.V. A hierarchical model for spatial capture-recapture data. Ecology 2008, 89:2281-2289.
23. Tishkovskaya, S., Blackwell, P.G. Bayesian inference for animal movement data in heterogeneous environment, in preparation.
24. Tufto J., Lande R., Ringsby T.H., Engen S., Sæther B.E., Walla T.R., DeVries P.J. Estimating Brownian motion dispersal rate, longevity and population density from spatially explicit mark-recapture data on tropical butterflies. Journal of Animal Ecology 2012, 81:756-769.