Using model identification to analyze spatially explicit data with habitat, and temporal, variability

Ecological Modelling

Volumn 214, Issue 2-4, 2008, Pages 305-315

  Drury, Kevin L S ^a   Fabian Candelaria, J ^b  

^a NATIONAL CENTER FOR ECOLOGICAL ANALYSIS AND SYNTHESIS   (United States)

^b UNIVERSITY OF PUERTO RICO   (Puerto Rico)

Author keywords

Akaike Information Criterion; Biological invasion; California sea otter; Dispersal kernel; Integrodifference equation; Model identification; Model selection; Range expansion; Reaction diffusion; Spatially explicit model

Indexed keywords

ECOSYSTEMS; INTEGRODIFFERENTIAL EQUATIONS; MATHEMATICAL MODELS;

AKAIKE INFORMATION CRITERION; BIOLOGICAL INVASIONS; CALIFORNIA SEA OTTER; DISPERSAL KERNELS; INVASION SPEEDS; MODEL IDENTIFICATION; RANGE EXPANSION; SPATIALLY EXPLICIT MODEL;

DATA REDUCTION;

AKAIKE INFORMATION CRITERION; BIOLOGICAL INVASION; DATA SET; DISPERSAL; HABITAT; IDENTIFICATION METHOD; NUMERICAL MODEL; PINNIPED; RANGE EXPANSION; TEMPORAL VARIATION;

CALIFORNIA; NORTH AMERICA; UNITED STATES;

CARNIVORA; ENHYDRA;

EID: 43049179838     PISSN: 03043800     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ecolmodel.2008.02.009     Document Type: Article

References (34)

1. Burnham K.P., and Anderson D.R. Model Selection and Multimodel Inference: A Practical Information-Theoretic Approach (2002), Springer-Verlag, New York
2. Eberhardt L.L. Using the Lotka-Leslie model for sea otters. J. Wildl. Manage. 59 (1995) 222-227
3. Eberhardt L.L., and Schneider K.B. Estimating sea otter reproductive rates. Mar. Mammal Sci. 10 (1994) 31-37
4. Estes J.A., Riedman M.L., Staedler M.M., and Tinker M.T. Individual variation in prey selection by sea otters: patterns, causes and implications. J. Anim. Ecol. 72 (2003) 144-155
5. Estes J.A., Tinker M.T., Williams T.M., and Doak D.F. Otters linking oceanic and nearshore ecosystems. Science 282 (1998) 473-476
6. Fisher R.A. The wave of advance of advantageous genes. Ann. Eugenics 7 (1937) 255-369
7. Garshelis D.L., and Garshelis J.A. Movements and management of sea otters in Alaska. J. Wildl. Manage. 48 (1984) 665-678
8. Garshelis D.L., Johnson A.M., and Garshelis J.A. Social organization of sea otters in Prince William Sound. Alaska. Can. J. Zool. 62 (1984) 2648-2658
9. Holmes E.E., Lewis M.A., Banks J.E., and Veit R.R. Partial-differential equations in ecology-spatial interactions and population-dynamics. Ecology 75 (1994) 17-29
10. Hooten M., Wikle C., Dorazio R., and Royle J. Hierarchical spatiotemporal matrix models for characterizing invasions. Biometrics 63 (2007) 558-567
11. Jameson R.J. Movements, home range, and territories of male sea otters off central California. Mar. Mammal Sci. 5 (1989) 159-172
12. Kareiva P. Local movement in herbivorous insects: applying a passive diffusion model to mark-recapture field experiments. Oecologia 57 (1983) 322-324
13. Kenyon K.W. The sea otter in the eastern Pacific Ocean. U.A. Fish. Wildl. Serv. No. AM. Fauna 68 (1969) 1-352
14. Kot M. Do invading organisms do the wave?. Can. Appl. Math. Q. 10 (2003) 139-170
15. Kot M., Lewis M.A., and van den Driessche P. Dispersal data and the spread of invading organisms. Ecology 77 (1996) 2027-2042
16. Krkošek M., Lauzon-Guay J., and Lewis M.A. Relating dispersal and range expansion of California sea otters. Theor. Popul. Biol. 71 (2007) 401-407
17. Kvitek R.G., Oliver J.S., DeGange A.R., and Anderson B.S. Changes in Alaskan soft-bottom prey communities along a gradient in sea otter predation. Ecology 73 (1992) 413-428
18. Laidre K.L., Jameson R.J., and DeMaster D.P. An estimation of carrying capacity for sea otters along the California coast. Mar. Mammal Sci. 17 294 (2001) 309
19. Laidre K.L., Jameson R.J., Jeffries S.J., Hobbs S.J., Bowlby C.E., and VanBlaricom G.R. Estimates of carrying capacity for sea otters in Washington State. Wildl. Soc. Bull. 30 (2002) 1172-1181
20. Lubina J.A., and Levin S.A. The spread of a reinvading species - range expansion in the California sea otter. Am. Nat. 131 (1988) 526-543
21. Mack R.N., Simberloff D., Lonsdale W.M., Evans H., Clout M., and Bazzaz F.A. Biotic invasions: causes, epidemiology, global consequences, and control. Ecol. Appl. 10 (2000) 689-710
22. Monnett C., and Rotterman L.M. Survival rates of sea otter pups in Alaska and California. Mar. Mammal Sci. 16 (2000) 794-810
23. Monson D.H., and DeGrange A.R. Reproduction, preweaning survival, and survival of adult sea otters at Kodiak Island. Alaska. Can. J. Zool. 73 (1995) 1161-1169
24. Murray J.D. Mathematical Biology (2002), Springer-Verlag
25. Ostfeld R.S. Foraging strategies and prey switching in the California sea otter. Oecologia 53 (1982) 170-178
26. Press W., Teukolsky S., Vetterling W., and Flannery B. Numerical Recipes in C++: The Art of Scientific Computing. 2nd ed. (2002), Cambridge University Press, Cambridge
27. Riedman M.L., Estes J.A., Staedler M.M., Giles A.A., and Carlson D.R. Breeding patterns and reproductive success of California sea otters. J. Wildl. Manage. 58 (1994) 391-399
28. Shigesada, N., Kawasaki, K., 1997. Biological Invasions: Theory and Practice, 1st ed. Oxford Series in Ecology and Evolution. Oxford University Press, Oxford; New York.
29. Skellam J.G. Random dispersal in theoretical populations. Biometrika 38 (1951) 196-218
30. Taper M.L. Model identification from many candidates. In: Taper M.L., and Lele S.R. (Eds). The Nature of Scientific Evidence: Statistical, Philosophical, and Empirical Considerations (2004), University of Chicago Press, Chicago 488-524
31. Taper M.L., and Gogan P.J.P. The northern Yellowstone elk: density dependence and climatic conditions. J. Wildl. Manage. 66 (2002) 106-122
32. Wendell F. Relationship between sea otter range expansion and red abalone abundance and size distribution in central California. Calif. Fish Game 80 (1994) 45-56
33. Wendell F.E., Hardy R.A., Ames J.A., and Burge R.T. Temporal and spatial patterns in sea otter, Enhydra lutris range expansion and in the loss of pismo clam fisheries. Calif. Fish Game 72 (1986) 197-212
34. Wikle C. Hierarchical Bayesian models for predicting the spread of ecological processes. Ecology 84 (2003) 1382-1394