Local spatial modeling of white-tailed deer distribution

Ecological Modelling

Volumn 190, Issue 1-2, 2006, Pages 171-189

  Shi, Haijin ^a   Laurent, Edward J ^a   Lebouton, Joseph ^a   Racevskis, Laila ^a   Hall, Kimberly R ^a   Donovan, Michael ^b   Doepker, Robert V ^b   Walters, Michael B ^a   Lupi, Frank ^a   Liu, Jianguo ^a  

^a MICHIGAN STATE UNIVERSITY   (United States)

^b MICHIGAN DEPARTMENT OF NATURAL RESOURCES   (United States)

Author keywords

Climate; Geographic information systems; Geographically weighted regression; Landscape metrics; Ordinary linear squares regression; Patch metrics; Spatial heterogeneity; White tailed deer

Indexed keywords

BIODIVERSITY; CLIMATOLOGY; ENVIRONMENTAL IMPACT; EVALUATION; GEOGRAPHIC INFORMATION SYSTEMS; LEAST SQUARES APPROXIMATIONS; MATHEMATICAL MODELS; PARAMETER ESTIMATION; REGRESSION ANALYSIS;

CLIMATE; GEOGRAPHICALLY WEIGHTED REGRESSION; GEOGRAPHICALLY WEIGHTED REGRESSION (GWR); LANDSCAPE METRICS; LOCAL KERNEL BANDWIDTH; ORDINARY LINEAR-SQUARES REGRESSION; PATCH METRICS; SPATIAL HETEROGENEITY; WHITE-TAILED DEER;

ECOLOGY;

DEER; ECOLOGICAL MODELING; GIS; POPULATION DENSITY; POPULATION DISTRIBUTION; POPULATION MODELING;

CERVIDAE; ODOCOILEUS VIRGINIANUS;

EID: 27844504051     PISSN: 03043800     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ecolmodel.2005.04.007     Document Type: Article

References (62)

1. M. Andersen Spatial analysis of two-species interactions Oecologia 91 1992 134 140
2. L. Anselin Spatial Econometrics: Methods and Models 1988 Kluwer Academic Publishers Dordrecht 284 p
3. L. Anselin, and D.A. Griffith Do spatial effects really matter in regression analysis Papers of the Regional Science Association 65 1988 11 34
4. L. Anselin What is special about spatial data? Alternative perspectives on spatial data analysis D. Griffith Spatial Statistics: Past, Present, and Future 1990 Institute of Mathematical Geography Ann Arbor, Michigan 63 77
5. N.H. Augustin, M.A. Mugglestone, and S.T. Buckland An autologistic model for the spatial distribution of wildlife J. Appl. Ecol. 33 1996 339 347
6. R.I. Blouch Northern Great Lakes states and Ontario forests L.K. Halls White-Tailed Deer Ecology and Management 1984 Stackpole Books Harrisburg, PA, USA 391 410
7. R.T. Bowyer, K.M. Stewart, S.A. Wolfe, G.M. Blundell, K.L. Lehmkuhl, P.J. Joy, T.J. McDonough, and J.G. Kie Assessing sexual segregation in deer J. Wildl. Manage. 66 2002 536 544
8. T.S. Breusch, and A.R. Pagan A simple test for heteroscedasticity and random coefficient variation Econometrica 47 1979 1287 1294
9. T.S. Breusch, and A.R. Pagan The Lagrange multiplier test and its applications to model specification in econometrics Rev. Econ. Stud. 48 1980 239 253
10. C.A. Brunsdon, A.S. Fotheringham, and M.E. Charlton Geographically weighted regression: a method for exploring spatial nonstationarity Geographical Anal. 28 1996 281 298
11. C.A. Brunsdon, A.S. Fotheringham, and M.E. Charlton Geographically weighted regression - modeling spatial non-stationary Statistician 47 1998 431 443
12. S.T. Buckland, D.R. Anderson, K.P. Burnham, J.L. Laake, D.L. Borchers, and L. Thomas Introduction to Distance Sampling: Estimating Abundance of Biological Populations 2001 Oxford University Press Oxford 446 pp
13. K. Chang, D.L. Verbyla, and J.J. Yeo Spatial analysis of habitat selection by Sitka Black-Tailed Deer in southeast Alaska, USA Environ. Manage. 19 1995 579 589
14. P.B. Coppolillo The landscape ecology of pastoral herding: spatial anylsys of land use and livestock production in East Africa Hum. Ecol. 28 2000 527 560
15. Doepker, R., Beyer, D.E., Donovan, M., 1994. Deer population trends in Michigan's Upper Penninsula: Michigan Department of Natural Resources; Wildlife Division Report 3254.
16. L.L. Eberhardt, and R.C. VanEtten Evaluation of the pellet-group count as a deer census method J. Wildl. Manage. 20 1956 70 74
17. Fleming, D.M., Schortemeyer, J., Ault, J., 1994. Distribution, abundance and demography of white-tailed deer in the Everglades. In: Dennis Jordan (Ed.), Proceedings of the Florida Panther Conference, Ft. Myers Fla., November 1994. U.S. Fish and Wildlife Service, pp. 494-503.
18. A.S. Fotheringham Trends in quantitative methods. I. Stressing the local Prog. Hum. Geography 21 1997 88 96
19. A.S. Fotheringham, C. Brunsdon, and M.E. Charlton Geographically weighted regression: a natural evolution of the expansion method for spatial data analysis Environ. Planning A 30 1998 1905 1927
20. A.S. Fotheringham, and C. Brunsdon Local forms of spatial analysis Geographical Anal. 31 1999 340 358
21. A.S. Fotheringham, C. Brunsdon, and M.E. Charlton Quantitative Geography: Perspectives on Spatial Data Analysis 2000 SAGE Publications 270 pp
22. A.S. Fotheringham, C. Brunsdon, and M.E. Charlton Geographically Weighted Regression: The Analysis of Spatially Varying Relationships 2002 John Wiley & Sons New York 269 pp
23. A. Getis, and J. Franklin Second-order neighborhood analysis of mapped point patterns Ecology 68 1987 473 477
24. L.S. Gribko, M.E. Hohn, and W.M. Ford White-tailed deer impact on forest regeneration: modeling landscape-level deer activity patterns Proceedings of the 12th Central Hardwood Forest Conference 28 February, 1-2 Mar 1999
25. M.D. Grund, and A. Woolf Development and evaluation of an accounting model for estimating deer population sizes Ecol. Model 180 2004 345 357
26. J.F. Hair, R.E. Anderson, R.L. Tatham, and W.C. Black Multivariate Data Analysis 1995 Englewood cliffs New Jersey 745 pp
27. Hill, H.R., 1999. The 1999 deer pellet group surveys. Michigan Department of Natural Resources. Wildlife bureau report No. 3292.
28. D. Hosmer, and S. Lemeshow Applied Logistic Regression 1989 Wiley-Interscience New York 322 pp
29. A.L. Jensen, and D.H. Miller Age structured matrix predation model for the dynamics of wolf and deer populations Ecol. Model 141 2001 299 305
30. J.G. Kie, R.T. Bowyer, M.C. Nicholson, B.B. Boroski, and E.R. Loft Landscape heterogeneity at differing scales: effects on spatial distribution of mule deer Ecology 83 2002 530 544
31. A.J. Kimerling Predicting data loss and duplication when resampling from Equal-Angle grids Cartography Geographic Inf. Sci. 29 2002 111 126
32. M.D. Kirchhoff, and J.W. Schoen Forest cover and snow: implications for deer habitat in southeast Alaska J. Wildl. Manage. 51 1987 28 33
33. Y. Leung, C. Mei, and W. Zhang Satistical tests for nonstationarity based on the geographically weighted regression model Environ. Planning A 32 2000 9 32
34. H. Li, and J.F. Reynolds A simulation experiment to quantify spatial heterogeneity in categorical maps Ecology 75 1994 2446 2455
35. J. Liu, and W.W. Taylor Integrating Landscape Ecology and Resource Management 2002 Cambridge University Press Cambridge, UK
36. Lovallo, M.J., Tzilkowski, W.M., 2003. Abundance of white-tailed deer within valley forge national historical park and movements related to surrounding private lands. School of forest resources, The Pennsylvania State University, Technical report NPS/NERCHAL/NRTR-03/091.
37. M.J. Mazerolle, and M. Villard Patch characteristics and landscape context as predictors of species presence and abundance: a review Ecoscience 6 1999 117 124
38. W.J. McShea, H.B. Underwood, and J.H. Rappole The Science Of Overabundance: Deer Ecology And Population Management 1997 Smithsonian Institution Press
39. Nelson, M.E., Mech, L.D., 1981. Deer social organization and wolf predation in northeastern Minnesota. Wildl. Monogr. No. 77, 53 pp.
40. J.J. Ozoga, and L. Gysel Response of white-tailed deer to winter weather J. Wildl. Manage. 36 1972 893 896
41. A. Pàez, T. Uchida, and K. Miyamoto A general framework for estimation and inference of geographically weighted regression models. 1. Location-specific kernel bandwidths and a test for locational heterogeneity Environ. Planning A 34 2002 733 754
42. A. Pàez, T. Uchida, and K. Miyamoto A general framework for estimation and inference of geographically weighted regression models. 2. Spatial association and model specification tests Environ. Planning A 34 2002 883 904
43. C.M. Pearce GIS-based habitat modeling using logistic multiple regression: a study of the Mt. Graham red squirrel Photogr. Eng. Rem. Sens. 57 1987 1475 1486
44. M.N. Peterson, W.E. Grant, R.R. Lopez, and N.J. Silvy Implications of fetal sex ratio hypotheses in endangered populations: simulated dynamics of Florida Key deer, Florida, USA Ecol. Model 165 2003 209 220
45. V.C. Radeloff, A.M. Pidgeon, and P. Hostert Habitat and population modeling of roe deer using an interactive geographic information system Ecol. Model. 114 1999 287 304
46. Rempel, R.S., Carr., A.P., 2003. Patch Analyst extension for ArcView: version 3. http://flash.lakeheadu.ca/∼rrempel/patch/index.html.
47. B.D. Ripley Tests of 'randomness' for spatial point pattern J. R. Stat. Soc. B 41 1979 368 374
48. B.D. Ripley Spatial Statistics 1981 John Wiley & Sons New York 252 p
49. C.W. Severinghaus Weather and the deer Conservationist 27 1972 28 31
50. D.P. Sheehy, and M. Vavra Ungulate foraging areas on seasonal rangeland in northeastern Oregon J. Range Manage. 49 1996 16 23
51. H. Shi, and L. Zhang Local analysis of tree competition and growth For. Sci. 49 2003 938 955
52. J.C.R. Smart, A.I. Ward, and P.C.L. White Monitoring woodland deer populations in the UK: an imprecise science Mamal Rev. 34 2004 99 114
53. V. Stankovski, M. Debeljak, I. Bratko, and M. Adamic Modelling the population dynamics of red deer (Cervus elaphus L.) with regard to forest development Ecol. Model. 108 1998 145 153
54. R.W. Sterner, C.A. Ribic, and G.E. Schatz Testing for life historical changes in spatial patterns of four tropical tree species J. Ecol. 74 1986 621 633
55. T.R.V. VanDeelen, H. Campa, M. Hamady, and J.B. Haufler Migration and seasonal range dynamics of deer using adjacent deeryards in Northern Michigan J. Wildl. Manage. 62 1998 205 213
56. L.J. Verme Movements of white-tailed deer in Upper Michigan J. Wildl. Manage. 37 1973 545 552
57. White, P.C.L., Smart, J.C.R., Böhm, M., Langbein, J., Ward, A.I., 2004. Economic impacts of wild deer in the east of England. Central Science Laboratory, Woodchester Park, Tinkley Lane, Nympsfield, Stonehouse, Gloucestershire, GL10 3UJ, UK.
58. J.A. Wiens The landscape context of dispersal J. Clobert E. Danchin H.H. Dhondt J.D. Nichols Dispersal 2001 Oxford University Press Oxford 96 109
59. J. Xie, H.R. Hill, S.R. Winsterstein, H. Campa III, R.V. Doepker, T.R. Deelen, and J. Liu White-tailed deer management options model (DeerMOM) design, quantification and application Ecol. Model. 124 1999 121 130
60. J. Xie, J. Liu, and R. Doepker DeerKBS: a knowledge-based system for white-tailed deer management Ecol. Model. 140 2001 177 192
61. K. Yamada, J. Elith, M. McCarthy, and A. Zerger Eliciting and integrating expert knowledge for wildlife habitat modelling Ecol. Model. 165 2003 251 264
62. L. Zhang, and H. Shi Local modeling of tree growth by geographically weighted regression For. Sci. 50 2004 225 244