메뉴 건너뛰기




Volumn 94, Issue 4, 2013, Pages 801-808

Spatial occupancy models for large data sets

Author keywords

Bias; Caribou; Intrinsic conditionally autoregressive; Occupancy model; Probit regression; Rangifer tarandus; Reduced rank; Spatial regression

Indexed keywords

ALGORITHM; AUTOCORRELATION; DATA SET; DEER; MODELING; PROBABILITY; SOFTWARE; SPECIES OCCURRENCE;

EID: 84876768817     PISSN: 00129658     EISSN: None     Source Type: Journal    
DOI: 10.1890/12-0564.1     Document Type: Article
Times cited : (140)

References (34)
  • 1
    • 80055079351 scopus 로고    scopus 로고
    • A bayesian hierarchical occupancy model for track surveys conducted in a series of linear, spatially correlated, sites
    • Aing, C., S. Halls, K. Oken, R. Dobrow, and J. Fieberg. 2011. A Bayesian hierarchical occupancy model for track surveys conducted in a series of linear, spatially correlated, sites. Journal of Applied Ecology 48(6):1508-1517.
    • (2011) Journal of Applied Ecology , vol.48 , Issue.6 , pp. 1508-1517
    • Aing, C.1    Halls, S.2    Oken, K.3    Dobrow, R.4    Fieberg, J.5
  • 2
    • 84916537550 scopus 로고
    • Bayesian-analysis of binary and polychotomous response data
    • Albert, J., and S. Chib. 1993. Bayesian-analysis of binary and polychotomous response data. Journal of the American Statistical Association 88(422):669-679.
    • (1993) Journal of the American Statistical Association , vol.88 , Issue.422 , pp. 669-679
    • Albert, J.1    Chib, S.2
  • 4
    • 0003044617 scopus 로고
    • The buffalo of the north: Caribou (rangifer tarandus) and human developments
    • Bergerud, A. T., R. D. Jakimchuk, and D. R. Carruthers. 1984. The buffalo of the north: caribou (Rangifer tarandus) and human developments. Arctic 37:7-22.
    • (1984) Arctic , vol.37 , pp. 7-22
    • Bergerud, A.T.1    Jakimchuk, R.D.2    Carruthers, D.R.3
  • 5
    • 0042788745 scopus 로고    scopus 로고
    • What is a statistical modelDiscussion
    • Besag, J. 2002. What is a statistical modelDiscussion. Annals of Statistics 30:1267-1277.
    • (2002) Annals of Statistics , vol.30 , pp. 1267-1277
    • Besag, J.1
  • 6
    • 0034494883 scopus 로고    scopus 로고
    • Global and local spatial autocorrelation in bounded regular tessellations
    • Boots, B., and M. Tiefelsdorf. 2000. Global and local spatial autocorrelation in bounded regular tessellations. Journal of Geographical Systems 2:319-348.
    • (2000) Journal of Geographical Systems , vol.2 , pp. 319-348
    • Boots, B.1    Tiefelsdorf, M.2
  • 7
    • 79955531634 scopus 로고    scopus 로고
    • Using multilevel spatial models to understand salamander site occupancy patterns after wildfire
    • Chelgren, N. D., M. J. Adams, L. L. Bailey, and R. B. Bury. 2011. Using multilevel spatial models to understand salamander site occupancy patterns after wildfire. Ecology 92:408-421.
    • (2011) Ecology , vol.92 , pp. 408-421
    • Chelgren, N.D.1    Adams, M.J.2    Bailey, L.L.3    Bury, R.B.4
  • 8
    • 84871007470 scopus 로고    scopus 로고
    • A gibbs sampler for bayesian analysis of site-occupancy data
    • Dorazio, R. M., and D. T. Rodriguez. 2012. A Gibbs sampler for Bayesian analysis of site-occupancy data. Methods in Ecology and Evolution 3(6):1093-1098
    • (2012) Methods in Ecology and Evolution , vol.3 , Issue.6 , pp. 1093-1098
    • Dorazio, R.M.1    Rodriguez, D.T.2
  • 9
    • 78149435650 scopus 로고    scopus 로고
    • Coarse-scale distribution surveys and occurrence probability modeling for wolverine in interior alaska
    • Gardner, C. L., J. P. Lawler, J. M. V. Hoef, A. J. Magoun, and K. A. Kellie. 2010. Coarse-scale distribution surveys and occurrence probability modeling for wolverine in interior Alaska. Journal of Wildlife Management 74(8):1894-1903.
    • (2010) Journal Of Wildlife Management , vol.74 , Issue.8 , pp. 1894-1903
    • Gardner, C.L.1    Lawler, J.P.2    Hoef, J.M.V.3    Magoun, A.J.4    Kellie, K.A.5
  • 11
    • 79958850090 scopus 로고    scopus 로고
    • Reconciling multiple data sources to improve accuracy of large-scale prediction of forest disease incidence
    • Hanks, E. M., M. B. Hooten, and F. A. Baker. 2011. Reconciling multiple data sources to improve accuracy of large-scale prediction of forest disease incidence. Ecological Applications 21:1173-1188.
    • (2011) Ecological Applications , vol.21 , pp. 1173-1188
    • Hanks, E.M.1    Hooten, M.B.2    Baker, F.A.3
  • 12
    • 79960981893 scopus 로고    scopus 로고
    • Adding spatiallycorrelated errors can mess up the fixed effects you love
    • Hodges, J. S., and B. J. Reich. 2010. Adding spatiallycorrelated errors can mess up the fixed effects you love. American Statistician 64(4):325-334.
    • (2010) American Statistician , vol.64 , Issue.4 , pp. 325-334
    • Hodges, J.S.1    Reich, B.J.2
  • 14
    • 0242592267 scopus 로고    scopus 로고
    • Predicting the spatial distribution of ground flora on large domains using a hierarchical bayesian model
    • Hooten, M., D. Larsen, and C. Wikle. 2003. Predicting the spatial distribution of ground flora on large domains using a hierarchical Bayesian model. Landscape Ecology 18(5):487-502.
    • (2003) Landscape Ecology , vol.18 , Issue.5 , pp. 487-502
    • Hooten, M.1    Larsen, D.2    Wikle, C.3
  • 15
    • 84871364959 scopus 로고    scopus 로고
    • Dimension reduction and alleviation of confounding for spatial generalized linear mixed models
    • B. dx.doi.org/10.1111/j.1467-9868.2012.01041.x
    • Hughes, J., and M. Haran. 2013. Dimension reduction and alleviation of confounding for spatial generalized linear mixed models. Journal of the Royal Statistical Society, B. dx.doi.org/10.1111/j.1467-9868.2012.01041.x
    • (2013) Journal of the Royal Statistical Society
    • Hughes, J.1    Haran, M.2
  • 18
    • 0000989596 scopus 로고    scopus 로고
    • Estimating site occupancy rates when detection probabilities are less than one
    • MacKenzie, D., J. Nichols, G. Lachman, S. Droege, J. Royle, and C. Langtimm. 2002. Estimating site occupancy rates when detection probabilities are less than one. Ecology 83:2248-2255.
    • (2002) Ecology , vol.83 , pp. 2248-2255
    • MacKenzie, D.1    Nichols, J.2    Lachman, G.3    Droege, S.4    Royle, J.5    Langtimm, C.6
  • 21
    • 0003663926 scopus 로고    scopus 로고
    • Second edition. Chapman and Hall/CRC, Boca Raton, Florida, USA
    • McCullagh, P., and J. A. Nelder. 1999. Generalized linear models. Second edition. Chapman and Hall/CRC, Boca Raton, Florida, US.A.
    • (1999) Generalized Linear Models
    • McCullagh, P.1    Nelder, J.A.2
  • 22
    • 76549254593 scopus 로고
    • Notes on continuous stochastic phenomena
    • Moran, P. 1950. Notes on continuous stochastic phenomena. Biometrika 37:17-23.
    • (1950) Biometrika , vol.37 , pp. 17-23
    • Moran, P.1
  • 23
    • 77957761445 scopus 로고    scopus 로고
    • The importance of scale for spatialconfounding bias and precision of spatial regression estimators
    • Paciorek, C. J. 2010. The importance of scale for spatialconfounding bias and precision of spatial regression estimators. Statistical Science 25(1):107-125.
    • (2010) Statistical Science , vol.25 , Issue.1 , pp. 107-125
    • Paciorek, C.J.1
  • 24
    • 84907095419 scopus 로고    scopus 로고
    • R: A language and environment for statistical computing
    • R Development Core Team Vienna, Austria
    • R Development Core Team. 2011. R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. www.r-project.org
    • (2011) R Foundation for Statistical Computing
  • 25
    • 33845478186 scopus 로고    scopus 로고
    • Effects of residual smoothing on the posterior of the fixed effects in disease-mapping models
    • Reich, B. J., J. S. Hodges, and V. Zadnik. 2006. Effects of residual smoothing on the posterior of the fixed effects in disease-mapping models. Biometrics 62(4):1197-1206.
    • (2006) Biometrics , vol.62 , Issue.4 , pp. 1197-1206
    • Reich, B.J.1    Hodges, J.S.2    Zadnik, V.3
  • 27
    • 33646159748 scopus 로고    scopus 로고
    • Generalized site occupancy models allowing for false positive and false negative errors
    • Royle, J., and W. Link. 2006. Generalized site occupancy models allowing for false positive and false negative errors. Ecology 87:835-841.
    • (2006) Ecology , vol.87 , pp. 835-841
    • Royle, J.1    Link, W.2
  • 29
    • 23744455492 scopus 로고    scopus 로고
    • Markov chain monte carlo estimation of species distributions: A case study of the swift fox in western kansas
    • Sargeant, G., M. Solvada, C. Slivinski, and D. Johnson. 2005. Markov chain Monte Carlo estimation of species distributions: a case study of the swift fox in western Kansas. Journal of Wildlife Management 69:483-497.
    • (2005) Journal of Wildlife Management , vol.69 , pp. 483-497
    • Sargeant, G.1    Solvada, M.2    Slivinski, C.3    Johnson, D.4
  • 30
    • 0026077035 scopus 로고
    • Fire and woodland caribou in southeastern manitoba
    • Schaefer, J. A., and W. O. Pruitt, Jr. 1991. Fire and woodland caribou in southeastern Manitoba. Wildlife Monographs 116:1-39.
    • (1991) Wildlife Monographs , vol.116 , pp. 1-39
    • Schaefer, J.A.1    Pruitt Jr., W.O.2
  • 31
    • 77949379251 scopus 로고    scopus 로고
    • Spectranalysis. second edition: outline of production methodology and description of 27 land cover classes. Unpublished report to Ontario Ministry of Natural Resources. Spectranalysis, Oakville, Ontario, Canada
    • Spectranalysis. 2000. Introduction to the Ontario land cover data base, second edition: outline of production methodology and description of 27 land cover classes. Unpublished report to Ontario Ministry of Natural Resources. Spectranalysis, Oakville, Ontario, Canada.
    • (2000) Introduction to the Ontario Land Cover Data Base
  • 32
    • 0742271656 scopus 로고    scopus 로고
    • A close look at the spatial structure implied by the car and sar models
    • Wall, M. M. 2004. A close look at the spatial structure implied by the CAR and SAR models. Journal of Statistical Planning and Inference 121:311-324.
    • (2004) Journal of Statistical Planning and Inference , vol.121 , pp. 311-324
    • Wall, M.M.1
  • 33
    • 0033453305 scopus 로고    scopus 로고
    • Program mark: Survival estimation from populations of marked animals
    • White, G. C., and K. P. Burnham. 1999. Program mark: survival estimation from populations of marked animals. Bird Study 46(Supplement):120-138.
    • (1999) Bird Study , vol.46 , Issue.SUPPL. , pp. 120-138
    • White, G.C.1    Burnham, K.P.2
  • 34
    • 79958225750 scopus 로고    scopus 로고
    • Low-rank representations for spatial processes
    • in A. E. Gelfand, P. J. Diggle, M. Fuentes, and P. Guttorp, editors CRC Press, Boca Raton, Florida, USA
    • Wikle, C. 2010. Low-rank representations for spatial processes. Pages 107-118 in A. E. Gelfand, P. J. Diggle, M. Fuentes, and P. Guttorp, editors. Handbook of spatial statistics. CRC Press, Boca Raton, Florida, USA.
    • (2010) Handbook of Spatial Statistics , pp. 107-118
    • Wikle, C.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.