메뉴 건너뛰기




Volumn 6, Issue 4, 2015, Pages 412-423

A climate of uncertainty: Accounting for error in climate variables for species distribution models

Author keywords

Climate maps; Errors in variables; Hierarchical statistical models; Measurement error; Prediction error; PRISM; SIMEX

Indexed keywords

THRYOTHORUS; THRYOTHORUS LUDOVICIANUS;

EID: 84926609184     PISSN: None     EISSN: 2041210X     Source Type: Journal    
DOI: 10.1111/2041-210X.12217     Document Type: Article
Times cited : (68)

References (50)
  • 1
    • 0141791136 scopus 로고    scopus 로고
    • A general maximum likelihood analysis of measurement error in generalized linear models
    • Aitkin, M. & Rocci, R. (2002) A general maximum likelihood analysis of measurement error in generalized linear models. Statistics and Computing, 12, 163-174.
    • (2002) Statistics and Computing , vol.12 , pp. 163-174
    • Aitkin, M.1    Rocci, R.2
  • 2
    • 84860689596 scopus 로고    scopus 로고
    • Fine-resolution (25 m) topoclimatic grids of near-surface (5 cm) extreme temperatures and humidities across various habitats in a large (200×300 km) and diverse region
    • Ashcroft, M.B. & Gollan, J.R. (2012) Fine-resolution (25 m) topoclimatic grids of near-surface (5 cm) extreme temperatures and humidities across various habitats in a large (200×300 km) and diverse region. International Journal of Climatology, 32, 2134-2148.
    • (2012) International Journal of Climatology , vol.32 , pp. 2134-2148
    • Ashcroft, M.B.1    Gollan, J.R.2
  • 3
    • 13444262053 scopus 로고    scopus 로고
    • Spatstat: an R package for analyzing spatial point patterns
    • Baddeley, A. & Turner, R. (2005) Spatstat: an R package for analyzing spatial point patterns. Journal of Statistical Software, 6, 1-42.
    • (2005) Journal of Statistical Software , vol.6 , pp. 1-42
    • Baddeley, A.1    Turner, R.2
  • 4
    • 84881009184 scopus 로고    scopus 로고
    • Assessing uncertainty in high-resolution spatial climate data across the US northeast
    • Bishop, D.A. & Beier, C.M. (2013) Assessing uncertainty in high-resolution spatial climate data across the US northeast. PLoS One, 8, e70260.
    • (2013) PLoS One , vol.8 , pp. e70260
    • Bishop, D.A.1    Beier, C.M.2
  • 6
    • 12944287801 scopus 로고    scopus 로고
    • Why environmental scientists are becoming Bayesians
    • Clark, J.S. (2005) Why environmental scientists are becoming Bayesians. Ecology Letters, 8, 2-14.
    • (2005) Ecology Letters , vol.8 , pp. 2-14
    • Clark, J.S.1
  • 7
    • 84950936262 scopus 로고
    • Simulation-extrapolation estimation in parametric measurement error models
    • Cook, J.R. & Stefanski, L.A. (1994) Simulation-extrapolation estimation in parametric measurement error models. Journal of the American Statistical Association, 89, 1314-1328.
    • (1994) Journal of the American Statistical Association , vol.89 , pp. 1314-1328
    • Cook, J.R.1    Stefanski, L.A.2
  • 8
    • 0003548569 scopus 로고    scopus 로고
    • revised edn. John Wiley & Sons, Inc, New York.
    • Cressie, N. (2003) Statistics for Spatial Data, revised edn. John Wiley & Sons, Inc, New York.
    • (2003) Statistics for Spatial Data
    • Cressie, N.1
  • 10
    • 65349116559 scopus 로고    scopus 로고
    • Accounting for uncertainty in ecological analysis: the strengths and limitations of hierarchical statistical modeling
    • Cressie, N., Calder, C.A., Clark, J.S., Ver Hoef, J.M. & Wikle, C.K. (2009) Accounting for uncertainty in ecological analysis: the strengths and limitations of hierarchical statistical modeling. Ecological Applications, 19, 553-570.
    • (2009) Ecological Applications , vol.19 , pp. 553-570
    • Cressie, N.1    Calder, C.A.2    Clark, J.S.3    Ver Hoef, J.M.4    Wikle, C.K.5
  • 11
    • 33646439129 scopus 로고    scopus 로고
    • Guidelines for assessing the suitability of spatial climate data sets
    • Daly, C. (2006) Guidelines for assessing the suitability of spatial climate data sets. International Journal of Climatology, 26, 707-721.
    • (2006) International Journal of Climatology , vol.26 , pp. 707-721
    • Daly, C.1
  • 12
    • 0028552275 scopus 로고
    • A statistical-topographic model for mapping climatological precipitation over mountainous terrain
    • Daly, C., Neilson, R.P. & Phillips, D.L. (1994) A statistical-topographic model for mapping climatological precipitation over mountainous terrain. Journal of Applied Meteorology, 33, 140-158.
    • (1994) Journal of Applied Meteorology , vol.33 , pp. 140-158
    • Daly, C.1    Neilson, R.P.2    Phillips, D.L.3
  • 15
    • 36549008682 scopus 로고    scopus 로고
    • High-resolution spatial modeling of daily weather elements for a catchment in the Oregon Cascade Mountains, United States
    • Daly, C., Smith, J.W., Smith, J.I. & McKane, R.B. (2007) High-resolution spatial modeling of daily weather elements for a catchment in the Oregon Cascade Mountains, United States. Journal of Applied Meteorology and Climatology, 46, 1565-1586.
    • (2007) Journal of Applied Meteorology and Climatology , vol.46 , pp. 1565-1586
    • Daly, C.1    Smith, J.W.2    Smith, J.I.3    McKane, R.B.4
  • 17
    • 79957581806 scopus 로고    scopus 로고
    • The Bayesian conditional independence model for measurement error: applications in ecology
    • Denham, R.J., Falk, M.G. & Mengersen, K.L. (2011) The Bayesian conditional independence model for measurement error: applications in ecology. Environmental and Ecological Statistics, 18, 239-255.
    • (2011) Environmental and Ecological Statistics , vol.18 , pp. 239-255
    • Denham, R.J.1    Falk, M.G.2    Mengersen, K.L.3
  • 18
    • 0031464370 scopus 로고    scopus 로고
    • Daily air temperature interpolated at high spatial resolution over a large mountainous region
    • Dodson, R. & Marks, D. (1997) Daily air temperature interpolated at high spatial resolution over a large mountainous region. Climate Research, 8, 1-20.
    • (1997) Climate Research , vol.8 , pp. 1-20
    • Dodson, R.1    Marks, D.2
  • 19
    • 73949141293 scopus 로고    scopus 로고
    • Species distribution models: ecological explanation and prediction across space and time
    • Elith, J. & Leathwick, J. (2009) Species distribution models: ecological explanation and prediction across space and time. Annual Review of Ecology, Evolution, and Systematics, 40, 677-697.
    • (2009) Annual Review of Ecology, Evolution, and Systematics , vol.40 , pp. 677-697
    • Elith, J.1    Leathwick, J.2
  • 21
    • 84900431307 scopus 로고    scopus 로고
    • Characterizing uncertainty in species distribution models derived from interpolated weather station data
    • Fernández, M., Hamilton, H. & Kueppers, L.M. (2013) Characterizing uncertainty in species distribution models derived from interpolated weather station data. Ecosphere, 61. doi: 10.1890/ES13-00049.1.
    • (2013) Ecosphere , vol.61
    • Fernández, M.1    Hamilton, H.2    Kueppers, L.M.3
  • 22
    • 84890888563 scopus 로고    scopus 로고
    • Finite-sample equivalence in statistical models for presence-only data
    • Fithian, W. & Hastie, T. (2013) Finite-sample equivalence in statistical models for presence-only data. The Annals of Applied Statistics, 7, 1837-1939.
    • (2013) The Annals of Applied Statistics , vol.7 , pp. 1837-1939
    • Fithian, W.1    Hastie, T.2
  • 23
    • 84887244547 scopus 로고    scopus 로고
    • Integrating ensemble species distribution modelling and statistical phylogeography to inform projections of climate change impacts on species distributions
    • Forester, B.R., DeChaine, E.G. & Bunn, A.G. (2013) Integrating ensemble species distribution modelling and statistical phylogeography to inform projections of climate change impacts on species distributions. Diversity and Distributions, 19, 1480-1495.
    • (2013) Diversity and Distributions , vol.19 , pp. 1480-1495
    • Forester, B.R.1    DeChaine, E.G.2    Bunn, A.G.3
  • 27
    • 0031870942 scopus 로고    scopus 로고
    • Mapping monthly precipitation, temperature, and solar radiation for Ireland with polynomial regression and a digital elevation model
    • Goodale, C., Aber, J. & Ollinger, S. (1998) Mapping monthly precipitation, temperature, and solar radiation for Ireland with polynomial regression and a digital elevation model. Climate Research, 10, 35-49.
    • (1998) Climate Research , vol.10 , pp. 35-49
    • Goodale, C.1    Aber, J.2    Ollinger, S.3
  • 32
    • 23444453883 scopus 로고    scopus 로고
    • Estimation of areal precipitation for runoff modelling using wind data: a case study in Sweden
    • Johansson, B. & Chen, D. (2005) Estimation of areal precipitation for runoff modelling using wind data: a case study in Sweden. Climate Research, 29, 53-61.
    • (2005) Climate Research , vol.29 , pp. 53-61
    • Johansson, B.1    Chen, D.2
  • 33
    • 34547147162 scopus 로고    scopus 로고
    • A short introduction to the SIMEX and MCSIMEX
    • Lederer, W. and Kuchenhoff, H. (2006) A short introduction to the SIMEX and MCSIMEX. R News, 6.4, 26-31.
    • (2006) R News , vol.64 , pp. 26-31
    • Lederer, W.1    Kuchenhoff, H.2
  • 34
    • 70349249569 scopus 로고    scopus 로고
    • Spatial linear mixed models with covariate measurement errors
    • Li, Y., Tang, H. & Lin, X. (2009) Spatial linear mixed models with covariate measurement errors. Statistica Sinica, 19, 1077-1093.
    • (2009) Statistica Sinica , vol.19 , pp. 1077-1093
    • Li, Y.1    Tang, H.2    Lin, X.3
  • 37
    • 84867663184 scopus 로고    scopus 로고
    • Fine-scale environmental variation in species distribution modelling: regression dilution, latent variables and neighbourly advice
    • McInerny, G.J. & Purves, D.W. (2011) Fine-scale environmental variation in species distribution modelling: regression dilution, latent variables and neighbourly advice. Methods in Ecology and Evolution, 2, 248-257.
    • (2011) Methods in Ecology and Evolution , vol.2 , pp. 248-257
    • McInerny, G.J.1    Purves, D.W.2
  • 38
    • 0141856572 scopus 로고    scopus 로고
    • Predicting the impacts of climate change on the distribution of species: are bioclimate envelope models useful?
    • Pearson, R.G. & Dawson, T.P. (2003) Predicting the impacts of climate change on the distribution of species: are bioclimate envelope models useful? Global Ecology and Biogeography, 12, 361-371.
    • (2003) Global Ecology and Biogeography , vol.12 , pp. 361-371
    • Pearson, R.G.1    Dawson, T.P.2
  • 39
    • 41449100102 scopus 로고    scopus 로고
    • Modeling of species distributions with Maxent: new extensions and a comprehensive evaluation
    • Phillips, S.J. & Dudík, M. (2008) Modeling of species distributions with Maxent: new extensions and a comprehensive evaluation. Ecography, 31, 161-175.
    • (2008) Ecography , vol.31 , pp. 161-175
    • Phillips, S.J.1    Dudík, M.2
  • 40
    • 0026496836 scopus 로고
    • A comparison of geostatistical procedures for spatial analysis of precipitation in mountainous terrain
    • Phillips, D.L., Dolph, J. & Marks, D. (1992) A comparison of geostatistical procedures for spatial analysis of precipitation in mountainous terrain. Agricultural and Forest Meteorology, 58, 119-141.
    • (1992) Agricultural and Forest Meteorology , vol.58 , pp. 119-141
    • Phillips, D.L.1    Dolph, J.2    Marks, D.3
  • 41
    • 84877631011 scopus 로고    scopus 로고
    • Should species distribution models account for spatial autocorrelation? A test of model projections across eight millennia of climate change
    • Record, S., Fitzpatrick, M.C., Finley, A.O., Veloz, S. & Ellison, A.M. (2013) Should species distribution models account for spatial autocorrelation? A test of model projections across eight millennia of climate change. Global Ecology and Biogeography, 22, 760-771.
    • (2013) Global Ecology and Biogeography , vol.22 , pp. 760-771
    • Record, S.1    Fitzpatrick, M.C.2    Finley, A.O.3    Veloz, S.4    Ellison, A.M.5
  • 42
    • 84875940984 scopus 로고    scopus 로고
    • Equivalence of MAXENT and Poisson point process models for species distribution modeling in ecology
    • Renner, I.W. & Warton, D.I. (2013) Equivalence of MAXENT and Poisson point process models for species distribution modeling in ecology. Biometrics, 69, 274-281.
    • (2013) Biometrics , vol.69 , pp. 274-281
    • Renner, I.W.1    Warton, D.I.2
  • 43
    • 84863982602 scopus 로고    scopus 로고
    • Likelihood analysis of species occurrence probability from presence-only data for modelling species distributions
    • Royle, A.R., Chandler, R.B., Yackulic, C. & Nicholas, J.D. (2012) Likelihood analysis of species occurrence probability from presence-only data for modelling species distributions. Methods in Ecology and Evolution, 3, 545-554.
    • (2012) Methods in Ecology and Evolution , vol.3 , pp. 545-554
    • Royle, A.R.1    Chandler, R.B.2    Yackulic, C.3    Nicholas, J.D.4
  • 44
    • 0001581094 scopus 로고
    • Covariate measurement error in generalized linear models
    • Schafer, D.W. (1987) Covariate measurement error in generalized linear models. Biometrika, 72, 385-391.
    • (1987) Biometrika , vol.72 , pp. 385-391
    • Schafer, D.W.1
  • 45
    • 77349123582 scopus 로고    scopus 로고
    • Impact of quality of climate models for modelling species occurrences in countries with poor climatic documentation: a case study from Bolivia
    • Soria-Auza, R.W., Kessler, M., Bach, K., Barajas-Barbosa, P.M., Lehnert, M., Herzog, S.K. & Böhner, J. (2010) Impact of quality of climate models for modelling species occurrences in countries with poor climatic documentation: a case study from Bolivia. Ecological Modelling, 221, 1221-1229.
    • (2010) Ecological Modelling , vol.221 , pp. 1221-1229
    • Soria-Auza, R.W.1    Kessler, M.2    Bach, K.3    Barajas-Barbosa, P.M.4    Lehnert, M.5    Herzog, S.K.6    Böhner, J.7
  • 46
    • 0000681041 scopus 로고
    • Some new mathematical methods for variational objective analysis using splines and cross validation
    • Wahba, G. & Wendelberger, J. (1980) Some new mathematical methods for variational objective analysis using splines and cross validation. Monthly Weather Review, 108, 1122-1143.
    • (1980) Monthly Weather Review , vol.108 , pp. 1122-1143
    • Wahba, G.1    Wendelberger, J.2
  • 47
    • 84950432017 scopus 로고
    • A Monte Carlo implementation of the EM algorithm and the poor man's data augmentation algorithms
    • Wei, G.C.G. & Tanner, M.A. (1990) A Monte Carlo implementation of the EM algorithm and the poor man's data augmentation algorithms. Journal of the American Statistical Association, 85, 699-704.
    • (1990) Journal of the American Statistical Association , vol.85 , pp. 699-704
    • Wei, G.C.G.1    Tanner, M.A.2
  • 48
    • 84885424761 scopus 로고    scopus 로고
    • Probabilistic accounting of uncertainty in forecasts of species distributions under climate change
    • Wenger, S.J., Som, N.A., Dauwalter, D.C., Isaak, D.J., Neville, H.M., Luce, C.H. et al. (2013) Probabilistic accounting of uncertainty in forecasts of species distributions under climate change. Global Climate Change, 19, 3343-3354.
    • (2013) Global Climate Change , vol.19 , pp. 3343-3354
    • Wenger, S.J.1    Som, N.A.2    Dauwalter, D.C.3    Isaak, D.J.4    Neville, H.M.5    Luce, C.H.6
  • 49
    • 0032582033 scopus 로고    scopus 로고
    • Spatio-temporal models with errors in covariates: mapping Ohio lung cancer mortality
    • Xia, H. & Carlin, B.P. (1998) Spatio-temporal models with errors in covariates: mapping Ohio lung cancer mortality. Statistics in Medicine, 17, 2025-2043.
    • (1998) Statistics in Medicine , vol.17 , pp. 2025-2043
    • Xia, H.1    Carlin, B.P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.