메뉴 건너뛰기




Volumn 156, Issue , 2012, Pages 94-104

Comparison of five modelling techniques to predict the spatial distribution and abundance of seabirds

Author keywords

Important bird area (IBA); Machine learning; Marine protected area; Portugal; Shearwater; Species distribution model

Indexed keywords

ABUNDANCE; ABUNDANCE ESTIMATION; COMPARATIVE STUDY; ENVIRONMENTAL IMPACT; NUMERICAL MODEL; SEABIRD; SPATIAL ANALYSIS; SPATIAL DISTRIBUTION; STATISTICAL ANALYSIS;

EID: 84867684103     PISSN: 00063207     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.biocon.2011.11.013     Document Type: Article
Times cited : (239)

References (96)
  • 1
    • 78751584793 scopus 로고    scopus 로고
    • Improving social acceptability of marine protected area networks: a method for estimating opportunity costs to multiple gear types in both fished and currently unfished areas
    • Adams V.M., Mills M., Jupiter S.D., Pressey R.L. Improving social acceptability of marine protected area networks: a method for estimating opportunity costs to multiple gear types in both fished and currently unfished areas. Biological Conservation 2011, 144:350-361.
    • (2011) Biological Conservation , vol.144 , pp. 350-361
    • Adams, V.M.1    Mills, M.2    Jupiter, S.D.3    Pressey, R.L.4
  • 3
    • 33748529602 scopus 로고    scopus 로고
    • Five (or so) challenges for species distribution modelling
    • Araújo M.B., Guisan A. Five (or so) challenges for species distribution modelling. Journal of Biogeography 2006, 33:1677-1688.
    • (2006) Journal of Biogeography , vol.33 , pp. 1677-1688
    • Araújo, M.B.1    Guisan, A.2
  • 4
    • 33845633261 scopus 로고    scopus 로고
    • Ensemble forecasting of species distributions
    • Araújo M.B., New M. Ensemble forecasting of species distributions. Trends in Ecology & Evolution 2007, 22:42-47.
    • (2007) Trends in Ecology & Evolution , vol.22 , pp. 42-47
    • Araújo, M.B.1    New, M.2
  • 5
    • 35748978234 scopus 로고    scopus 로고
    • Empirical characterization of random forest variable importance measures
    • Archer K.J., Kimes R.V. Empirical characterization of random forest variable importance measures. Computational Statistics and Data Analysis 2008, 52:2249-2260.
    • (2008) Computational Statistics and Data Analysis , vol.52 , pp. 2249-2260
    • Archer, K.J.1    Kimes, R.V.2
  • 7
    • 33847675260 scopus 로고    scopus 로고
    • Species distribution models and ecological theory: a critical assessment and some possible new approaches
    • Austin M. Species distribution models and ecological theory: a critical assessment and some possible new approaches. Ecological Modelling 2007, 200:1-19.
    • (2007) Ecological Modelling , vol.200 , pp. 1-19
    • Austin, M.1
  • 10
    • 84871920651 scopus 로고    scopus 로고
    • BirdLife International, Marine IBAs in the European Union. BirdLife International, Brussels, Belgium.
    • BirdLife International, 2010a. Marine IBAs in the European Union. BirdLife International, Brussels, Belgium.
    • (2010)
  • 11
    • 84871921341 scopus 로고    scopus 로고
    • BirdLife International, Marine Important Bird Areas Toolkit: Standardised Techniques for Identifying Priority Sites for the Conservation of Seabirds At-Sea. BirdLife International, Cambridge, UK.
    • BirdLife International, 2010b. Marine Important Bird Areas Toolkit: Standardised Techniques for Identifying Priority Sites for the Conservation of Seabirds At-Sea. BirdLife International, Cambridge, UK.
    • (2010)
  • 12
  • 14
    • 12944322666 scopus 로고    scopus 로고
    • Recording foraging seabirds at sea: standardised recording and coding of foraging behaviour and multi-species foraging associations
    • Camphuysen K.C.J., Garthe S. Recording foraging seabirds at sea: standardised recording and coding of foraging behaviour and multi-species foraging associations. Atlantic Seabirds 2004, 6:1-32.
    • (2004) Atlantic Seabirds , vol.6 , pp. 1-32
    • Camphuysen, K.C.J.1    Garthe, S.2
  • 15
    • 70350397840 scopus 로고    scopus 로고
    • Ensemble models predict Important Bird Areas in southern Africa will become less effective for conserving endemic birds under climate change
    • Coetzee B.W.T., Robertson M.P., Erasmus B.F.N., van Rensburg B.J., Thuiller W. Ensemble models predict Important Bird Areas in southern Africa will become less effective for conserving endemic birds under climate change. Global Ecology and Biogeography 2009, 18:701-710.
    • (2009) Global Ecology and Biogeography , vol.18 , pp. 701-710
    • Coetzee, B.W.T.1    Robertson, M.P.2    Erasmus, B.F.N.3    van Rensburg, B.J.4    Thuiller, W.5
  • 16
    • 0026301299 scopus 로고
    • Population regulation of seabirds: implications of their demography for conservation
    • Oxford University Press, Oxford, UK, C.M. Perrins, J.D. Lebreton, G.M. Hirons (Eds.)
    • Croxall J., Rothery P. Population regulation of seabirds: implications of their demography for conservation. Bird Population Studies, Relevance to Conservation and Management 1991, 272-296. Oxford University Press, Oxford, UK. C.M. Perrins, J.D. Lebreton, G.M. Hirons (Eds.).
    • (1991) Bird Population Studies, Relevance to Conservation and Management , pp. 272-296
    • Croxall, J.1    Rothery, P.2
  • 18
    • 79959363638 scopus 로고    scopus 로고
    • Models for estimating abundance from repeated counts of an open metapopulation
    • Dail D., Madsen L. Models for estimating abundance from repeated counts of an open metapopulation. Biometrics 2011, 67:577-578.
    • (2011) Biometrics , vol.67 , pp. 577-578
    • Dail, D.1    Madsen, L.2
  • 19
    • 33847215823 scopus 로고    scopus 로고
    • Effects of incorporating spatial autocorrelation into the analysis of species distribution data
    • Dormann C.F. Effects of incorporating spatial autocorrelation into the analysis of species distribution data. Global Ecology and Biogeography 2007, 16:129-138.
    • (2007) Global Ecology and Biogeography , vol.16 , pp. 129-138
    • Dormann, C.F.1
  • 21
    • 60249084749 scopus 로고    scopus 로고
    • Components of uncertainty in species distribution analysis: a case study of the Great Grey Shrike
    • Dormann C.F., Purschke O., Marquez J.R.G., Lautenbach S., Schröder B. Components of uncertainty in species distribution analysis: a case study of the Great Grey Shrike. Ecology 2008, 89:3371-3386.
    • (2008) Ecology , vol.89 , pp. 3371-3386
    • Dormann, C.F.1    Purschke, O.2    Marquez, J.R.G.3    Lautenbach, S.4    Schröder, B.5
  • 22
    • 63849287596 scopus 로고    scopus 로고
    • Do they? How do they? WHY do they differ? On finding reasons for differing performances of species distribution models
    • Elith J., Graham C.H. Do they? How do they? WHY do they differ? On finding reasons for differing performances of species distribution models. Ecography 2009, 32:66-77.
    • (2009) Ecography , vol.32 , pp. 66-77
    • Elith, J.1    Graham, C.H.2
  • 25
    • 73949141293 scopus 로고    scopus 로고
    • Species distribution models: ecological explanation and prediction across space and time
    • Elith J., Leathwick J.R. Species distribution models: ecological explanation and prediction across space and time. Annual Review of Ecology, Evolution, and Systematics 2009, 40:677-697.
    • (2009) Annual Review of Ecology, Evolution, and Systematics , vol.40 , pp. 677-697
    • Elith, J.1    Leathwick, J.R.2
  • 31
  • 32
    • 0000960565 scopus 로고
    • The contiguity ratio and statistical mapping
    • Geary R.C. The contiguity ratio and statistical mapping. Incorporated Statistician 1954, 5:115-146.
    • (1954) Incorporated Statistician , vol.5 , pp. 115-146
    • Geary, R.C.1
  • 38
    • 79955504883 scopus 로고    scopus 로고
    • Decomposing environmental, spatial, and spatiotemporal components of species distributions
    • Hothorn T., Müller J., Schröder B., Kneib T., Brandl R. Decomposing environmental, spatial, and spatiotemporal components of species distributions. Ecological Monographs 2011, 81:329-347.
    • (2011) Ecological Monographs , vol.81 , pp. 329-347
    • Hothorn, T.1    Müller, J.2    Schröder, B.3    Kneib, T.4    Brandl, R.5
  • 39
    • 33749383873 scopus 로고    scopus 로고
    • Large-scale effects on the spatial distribution of seabirds in the Northwest Atlantic
    • Huettmann F., Diamond A. Large-scale effects on the spatial distribution of seabirds in the Northwest Atlantic. Landscape Ecology 2006, 21:1089-1108.
    • (2006) Landscape Ecology , vol.21 , pp. 1089-1108
    • Huettmann, F.1    Diamond, A.2
  • 40
    • 0035389277 scopus 로고    scopus 로고
    • Seabird colony locations and environmental determination of seabird distribution: a spatially explicit breeding seabird model for the Northwest Atlantic
    • Huettmann F., Diamond A.W. Seabird colony locations and environmental determination of seabird distribution: a spatially explicit breeding seabird model for the Northwest Atlantic. Ecological Modelling 2001, 141:261-298.
    • (2001) Ecological Modelling , vol.141 , pp. 261-298
    • Huettmann, F.1    Diamond, A.W.2
  • 41
    • 80055061923 scopus 로고    scopus 로고
    • Incorporating boosted regression trees into ecological latent variable models
    • Association for the Advancement of Artificial Intelligence, San Francisco, CA
    • Hutchinson R.A., Liu L.-P., Dietterich T.G. Incorporating boosted regression trees into ecological latent variable models. 25th AAAI Conference on Artificial Intelligence 2011, Association for the Advancement of Artificial Intelligence, San Francisco, CA.
    • (2011) 25th AAAI Conference on Artificial Intelligence
    • Hutchinson, R.A.1    Liu, L.-P.2    Dietterich, T.G.3
  • 42
  • 45
    • 77953929268 scopus 로고    scopus 로고
    • The uncertain nature of absences and their importance in species distribution modelling
    • Lobo J.M., Jiménez-Valverde A., Hortal J. The uncertain nature of absences and their importance in species distribution modelling. Ecography 2010, 33:103-114.
    • (2010) Ecography , vol.33 , pp. 103-114
    • Lobo, J.M.1    Jiménez-Valverde, A.2    Hortal, J.3
  • 47
    • 33749548199 scopus 로고    scopus 로고
    • Oceanographic habitat of an endangered Mediterranean procellariiform: implications for marine protected areas
    • Louzao M., Hyrenbach K., Arcos J., Abelló P., de Sola L., Oro D. Oceanographic habitat of an endangered Mediterranean procellariiform: implications for marine protected areas. Ecological Applications 2006, 16:1683-1695.
    • (2006) Ecological Applications , vol.16 , pp. 1683-1695
    • Louzao, M.1    Hyrenbach, K.2    Arcos, J.3    Abelló, P.4    de Sola, L.5    Oro, D.6
  • 48
    • 33748429483 scopus 로고    scopus 로고
    • Small pelagic fish, trawling discards and breeding performance of the critically endangered Balearic shearwater: improving conservation diagnosis
    • Louzao M., Igual J., McMinn M., Aguilar J., Triay R., Oro D. Small pelagic fish, trawling discards and breeding performance of the critically endangered Balearic shearwater: improving conservation diagnosis. Marine Ecology Progress Series 2006, 318:247-254.
    • (2006) Marine Ecology Progress Series , vol.318 , pp. 247-254
    • Louzao, M.1    Igual, J.2    McMinn, M.3    Aguilar, J.4    Triay, R.5    Oro, D.6
  • 49
  • 53
    • 70349243623 scopus 로고    scopus 로고
    • Comparison of hierarchical Bayesian models for overdispersed count data using DIC and Bayes' factors
    • Millar R.B. Comparison of hierarchical Bayesian models for overdispersed count data using DIC and Bayes' factors. Biometrics 2009, 65:962-969.
    • (2009) Biometrics , vol.65 , pp. 962-969
    • Millar, R.B.1
  • 54
    • 67651189511 scopus 로고    scopus 로고
    • Composite front maps for improved visibility of dynamic sea-surface features on cloudy SeaWiFS and AVHRR data
    • Miller P. Composite front maps for improved visibility of dynamic sea-surface features on cloudy SeaWiFS and AVHRR data. Journal of Marine Systems 2009, 78:327-336.
    • (2009) Journal of Marine Systems , vol.78 , pp. 327-336
    • Miller, P.1
  • 55
    • 33845332422 scopus 로고    scopus 로고
    • Landscape zonation, benefit functions and target-based planning: unifying reserve selection strategies
    • Moilanen A. Landscape zonation, benefit functions and target-based planning: unifying reserve selection strategies. Biological Conservation 2007, 134:571-579.
    • (2007) Biological Conservation , vol.134 , pp. 571-579
    • Moilanen, A.1
  • 57
    • 76549254593 scopus 로고
    • Notes on continuous stochastic phenomena
    • Moran P.A.P. Notes on continuous stochastic phenomena. Biometrika 1950, 37:17.
    • (1950) Biometrika , vol.37 , pp. 17
    • Moran, P.A.P.1
  • 58
    • 0141746142 scopus 로고    scopus 로고
    • Status of the Balearic shearwater (Puffinus mauretanicus) on Galician coast (NW Iberian Peninsula)
    • Mouriño J., Arcos F., Salvadores R., Sandoval A., Vidal C. Status of the Balearic shearwater (Puffinus mauretanicus) on Galician coast (NW Iberian Peninsula). Scientia Marina 2003, 67:135-142.
    • (2003) Scientia Marina , vol.67 , pp. 135-142
    • Mouriño, J.1    Arcos, F.2    Salvadores, R.3    Sandoval, A.4    Vidal, C.5
  • 60
    • 67349186340 scopus 로고    scopus 로고
    • International importance of the eastern Chukchi Sea as a staging area for migrating King Eiders
    • Oppel S., Dickson D.L., Powell A.N. International importance of the eastern Chukchi Sea as a staging area for migrating King Eiders. Polar Biology 2009, 32:775-783.
    • (2009) Polar Biology , vol.32 , pp. 775-783
    • Oppel, S.1    Dickson, D.L.2    Powell, A.N.3
  • 61
    • 0345832356 scopus 로고    scopus 로고
    • Modelling demography and extinction risk in the endangered Balearic shearwater
    • Oro D., Aguilar J.S., Igual J.M., Louzao M. Modelling demography and extinction risk in the endangered Balearic shearwater. Biological Conservation 2004, 116:93-102.
    • (2004) Biological Conservation , vol.116 , pp. 93-102
    • Oro, D.1    Aguilar, J.S.2    Igual, J.M.3    Louzao, M.4
  • 62
    • 27944446350 scopus 로고    scopus 로고
    • Maximum entropy modeling of species geographic distributions
    • Phillips S.J., Anderson R.P., Schapire R.E. Maximum entropy modeling of species geographic distributions. Ecological Modelling 2006, 190:231-259.
    • (2006) Ecological Modelling , vol.190 , pp. 231-259
    • Phillips, S.J.1    Anderson, R.P.2    Schapire, R.E.3
  • 63
    • 41449100102 scopus 로고    scopus 로고
    • Modeling of species distributions with Maxent: new extensions and a comprehensive evaluation
    • Phillips S.J., Dudik M. Modeling of species distributions with Maxent: new extensions and a comprehensive evaluation. Ecography 2008, 31:161-175.
    • (2008) Ecography , vol.31 , pp. 161-175
    • Phillips, S.J.1    Dudik, M.2
  • 64
    • 77955452660 scopus 로고    scopus 로고
    • POC plots: calibrating species distribution models with presence-only data
    • Phillips S.J., Elith J. POC plots: calibrating species distribution models with presence-only data. Ecology 2010, 91:2476-2484.
    • (2010) Ecology , vol.91 , pp. 2476-2484
    • Phillips, S.J.1    Elith, J.2
  • 65
    • 33744519085 scopus 로고    scopus 로고
    • Predictable hotspots and foraging habitat of the endangered short-tailed albatross (Phoebastria albatrus) in the North Pacific: Implications for conservation
    • Piatt J.F., Wetzel J., Bell K., DeGange A.R., Balogh G.R., Drew G.S., Geernaert T., Ladd C., Byrd G.V. Predictable hotspots and foraging habitat of the endangered short-tailed albatross (Phoebastria albatrus) in the North Pacific: Implications for conservation. Deep Sea Research Part II 2006, 53:387-398.
    • (2006) Deep Sea Research Part II , vol.53 , pp. 387-398
    • Piatt, J.F.1    Wetzel, J.2    Bell, K.3    DeGange, A.R.4    Balogh, G.R.5    Drew, G.S.6    Geernaert, T.7    Ladd, C.8    Byrd, G.V.9
  • 66
    • 48949115072 scopus 로고    scopus 로고
    • How to evaluate models: observed vs. predicted or predicted vs. observed?
    • Pineiro G., Perelman S., Guerschman J.P., Paruelo J.M. How to evaluate models: observed vs. predicted or predicted vs. observed?. Ecological Modelling 2008, 216:316-322.
    • (2008) Ecological Modelling , vol.216 , pp. 316-322
    • Pineiro, G.1    Perelman, S.2    Guerschman, J.P.3    Paruelo, J.M.4
  • 67
    • 33750031544 scopus 로고    scopus 로고
    • Comparing species abundance models
    • Potts J.M., Elith J. Comparing species abundance models. Ecological Modelling 2006, 199:153-163.
    • (2006) Ecological Modelling , vol.199 , pp. 153-163
    • Potts, J.M.1    Elith, J.2
  • 68
    • 33645330972 scopus 로고    scopus 로고
    • Newer classification and regression tree techniques: bagging and random forests for ecological prediction
    • Prasad A.M., Iverson L.R., Liaw A. Newer classification and regression tree techniques: bagging and random forests for ecological prediction. Ecosystems 2006, 9:181-199.
    • (2006) Ecosystems , vol.9 , pp. 181-199
    • Prasad, A.M.1    Iverson, L.R.2    Liaw, A.3
  • 71
    • 32644490007 scopus 로고    scopus 로고
    • Constrain to perform: regularization of habitat models
    • Reineking B., Schröder B. Constrain to perform: regularization of habitat models. Ecological Modelling 2006, 193:675-690.
    • (2006) Ecological Modelling , vol.193 , pp. 675-690
    • Reineking, B.1    Schröder, B.2
  • 72
    • 79955530154 scopus 로고    scopus 로고
    • A robust-design formulation of the incidence function model of metapopulation dynamics applied to two species of rails
    • Risk B.B., de Valpine P., Beissinger S.R. A robust-design formulation of the incidence function model of metapopulation dynamics applied to two species of rails. Ecology 2011, 92:462-474.
    • (2011) Ecology , vol.92 , pp. 462-474
    • Risk, B.B.1    de Valpine, P.2    Beissinger, S.R.3
  • 74
    • 70349768682 scopus 로고    scopus 로고
    • Estimating seabird densities from vessel transects: distance sampling and implications for strip transects
    • Ronconi R.A., Burger A.E. Estimating seabird densities from vessel transects: distance sampling and implications for strip transects. Aquatic Biology 2009, 4:297-309.
    • (2009) Aquatic Biology , vol.4 , pp. 297-309
    • Ronconi, R.A.1    Burger, A.E.2
  • 76
    • 54549095727 scopus 로고    scopus 로고
    • Challenges of species distribution modeling belowground
    • Schröder B. Challenges of species distribution modeling belowground. Journal of Plant Nutrition and Soil Science 2008, 171:325-337.
    • (2008) Journal of Plant Nutrition and Soil Science , vol.171 , pp. 325-337
    • Schröder, B.1
  • 77
    • 4644223644 scopus 로고    scopus 로고
    • An evaluation of methods for modelling species distributions
    • Segurado P., Araújo M.B. An evaluation of methods for modelling species distributions. Journal of Biogeography 2004, 31:1555-1568.
    • (2004) Journal of Biogeography , vol.31 , pp. 1555-1568
    • Segurado, P.1    Araújo, M.B.2
  • 78
    • 66149164332 scopus 로고    scopus 로고
    • Traditional occupancy-abundance models are inadequate for zero-inflated ecological count data
    • Sileshi G., Hailu G., Nyadzi G.I. Traditional occupancy-abundance models are inadequate for zero-inflated ecological count data. Ecological Modelling 2009, 220:1764-1775.
    • (2009) Ecological Modelling , vol.220 , pp. 1764-1775
    • Sileshi, G.1    Hailu, G.2    Nyadzi, G.I.3
  • 79
    • 58549090711 scopus 로고    scopus 로고
    • Developing best practice for using Marxan to locate marine protected areas in European waters
    • Smith R.J., Eastwood P.D., Ota Y., Rogers S.I. Developing best practice for using Marxan to locate marine protected areas in European waters. ICES Journal of Marine Science 2009, 66:188-194.
    • (2009) ICES Journal of Marine Science , vol.66 , pp. 188-194
    • Smith, R.J.1    Eastwood, P.D.2    Ota, Y.3    Rogers, S.I.4
  • 80
    • 72049101205 scopus 로고    scopus 로고
    • Differences in spatial predictions among species distribution modeling methods vary with species traits and environmental predictors
    • Syphard A.D., Franklin J. Differences in spatial predictions among species distribution modeling methods vary with species traits and environmental predictors. Ecography 2009, 32:907-918.
    • (2009) Ecography , vol.32 , pp. 907-918
    • Syphard, A.D.1    Franklin, J.2
  • 81
    • 0000906366 scopus 로고
    • Counting seabirds at sea from ships: a review of methods employed and a suggestion for a standardized approach
    • Tasker M.L., Jones P.H., Dixon T., Blake B.F. Counting seabirds at sea from ships: a review of methods employed and a suggestion for a standardized approach. Auk 1984, 101:567-577.
    • (1984) Auk , vol.101 , pp. 567-577
    • Tasker, M.L.1    Jones, P.H.2    Dixon, T.3    Blake, B.F.4
  • 83
    • 0242275331 scopus 로고    scopus 로고
    • BIOMOD - optimizing predictions of species distributions and projecting potential future shifts under global change
    • Thuiller W. BIOMOD - optimizing predictions of species distributions and projecting potential future shifts under global change. Global Change Biology 2003, 9:1353-1362.
    • (2003) Global Change Biology , vol.9 , pp. 1353-1362
    • Thuiller, W.1
  • 84
    • 64649098806 scopus 로고    scopus 로고
    • BIOMOD - a platform for ensemble forecasting of species distributions
    • Thuiller W., Lafourcade B., Engler R., Araujo M.B. BIOMOD - a platform for ensemble forecasting of species distributions. Ecography 2009, 32:369-373.
    • (2009) Ecography , vol.32 , pp. 369-373
    • Thuiller, W.1    Lafourcade, B.2    Engler, R.3    Araujo, M.B.4
  • 87
    • 70349775241 scopus 로고    scopus 로고
    • Quantifying habitat use and preferences of pelagic seabirds using individual movement data: a review
    • Wakefield E.D., Phillips R.A., Matthiopoulos J. Quantifying habitat use and preferences of pelagic seabirds using individual movement data: a review. Marine Ecology Progress Series 2009, 391:165-182.
    • (2009) Marine Ecology Progress Series , vol.391 , pp. 165-182
    • Wakefield, E.D.1    Phillips, R.A.2    Matthiopoulos, J.3
  • 88
    • 18544380263 scopus 로고    scopus 로고
    • Many zeros does not mean zero inflation: comparing the goodness-of-fit of parametric models to multivariate abundance data
    • Warton D.I. Many zeros does not mean zero inflation: comparing the goodness-of-fit of parametric models to multivariate abundance data. Environmetrics 2005, 16:275-289.
    • (2005) Environmetrics , vol.16 , pp. 275-289
    • Warton, D.I.1
  • 89
    • 79952680020 scopus 로고    scopus 로고
    • Poisson point process models solve the " pseudo-absence problem" for presence-only data in ecology
    • Warton, D.I., Shepherd, L.C., 2010. Poisson point process models solve the " pseudo-absence problem" for presence-only data in ecology. Annals of Applied Statistics.
    • (2010) Annals of Applied Statistics
    • Warton, D.I.1    Shepherd, L.C.2
  • 90
    • 85055372029 scopus 로고    scopus 로고
    • Seabird demography and its relationship with the marine environment
    • CRC Press, Boca Raton, Florida, E.A. Schreiber, J. Burger (Eds.)
    • Weimerskirch H. Seabird demography and its relationship with the marine environment. Biology of Marine Birds 2002, 115-135. CRC Press, Boca Raton, Florida. E.A. Schreiber, J. Burger (Eds.).
    • (2002) Biology of Marine Birds , pp. 115-135
    • Weimerskirch, H.1
  • 91
    • 57449116711 scopus 로고    scopus 로고
    • Estimating species occurrence, abundance, and detection probability using zero-inflated distributions
    • Wenger S.J., Freeman M.C. Estimating species occurrence, abundance, and detection probability using zero-inflated distributions. Ecology 2008, 89:2953-2959.
    • (2008) Ecology , vol.89 , pp. 2953-2959
    • Wenger, S.J.1    Freeman, M.C.2
  • 92
    • 0037202456 scopus 로고    scopus 로고
    • GAMs with integrated model selection using penalized regression splines and applications to environmental modelling
    • Wood S.N., Augustin N.H. GAMs with integrated model selection using penalized regression splines and applications to environmental modelling. Ecological Modelling 2002, 157:157-177.
    • (2002) Ecological Modelling , vol.157 , pp. 157-177
    • Wood, S.N.1    Augustin, N.H.2
  • 93
    • 1142290142 scopus 로고    scopus 로고
    • A large-scale model for the at-sea distribution and abundance of Marbled Murrelets (Brachyramphus marmoratus) during the breeding season in coastal British Columbia, Canada
    • Yen P.P.W., Huettmann F., Cooke F. A large-scale model for the at-sea distribution and abundance of Marbled Murrelets (Brachyramphus marmoratus) during the breeding season in coastal British Columbia, Canada. Ecological Modelling 2004, 171:395-413.
    • (2004) Ecological Modelling , vol.171 , pp. 395-413
    • Yen, P.P.W.1    Huettmann, F.2    Cooke, F.3
  • 94
    • 0141634111 scopus 로고    scopus 로고
    • Recent changes in the summer distribution of the Balearic shearwater Puffinus mauretanicus off western France
    • Yésou P. Recent changes in the summer distribution of the Balearic shearwater Puffinus mauretanicus off western France. Scientia Marina 2003, 67.
    • (2003) Scientia Marina , pp. 67
    • Yésou, P.1
  • 95
    • 77954538413 scopus 로고    scopus 로고
    • Distribution patterns of wintering sea ducks in relation to the North Atlantic Oscillation and local environmental characteristics
    • Zipkin E., Gardner B., Gilbert A., O'Connell A., Royle J., Silverman E. Distribution patterns of wintering sea ducks in relation to the North Atlantic Oscillation and local environmental characteristics. Oecologia 2010, 163:893-902.
    • (2010) Oecologia , vol.163 , pp. 893-902
    • Zipkin, E.1    Gardner, B.2    Gilbert, A.3    O'Connell, A.4    Royle, J.5    Silverman, E.6
  • 96
    • 70349694123 scopus 로고    scopus 로고
    • Static species distribution models in dynamically changing systems: how good can predictions really be?
    • Zurell D., Jeltsch F., Dormann C.F., Schröder B. Static species distribution models in dynamically changing systems: how good can predictions really be?. Ecography 2009, 32:733-744.
    • (2009) Ecography , vol.32 , pp. 733-744
    • Zurell, D.1    Jeltsch, F.2    Dormann, C.F.3    Schröder, B.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.