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Volumn 41, Issue 4, 2014, Pages 736-748

Remote sensing data can improve predictions of species richness by stacked species distribution models: A case study for Mexican pines

Author keywords

Biodiversity; Enhanced vegetation index; Herbarium presence records; Land surface temperature; Maximum entropy; MODIS; Time series; Vegetation phenology

Indexed keywords

ALGORITHM; CONIFEROUS TREE; ECOLOGICAL MODELING; FOREST INVENTORY; HABITAT AVAILABILITY; MAXIMUM ENTROPY ANALYSIS; MODIS; PHENOLOGY; POPULATION DISTRIBUTION; REMOTE SENSING; SPECIES RICHNESS; SURFACE TEMPERATURE; TERRA (SATELLITE); TIME SERIES ANALYSIS; VEGETATION INDEX;

EID: 84896110415     PISSN: 03050270     EISSN: 13652699     Source Type: Journal    
DOI: 10.1111/jbi.12225     Document Type: Article
Times cited : (50)

References (65)
  • 1
    • 79952401705 scopus 로고    scopus 로고
    • How well does presence-only-based species distribution modelling predict assemblage diversity? A case study of the Tenerife flora
    • Aranda, S.C. & Lobo, J.M. (2011) How well does presence-only-based species distribution modelling predict assemblage diversity? A case study of the Tenerife flora. Ecography, 34, 31-38.
    • (2011) Ecography , vol.34 , pp. 31-38
    • Aranda, S.C.1    Lobo, J.M.2
  • 2
    • 77953494562 scopus 로고    scopus 로고
    • Use of maximum entropy modeling in wildlife research
    • Baldwin, R.A. (2009) Use of maximum entropy modeling in wildlife research. Entropy, 11, 854-866.
    • (2009) Entropy , vol.11 , pp. 854-866
    • Baldwin, R.A.1
  • 3
    • 84864416479 scopus 로고    scopus 로고
    • Species detection vs. habitat suitability: are we biasing habitat suitability models with remotely sensed data?
    • Bradley, B.A., Olsson, A.D., Wang, O., Dickson, B.G., Pelech, L., Sesnie, S.E. & Zachmann, L.J. (2012) Species detection vs. habitat suitability: are we biasing habitat suitability models with remotely sensed data? Ecological Modelling, 244, 57-64.
    • (2012) Ecological Modelling , vol.244 , pp. 57-64
    • Bradley, B.A.1    Olsson, A.D.2    Wang, O.3    Dickson, B.G.4    Pelech, L.5    Sesnie, S.E.6    Zachmann, L.J.7
  • 5
    • 84896124501 scopus 로고    scopus 로고
    • Stacking species distribution models and adjusting bias by linking them to macroecological models
    • Calabrese, J.M., Certain, G., Kraan, C. & Dormann, C.F. (2014) Stacking species distribution models and adjusting bias by linking them to macroecological models. Global Ecology and Biogeography, 23, 99-112.
    • (2014) Global Ecology and Biogeography , vol.23 , pp. 99-112
    • Calabrese, J.M.1    Certain, G.2    Kraan, C.3    Dormann, C.F.4
  • 6
    • 73649102010 scopus 로고    scopus 로고
    • Simulating the effects of using different types of species distribution data in reserve selection
    • Carvalho, S.B., Brito, J.C., Pressey, R.L., Crespo, E. & Possingham, H.P. (2010) Simulating the effects of using different types of species distribution data in reserve selection. Biological Conservation, 143, 426-438.
    • (2010) Biological Conservation , vol.143 , pp. 426-438
    • Carvalho, S.B.1    Brito, J.C.2    Pressey, R.L.3    Crespo, E.4    Possingham, H.P.5
  • 7
    • 53849138074 scopus 로고    scopus 로고
    • TiSeG: a flexible software tool for time-series generation of MODIS data utilizing the quality assessment science data set
    • Colditz, R.R., Conrad, C., Wehrmann, T., Schmidt, M. & Dech, S. (2008) TiSeG: a flexible software tool for time-series generation of MODIS data utilizing the quality assessment science data set. IEEE Transactions on Geoscience and Remote Sensing, 46, 3296-3308.
    • (2008) IEEE Transactions on Geoscience and Remote Sensing , vol.46 , pp. 3296-3308
    • Colditz, R.R.1    Conrad, C.2    Wehrmann, T.3    Schmidt, M.4    Dech, S.5
  • 9
  • 10
    • 84555203713 scopus 로고    scopus 로고
    • Inclusion of habitat availability in species distribution models through multi-temporal remote sensing data?
    • Cord, A. & Rödder, D. (2011) Inclusion of habitat availability in species distribution models through multi-temporal remote sensing data? Ecological Applications, 21, 3285-3298.
    • (2011) Ecological Applications , vol.21 , pp. 3285-3298
    • Cord, A.1    Rödder, D.2
  • 11
    • 84888026657 scopus 로고    scopus 로고
    • Modelling species distributions with remote sensing data: bridging disciplinary perspectives
    • Cord, A.F., Meentemeyer, R.K., Leitão, P.J. & Václavík, T. (2013) Modelling species distributions with remote sensing data: bridging disciplinary perspectives. Journal of Biogeography, 40, 2226-2227
    • (2013) Journal of Biogeography , vol.40 , pp. 2226-2227
    • Cord, A.F.1    Meentemeyer, R.K.2    Leitão, P.J.3    Václavík, T.4
  • 13
    • 80054094311 scopus 로고    scopus 로고
    • Predicting spatial patterns of plant species richness: a comparison of direct macroecological and species stacking modelling approaches
    • Dubuis, A., Pottier, J., Rion, V., Pellissier, L., Theurillat, J.-P. & Guisan, A. (2011) Predicting spatial patterns of plant species richness: a comparison of direct macroecological and species stacking modelling approaches. Diversity and Distributions, 17, 1122-1131.
    • (2011) Diversity and Distributions , vol.17 , pp. 1122-1131
    • Dubuis, A.1    Pottier, J.2    Rion, V.3    Pellissier, L.4    Theurillat, J.-P.5    Guisan, A.6
  • 14
    • 33750012330 scopus 로고    scopus 로고
    • Effects of sample survey design on the accuracy of classification tree models in species distribution models
    • Edwards, T.C., Jr, Cutler, D.R., Zimmermann, N.E., Geiser, L. & Moisen, G.G. (2006) Effects of sample survey design on the accuracy of classification tree models in species distribution models. Ecological Modelling, 199, 132-141.
    • (2006) Ecological Modelling , vol.199 , pp. 132-141
    • Edwards Jr., T.C.1    Cutler, D.R.2    Zimmermann, N.E.3    Geiser, L.4    Moisen, G.G.5
  • 15
    • 73949141293 scopus 로고    scopus 로고
    • Species distribution models: ecological explanation and prediction across space and time
    • Elith, J. & Leathwick, J.R. (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.R.2
  • 16
    • 84864184361 scopus 로고    scopus 로고
    • Legume diversity patterns in West Central Africa: influence of species biology on distribution models
    • de la Estrella, M., Mateo, R.G., Wieringa, J.J., Mackinder, B. & Muñoz, J. (2012) Legume diversity patterns in West Central Africa: influence of species biology on distribution models. PLoS ONE, 7, e41526.
    • (2012) PLoS ONE , vol.7
    • de la Estrella, M.1    Mateo, R.G.2    Wieringa, J.J.3    Mackinder, B.4    Muñoz, J.5
  • 17
    • 0029854750 scopus 로고    scopus 로고
    • Biodiversity of Pinus (Pinaceae) in Mexico: speciation and palaeo-endemism
    • Farjon, A. (1996) Biodiversity of Pinus (Pinaceae) in Mexico: speciation and palaeo-endemism. Botanical Journal of the Linnean Society, 121, 365-384.
    • (1996) Botanical Journal of the Linnean Society , vol.121 , pp. 365-384
    • Farjon, A.1
  • 19
    • 0004162448 scopus 로고    scopus 로고
    • Flora Neotropica Monograph, 75. The New York Botanical Garden, Bronx, New York.
    • Farjon, A. & Styles, B. T. (1997) Pinus (Pinaceae). Flora Neotropica Monograph, 75. The New York Botanical Garden, Bronx, New York.
    • (1997) Pinus (Pinaceae)
    • Farjon, A.1    Styles, B.T.2
  • 20
    • 33646556408 scopus 로고    scopus 로고
    • Spatial modelling of biodiversity at the community level
    • Ferrier, S. & Guisan, A. (2006) Spatial modelling of biodiversity at the community level. Journal of Applied Ecology, 43, 393-404.
    • (2006) Journal of Applied Ecology , vol.43 , pp. 393-404
    • Ferrier, S.1    Guisan, A.2
  • 21
    • 0030953391 scopus 로고    scopus 로고
    • A review of methods for the assessment of prediction errors in conservation presence/absence models
    • Fielding, A.H. & Bell, J.F. (1997) A review of methods for the assessment of prediction errors in conservation presence/absence models. Environmental Conservation, 24, 38-49.
    • (1997) Environmental Conservation , vol.24 , pp. 38-49
    • Fielding, A.H.1    Bell, J.F.2
  • 25
    • 33750348546 scopus 로고    scopus 로고
    • A comparison of methods for mapping species ranges and species richness
    • Graham, C.H. & Hijmans, R.J. (2006) A comparison of methods for mapping species ranges and species richness. Global Ecology and Biogeography, 15, 578-587.
    • (2006) Global Ecology and Biogeography , vol.15 , pp. 578-587
    • Graham, C.H.1    Hijmans, R.J.2
  • 26
    • 79960275810 scopus 로고    scopus 로고
    • SESAM - a new framework integrating macroecological and species distribution models for predicting spatio-temporal patterns of species assemblages
    • Guisan, A. & Rahbek, C. (2011) SESAM - a new framework integrating macroecological and species distribution models for predicting spatio-temporal patterns of species assemblages. Journal of Biogeography, 38, 1433-1444.
    • (2011) Journal of Biogeography , vol.38 , pp. 1433-1444
    • Guisan, A.1    Rahbek, C.2
  • 27
    • 0034521714 scopus 로고    scopus 로고
    • Equilibrium modeling of alpine plant distribution: how far can we go?
    • Guisan, A. & Theurillat, J.P. (2000) Equilibrium modeling of alpine plant distribution: how far can we go? Phytocoenologia, 30, 353-384.
    • (2000) Phytocoenologia , vol.30 , pp. 353-384
    • Guisan, A.1    Theurillat, J.P.2
  • 28
    • 33750352002 scopus 로고    scopus 로고
    • The effect of sample size and species characteristics on performance of different species distribution modeling methods
    • Hernandez, P.A., Graham, C.H., Master, L.L. & Albert, D.L. (2006) The effect of sample size and species characteristics on performance of different species distribution modeling methods. Ecography, 29, 773-785.
    • (2006) Ecography , vol.29 , pp. 773-785
    • Hernandez, P.A.1    Graham, C.H.2    Master, L.L.3    Albert, D.L.4
  • 30
    • 78650309709 scopus 로고    scopus 로고
    • Challenges of predicting the potential distribution of a slow-spreading invader: a habitat suitability map for an invasive riparian tree
    • Jarnevich, C.S. & Reynolds, L.V. (2011) Challenges of predicting the potential distribution of a slow-spreading invader: a habitat suitability map for an invasive riparian tree. Biological Invasions, 13, 153-163.
    • (2011) Biological Invasions , vol.13 , pp. 153-163
    • Jarnevich, C.S.1    Reynolds, L.V.2
  • 31
    • 41249094989 scopus 로고    scopus 로고
    • Predicting plant diversity based on remote sensing products in the semi-arid region of Inner Mongolia
    • John, R., Chen, J., Lu, N., Guo, K., Liang, C., Wie, Y., Noormets, A., Ma, K. & Han, X. (2008) Predicting plant diversity based on remote sensing products in the semi-arid region of Inner Mongolia. Remote Sensing of Environment, 112, 2018-2032.
    • (2008) Remote Sensing of Environment , vol.112 , pp. 2018-2032
    • John, R.1    Chen, J.2    Lu, N.3    Guo, K.4    Liang, C.5    Wie, Y.6    Noormets, A.7    Ma, K.8    Han, X.9
  • 32
    • 5144233854 scopus 로고    scopus 로고
    • TIMESAT - a program for analyzing time-series of satellite sensor data
    • Jönsson, P. & Eklundh, L. (2004) TIMESAT - a program for analyzing time-series of satellite sensor data. Computers & Geosciences, 30, 833-845.
    • (2004) Computers & Geosciences , vol.30 , pp. 833-845
    • Jönsson, P.1    Eklundh, L.2
  • 33
    • 20444488428 scopus 로고    scopus 로고
    • Selecting thresholds of occurrence in the prediction of species distributions
    • Liu, C., Pam, M., Dawson, T.P. & Pearson, R.G. (2005) Selecting thresholds of occurrence in the prediction of species distributions. Ecography, 28, 385-393.
    • (2005) Ecography , vol.28 , pp. 385-393
    • Liu, C.1    Pam, M.2    Dawson, T.P.3    Pearson, R.G.4
  • 34
    • 38949161848 scopus 로고    scopus 로고
    • AUC: a misleading measure of the performance of predictive distribution models
    • Lobo, J.M., Jiménez-Valverde, A. & Real, R. (2008) AUC: a misleading measure of the performance of predictive distribution models. Global Ecology and Biogeography, 17, 145-151.
    • (2008) Global Ecology and Biogeography , vol.17 , pp. 145-151
    • Lobo, J.M.1    Jiménez-Valverde, A.2    Real, R.3
  • 35
    • 77956877212 scopus 로고    scopus 로고
    • Overcoming the rare species modelling paradox: a novel hierarchical framework applied to an Iberian endemic plant
    • Lomba, A., Pellissier, L., Randin, C., Vicente, J., Moreira, F., Honrado, J. & Guisan, A. (2010) Overcoming the rare species modelling paradox: a novel hierarchical framework applied to an Iberian endemic plant. Biological Conservation, 29, 2647-2657.
    • (2010) Biological Conservation , vol.29 , pp. 2647-2657
    • Lomba, A.1    Pellissier, L.2    Randin, C.3    Vicente, J.4    Moreira, F.5    Honrado, J.6    Guisan, A.7
  • 36
    • 33845628163 scopus 로고    scopus 로고
    • The role of land cover in species distributions depends on spatial resolution
    • Luoto, M., Virkkala, R. & Keikkinen, R.K. (2007) The role of land cover in species distributions depends on spatial resolution. Global Ecology and Biogeography, 16, 34-42.
    • (2007) Global Ecology and Biogeography , vol.16 , pp. 34-42
    • Luoto, M.1    Virkkala, R.2    Keikkinen, R.K.3
  • 37
    • 0004094142 scopus 로고
    • 2nd edn. Ediciones Botas, México D.F. (in Spanish).
    • Martínez, M. (1948) Los pinos mexicanos, 2nd edn. Ediciones Botas, México D.F. (in Spanish).
    • (1948) Los pinos mexicanos
    • Martínez, M.1
  • 38
    • 74549139122 scopus 로고    scopus 로고
    • Profile or group discriminative techniques? Generating reliable species distribution models using pseudo-absences and target-group absences from natural history collections
    • Mateo, R.G., Croat, T.B., Felicísimo, Á.M. & Muñoz, J. (2010) Profile or group discriminative techniques? Generating reliable species distribution models using pseudo-absences and target-group absences from natural history collections. Diversity and Distributions, 16, 84-94.
    • (2010) Diversity and Distributions , vol.16 , pp. 84-94
    • Mateo, R.G.1    Croat, T.B.2    Felicísimo, A.3    Muñoz, J.4
  • 39
    • 84857721354 scopus 로고    scopus 로고
    • Do stacked species distribution models reflect altitudinal diversity patterns?
    • doi:10.1371/journal.pone.0032586.
    • Mateo, R.G., Felicísimo, Á.M., Pottier, J., Guisan, A. & Muñoz, J. (2012) Do stacked species distribution models reflect altitudinal diversity patterns? PLoS ONE, 7, e32586. doi:10.1371/journal.pone.0032586.
    • (2012) PLoS ONE , vol.7
    • Mateo, R.G.1    Felicísimo, A.2    Pottier, J.3    Guisan, A.4    Muñoz, J.5
  • 40
    • 35448968341 scopus 로고    scopus 로고
    • Modelling ecological niches from low numbers of occurrences: assessment of the conservation status of poorly known viverrids (Mammalia, Carnivora) across two continents
    • Papeş, M. & Gaubert, P. (2007) Modelling ecological niches from low numbers of occurrences: assessment of the conservation status of poorly known viverrids (Mammalia, Carnivora) across two continents. Diversity and Distributions, 13, 890-902.
    • (2007) Diversity and Distributions , vol.13 , pp. 890-902
    • Papeş, M.1    Gaubert, P.2
  • 41
    • 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
  • 42
    • 33845604583 scopus 로고    scopus 로고
    • Predicting species distributions from small numbers of occurrence records: a test case using cryptic geckos in Madagascar
    • Pearson, R.G., Raxworthy, C.J., Nakamura, M. & Peterson, A.T. (2007) Predicting species distributions from small numbers of occurrence records: a test case using cryptic geckos in Madagascar. Journal of Biogeography, 34, 102-117.
    • (2007) Journal of Biogeography , vol.34 , pp. 102-117
    • Pearson, R.G.1    Raxworthy, C.J.2    Nakamura, M.3    Peterson, A.T.4
  • 43
    • 84872480014 scopus 로고    scopus 로고
    • Essential biodiversity variables
    • Pereira, H.M., Ferrier, S., Walters, M. et al. (2013) Essential biodiversity variables. Science, 339, 177-278.
    • (2013) Science , vol.339 , pp. 177-278
    • Pereira, H.M.1    Ferrier, S.2    Walters, M.3
  • 45
    • 0000529656 scopus 로고    scopus 로고
    • The history of pines in Mexico and Central America
    • (ed. by D.M. Richardson) Cambridge University Press, Cambridge.
    • Perry, J.P., Graham, A. & Richardson, D.M. (1998) The history of pines in Mexico and Central America. Ecology and biogeography of Pinus (ed. by D.M. Richardson ), pp. 137-149. Cambridge University Press, Cambridge.
    • (1998) Ecology and biogeography of Pinus , pp. 137-149
    • Perry, J.P.1    Graham, A.2    Richardson, D.M.3
  • 47
    • 27944446350 scopus 로고    scopus 로고
    • Maximum entropy modeling of species geographic distributions
    • Phillips, S.J., Anderson, R.P. & Schapire, R.E. (2006) Maximum entropy modeling of species geographic distributions. Ecological Modelling, 190, 231-259.
    • (2006) Ecological Modelling , vol.190 , pp. 231-259
    • Phillips, S.J.1    Anderson, R.P.2    Schapire, R.E.3
  • 48
    • 63849333773 scopus 로고    scopus 로고
    • Sample selection bias and presence-only distribution models: implications for background and pseudo-absence data
    • Phillips, S.J., Dudík, M., Elith, J., Graham, C.H., Lehmann, A., Leathwick, J. & Ferrier, S. (2009) Sample selection bias and presence-only distribution models: implications for background and pseudo-absence data. Ecological Applications, 19, 181-197.
    • (2009) Ecological Applications , vol.19 , pp. 181-197
    • Phillips, S.J.1    Dudík, M.2    Elith, J.3    Graham, C.H.4    Lehmann, A.5    Leathwick, J.6    Ferrier, S.7
  • 49
    • 57549113511 scopus 로고    scopus 로고
    • Assessing the accuracy of species distribution models to predict amphibian species richness patterns
    • Pineda, E. & Lobo, J.M. (2009) Assessing the accuracy of species distribution models to predict amphibian species richness patterns. Journal of Animal Ecology, 78, 182-190.
    • (2009) Journal of Animal Ecology , vol.78 , pp. 182-190
    • Pineda, E.1    Lobo, J.M.2
  • 50
    • 0032864342 scopus 로고    scopus 로고
    • Thermal infrared remote sensing for analysis of landscape ecological processes: methods and applications
    • Quattrochi, D.A. & Luvall, J.C. (1999) Thermal infrared remote sensing for analysis of landscape ecological processes: methods and applications. Landscape Ecology, 14, 577-598.
    • (1999) Landscape Ecology , vol.14 , pp. 577-598
    • Quattrochi, D.A.1    Luvall, J.C.2
  • 51
    • 79961135005 scopus 로고    scopus 로고
    • R Development Core Team Version 2.15.2. R Foundation for Statistical Computing, Vienna. Available at
    • R Development Core Team (2011) R: a language and environment for statistical computing. Version 2.15.2. R Foundation for Statistical Computing, Vienna. Available at: http://www.r-project.org.
    • (2011) R: a language and environment for statistical computing
  • 52
    • 0032413785 scopus 로고    scopus 로고
    • Ecology and biogeography of pines: an introduction
    • ed. by D.M. Richardson) Cambridge University Press, Cambridge.
    • Richardson, D.M. & Rundel, P.W. (1998) Ecology and biogeography of pines: an introduction. Ecology and biogeography of Pinus (ed. by D.M. Richardson ), pp. 3-46. Cambridge University Press, Cambridge.
    • (1998) Ecology and biogeography of Pinus , pp. 3-46
    • Richardson, D.M.1    Rundel, P.W.2
  • 53
    • 33748744139 scopus 로고    scopus 로고
    • Tradeoffs of different types of species occurrence data for use in systematic conservation planning
    • Rondini, C., Wilson, K.A., Biotani, L., Grantham, H. & Possingham, P. (2006) Tradeoffs of different types of species occurrence data for use in systematic conservation planning. Ecology Letters, 9, 1136-1145.
    • (2006) Ecology Letters , vol.9 , pp. 1136-1145
    • Rondini, C.1    Wilson, K.A.2    Biotani, L.3    Grantham, H.4    Possingham, P.5
  • 54
    • 41249092053 scopus 로고    scopus 로고
    • Modeling distribution of Amazonian tree species and diversity using remote sensing measurements
    • Saatchi, S., Buermann, W., ter Steege, H., Mori, S. & Smith, T.B. (2008) Modeling distribution of Amazonian tree species and diversity using remote sensing measurements. Remote Sensing of Environment, 112, 2000-2017.
    • (2008) Remote Sensing of Environment , vol.112 , pp. 2000-2017
    • Saatchi, S.1    Buermann, W.2    ter Steege, H.3    Mori, S.4    Smith, T.B.5
  • 55
    • 84855210726 scopus 로고    scopus 로고
    • SEMARNAT Secretaría de Medio Ambiente y Recursos Naturales, Mexico City (in Spanish).
    • SEMARNAT (2010) Norma Oficial Mexicana NOM-059-SEMARNAT-2010. Secretaría de Medio Ambiente y Recursos Naturales, Mexico City (in Spanish).
    • (2010) Norma Oficial Mexicana NOM-059-SEMARNAT-2010
  • 56
    • 35848961225 scopus 로고    scopus 로고
    • Grinnellian and Eltonian niches and geographic distributions of species
    • Soberón, J. (2007) Grinnellian and Eltonian niches and geographic distributions of species. Ecology Letters, 10, 1115-1123.
    • (2007) Ecology Letters , vol.10 , pp. 1115-1123
    • Soberón, J.1
  • 57
    • 0027848979 scopus 로고
    • Genus Pinus: a Mexican purview
    • ed. by T.P. Ramamoorthy, R. Bye and A. Lot) Oxford University Press, New York.
    • Styles, B. T. (1993) Genus Pinus: a Mexican purview. Biological diversity of Mexico: origin and distribution (ed. by T.P. Ramamoorthy, R. Bye and A. Lot ), pp. 397-420. Oxford University Press, New York.
    • (1993) Biological diversity of Mexico: origin and distribution , pp. 397-420
    • Styles, B.T.1
  • 58
    • 0023890867 scopus 로고
    • Measuring the accuracy of diagnostic systems
    • Swets, J.A. (1988) Measuring the accuracy of diagnostic systems. Science, 240, 1285-1293.
    • (1988) Science , vol.240 , pp. 1285-1293
    • Swets, J.A.1
  • 59
    • 77955313994 scopus 로고    scopus 로고
    • Mapping understory vegetation using phenological characteristics derived from remotely sensed data
    • Tuanmu, M.-N., Viña, A., Bearer, S., Xu, W., Ouyang, Z., Zhang, H. & Liu, J. (2010) Mapping understory vegetation using phenological characteristics derived from remotely sensed data. Remote Sensing of Environment, 114, 1833-1844.
    • (2010) Remote Sensing of Environment , vol.114 , pp. 1833-1844
    • Tuanmu, M.-N.1    Viña, A.2    Bearer, S.3    Xu, W.4    Ouyang, Z.5    Zhang, H.6    Liu, J.7
  • 60
    • 70350453943 scopus 로고    scopus 로고
    • Invasive species distribution modeling (iSDM): are absence data and dispersal constraints needed to predict actual distributions?
    • Václavík, T. & Meentemeyer, R.K. (2009) Invasive species distribution modeling (iSDM): are absence data and dispersal constraints needed to predict actual distributions? Ecological Modelling, 220, 3248-3258.
    • (2009) Ecological Modelling , vol.220 , pp. 3248-3258
    • Václavík, T.1    Meentemeyer, R.K.2
  • 61
    • 83055180700 scopus 로고    scopus 로고
    • Equilibrium or not? Modelling potential distribution of invasive species in different stages of invasion
    • Václavík, T. & Meentemeyer, R.K. (2012) Equilibrium or not? Modelling potential distribution of invasive species in different stages of invasion. Diversity and Distributions, 18, 73-83.
    • (2012) Diversity and Distributions , vol.18 , pp. 73-83
    • Václavík, T.1    Meentemeyer, R.K.2
  • 63
    • 33745744804 scopus 로고    scopus 로고
    • MODIS enhanced vegetation index predicts tree species richness across forested ecoregions in the contiguous U.S.A
    • Waring, R.H., Coops, N.C., Fan, W. & Nightingale, J.M. (2006) MODIS enhanced vegetation index predicts tree species richness across forested ecoregions in the contiguous U.S.A. Remote Sensing of Environment, 103, 218-226.
    • (2006) Remote Sensing of Environment , vol.103 , pp. 218-226
    • Waring, R.H.1    Coops, N.C.2    Fan, W.3    Nightingale, J.M.4
  • 64
    • 49249098476 scopus 로고    scopus 로고
    • Effects of sample size on the performance of species distribution models
    • NCEAS Predicting Species Distributions Working Group .
    • Wisz, M. S., Hijmans, R.J., Li, J., Peterson, A.T., Graham, C.H., Guisan, A. & NCEAS Predicting Species Distributions Working Group (2008) Effects of sample size on the performance of species distribution models. Diversity and Distributions, 14, 763-773.
    • (2008) Diversity and Distributions , vol.14 , pp. 763-773
    • Wisz, M.S.1    Hijmans, R.J.2    Li, J.3    Peterson, A.T.4    Graham, C.H.5    Guisan, A.6


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