TY - JOUR AU - Guisan, A. AU - Thuiller, W. PY - 2005 DA - 2005// TI - Predicting species distribution: offering more than simple habitat models JO - Ecology Letters VL - 8 UR - https://doi.org/10.1111/j.1461-0248.2005.00792.x DO - 10.1111/j.1461-0248.2005.00792.x ID - Guisan2005 ER - TY - JOUR AU - Leathwick, J. R. PY - 1998 DA - 1998// TI - Are New Zealand's Nothofagus species in equilibrium with their environment? JO - Journal of Vegetation Science VL - 9 UR - https://doi.org/10.2307/3237290 DO - 10.2307/3237290 ID - Leathwick1998 ER - TY - JOUR AU - Wisz, M. S. AU - Walther, B. A. AU - Rahbek, C. PY - 2007 DA - 2007// TI - Using potential distributions to explore determinants of Western Palaearctic migratory songbird species richness in sub-Saharan Africa JO - Journal of Biogeography VL - 34 UR - https://doi.org/10.1111/j.1365-2699.2006.01661.x DO - 10.1111/j.1365-2699.2006.01661.x ID - Wisz2007 ER - TY - JOUR AU - Robertson, M. P. AU - Caithness, N. AU - Villet, M. H. PY - 2001 DA - 2001// TI - A PCA-based modelling technique for predicting environmental suitability for organisms from presence records JO - Diversity and Distributions VL - 7 UR - https://doi.org/10.1046/j.1472-4642.2001.00094.x DO - 10.1046/j.1472-4642.2001.00094.x ID - Robertson2001 ER - TY - CHAP AU - Busby, J. R. ED - Margules, C. R. ED - Austin, M. P. PY - 1991 DA - 1991// TI - BIOCLIM – a bioclimate analysis and prediction system BT - Nature Conservation: Cost Effective Biological Surveys and Data Analysis PB - CSIRO CY - Canberra, Australia ID - Busby1991 ER - TY - JOUR AU - Carpenter, G. AU - Gillison, A. N. AU - Winter, J. PY - 1993 DA - 1993// TI - DOMAIN: a flexible modelling procedure for mapping potential distributions of plants and animals JO - Biodiversity and Conservation VL - 2 UR - https://doi.org/10.1007/BF00051966 DO - 10.1007/BF00051966 ID - Carpenter1993 ER - TY - JOUR AU - Hirzel, A. H. AU - Hausser, J. AU - Chessel, D. AU - Perrin, N. PY - 2002 DA - 2002// TI - Ecological-niche factor analysis: How to compute habitat-suitability maps without absence data? JO - Ecology VL - 83 UR - https://doi.org/10.1890/0012-9658(2002)083[2027:ENFAHT]2.0.CO;2 DO - 10.1890/0012-9658(2002)083[2027:ENFAHT]2.0.CO;2 ID - Hirzel2002 ER - TY - JOUR AU - Graham, C. H. AU - Ferrier, S. AU - Huettman, F. AU - Moritz, C. AU - Peterson, A. T. PY - 2004 DA - 2004// TI - New developments in museum-based informatics and applications in biodiversity analysis JO - Trends in Ecology & Evolution VL - 19 UR - https://doi.org/10.1016/j.tree.2004.07.006 DO - 10.1016/j.tree.2004.07.006 ID - Graham2004 ER - TY - JOUR AU - Guisan, A. AU - Edwards, T. C. AU - Hastie, T. PY - 2002 DA - 2002// TI - Generalized linear and generalized additive models in studies of species distributions: setting the scene JO - Ecological Modelling VL - 157 UR - https://doi.org/10.1016/S0304-3800(02)00204-1 DO - 10.1016/S0304-3800(02)00204-1 ID - Guisan2002 ER - TY - JOUR AU - Guisan, A. AU - Lehmann, A. AU - Ferrier, S. AU - Austin, M. AU - Overton, J. M. C. AU - Aspinall, R. AU - Hastie, T. PY - 2006 DA - 2006// TI - Making better biogeographical predictions of species' distributions JO - Journal of Applied Ecology VL - 43 UR - https://doi.org/10.1111/j.1365-2664.2006.01164.x DO - 10.1111/j.1365-2664.2006.01164.x ID - Guisan2006 ER - TY - JOUR AU - Leathwick, J. R. AU - Elith, J. AU - Francis, M. P. AU - Hastie, T. AU - Taylor, P. PY - 2006 DA - 2006// TI - Variation in demersal fish species richness in the oceans surrounding New Zealand: an analysis using boosted regression trees JO - Marine Ecology-Progress Series VL - 321 UR - https://doi.org/10.3354/meps321267 DO - 10.3354/meps321267 ID - Leathwick2006 ER - TY - JOUR AU - Prasad, A. M. AU - Iverson, L. R. AU - Liaw, A. PY - 2006 DA - 2006// TI - Newer classification and regression tree techniques: Bagging and random forests for ecological prediction JO - Ecosystems VL - 9 UR - https://doi.org/10.1007/s10021-005-0054-1 DO - 10.1007/s10021-005-0054-1 ID - Prasad2006 ER - TY - JOUR AU - Elith, J. AU - Graham, C. H. AU - Anderson, R. P. AU - Dudik, M. AU - Ferrier, S. AU - Guisan, A. AU - Hijmans, R. J. AU - Huettmann, F. AU - Leathwick, J. R. AU - Lehmann, A. PY - 2006 DA - 2006// TI - Novel methods improve prediction of species' distributions from occurrence data JO - Ecography VL - 29 UR - https://doi.org/10.1111/j.2006.0906-7590.04596.x DO - 10.1111/j.2006.0906-7590.04596.x ID - Elith2006 ER - TY - BOOK AU - Ferrier, S. AU - Watson, G. PY - 1996 DA - 1996// TI - An Evaluation of the Effectiveness of Environmental Surrogates and Modelling Techniques in Predicting the Distribution of Biological Diversity. Canberra, Australia ID - Ferrier1996 ER - TY - JOUR AU - Ferrier, S. AU - Watson, G. AU - Pearce, J. AU - Drielsma, M. PY - 2002 DA - 2002// TI - Extended statistical approaches to modelling spatial pattern in biodiversity: the north-east New South Wales experience. I. Species-level modelling JO - Biodiversity and Conservation VL - 11 UR - https://doi.org/10.1023/A:1021302930424 DO - 10.1023/A:1021302930424 ID - Ferrier2002 ER - TY - JOUR AU - Pearce, J. AU - Ferrier, S. PY - 2000 DA - 2000// TI - An evaluation of alternative algorithms for fitting species distribution models using logistic regression JO - Ecological Modelling VL - 128 UR - https://doi.org/10.1016/S0304-3800(99)00227-6 DO - 10.1016/S0304-3800(99)00227-6 ID - Pearce2000 ER - TY - JOUR AU - Zaniewski, A. E. AU - Lehmann, A. AU - Overton, J. M. PY - 2002 DA - 2002// TI - Predicting species distribution using presence-only data: a case study of native New Zealand ferns JO - Ecological Modelling VL - 157 UR - https://doi.org/10.1016/S0304-3800(02)00199-0 DO - 10.1016/S0304-3800(02)00199-0 ID - Zaniewski2002 ER - TY - JOUR AU - Engler, R. AU - Guisan, A. AU - Rechsteiner, L. PY - 2004 DA - 2004// TI - An improved approach for predicting the distribution of rare and endangered species from occurrence and pseudo-absence data JO - Journal of Applied Ecology VL - 41 UR - https://doi.org/10.1111/j.0021-8901.2004.00881.x DO - 10.1111/j.0021-8901.2004.00881.x ID - Engler2004 ER - TY - JOUR AU - Brotons, L. AU - Thuiller, W. AU - Araujo, M. B. AU - Hirzel, A. H. PY - 2004 DA - 2004// TI - Presence-absence versus presence-only modelling methods for predicting bird habitat suitability JO - Ecography VL - 27 UR - https://doi.org/10.1111/j.0906-7590.2004.03764.x DO - 10.1111/j.0906-7590.2004.03764.x ID - Brotons2004 ER - TY - CHAP AU - Pearce, J. L. AU - Boyce, M. S. PY - 2006 DA - 2006// TI - Modelling distribution and abundance with presence-only data BT - Journal of Applied Ecology ID - Pearce2006 ER - TY - JOUR AU - Tamstorf, M. P. AU - Aastrup, P. AU - Cuyler, L. C. PY - 2005 DA - 2005// TI - Modelling critical caribou summer ranges in West Greenland JO - Polar Biology VL - 28 UR - https://doi.org/10.1007/s00300-005-0731-8 DO - 10.1007/s00300-005-0731-8 ID - Tamstorf2005 ER - TY - CHAP AU - Boyce, M. S. AU - Vernier, P. R. AU - Nielsen, S. E. AU - Schmiegelow, F. K. A. PY - 2002 DA - 2002// TI - Evaluating resource selection functions BT - Ecological Modelling ID - Boyce2002 ER - TY - JOUR AU - Hirzel, A. H. AU - Helfer, V. AU - Metral, F. PY - 2001 DA - 2001// TI - Assessing habitat-suitability models with a virtual species JO - Ecological Modelling VL - 145 UR - https://doi.org/10.1016/S0304-3800(01)00396-9 DO - 10.1016/S0304-3800(01)00396-9 ID - Hirzel2001 ER - TY - CHAP AU - Elith, J. PY - 2002 DA - 2002// TI - Predicting the Distribution of Plants BT - PhD Thesis ID - Elith2002 ER - TY - JOUR AU - Hirzel, A. AU - Guisan, A. PY - 2002 DA - 2002// TI - Which is the optimal sampling strategy for habitat suitability modelling JO - Ecological Modelling VL - 157 UR - https://doi.org/10.1016/S0304-3800(02)00203-X DO - 10.1016/S0304-3800(02)00203-X ID - Hirzel2002 ER - TY - JOUR AU - Austin, M. P. AU - Belbin, L. AU - Meyers, J. A. AU - Doherty, M. D. AU - Luoto, M. PY - 2006 DA - 2006// TI - Evaluation of statistical models used for predicting plant species distributions: Role of artificial data and theory JO - Ecological Modelling VL - 199 UR - https://doi.org/10.1016/j.ecolmodel.2006.05.023 DO - 10.1016/j.ecolmodel.2006.05.023 ID - Austin2006 ER - TY - JOUR AU - Dormann, C. F. AU - McPherson, J. M. AU - Araujo, M. B. AU - Bivand, R. AU - Bolliger, J. AU - Carl, G. AU - Davies, R. G. AU - Hirzel, A. AU - Jetz, W. AU - Kissling, W. D. PY - 2007 DA - 2007// TI - Methods to account for spatial autocorrelation in the analysis of species distributional data: a review JO - Ecography VL - 30 UR - https://doi.org/10.1111/j.2007.0906-7590.05171.x DO - 10.1111/j.2007.0906-7590.05171.x ID - Dormann2007 ER - TY - BOOK AU - Burnham, K. P. AU - Anderson, D. R. PY - 1998 DA - 1998// TI - Model selection and multi model inference: a practical information-theoretic approach PB - Springer-Verlag CY - New York UR - https://doi.org/10.1007/978-1-4757-2917-7 DO - 10.1007/978-1-4757-2917-7 ID - Burnham1998 ER - TY - JOUR AU - Anderson, D. R. AU - Burnham, K. P. AU - Gould, W. R. AU - Cherry, S. PY - 2001 DA - 2001// TI - Concerns about finding effects that are actually spurious JO - Wildlife Society Bulletin VL - 29 ID - Anderson2001 ER - TY - JOUR AU - Johnson, J. B. AU - Omland, K. S. PY - 2004 DA - 2004// TI - Model selection in ecology and evolution JO - Trends in Ecology and Evolution VL - 19 UR - https://doi.org/10.1016/j.tree.2003.10.013 DO - 10.1016/j.tree.2003.10.013 ID - Johnson2004 ER - TY - CHAP AU - Wintle, B. A. AU - McCarthy, M. A. AU - Volinsky, C. T. AU - Kavanagh, R. P. PY - 2003 DA - 2003// TI - The use of Bayesian and model averaging to better represent uncertainty in ecological models BT - In review ID - Wintle2003 ER - TY - JOUR AU - Rushton, S. P. AU - Ormerod, S. J. AU - Kerby, G. PY - 2004 DA - 2004// TI - New paradigms for modelling species distributions? JO - Journal of Applied Ecology VL - 41 UR - https://doi.org/10.1111/j.0021-8901.2004.00903.x DO - 10.1111/j.0021-8901.2004.00903.x ID - Rushton2004 ER - TY - JOUR AU - Austin, M. P. PY - 2002 DA - 2002// TI - Spatial prediction of species distribution: an interface between ecological theory and statistical modelling JO - Ecological Modelling VL - 157 UR - https://doi.org/10.1016/S0304-3800(02)00205-3 DO - 10.1016/S0304-3800(02)00205-3 ID - Austin2002 ER - TY - STD TI - Phillips SJ, Dudik M, Schapire RE: A Maximum Entropy Approach to Species Distribution Modeling. ID - ref34 ER - TY - JOUR AU - Maggini, R. AU - Lehmann, A. AU - Zimmermann, N. E. AU - Guisan, A. PY - 2006 DA - 2006// TI - Improving generalized regression analysis for the spatial prediction of forest communities JO - Journal of Biogeography VL - 33 UR - https://doi.org/10.1111/j.1365-2699.2006.01465.x DO - 10.1111/j.1365-2699.2006.01465.x ID - Maggini2006 ER - TY - JOUR AU - Randin, C. F. AU - Dirnbock, T. AU - Dullinger, S. AU - Zimmermann, N. E. AU - Zappa, M. AU - Guisan, A. PY - 2006 DA - 2006// TI - Are niche-based species distribution models transferable in space? JO - Journal of Biogeography VL - 33 UR - https://doi.org/10.1111/j.1365-2699.2006.01466.x DO - 10.1111/j.1365-2699.2006.01466.x ID - Randin2006 ER - TY - JOUR AU - Hansen, M. AU - DeFries, R. AU - Townshend, J. R. G. AU - Sohlberg, R. AU - Dimiceli, C. AU - Carroll, M. PY - 2002 DA - 2002// TI - Towards an operational MODIS continuous field of percent tree cover algorithm: examples using AVHRR and MODIS data JO - Remote Sensing of the Environment VL - 83 UR - https://doi.org/10.1016/S0034-4257(02)00079-2 DO - 10.1016/S0034-4257(02)00079-2 ID - Hansen2002 ER - TY - BOOK AU - Harrell, F. E. PY - 2001 DA - 2001// TI - Regression Modeling Strategies with Applications to Linear Models, Logistic Regression and Survival Analysis PB - Springer Verlag CY - New York ID - Harrell2001 ER - TY - CHAP AU - Hirzel, A. AU - Hausser, J. AU - Perrin, N. PY - 2001 DA - 2001// BT - Biomapper 2.0 ID - Hirzel2001 ER - TY - JOUR AU - Guisan, A. AU - Zimmermann, N. E. PY - 2000 DA - 2000// TI - Predictive habitat distribution models in ecology JO - Ecological Modelling VL - 135 UR - https://doi.org/10.1016/S0304-3800(00)00354-9 DO - 10.1016/S0304-3800(00)00354-9 ID - Guisan2000 ER - TY - BOOK AU - Hastie, T. AU - Tibshirani, R. AU - Friedman, J. H. PY - 2001 DA - 2001// TI - The Elements of Statistical Learning: Data Mining, Inference, and Prediction PB - Springer-Verlag CY - New York UR - https://doi.org/10.1007/978-0-387-21606-5 DO - 10.1007/978-0-387-21606-5 ID - Hastie2001 ER - TY - STD TI - Akaike H: Information theory as an extension of the maximum likelihood principle. Edited by: Petrov BN, Csaki F. Akademiai Kiado, Budapest, 267-281. ID - ref42 ER - TY - JOUR AU - Fielding, A. H. AU - Bell, J. F. PY - 1997 DA - 1997// TI - A review of methods for the assessment of prediction errors in conservation presence/absence models JO - Environmental Conservation VL - 24 UR - https://doi.org/10.1017/S0376892997000088 DO - 10.1017/S0376892997000088 ID - Fielding1997 ER - TY - JOUR AU - Lobo, J. M. AU - Jiménez-Valverdel, A. AU - Real, R. PY - 2008 DA - 2008// TI - AUC: a misleading measure of the performance of predictive distribution models JO - Global Ecology and Biogeography VL - 17 UR - https://doi.org/10.1111/j.1466-8238.2007.00358.x DO - 10.1111/j.1466-8238.2007.00358.x ID - Lobo2008 ER - TY - CHAP AU - Atkinson, E. PY - 1998 DA - 1998// BT - Splus routines for ROC analysis PB - Mayo Clinic, S-news archives CY - USA ID - Atkinson1998 ER -