TY - GEN A1 - Schurr, Frank Martin A1 - Esler, Karen J. A1 - Slingsby, Jasper A. A1 - Allsopp, Nicky T1 - Fynbos proteaceae as model organisms for biodiversity research and conservation T2 - South African journal of science Y1 - 2012 U6 - https://doi.org/10.4102/sajs.v108i11/12.1446 SN - 0038-2353 VL - 108 IS - 11-12 SP - 10 EP - 13 PB - Academy of Science of South Africa CY - Lynwood Ridge ER - TY - GEN A1 - Madden, Joah R. A1 - Dingle, Caroline A1 - Isden, Jess A1 - Sparteld, Janka A1 - Goldizen, Anne W. A1 - Endler, John A. T1 - Male spotted bowerbirds propagate fruit for use in their sexual display T2 - Current biology Y1 - 2012 U6 - https://doi.org/10.1016/j.cub.2012.02.057 SN - 0960-9822 VL - 22 IS - 8 SP - R264 EP - R265 PB - Cell Press CY - Cambridge ER - TY - GEN A1 - Zurell, Damaris A1 - Elith, Jane A1 - Schröder-Esselbach, Boris T1 - Predicting to new environments tools for visualizing model behaviour and impacts on mapped distributions T2 - Diversity & distributions : a journal of biological invasions and biodiversity N2 - Data limitations can lead to unrealistic fits of predictive species distribution models (SDMs) and spurious extrapolation to novel environments. Here, we want to draw attention to novel combinations of environmental predictors that are within the sampled range of individual predictors but are nevertheless outside the sample space. These tend to be overlooked when visualizing model behaviour. They may be a cause of differing model transferability and environmental change predictions between methods, a problem described in some studies but generally not well understood. We here use a simple simulated data example to illustrate the problem and provide new and complementary visualization techniques to explore model behaviour and predictions to novel environments. We then apply these in a more complex real-world example. Our results underscore the necessity of scrutinizing model fits, ecological theory and environmental novelty. KW - Environmental niche KW - extrapolation KW - inflated response curves KW - novel environment KW - sampling space KW - species distribution models Y1 - 2012 U6 - https://doi.org/10.1111/j.1472-4642.2012.00887.x SN - 1366-9516 VL - 18 IS - 6 SP - 628 EP - 634 PB - Wiley-Blackwell CY - Hoboken ER -