Transferability of a predictive Robinia pseudacacia distribution model in northeast Slovenia
作者： Daniela Ribeiro , Imelda Somodi , Andraž Čarni
DOI: 10.3986/AGS.772
关键词:
摘要: The main goal of this study is to assess the transferability a species distribution model (SDM) for Robinia pseudacacia (black locust) two testing sites in Prekmurje region northeast Slovenia. predictive performance SDM at was measured by 1) visual evaluation, 2) confusion matrix, 3) true positive rate (TPR), 4) maximum skill statistics (TSS) over possible cutoffs, and 5) paired-sample ANOVA. We show that adequately predicted potential region, which ensures extension prediction scale will be reliable base nature conservation decisions. This also serves as example within-region transfer SDMs.
sci-hub.st 参考文章(32)
Carla M. D'Antonio, Michelle Mack, Exotic Grasses Potentially Slow Invasion of an N-fixing Tree into a Hawaiian Woodland Biological Invasions. ,vol. 3, pp. 69- 73 ,(2001) , 10.1023/A:1011470702428
OMRI ALLOUCHE, ASAF TSOAR, RONEN KADMON, Assessing the accuracy of species distribution models: prevalence, kappa and the true skill statistic (TSS) Journal of Applied Ecology. ,vol. 43, pp. 1223- 1232 ,(2006) , 10.1111/J.1365-2664.2006.01214.X
Imelda Somodi, Andraž Čarni, Daniela Ribeiro, Tomaž Podobnikar, Recognition of the invasive species Robinia pseudacacia from combined remote sensing and GIS sources Biological Conservation. ,vol. 150, pp. 59- 67 ,(2012) , 10.1016/J.BIOCON.2012.02.014
Petra Košir, Andraž Čarni, Aleksander Marinšek, Urban Šilc, Floodplain forest communities along the Mura River (NE Slovenia) Acta Botanica Croatica. ,vol. 72, pp. 71- 95 ,(2013) , 10.2478/V10184-012-0015-7
Lidija Globevnik, Matjaž Mikoš, Boundary conditions of morphodynamic processes in the Mura River in Slovenia Catena. ,vol. 79, pp. 265- 276 ,(2009) , 10.1016/J.CATENA.2009.06.008
Christophe F. Randin, Thomas Dirnböck, Stefan Dullinger, Niklaus E. Zimmermann, Massimiliano Zappa, Antoine Guisan, Are niche-based species distribution models transferable in space? Journal of Biogeography. ,vol. 33, pp. 1689- 1703 ,(2006) , 10.1111/J.1365-2699.2006.01466.X
Steven I. Higgins, David M. Richardson, Richard M. Cowling, Terry H. Trinder-Smith, Predicting the Landscape‐Scale Distribution of Alien Plants and Their Threat to Plant Diversity Conservation Biology. ,vol. 13, pp. 303- 313 ,(1999) , 10.1046/J.1523-1739.1999.013002303.X
Rok Ciglič, Drago Perko, Europe's landscape hotspots Acta geographica Slovenica. ,vol. 53, pp. 117- 139 ,(2013) , 10.3986/AGS53106
G Sundblad, M Härmä (Kallasvuo), A Lappalainen, L Urho, U Bergström, Transferability of predictive fish distribution models in two coastal systems Estuarine Coastal and Shelf Science. ,vol. 83, pp. 90- 96 ,(2009) , 10.1016/J.ECSS.2009.03.025
Imelda Somodi, Klára Virágh, Balázs Székely, Niklaus E. Zimmermann, Changes in predictor influence with time and with vegetation type identity in a post-abandonment situation Basic and Applied Ecology. ,vol. 11, pp. 225- 233 ,(2010) , 10.1016/J.BAAE.2009.11.006