A statistical explanation of MaxEnt for ecologists

作者: Jane Elith , Steven J. Phillips , Trevor Hastie , Miroslav Dudík , Yung En Chee

DOI: 10.1111/J.1472-4642.2010.00725.X

关键词: Environmental niche modellingEntropy (information theory)Kullback–Leibler divergenceFeature selectionRegressionRaster graphicsEcologyCovariateComputer scienceSampling bias

摘要: … In this article, we explain the MaxEnt modelling method with emphasis on a statistical explanation of the method, on what it assumes, and on the impacts of choices made in the …

参考文章(57)
Janet Franklin, Jennifer A. Miller, Mapping Species Distributions: Spatial Inference and Prediction ,(2010)
Chris Yesson, Alastair Culham, A phyloclimatic study of Cyclamen BMC Evolutionary Biology. ,vol. 6, pp. 72- 72 ,(2006) , 10.1186/1471-2148-6-72
Richard G. Pearson, Christopher J. Raxworthy, Miguel Nakamura, A. Townsend Peterson, Predicting species distributions from small numbers of occurrence records: A test case using cryptic geckos in Madagascar Journal of Biogeography. ,vol. 34, pp. 102- 117 ,(2006) , 10.1111/J.1365-2699.2006.01594.X
James Franklin, The elements of statistical learning : data mining, inference,and prediction The Mathematical Intelligencer. ,vol. 27, pp. 83- 85 ,(2005) , 10.1007/BF02985802
Leif Schulman, Tuuli Toivonen, Kalle Ruokolainen, Analysing botanical collecting effort in Amazonia and correcting for it in species range estimation Journal of Biogeography. ,vol. 34, pp. 1388- 1399 ,(2007) , 10.1111/J.1365-2699.2007.01716.X
DARRYL I. MACKENZIE, J. ANDREW ROYLE, Designing occupancy studies: general advice and allocating survey effort Journal of Applied Ecology. ,vol. 42, pp. 1105- 1114 ,(2005) , 10.1111/J.1365-2664.2005.01098.X
Colin J. Yates, Asha McNeill, Jane Elith, Guy F. Midgley, Assessing the impacts of climate change and land transformation on Banksia in the South West Australian Floristic Region Diversity and Distributions. ,vol. 16, pp. 187- 201 ,(2010) , 10.1111/J.1472-4642.2009.00623.X
Jennifer M. Lamb, Taryn M. C. Ralph, Steven M. Goodman, Wiesław Bogdanowicz, Jakob Fahr, Marta Gajewska, Paul J. J. Bates, Judith Eger, Petr Benda, Peter J. Taylor, Phylogeography and predicted distribution of African-Arabian and Malagasy populations of giant mastiff bats, Otomops spp. (Chiroptera : Molossidae) Acta Chiropterologica. ,vol. 10, pp. 21- 40 ,(2008) , 10.3161/150811008X331063
Jeremy VanDerWal, Luke P. Shoo, Catherine Graham, Stephen E. Williams, Selecting pseudo-absence data for presence-only distribution modeling: How far should you stray from what you know? Ecological Modelling. ,vol. 220, pp. 589- 594 ,(2009) , 10.1016/J.ECOLMODEL.2008.11.010