Predictive spatial niche and biodiversity hotspot models for small mammal communities in Alaska: applying machine-learning to conservation planning
作者： Andrew P. Baltensperger , Falk Huettmann
DOI: 10.1007/S10980-014-0150-8
关键词:
摘要: Context Changing global environmental conditions, especially at northern latitudes, are threatening to shift species distributions and alter wildlife communities.
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Camille Parmesan, Gary Yohe, A globally coherent fingerprint of climate change impacts across natural systems Nature. ,vol. 421, pp. 37- 42 ,(2003) , 10.1038/NATURE01286
J. Elith, J. R. Leathwick, T. Hastie, A working guide to boosted regression trees Journal of Animal Ecology. ,vol. 77, pp. 802- 813 ,(2008) , 10.1111/J.1365-2656.2008.01390.X
Sarah M Hardy, Michael Lindgren, Hanumantharao Konakanchi, Falk Huettmann, None, Predicting the distribution and ecological niche of unexploited snow crab (Chionoecetes opilio) populations in Alaskan waters: a first open-access ensemble model. Integrative and Comparative Biology. ,vol. 51, pp. 608- 622 ,(2011) , 10.1093/ICB/ICR102
D. Richard Cutler, Thomas C. Edwards, Karen H. Beard, Adele Cutler, Kyle T. Hess, Jacob Gibson, Joshua J. Lawler, RANDOM FORESTS FOR CLASSIFICATION IN ECOLOGY Ecology. ,vol. 88, pp. 2783- 2792 ,(2007) , 10.1890/07-0539.1
Steven J Phillips, Robert P Anderson, Robert E Schapire, None, Maximum entropy modeling of species geographic distributions Ecological Modelling. ,vol. 190, pp. 231- 259 ,(2006) , 10.1016/J.ECOLMODEL.2005.03.026
J. Emmett Duffy, Bradley J. Cardinale, Kristin E. France, Peter B. McIntyre, Elisa Thébault, Michel Loreau, The functional role of biodiversity in ecosystems: incorporating trophic complexity Ecology Letters. ,vol. 10, pp. 522- 538 ,(2007) , 10.1111/J.1461-0248.2007.01037.X
Laura Gough, Elizabeth A. Ramsey, David R. Johnson, Plant-herbivore interactions in Alaskan arctic tundra change with soil nutrient availability Oikos. ,vol. 116, pp. 407- 418 ,(2007) , 10.1111/J.0030-1299.2007.15449.X
Stefan Prost, Robert P. Guralnick, Eric Waltari, Vadim B. Fedorov, Elena Kuzmina, Nickolay Smirnov, Thijs van Kolfschoten, Michael Hofreiter, Klaas Vrieling, Losing ground: past history and future fate of Arctic small mammals in a changing climate Global Change Biology. ,vol. 19, pp. 1854- 1864 ,(2013) , 10.1111/GCB.12157
S. Churchfield, V. A. Nesterenko, E. A. Shvarts, Food niche overlap and ecological separation amongst six species of coexisting forest shrews (Insectivora: Soricidae) in the Russian Far East Journal of Zoology. ,vol. 248, pp. 349- 359 ,(1999) , 10.1111/J.1469-7998.1999.TB01034.X
REED F. NOSS, Indicators for Monitoring Biodiversity: A Hierarchical Approach Conservation Biology. ,vol. 4, pp. 355- 364 ,(1990) , 10.1111/J.1523-1739.1990.TB00309.X