2005
DOI: 10.1016/j.foreco.2005.08.045
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Ecosystem classification in a flat, highly fragmented region of Indiana, USA

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Cited by 18 publications
(14 citation statements)
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“…RF, showing performance at the level of boosting and support vector machines, is one of the most successful ensemble methods and an effective tool in prediction. Recently, both of them have been successfully applied in many fields including ecology, bio-informatics, genetics and earth science (remote sensing) (Moisen and Frescino, 2002;Chen and Liu, 2005;Dolan and Parker, 2005;Pal, 2005;Barker et al, 2006;Cutler et al, 2007;De'ath, 2007;Peters et al, 2007;Elith et al, 2008;Perdiguero-Alonso et al, 2008).…”
Section: Introductionmentioning
confidence: 99%
“…RF, showing performance at the level of boosting and support vector machines, is one of the most successful ensemble methods and an effective tool in prediction. Recently, both of them have been successfully applied in many fields including ecology, bio-informatics, genetics and earth science (remote sensing) (Moisen and Frescino, 2002;Chen and Liu, 2005;Dolan and Parker, 2005;Pal, 2005;Barker et al, 2006;Cutler et al, 2007;De'ath, 2007;Peters et al, 2007;Elith et al, 2008;Perdiguero-Alonso et al, 2008).…”
Section: Introductionmentioning
confidence: 99%
“…Numerous ECS have been developed for forest regions in the eastern United States (Spies and Barnes 1985;Hix 1988;Van Kley 1993;Hanson and Hargrave 1996;Hix and Pearcy 1997;Goebel et al 2001;Dolan and Parker 2005), although few have been mapped to the same level of detail as the Hoosier National Forest (HNF). Van Kley (1993) developed an ECS for HNF and surrounding area in south-central Indiana.…”
Section: Introductionmentioning
confidence: 99%
“…The most commonly used ecological classification framework used in the United States was developed by the USDA Forest Service (Keys et al, 1995;Cleland et al, 1997) and has been used to hierarchically organize, classify, and map land units from regional to site scales in an ecologically meaningful way based upon climate, geology, physiography, soils, and vegetation information (Table 1). This framework has been used to classify the United States to the ecological subsection level (Keys et al, 1995) and to classify many national and state forests as well as other public and private lands at finer scales (Hix, 1988;Van Kley, 1993;McNabb et al, 1999;Dolan and Parker, 2005).…”
Section: Introductionmentioning
confidence: 99%
“…Ecological classification systems are generally used for mapping land areas, identifying potential natural communities, and predicting the responses of forest ecosystems to natural and management-imposed disturbances (Dolan and Parker, 2005). Consequently, ecological classification is a useful management tool for both setting management objectives and implementing management regimes.…”
Section: Introductionmentioning
confidence: 99%