Generalized models vs. classification tree analysis: Predicting spatial distributions of plant species at different scales

No abstract is available for this paper.

• Publication year

  2003

• Venue

  Unknown venue

• Publication date

  2003-10-01

• Fields of study

  Mathematics, Environmental Science

• Identifiers
  DOI 10.1658/1100-9233(2003)014[0669:GMVCTA]2.0.CO;2
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

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  1998influential reference
• A review of methods for the assessment of prediction errors in conservation presence/absence models

  1997cited by this paper
• DISPERSE: A Cellular Automaton for Predicting the Distribution of Species in a Changed Climate

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• Development of Global 30-minute grid Potential Evapotranspiration Data Set

  1994influential reference
• Red pine abundance: current climatic control and responses to future warming

  1994cited by this paper
• Current problems of environmental gradients and species response curves in relation to continuum theory

  1994influential reference
• Determining species response functions to an environmental gradient by means of a β‐function

  1994cited by this paper
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  1992cited by this paper
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  1991cited by this paper
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  1991cited by this paper
• Generalized Additive Models.

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• Mean seasonal and spatial variability in global surface air temperature

  1990influential reference
• A new model for the continuum concept

  1989cited by this paper
• How to make biological surveys go further with generalised linear models

  1989cited by this paper
• Measuring the accuracy of diagnostic systems.

  1988influential reference
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  1987cited by this paper
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  1987cited by this paper
• The analysis of vegetation-environment relationships by canonical correspondence analysis

  1987cited by this paper
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  1986cited by this paper
• Continuum Concept, Ordination Methods, and Niche Theory

  1985cited by this paper
• A method of comparing the areas under receiver operating characteristic curves derived from the same cases.

  1983cited by this paper
• Atlas florae Europaeae

  1977cited by this paper
• Biological Diversity

  1964cited by this paper

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