A Novel Method for Nonparametric Statistical Inference for Niche Overlap in Multiple Species

被引:0
|
作者
Langthaler, Patrick B. [1 ,2 ]
Gladow, Kai-Philipp [3 ]
Krueger, Oliver [3 ]
Beck, Jonas [1 ,2 ]
机构
[1] Paris Lodron Univ Salzburg, Dept Artificial Intelligence & Human Interfaces, Salzburg, Austria
[2] Paris Lodron Univ Salzburg, Dept Artificial Intelligence & Human Interfaces, IDALab Salzburg, Salzburg, Austria
[3] Bielefeld Univ, Dept Anim Behav, Bielefeld, Germany
关键词
ecological niches <mml:semantics><mml:mo>|</mml:mo><mml:annotation encoding="application; x-tex">$\mid$</mml:annotation></mml:semantics> niche overlap <mml:semantics><mml:mo>|</mml:mo><mml:annotation encoding="application; x-tex">$\mid$</mml:annotation></mml:semantics> nonparametric statistics <mml:semantics><mml:mo>|</mml:mo><mml:annotation encoding="application; x-tex">$\mid$</mml:annotation></mml:semantics> rank-based statistics <mml:semantics><mml:mo>|</mml:mo><mml:annotation encoding="application; x-tex">$\mid$</mml:annotation></mml:semantics> resampling; RANKS; DEPTH;
D O I
10.1002/bimj.202400013
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
The understanding of species interactions and ecosystem dynamics hinges upon the study of ecological niches. Quantifying the overlap of Hutchinsonian-niches has garnered significant attention, with many recent publications addressing the issue. Prior work on estimating niche overlap often did not provide confidence intervals or assumed multivariate normality, seriously limiting applications in ecology, and biodiversity research. This paper extends a nonparametric approach, previously applied to the two-species case, to multiple species. For estimation, a consistent plug-in estimator based on rank sums is proposed and its asymptotic distribution is derived under weak conditions. The novel methodology is then applied to a study comparing the ecological niches of the Eurasian eagle owl, common buzzard, and red kite. These species share a habitat in Central Europe but exhibit distinct population trends. The analysis explores their breeding habitat preferences, considering the intricate competition dynamics and utilizing the nonparametric approach to niche overlap estimation. Our proposed method provides a valuable inferential tool for the quantitative evaluation of differences and overlap between niches.
引用
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页数:13
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