Inference from presence-only data; the ongoing controversy

被引：152

作者：

Hastie, Trevor ^{[1
]}

Fithian, Will ^{[1
]}

机构：

[1] Stanford Univ, Dept Stat, Stanford, CA 94305 USA

来源：

ECOGRAPHY | 2013年 / 36卷 / 08期

基金：

美国国家科学基金会;

关键词：

DISTRIBUTION MODELS; DISTRIBUTIONS; ABSENCE;

D O I：

10.1111/j.1600-0587.2013.00321.x

中图分类号：

X176 [生物多样性保护];

学科分类号：

090705 ;

摘要：

Presence-only data abounds in ecology, often accompanied by a background sample. Although many interesting aspects of the species' distribution can be learned from such data, one cannot learn the overall species occurrence probability, or prevalence, without making unjustified simplifying assumptions. In this forum article we question the approach of Royle et al. (2012) that claims to be able to do this.

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收藏

页码：864 / 867

页数：4

相关论文

共 11 条

[1] Comparative interpretation of count, presence-absence and point methods for species distribution models [J].

Aarts, Geert ;

Fieberg, John ;

Matthiopoulos, Jason .

METHODS IN ECOLOGY AND EVOLUTION, 2012, 3 (01) :177-187

[2] Predictive habitat distribution models in ecology [J].

Guisan, A ;

Zimmermann, NE .

ECOLOGICAL MODELLING, 2000, 135 (2-3) :147-186

[3]

Lele SR, 2006, ECOLOGY, V87, P3021, DOI 10.1890/0012-9658(2006)87[3021:WDAEOR]2.0.CO

[4]

2

[5]

Manly BFJ., 2010, Resource selection by animals: statistical design and analysis for field studies

[6]

Phillips S., 2013, ECOLOGY IN PRESS

[7] Modeling of species distributions with Maxent:: new extensions and a comprehensive evaluation [J].

Phillips, Steven J. ;

Dudik, Miroslav .

ECOGRAPHY, 2008, 31 (02) :161-175

[8] Sample selection bias and presence-only distribution models: implications for background and pseudo-absence data [J].

Phillips, Steven J. ;

Dudik, Miroslav ;

Elith, Jane ;

Graham, Catherine H. ;

Lehmann, Anthony ;

Leathwick, John ;

Ferrier, Simon .

ECOLOGICAL APPLICATIONS, 2009, 19 (01) :181-197

[9] Likelihood analysis of species occurrence probability from presence-only data for modelling species distributions [J].

Royle, J. Andrew ;

Chandler, Richard B. ;

Yackulic, Charles ;

Nichols, James D. .

METHODS IN ECOLOGY AND EVOLUTION, 2012, 3 (03) :545-554

[10] Presence-Only Data and the EM Algorithm [J].

Ward, Gill ;

Hastie, Trevor ;

Barry, Simon ;

Elith, Jane ;

Leathwick, John R. .

BIOMETRICS, 2009, 65 (02) :554-563