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Journal ArticleDOI

Den-Site Characteristics of Black Bears in Rocky Mountain National Park, Colorado

TLDR
In this paper, the authors compared historic and contemporary black bear den locations in Rocky Mountain National Park (RMNP), Colorado, USA, for habitat and physiographic attributes of den sites and used maximum entropy modeling to determine which factors were most influential in predicting den-site locations.
Abstract
We compared historic (1985–1992) and contemporary (2003–2006) black bear (Ursus americanus) den locations in Rocky Mountain National Park (RMNP), Colorado, USA, for habitat and physiographic attributes of den sites and used maximum entropy modeling to determine which factors were most influential in predicting den-site locations. We observed variability in the relationship between den locations and distance to trails and elevation over time. Locations of historic den sites were most associated with slope, elevation, and covertype, whereas contemporary sites were associated with slope, distance to roads, aspect, and canopy height. Although relationships to covariates differed between historic and contemporary periods, preferred den-site characteristics consistently included steep slopes and factors associated with greater snow depth. Distribution of den locations shifted toward areas closer to human developments, indicating little negative influence of this factor on den-site selection by black be...

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Journal ArticleDOI

Use of Maximum Entropy Modeling in Wildlife Research

Roger A. Baldwin
- 16 Nov 2009 - 
TL;DR: Further advances are needed to better define model thresholds, to test model significance, and to address model selection to strengthen the utility of Maxent for wildlife research and management.
Journal ArticleDOI

A quantitative synthesis of the importance of variables used in MaxEnt species distribution models

TL;DR: In this article, the authors synthesize the MaxEnt SDM literature to inform which variables have been used in MaxEnt models for different taxa and quantify how frequently they have been important for species distributions.
Journal ArticleDOI

Not‐so‐splendid isolation: modeling climate‐mediated range collapse of a montane mammal Ochotona princeps across numerous ecoregions

TL;DR: Current and future distribution of suitable habitat for the talus-obligate montane mammal Ochotona princeps (American pika) across the western USA under increases in temperature associated with contemporary climate change is modeled to compare forecasts using only climate variables vs using those plus habitat considerations, and identify possible patterns of range collapse.
Journal ArticleDOI

Despotism and Risk of Infanticide Influence Grizzly Bear Den-Site Selection

TL;DR: Observed spatial segregation by adult females supports the sex hypothesis of sexual segregation and is suggested to reduce risk of infanticide, and the model containing land cover and elevation best-predicted juvenile den sites.
Journal ArticleDOI

Effects of variable selection on modelling habitat and potential distribution of the Andean bear in Bolivia

TL;DR: In this article, the authors assessed the effects of environment variable selection and compared statistical performance and output maps of correlative resource and biotope-based models for estimating the habitat and potential distribution of the Andean bear (Tremarctos ornatus) in Bolivia's Tropical Andes.
References
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Journal ArticleDOI

Maximum entropy modeling of species geographic distributions

TL;DR: In this paper, the use of the maximum entropy method (Maxent) for modeling species geographic distributions with presence-only data was introduced, which is a general-purpose machine learning method with a simple and precise mathematical formulation.
Journal ArticleDOI

Measuring the accuracy of diagnostic systems

John A. Swets
- 03 Jun 1988 - 
TL;DR: For diagnostic systems used to distinguish between two classes of events, analysis in terms of the "relative operating characteristic" of signal detection theory provides a precise and valid measure of diagnostic accuracy.
Journal ArticleDOI

A method of comparing the areas under receiver operating characteristic curves derived from the same cases.

James A. Hanley, +1 more
- 01 Sep 1983 - 
TL;DR: This paper refines the statistical comparison of the areas under two ROC curves derived from the same set of patients by taking into account the correlation between the areas that is induced by the paired nature of the data.
Journal ArticleDOI

A review of methods for the assessment of prediction errors in conservation presence/absence models

TL;DR: Thirteen recommendations are made to enable the objective selection of an error assessment technique for ecological presence/absence models and a new approach to estimating prediction error, which is based on the spatial characteristics of the errors, is proposed.
Journal ArticleDOI

Estimating site occupancy rates when detection probabilities are less than one

TL;DR: In this paper, a model and likelihood-based method for estimating site occupancy rates when detection probabilities are 0.3 was proposed for American toads (Bufo americanus) and spring peepers (Pseudacris crucifer).
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