Use of maximum entropy modeling in wildlife research

RA Baldwin - Entropy, 2009 - mdpi.com
Maximum entropy (Maxent) modeling has great potential for identifying distributions and
habitat selection of wildlife given its reliance on only presence locations. Recent studies …

A checklist for maximizing reproducibility of ecological niche models

X Feng, DS Park, C Walker, AT Peterson… - Nature Ecology & …, 2019 - nature.com
Reporting specific modelling methods and metadata is essential to the reproducibility of
ecological studies, yet guidelines rarely exist regarding what information should be noted …

A statistical explanation of MaxEnt for ecologists

J Elith, SJ Phillips, T Hastie, M Dudík… - Diversity and …, 2011 - Wiley Online Library
MaxEnt is a program for modelling species distributions from presence‐only species
records. This paper is written for ecologists and describes the MaxEnt model from a …

ENMeval: An R package for conducting spatially independent evaluations and estimating optimal model complexity for Maxent ecological niche models

R Muscarella, PJ Galante… - Methods in ecology …, 2014 - Wiley Online Library
Recent studies have demonstrated a need for increased rigour in building and evaluating
ecological niche models (ENM s) based on presence‐only occurrence data. Two major …

spThin: an R package for spatial thinning of species occurrence records for use in ecological niche models

ME Aiello‐Lammens, RA Boria, A Radosavljevic… - …, 2015 - Wiley Online Library
Spatial thinning of species occurrence records can help address problems associated with
spatial sampling biases. Ideally, thinning removes the fewest records necessary to …

Ecological niches and geographic distributions (MPB-49)

AT Peterson, J Soberón, RG Pearson… - Ecological niches and …, 2011 - degruyter.com
This book provides a first synthetic view of an emerging area of ecology and biogeography,
linking individual-and population-level processes to geographic distributions and …

Making better Maxent models of species distributions: complexity, overfitting and evaluation

A Radosavljevic, RP Anderson - Journal of biogeography, 2014 - Wiley Online Library
Aim Models of species niches and distributions have become invaluable to biogeographers
over the past decade, yet several outstanding methodological issues remain. Here we …

Spatial filtering to reduce sampling bias can improve the performance of ecological niche models

RA Boria, LE Olson, SM Goodman, RP Anderson - Ecological modelling, 2014 - Elsevier
This study employs spatial filtering of occurrence data with the aim of reducing overfitting to
sampling bias in ecological niche models (ENMs). Sampling bias in geographic space leads …

The crucial role of the accessible area in ecological niche modeling and species distribution modeling

N Barve, V Barve, A Jiménez-Valverde… - Ecological …, 2011 - Elsevier
Using known occurrences of species and correlational modeling approaches has become a
common paradigm in broad-scale ecology and biogeography, yet important aspects of the …

Selecting thresholds for the prediction of species occurrence with presence‐only data

C Liu, M White, G Newell - Journal of biogeography, 2013 - Wiley Online Library
Aim Species distribution models have been widely used to tackle ecological, evolutionary
and conservation problems. Most species distribution modelling techniques produce …