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 …
habitat selection of wildlife given its reliance on only presence locations. Recent studies …
A checklist for maximizing reproducibility of ecological niche models
Reporting specific modelling methods and metadata is essential to the reproducibility of
ecological studies, yet guidelines rarely exist regarding what information should be noted …
ecological studies, yet guidelines rarely exist regarding what information should be noted …
A statistical explanation of MaxEnt for ecologists
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 …
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 …
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
Spatial thinning of species occurrence records can help address problems associated with
spatial sampling biases. Ideally, thinning removes the fewest records necessary to …
spatial sampling biases. Ideally, thinning removes the fewest records necessary to …
Ecological niches and geographic distributions (MPB-49)
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 …
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 …
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
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 …
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
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 …
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
Aim Species distribution models have been widely used to tackle ecological, evolutionary
and conservation problems. Most species distribution modelling techniques produce …
and conservation problems. Most species distribution modelling techniques produce …