MaxEnt's parameter configuration and small samples: are we paying attention to recommendations? A systematic review

NS Morales, IC Fernández, V Baca-González - PeerJ, 2017 - peerj.com
Environmental niche modeling (ENM) is commonly used to develop probabilistic maps of
species distribution. Among available ENM techniques, MaxEnt has become one of the most …

Species-distribution modeling: advantages and limitations of its application. 2. MaxEnt

AA Lissovsky, SV Dudov - Biology Bulletin Reviews, 2021 - Springer
The MaxEnt software package is one of the most popular tools for species-distribution
modeling. Despite its popularity, researchers usually underestimate the influence of the …

Want to model a species niche? A step-by-step guideline on correlative ecological niche modelling

N Sillero, S Arenas-Castro, U Enriquez‐Urzelai… - Ecological …, 2021 - Elsevier
The use of correlative ecological niche models has highly increased in the last decade.
Despite all literature and textbooks in this field, few practical guidelines exist on the correct …

The global distribution of known and undiscovered ant biodiversity

JM Kass, B Guénard, KL Dudley, CN Jenkins… - Science …, 2022 - science.org
Invertebrates constitute the majority of animal species and are critical for ecosystem
functioning and services. Nonetheless, global invertebrate biodiversity patterns and their …

What is an optimal value of k in k-fold cross-validation in discrete Bayesian network analysis?

BG Marcot, AM Hanea - Computational Statistics, 2021 - Springer
Cross-validation using randomized subsets of data—known as k-fold cross-validation—is a
powerful means of testing the success rate of models used for classification. However, few if …

Collinearity in ecological niche modeling: Confusions and challenges

X Feng, DS Park, Y Liang, R Pandey… - Ecology and …, 2019 - Wiley Online Library
Ecological niche models are widely used in ecology and biogeography. Maxent is one of the
most frequently used niche modeling tools, and many studies have aimed to optimize its …

SDMtoolbox 2.0: the next generation Python-based GIS toolkit for landscape genetic, biogeographic and species distribution model analyses

JL Brown, JR Bennett, CM French - PeerJ, 2017 - peerj.com
SDMtoolbox 2.0 is a software package for spatial studies of ecology, evolution, and genetics.
The release of SDMtoolbox 2.0 allows researchers to use the most current ArcGIS software …

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 …

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 …

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 …