Common mistakes in ecological niche models

N Sillero, AM Barbosa - International Journal of Geographical …, 2021 - Taylor & Francis
Ecological niche models (ENMs) are widely used statistical methods to estimate various
types of species niches. After lecturing several editions of introductory courses on ENMs and …

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 …

ModEco: an integrated software package for ecological niche modeling

Q Guo, Y Liu - Ecography, 2010 - Wiley Online Library
ModEco is a software package for ecological niche modeling. It integrates a range of niche
modeling methods within a geographical information system. ModEco provides a user …

Niches and distributional areas: concepts, methods, and assumptions

J Soberón, M Nakamura - Proceedings of the National …, 2009 - National Acad Sciences
Estimating actual and potential areas of distribution of species via ecological niche modeling
has become a very active field of research, yet important conceptual issues in this field …

An evaluation of transferability of ecological niche models

H Qiao, X Feng, LE Escobar, AT Peterson… - …, 2019 - Wiley Online Library
Ecological niche modeling (ENM) is used widely to study species' geographic distributions.
ENM applications frequently involve transferring models calibrated with environmental data …

Uses and requirements of ecological niche models and related distributional models

AT Peterson - Biodiversity informatics, 2006 - journals.ku.edu
Modeling approaches that relate known occurrences of species to landscape features to
discover ecological properties and predict geographic occurrences have seen extensive …

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 …

Akaike information criterion should not be a “test” of geographical prediction accuracy in ecological niche modelling

JA Velasco, C González-Salazar - Ecological Informatics, 2019 - Elsevier
Abstract Model complexity in ecological niche modelling has been recently considered as
an important issue that might affect model performance. New methodological developments …

[HTML][HTML] ENMTools 1.0: an R package for comparative ecological biogeography

DL Warren, NJ Matzke, M Cardillo… - …, 2021 - Wiley Online Library
The ENMTools software package was introduced in 2008 as a platform for making
measurements on environmental niche models (ENMs, frequently referred to as species …

Transferability and model evaluation in ecological niche modeling: a comparison of GARP and Maxent

A Townsend Peterson, M Papeş, M Eaton - Ecography, 2007 - Wiley Online Library
We compared predictive success in two common algorithms for modeling species'
ecological niches, GARP and Maxent, in a situation that challenged the algorithms to be …