Standards for distribution models in biodiversity assessments

MB Araújo, RP Anderson, A Márcia Barbosa… - Science …, 2019 - science.org
Demand for models in biodiversity assessments is rising, but which models are adequate for
the task? We propose a set of best-practice standards and detailed guidelines enabling …

Collinearity: a review of methods to deal with it and a simulation study evaluating their performance

CF Dormann, J Elith, S Bacher, C Buchmann… - …, 2013 - Wiley Online Library
Collinearity refers to the non independence of predictor variables, usually in a regression‐
type analysis. It is a common feature of any descriptive ecological data set and can be a …

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 …

Evaluating collinearity effects on species distribution models: An approach based on virtual species simulation

P De Marco, CC Nóbrega - PloS one, 2018 - journals.plos.org
The increasing use of species distribution modeling (SDM) has raised new concerns
regarding the inaccuracies, misunderstanding, and misuses of this important tool. One of …

Paintings predict the distribution of species, or the challenge of selecting environmental predictors and evaluation statistics

Y Fourcade, AG Besnard… - Global Ecology and …, 2018 - Wiley Online Library
Aim Species distribution modelling, a family of statistical methods that predicts species
distributions from a set of occurrences and environmental predictors, is now routinely …

Global trait–environment relationships of plant communities

H Bruelheide, J Dengler, O Purschke, J Lenoir… - Nature ecology & …, 2018 - nature.com
Plant functional traits directly affect ecosystem functions. At the species level, trait
combinations depend on trade-offs representing different ecological strategies, but at the …

Climate velocity and the future global redistribution of marine biodiversity

J García Molinos, BS Halpern, DS Schoeman… - Nature Climate …, 2016 - nature.com
Anticipating the effect of climate change on biodiversity, in particular on changes in
community composition, is crucial for adaptive ecosystem management but remains a critical …

ENVIREM: an expanded set of bioclimatic and topographic variables increases flexibility and improves performance of ecological niche modeling

PO Title, JB Bemmels - Ecography, 2018 - Wiley Online Library
Species distribution modeling is a valuable tool with many applications across ecology and
evolutionary biology. The selection of biologically meaningful environmental variables that …

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

J Bradie, B Leung - Journal of Biogeography, 2017 - Wiley Online Library
Aim To synthesize the species distribution modelling (SDM) literature to inform which
variables have been used in MaxEnt models for different taxa and to quantify how frequently …

Assessing the reliability of species distribution projections in climate change research

L Santini, A Benítez‐López, L Maiorano… - Diversity and …, 2021 - Wiley Online Library
Aim Forecasting changes in species distribution under future scenarios is one of the most
prolific areas of application for species distribution models (SDMs). However, no consensus …