Standards for distribution models in biodiversity assessments
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 …
the task? We propose a set of best-practice standards and detailed guidelines enabling …
Cross‐validation strategies for data with temporal, spatial, hierarchical, or phylogenetic structure
Ecological data often show temporal, spatial, hierarchical (random effects), or phylogenetic
structure. Modern statistical approaches are increasingly accounting for such dependencies …
structure. Modern statistical approaches are increasingly accounting for such dependencies …
A standard protocol for reporting species distribution models
Species distribution models (SDMs) constitute the most common class of models across
ecology, evolution and conservation. The advent of ready‐to‐use software packages and …
ecology, evolution and conservation. The advent of ready‐to‐use software packages and …
[BUKU][B] Habitat suitability and distribution models: with applications in R
This book introduces the key stages of niche-based habitat suitability model building,
evaluation and prediction required for understanding and predicting future patterns of …
evaluation and prediction required for understanding and predicting future patterns of …
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 …
regarding the inaccuracies, misunderstanding, and misuses of this important tool. One of …
A comprehensive evaluation of predictive performance of 33 species distribution models at species and community levels
A large array of species distribution model (SDM) approaches has been developed for
explaining and predicting the occurrences of individual species or species assemblages …
explaining and predicting the occurrences of individual species or species assemblages …
A practical guide to MaxEnt for modeling species' distributions: what it does, and why inputs and settings matter
The MaxEnt software package is one of the most popular tools for species distribution and
environmental niche modeling, with over 1000 published applications since 2006. Its …
environmental niche modeling, with over 1000 published applications since 2006. Its …
Where is positional uncertainty a problem for species distribution modelling?
Species data held in museum and herbaria, survey data and opportunistically observed data
are a substantial information resource. A key challenge in using these data is the uncertainty …
are a substantial information resource. A key challenge in using these data is the uncertainty …
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 …
evolutionary biology. The selection of biologically meaningful environmental variables that …
A brief introduction to mixed effects modelling and multi-model inference in ecology
The use of linear mixed effects models (LMMs) is increasingly common in the analysis of
biological data. Whilst LMMs offer a flexible approach to modelling a broad range of data …
biological data. Whilst LMMs offer a flexible approach to modelling a broad range of data …