[HTML][HTML] Outstanding challenges in the transferability of ecological models

KL Yates, PJ Bouchet, MJ Caley, K Mengersen… - Trends in ecology & …, 2018 - cell.com
Predictive models are central to many scientific disciplines and vital for informing
management in a rapidly changing world. However, limited understanding of the accuracy …

Evolution and ecology of species range limits

JP Sexton, PJ McIntyre, AL Angert… - Annu. Rev. Ecol. Evol …, 2009 - annualreviews.org
Species range limits involve many aspects of evolution and ecology, from species
distribution and abundance to the evolution of niches. Theory suggests myriad processes by …

Predictive performance of presence‐only species distribution models: a benchmark study with reproducible code

R Valavi, G Guillera‐Arroita… - Ecological …, 2022 - Wiley Online Library
Species distribution modeling (SDM) is widely used in ecology and conservation. Currently,
the most available data for SDM are species presence‐only records (available through …

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 …

[图书][B] Habitat suitability and distribution models: with applications in R

A Guisan, W Thuiller, NE Zimmermann - 2017 - books.google.com
This book introduces the key stages of niche-based habitat suitability model building,
evaluation and prediction required for understanding and predicting future patterns of …

[HTML][HTML] 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 …

A comprehensive evaluation of predictive performance of 33 species distribution models at species and community levels

A Norberg, N Abrego, FG Blanchet… - Ecological …, 2019 - Wiley Online Library
A large array of species distribution model (SDM) approaches has been developed for
explaining and predicting the occurrences of individual species or species assemblages …

Minimum required number of specimen records to develop accurate species distribution models

ASJ van Proosdij, MSM Sosef, JJ Wieringa… - Ecography, 2016 - Wiley Online Library
Species distribution models (SDMs) are widely used to predict the occurrence of species.
Because SDMs generally use presence‐only data, validation of the predicted distribution …

Where is positional uncertainty a problem for species distribution modelling?

B Naimi, NAS Hamm, TA Groen, AK Skidmore… - …, 2014 - Wiley Online Library
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 …

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 …