Species distribution models rarely predict the biology of real populations

J A. Lee‐Yaw, J L. McCune, S Pironon, S N. Sheth - Ecography, 2022 - Wiley Online Library
Species distribution models (SDMs) are widely used in ecology. In theory, SDMs capture (at
least part of) species' ecological niches and can be used to make inferences about the …

The role of biotic interactions in sha** distributions and realised assemblages of species: implications for species distribution modelling

MS Wisz, J Pottier, WD Kissling, L Pellissier… - Biological …, 2013 - Wiley Online Library
Predicting which species will occur together in the future, and where, remains one of the
greatest challenges in ecology, and requires a sound understanding of how the abiotic and …

Co‐occurrence is not evidence of ecological interactions

FG Blanchet, K Cazelles, D Gravel - Ecology Letters, 2020 - Wiley Online Library
There is a rich amount of information in co‐occurrence (presence–absence) data that could
be used to understand community assembly. This proposition first envisioned by Forbes …

[KNJIGA][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 …

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 …

Biotic interactions in species distribution modelling: 10 questions to guide interpretation and avoid false conclusions

CF Dormann, M Bobrowski, DM Dehling… - Global ecology and …, 2018 - Wiley Online Library
Aim Recent studies increasingly use statistical methods to infer biotic interactions from co‐
occurrence information at a large spatial scale. However, disentangling biotic interactions …

Marine taxa track local climate velocities

ML Pinsky, B Worm, MJ Fogarty, JL Sarmiento… - Science, 2013 - science.org
Organisms are expected to adapt or move in response to climate change, but observed
distribution shifts span a wide range of directions and rates. Explanations often emphasize …

Understanding co‐occurrence by modelling species simultaneously with a Joint Species Distribution Model (JSDM)

LJ Pollock, R Tingley, WK Morris… - Methods in Ecology …, 2014 - Wiley Online Library
A primary goal of ecology is to understand the fundamental processes underlying the
geographic distributions of species. Two major strands of ecology–habitat modelling and …

No silver bullets in correlative ecological niche modelling: insights from testing among many potential algorithms for niche estimation

H Qiao, J Soberón, AT Peterson - Methods in Ecology and …, 2015 - Wiley Online Library
The field of ecological niche modelling or species distribution modelling has seen enormous
activity and attention in recent years, in the light of exciting biological inferences that can be …

Inferring biotic interactions from proxies

I Morales-Castilla, MG Matias, D Gravel… - Trends in ecology & …, 2015 - cell.com
Inferring biotic interactions from functional, phylogenetic and geographical proxies remains
one great challenge in ecology. We propose a conceptual framework to infer the backbone …