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 …

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 …

A standard protocol for reporting species distribution models

D Zurell, J Franklin, C König, PJ Bouchet… - …, 2020 - Wiley Online Library
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 …

[图书][B] Joint species distribution modelling: With applications in R

O Ovaskainen, N Abrego - 2020 - books.google.com
Joint species distribution modelling (JSDM) is a fast-developing field and promises to
revolutionise how data on ecological communities are analysed and interpreted. Written for …

Seasonality and uncertainty in global COVID-19 growth rates

C Merow, MC Urban - … of the National Academy of Sciences, 2020 - National Acad Sciences
The virus causing COVID-19 has spread rapidly worldwide and threatens millions of lives. It
remains unknown, as of April 2020, whether summer weather will reduce its spread, thereby …

Uncertainty in ensembles of global biodiversity scenarios

W Thuiller, M Guéguen, J Renaud, DN Karger… - Nature …, 2019 - nature.com
While there is a clear demand for scenarios that provide alternative states in biodiversity with
respect to future emissions, a thorough analysis and communication of the associated …

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 …

Climate-driven shifts in marine species ranges: scaling from organisms to communities

ML Pinsky, RL Selden, ZJ Kitchel - Annual review of marine …, 2020 - annualreviews.org
The geographic distributions of marine species are changing rapidly, with leading range
edges following climate poleward, deeper, and in other directions and trailing range edges …

Lags in the response of mountain plant communities to climate change

JM Alexander, L Chalmandrier, J Lenoir… - Global change …, 2018 - Wiley Online Library
Rapid climatic changes and increasing human influence at high elevations around the world
will have profound impacts on mountain biodiversity. However, forecasts from statistical …

Monitoring biodiversity in the Anthropocene using remote sensing in species distribution models

CF Randin, MB Ashcroft, J Bolliger… - Remote sensing of …, 2020 - Elsevier
In the face of the growing challenges brought about by human activities, effective planning
and decision-making in biodiversity and ecosystem conservation, restoration, and …