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 …

A review of evidence about use and performance of species distribution modelling ensembles like BIOMOD

T Hao, J Elith, G Guillera‐Arroita… - Diversity and …, 2019 - Wiley Online Library
Aim The idea of combining predictions from different models into an ensemble has gained
considerable popularity in species distribution modelling, partly due to free and …

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 …

[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 …

Spread of SARS-CoV-2 Coronavirus likely to be constrained by climate

MB Araujo, B Naimi - MedRxiv, 2020 - medrxiv.org
As new cases of SARS CoV-2 (aka 2019-nCoV) Coronavirus are confirmed throughout the
world and millions of people are being put into quarantine, few doubt the virus will reach …

Testing whether ensemble modelling is advantageous for maximising predictive performance of species distribution models

T Hao, J Elith, JJ Lahoz‐Monfort… - Ecography, 2020 - Wiley Online Library
Predictive performance is important to many applications of species distribution models
(SDMs). The SDM 'ensemble'approach, which combines predictions across different …

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 …

sdm: a reproducible and extensible R platform for species distribution modelling

B Naimi, MB Araújo - Ecography, 2016 - Wiley Online Library
sdm is an object‐oriented, reproducible and extensible, platform for species distribution
modelling. It uses individual species and community‐based approaches, enabling …

Assessing the impacts of climate change on biodiversity: is below 2° C enough?

S Nunez, E Arets, R Alkemade, C Verwer, R Leemans - Climatic Change, 2019 - Springer
Large changes in biodiversity are expected to occur if climate change continues at its current
pace. Adverse effects include changes in species habitats and compositions, and …