Across space and time: a review of sampling, preservational, analytical, and anthropogenic biases in fossil data across macroecological scales

K Nanglu, TM Cullen - Earth-Science Reviews, 2023 - Elsevier
Quantitative studies of fossil data have proven critical to a number of major
macroevolutionary and macroecological discoveries, such as the 'Big 5'mass extinctions of …

Incorporating effects of habitat patches into species distribution models

F Riva, CJ Martin, C Galán Acedo, EN Bellon… - Journal of …, 2024 - Wiley Online Library
Species distribution models (SDMs) are algorithms designed to infer the distribution of
species using environmental and biotic variables and have become an important tool for …

Unexpected fish diversity gradients in the Amazon basin

T Oberdorff, MS Dias, C Jézéquel, JS Albert… - Science …, 2019 - science.org
Using the most comprehensive fish occurrence database, we evaluated the importance of
ecological and historical drivers in diversity patterns of subdrainage basins across the …

Convolutional neural networks improve species distribution modelling by capturing the spatial structure of the environment

B Deneu, M Servajean, P Bonnet… - PLoS computational …, 2021 - journals.plos.org
Convolutional Neural Networks (CNNs) are statistical models suited for learning complex
visual patterns. In the context of Species Distribution Models (SDM) and in line with …

Spatially‐nested hierarchical species distribution models to overcome niche truncation in national‐scale studies

T Goicolea, A Adde, O Broennimann… - …, 2024 - Wiley Online Library
Spatial truncation in species distribution models (SDMs) might cause niche truncation and
model transferability issues, particularly when extrapolating models to non‐analog …

Climate change and the future restructuring of Neotropical anuran biodiversity

PA Menéndez‐Guerrero, DM Green, TJ Davies - Ecography, 2020 - Wiley Online Library
Climate change is likely to impact multiple dimensions of biodiversity. Species range shifts
are expected and may drive changes in the composition of species assemblages. In some …

The fate of páramo plant assemblages in the sky islands of the northern Andes

G Peyre, J Lenoir, DN Karger, M Gomez… - Journal of …, 2020 - Wiley Online Library
Aims Assessing climate change impacts on biodiversity is a main scientific challenge,
especially in the tropics. We predicted the future of plant species and communities on the …

Predicting species distributions and community composition using satellite remote sensing predictors

JN Pinto-Ledezma, J Cavender-Bares - Scientific Reports, 2021 - nature.com
Biodiversity is rapidly changing due to changes in the climate and human related activities;
thus, the accurate predictions of species composition and diversity are critical to develo** …

Multiresponse algorithms for community‐level modelling: Review of theory, applications, and comparison to species distribution models

D Nieto‐Lugilde, KC Maguire, JL Blois… - Methods in Ecology …, 2018 - Wiley Online Library
Community‐level models (CLMs) consider multiple, co‐occurring species in model fitting
and are lesser known alternatives to species distribution models (SDMs) for analysing and …

[HTML][HTML] A case study on joint species distribution modelling with bird atlas data: Revealing limits to species' niches

J Seoane, A Estrada, MM Jones, O Ovaskainen - Ecological Informatics, 2023 - Elsevier
Growing interest in biodiversity map** has spurred the development of species
distribution atlases, often mainly based on citizen-science projects. Atlas data have been …