ENMeval 2.0: Redesigned for customizable and reproducible modeling of species' niches and distributions

JM Kass, R Muscarella, PJ Galante… - Methods in Ecology …, 2021 - Wiley Online Library
Quantitative evaluations to optimize complexity have become standard for avoiding
overfitting of ecological niche models (ENMs) that estimate species' potential geographic …

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 …

Machine learning-based global maps of ecological variables and the challenge of assessing them

H Meyer, E Pebesma - Nature Communications, 2022 - nature.com
The recent wave of published global maps of ecological variables has caused as much
excitement as it has received criticism. Here we look into the data and methods mostly used …

Spatial validation reveals poor predictive performance of large-scale ecological map** models

P Ploton, F Mortier, M Réjou-Méchain, N Barbier… - Nature …, 2020 - nature.com
Map** aboveground forest biomass is central for assessing the global carbon balance.
However, current large-scale maps show strong disparities, despite good validation statistics …

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 …

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 …

The global distribution of known and undiscovered ant biodiversity

JM Kass, B Guénard, KL Dudley, CN Jenkins… - Science …, 2022 - science.org
Invertebrates constitute the majority of animal species and are critical for ecosystem
functioning and services. Nonetheless, global invertebrate biodiversity patterns and their …

Outstanding challenges and future directions for biodiversity monitoring using citizen science data

A Johnston, E Matechou… - Methods in Ecology and …, 2023 - Wiley Online Library
There is increasing availability and use of unstructured and semi‐structured citizen science
data in biodiversity research and conservation. This expansion of a rich source of 'big …

Common mistakes in ecological niche models

N Sillero, AM Barbosa - International Journal of Geographical …, 2021 - Taylor & Francis
Ecological niche models (ENMs) are widely used statistical methods to estimate various
types of species niches. After lecturing several editions of introductory courses on ENMs and …