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ENMeval 2.0: Redesigned for customizable and reproducible modeling of species' niches and distributions
Quantitative evaluations to optimize complexity have become standard for avoiding
overfitting of ecological niche models (ENMs) that estimate species' potential geographic …
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
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 …
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
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 …
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
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 …
excitement as it has received criticism. Here we look into the data and methods mostly used …
Want to model a species niche? A step-by-step guideline on correlative ecological niche modelling
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 …
Despite all literature and textbooks in this field, few practical guidelines exist on the correct …
A standard protocol for reporting species distribution models
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 …
ecology, evolution and conservation. The advent of ready‐to‐use software packages and …
The global distribution of known and undiscovered ant biodiversity
Invertebrates constitute the majority of animal species and are critical for ecosystem
functioning and services. Nonetheless, global invertebrate biodiversity patterns and their …
functioning and services. Nonetheless, global invertebrate biodiversity patterns and their …
Top ten hazards to avoid when modeling species distributions: a didactic guide of assumptions, problems, and recommendations
M Soley‐Guardia, DF Alvarado‐Serrano… - Ecography, 2024 - Wiley Online Library
Species distribution models, also known as ecological niche models or habitat suitability
models, have become commonplace for addressing fundamental and applied biodiversity …
models, have become commonplace for addressing fundamental and applied biodiversity …
Spatial validation reveals poor predictive performance of large-scale ecological map** models
Map** aboveground forest biomass is central for assessing the global carbon balance.
However, current large-scale maps show strong disparities, despite good validation statistics …
However, current large-scale maps show strong disparities, despite good validation statistics …
Outstanding challenges and future directions for biodiversity monitoring using citizen science data
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 …
data in biodiversity research and conservation. This expansion of a rich source of 'big …