Evaluation metrics and validation of presence-only species distribution models based on distributional maps with varying coverage
K Konowalik, A Nosol - Scientific Reports, 2021 - nature.com
We examine how different datasets, including georeferenced hardcopy maps of different
extents and georeferenced herbarium specimens (spanning the range from 100 to 85,000 …
extents and georeferenced herbarium specimens (spanning the range from 100 to 85,000 …
Projected decline in European bumblebee populations in the twenty-first century
Habitat degradation and climate change are globally acting as pivotal drivers of wildlife
collapse, with mounting evidence that this erosion of biodiversity will accelerate in the …
collapse, with mounting evidence that this erosion of biodiversity will accelerate in the …
[PDF][PDF] Two alternative evaluation metrics to replace the true skill statistic in the assessment of species distribution models
RF Wunderlich, YP Lin, J Anthony… - Nature …, 2019 - natureconservation.pensoft.net
Model evaluation metrics play a critical role in the selection of adequate species distribution
models for conservation and for any application of species distribution modelling (SDM) in …
models for conservation and for any application of species distribution modelling (SDM) in …
Biological invasions reveal how niche change affects the transferability of species distribution models
Species distribution models (SDMs) have been widely applied to predict geographic ranges
of species across space and time under the assumption of niche conservatism (ie, species …
of species across space and time under the assumption of niche conservatism (ie, species …
flexsdm: An r package for supporting a comprehensive and flexible species distribution modelling workflow
Species distribution models (SDM) are widely used in diverse research areas because of
their simple data requirements and application versatility. However, SDM outcomes are …
their simple data requirements and application versatility. However, SDM outcomes are …
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 …
Climate change threatens native potential agroforestry plant species in Brazil
Climate change is one of the main drivers of species extinction in the twentyfirst-century.
Here, we (1) quantify potential changes in species' bioclimatic area of habitat (BAH) of 135 …
Here, we (1) quantify potential changes in species' bioclimatic area of habitat (BAH) of 135 …
UAV-based slope failure detection using deep-learning convolutional neural networks
Slope failures occur when parts of a slope collapse abruptly under the influence of gravity,
often triggered by a rainfall event or earthquake. The resulting slope failures often cause …
often triggered by a rainfall event or earthquake. The resulting slope failures often cause …
Toward reliable habitat suitability and accessibility models in an era of multiple environmental stressors
Global biodiversity declines, largely driven by climate and land‐use changes, urge the
development of transparent guidelines for effective conservation strategies. Species …
development of transparent guidelines for effective conservation strategies. Species …
Improving species distribution model predictive accuracy using species abundance: Application with boosted regression trees
H Yu, AR Cooper, DM Infante - Ecological Modelling, 2020 - Elsevier
Auxiliary information in the form of species abundance is frequently available as part of data
collected for ecological investigations, yet when modeling distributions of species over large …
collected for ecological investigations, yet when modeling distributions of species over large …