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
… of all variables were adjusted to match bioclimatic data (30 arc … areas outside the range of
the species were predicted (see … from a map of distributional range (range map, 7: Expert score …
the species were predicted (see … from a map of distributional range (range map, 7: Expert score …
Integrating citizen science data with expert surveys increases accuracy and spatial extent of species distribution models
OJ Robinson, V Ruiz‐Gutierrez… - … and Distributions, 2020 - Wiley Online Library
… from the point counts to match those of the eBird data set. … our goal is to make accurate
predictions across the entire Central … We produced distribution maps for each species and data set…
predictions across the entire Central … We produced distribution maps for each species and data set…
Species distribution modeling for machine learning practitioners: A review
… In this section we give a high-level overview of three important sources of maps: raw species
observation data, predictions … Matching expert range maps with species distribution model …
observation data, predictions … Matching expert range maps with species distribution model …
Species distribution models rarely predict the biology of real populations
… SDM predictions match independent estimates of the range … predicted 81.8% of pixels in
a reference distribution map for … predictions and expert range maps of 330 butterfly species. …
a reference distribution map for … predictions and expert range maps of 330 butterfly species. …
Mapping the potential of mangrove forest restoration based on species distribution models: A case study in China
… , and computer modeling have been widely used to predict … A questionnaire was designed,
and 10 experts were invited … over-fitting model may match the actual distribution better. Overall…
and 10 experts were invited … over-fitting model may match the actual distribution better. Overall…
Assessing the reliability of species distribution projections in climate change research
… We matched the predicted probabilities with the true … generalist species are harder to
predict than specialist species (… distribution of the species (eg, by using IUCN range maps, or …
predict than specialist species (… distribution of the species (eg, by using IUCN range maps, or …
A quantitative review of abundance‐based species distribution models
… Our synthesis provides a road map for modelling abundance … statistical approaches to
predict species abundance and identify … We matched site locations to gridded environmental …
predict species abundance and identify … We matched site locations to gridded environmental …
Ecological niche models and species distribution models in marine environments: A literature review and spatial analysis of evidence
… Among similarity-based and expert-rule models, most frequent was the ecological … model
predicting the actual distribution of species is equally successful in predicting its distribution on …
predicting the actual distribution of species is equally successful in predicting its distribution on …
Trends and gaps in the use of citizen science derived data as input for species distribution models: A quantitative review
… sources to improve global predictions of species distributions. … only when they were used
for mapping species distribution. … This search engine seeks matches within the title, abstract, …
for mapping species distribution. … This search engine seeks matches within the title, abstract, …
Reliability in distribution modeling—a synthesis and step-by-step guidelines for improved practice
… of modeling results in the form of maps of an object’s predicted … is increased or decreased
locally to match the density of … species distribution modelling of freshwater invasive species for …
locally to match the density of … species distribution modelling of freshwater invasive species for …