eSDM-package: Ensemble tool for predictions from Species Distribution...
In smwoodman/eSDM: Ensemble Tool for Predictions from Species Distribution Models
eSDM-package R Documentation
Ensemble tool for predictions from Species Distribution Models
Description
eSDM: A tool for creating and exploring ensembles of predictions from Species Distribution Models
Details
eSDM provides functionality for overlaying SDM predictions onto a single base geometry
and creating and evaluating ensemble predictions.
This can be done manually in R, or using the eSDM GUI (an R Shiny app) opened through eSDM_GUI
eSDM allows users to overlay SDM predictions onto a single base geometry,
create ensembles of these predictions via weighted or unweighted averages,
calculate performance metrics for each set of predictions and for resulting ensembles,
and visually compare ensemble predictions with original predictions.
The information provided by this tool can assist users in understanding spatial uncertainties and
making informed conservation decisions.
The GUI ensures that the tool is accessible to non-R users,
while also providing a user-friendly environment for functionality
such as loading other polygons to use and visualizing predictions.
However, user choices are restricted to the workflow provided by the GUI.
Author(s)
Sam Woodman sam.woodman@noaa.gov
See Also
smwoodman/eSDM documentation built on Aug. 21, 2024, 5:16 p.m.
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| eSDM-package | R Documentation |
Ensemble tool for predictions from Species Distribution Models
Description
eSDM: A tool for creating and exploring ensembles of predictions from Species Distribution Models
Details
eSDM provides functionality for overlaying SDM predictions onto a single base geometry and creating and evaluating ensemble predictions. This can be done manually in R, or using the eSDM GUI (an R Shiny app) opened through eSDM_GUI
eSDM allows users to overlay SDM predictions onto a single base geometry, create ensembles of these predictions via weighted or unweighted averages, calculate performance metrics for each set of predictions and for resulting ensembles, and visually compare ensemble predictions with original predictions. The information provided by this tool can assist users in understanding spatial uncertainties and making informed conservation decisions.
The GUI ensures that the tool is accessible to non-R users, while also providing a user-friendly environment for functionality such as loading other polygons to use and visualizing predictions. However, user choices are restricted to the workflow provided by the GUI.
Author(s)
Sam Woodman sam.woodman@noaa.gov
See Also
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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