Species Distribution Models and Joint Species Distribution Models of Nine Invasive Species in North America
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2017-01-01
2019-08-01
2019-08-01
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2019-08-01
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Title
Species Distribution Models and Joint Species Distribution Models of Nine Invasive Species in North America
Published Date
2019-08-27
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Briscoe Runquist, Ryan, D
rbriscoe@umn.edu
rbriscoe@umn.edu
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Abstract
Species Distribution Models (SDM) and Joint Species Distribution Models (JSDM) for nine invasive species in North America. Species SDMs include Brown Knapweed (Centaurea jacea), Black Swallowwort (Cynanchum louiseae), Common Tansy (Tanacetum vulgare), Common Teasel (Dipsacus fullonum), Wild Parsnip (Pastinaca sativa), and Dalmatian Toadflax (Linaria dalmatica). Species JSDMs include Japanese Hops (Humulus japonicus), Oriental Bittersweet (Celastrus orbiculatus), and Narrowleaf Bittercress (Cardamine impatiens). These models aim to predict the current and future habitat suitability of nine invasive species in North America. Models were constructed with the MaxEnt software. Predicting current and future habitat suitability for invasive species may help manage invasions.
Description
Model predictions are formatted as GeoTiff (TIF) files. All SDM model iterations were compiled in species TIF projection stacks. All JSDM model iterations were compiled in RData (RDA) files. Current and future climate layers, which were used to construct models, are formatted in GRID (GRD, GRI) files. Species georeferenced occurrences are formatted in Comma Separated Value (CSV) files of latitude, longitude coordinate pairs. These files included allow a user to replicate the inputs and examine the outputs of MaxEnt model predictions.
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Minnesota Invasive Terrestrial Plants and Pests Center (MITPPC)
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Lake, Thomas, A; Briscoe Runquist, Ryan, D; Moeller, David, A. (2019). Species Distribution Models and Joint Species Distribution Models of Nine Invasive Species in North America. Retrieved from the Data Repository for the University of Minnesota (DRUM), https://doi.org/10.13020/z71w-jx69.
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SDM File Metadata Readme.txt
Description of the data
(10.01 KB)
SDM DRUM Data.xlsx
List of files included in each zipped folder
(13.44 KB)
ENM Eval Model Results.csv
Parameters and statistical results from the model runs
(259.49 KB)
JSDM Raster Projection Files.zip
Raster TIF Files for JSDM Prediction
(18.92 GB)
MaxEnt Predictions CSVs.zip
Current and future raster TIF habitat suitability predictions generated from MaxEnt models under multiple MaxEnt model scenarios
(7.72 KB)
MaxEnt Predictions TIFFs.zip
Stack of current and future raster TIF habitat suitability predictions generated from MaxEnt models under multiple MaxEnt model scenarios
(1.89 GB)
MaxEnt Bias Files.zip
Raster .TIF files for MaxEnt background bias
(232.25 MB)
Occurrence Data.zip
Latitude and Longitude point occurrences of species used to construct MaxEnt models
(344.15 KB)
Current and Future Bioclimatic Variables.zip
Current and Future Bioclimatic Variables (GRI and GRD files)
(25.18 GB)
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