US non-native plant occurrence and abundance data and distribution maps for Eastern US species with current and future climate
Dates
Publication Date
2024-04-26
Start Date
1980
End Date
2100
Citation
Bradley, B.A., Evans, A.E., Jarnevich, C.S., Beaury, E.M., Engelstad, P., Teich, N.B., and LaRoe, J.M., 2024, US non-native plant occurrence and abundance data and distribution maps for Eastern US species with current and future climate: U.S. Geological Survey data release, https://doi.org/10.5066/P14VVRES.
Summary
This is a dataset containing aggregated non-native plant occurrence and abundance data for the contiguous United States. We used these data to develop habitat suitability models for species found in the Eastern United States using locations with 5% cover or greater. We adapted the INHABIT modeling workflow (Young et al. 2020), using a consistent set of climatic predictors that were important in the INHABIT models. We developed models using five algorithms with VisTrails: Software for Assisted Habitat Modeling [SAHM 2.2.2]. We accounted for sampling bias by using the target background approach, and constructed model ensembles using the five models for each species for three different thresholds (conservative to targeted;1st percentile, [...]
Summary
This is a dataset containing aggregated non-native plant occurrence and abundance data for the contiguous United States. We used these data to develop habitat suitability models for species found in the Eastern United States using locations with 5% cover or greater. We adapted the INHABIT modeling workflow (Young et al. 2020), using a consistent set of climatic predictors that were important in the INHABIT models. We developed models using five algorithms with VisTrails: Software for Assisted Habitat Modeling [SAHM 2.2.2]. We accounted for sampling bias by using the target background approach, and constructed model ensembles using the five models for each species for three different thresholds (conservative to targeted;1st percentile, 10th percentile, and maximum of sensitivity-specificity). This data bundle contains a single file of occurrence data with abundance information (Nonnative_plants_US.csv) and a subfolder for each species that contains the two raster files associated with the species. Each of the two rasters represent the following: species_code for current climate and species_code.2c for predictions under a +2C climate change scenario.
The bundle documentation files are: 1) 'project_metdata.xml' (this file) which contains the project-level metadata 2) Nonnative_plants_US.csv is the occurrence and abundance data. 3) XX.tif where XX is the species code with current climatic conditions and species code with '2c' appended for habitat suitability predictions with +2C of climate change.
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Related External Resources
Type: Related Primary Publication
Evans, A. E., Jarnevich, C. S., Beaury, E. M., Engelstad, P. S., Teich, N. B., LaRoe, J. M., & Bradley, B. A. (2024). Shifting hotspots: Climate change projected to drive contractions and expansions of invasive plant abundance habitats. Diversity and Distributions, 30, 41–54. https://doi.org/10.1111/ddi.13787
To provide information and documentation on the potential change in areas suitable for abundance by invasive plants in the Eastern United States with +2C of climate change.
