Species distribution models and occurrence data for marine invasive species hotspot identification

Description

Since 2005, Fisheries and Oceans Canada has been collecting monitoring data for aquatic invasive species (e.g. https://open.canada.ca/data/en/dataset/8d87f574-0661-40a0-822f-e9eabc35780d, https://open.canada.ca/data/en/dataset/503a957e-7d6b-11e9-aef3-f48c505b2a29, https://open.canada.ca/data/en/dataset/8661edcf-f525-4758-a051-cb3fc8c74423). This monitoring data, as well additional occurrence information from online databases and the scientific literature, have been paired with high resolution environmental data and oceanographic models in species distribution models that predict the present-day and future potential distributions of 12 moderate to high risk invasive species on Canada’s east and west coasts. Future distributions were predicted for 2075, under Representative Concentration Pathway 8.5 from the Intergovernmental Panel on Climate Change’s fifth Assessment Report. Present-day and future richness of these species (i.e., hotspots) has also been estimated by summing their occurrence probabilities. This data set includes the occurrence locations of each species, the present-day and future species distribution modeling results for each species, and the estimated species richness. This research has been published in the scientific literature(Lyons et al. 2020). Lyons DA, Lowen JB, Therriault TW, Brickman D, Guo L, Moore AM, Peña MA, Wang Z, DiBacco C. (In Press) Identifying Marine Invasion Hotspots Using Stacked Species Distribution Models. Biological Invasions Cite this data as: Lyons DA., Lowen JB, Therriault TW., Brickman D., Guo L., Moore AM., Peña MA., Wang Z., DiBacco C. Data of: Species distribution models and occurrence data for marine invasive species hotspot identification. Published: November 2020. Coastal Ecosystems Science Division, Fisheries and Oceans Canada, Dartmouth, N.S. https://open.canada.ca/data/en/dataset/1bbd5131-8b34-4245-b999-3b4c4259d74f

Resources

Name Format Description Link
Marine invasive species model outputs Unknown https://api-proxy.edh-cde.dfo-mpo.gc.ca/catalogue/records/1bbd5131-8b34-4245-b999-3b4c4259d74f/attachments/Atl_Pac.gdb.zip
Marine invasive species model outputs TIFF https://api-proxy.edh-cde.dfo-mpo.gc.ca/catalogue/records/1bbd5131-8b34-4245-b999-3b4c4259d74f/attachments/Atl_Pac_tif.zip
Data Dictionary xlsx https://api-proxy.edh-cde.dfo-mpo.gc.ca/catalogue/records/1bbd5131-8b34-4245-b999-3b4c4259d74f/attachments/DataDictionary%20(3).xlsx
Marine invasive species, models and occurrence Ersi REST https://egisp.dfo-mpo.gc.ca/arcgis/rest/services/open_data_donnees_ouvertes/sdms_and_occurrence_data_for_marine_invasive_species_hotspots_id_en/MapServer
Marine invasive species, models and occurrence Ersi REST https://egisp.dfo-mpo.gc.ca/arcgis/rest/services/open_data_donnees_ouvertes/sdms_and_occurrence_data_for_marine_invasive_species_hotspots_id_fr/MapServer
Science journal article PDF https://www.researchgate.net/publication/343970010_Identifying_marine_invasion_hotspots_using_stacked_species_distribution_models

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