open_data_donnees_ouvertes/sdms_and_occurrence_data_for_marine_invasive_species_hotspots_id

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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

Map Name: SDMs_and_Occurrence_Data_for_Marine_Invasive_Species_Hotspots_ID

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Lyons et al. 2020, BioInvasions (0)
- Atlantic (1)
  - Botrylloides_violaceus (2)
  - Ascidiella_aspersa (8)
    - A. aspersa_Observations (9)
    - A. aspersa_Climatological Model (10)
    - A. aspersa_Projected Model (2075) (11)
    - A. aspersa_Climatological (Std Dev) (12)
    - A. aspersa_Projected (Std Dev) (13)
  - Botryllus_schlosseri (14)
    - B. schlosseri_Observations (15)
    - B. schlosseri_Climatological Model (16)
    - B. schlosseri_Projected Model (2075) (17)
    - B. schlosseri_Climatological (Std Dev) (18)
    - B. schlosseri_Projected (Std Dev) (19)
  - Carcinus_maenas (20)
    - C. maenas_Observations (21)
    - C. maenas_Climatological Model (22)
    - C.maenas_Projected Model (2075) (23)
    - C. maenas_Climatological (Std Dev) (24)
    - C. maenas_Projected (Std Dev) (25)
  - Caprella_mutica (26)
    - C. mutica_Observations (27)
    - C. mutica_Climatological Model (28)
    - C. mutica_Projected Model (2075) (29)
    - C. mutica_Climatological (Std Dev) (30)
    - C. mutica_Projected (Std Dev) (31)
  - Ciona_intestinalis (32)
    - C. intestinalis_Observations (33)
    - C. intestinalis_Climatological Model (34)
    - C. intestinalis_Projected Model (2075) (35)
    - C. intestinalis_Climatological (Std Dev) (36)
    - C. intestinalis_Projected (Std Dev) (37)
  - Didemnum_vexillum (38)
    - D. vexillum_Observations (39)
    - D. vexillum_Climatological Model (40)
    - D. vexillum_Projected Model (2075) (41)
    - D. vexillum_Climatological (Std Dev) (42)
    - D. vexillum_Projected (Std Dev) (43)
  - Diplosoma_listerianum (44)
    - D. listerianum_Observations (45)
    - D. listerianum_Climatological Model (46)
    - D. listerianum_Projected Model (2075) (47)
    - D. listerianum_Climatological (Std Dev) (48)
    - D. listerianum_Projected (Std Dev) (49)
  - Hemigrapsus_sanguineus (50)
    - H. sanguineus_Observations (51)
    - H. sanguineus_Climatological Model (52)
    - H. sanguineus_Projected Model (2075) (53)
    - H. sanguineus_Climatological (Std Dev) (54)
    - H. sanguineus_Projected (Std Dev) (55)
  - Membranipora_membranacea (56)
    - M. membranacea_Observations (57)
    - M. membranacea_Climatological Model (58)
    - M. membranacea_Projected Model (2075) (59)
    - M. membranacea_Climatological (Std Dev) (60)
    - M. membranacea_Projected (Std Dev) (61)
  - Styela_clava (62)
    - S. clava_Observations (63)
    - S. clava_Climatological Model (64)
    - S. clava_Projected Model (2075) (65)
    - S. clava_Climatological (Std Dev) (66)
    - S. clava_Projected (Std Dev) (67)
  - Species Richness (68)
    - Climatological Model (69)
    - Projected Model (2075) (70)
    - Climatological (Std Dev) (71)
    - Projected (Std Dev) (72)
- Pacific (73)
  - Botryllus_schlosseri (74)
    - B. schlosseri_Observations (75)
    - B. schlosseri_Climatological Model (76)
    - B. schlosseri_Projected Model (2075) (77)
    - B. schlosseri_Climatological (Std Dev) (78)
    - B. schlosseri_Projected (Std Dev) (79)
  - Botrylloides_violaceus (80)
    - B. violaceus_Observations (81)
    - B. violaceus_Climatological Model (82)
    - B. violaceus_Projected Model (2075) (83)
    - B. violaceus_Climatological (Std Dev) (84)
    - B. violaceus_Projected (Std Dev) (85)
  - Carcinus_maenas (86)
    - C. maenas_Observations (87)
    - C. maenas_Climatological Model (88)
    - C. maenas_Projected Model (2075) (89)
    - C. maenas_Climatological (Std Dev) (90)
    - C. maenas_Projected (Std Dev) (91)
  - Caprella_mutica (92)
    - C. mutica_Observations (93)
    - C. mutica_Climatological Model (94)
    - C. mutica_Projected Model (2075) (95)
    - C. mutica_Climatological (Std Dev) (96)
    - C. mutica_Projected (Std Dev) (97)
  - Crassostrea_gigas (98)
    - C. gigas_Observations (99)
    - C. gigas_Climatological Model (100)
    - C. gigas_Projected Model (2075) (101)
    - C. gigas_Climatological (Std Dev) (102)
    - C. gigas_Projected (Std Dev) (103)
  - Didemnum_vexillum (104)
    - D. vexillum_Observations (105)
    - D. vexillum_Climatological Model (106)
    - D. vexillum_Projected Model (2075) (107)
    - D. vexillum_Climatological (Std Dev) (108)
    - D. vexillum_Projected (Std Dev) (109)
  - Mya_arenaria (110)
    - M. arenaria_Observations (111)
    - M. arenaria_Climatological Model (112)
    - M. arenaria_Projected Model (2075) (113)
    - M. arenaria_Climatological (Std Dev) (114)
    - M. arenaria_Projected (Std Dev) (115)
  - Nuttallia_obscurata (116)
    - N. obscurata_Observations (117)
    - N. obscurata_Climatological Model (118)
    - N. obscurata_Projected Model (2075) (119)
    - N. obscurata_Climatological (Std Dev) (120)
    - N. obscurata_Projected (Std Dev) (121)
  - Ocinebrellus_inornatus (122)
    - O. inornatus_Observations (123)
    - O. inornatus_Climatological Model (124)
    - O. inornatus_Projected Model (2075) (125)
    - O. inornatus_Climatological (Std Dev) (126)
    - O. inornatus_Projected (Std Dev) (127)
  - Ruditapes_philippinarum (128)
    - R. philippinarum_Observations (129)
    - R. philippinarum_Climatological Model (130)
    - R. philippinarum_Projected Model (2075) (131)
    - R. philippinarum_Climatological (Std Dev) (132)
    - R. philippinarum_Projected (Std Dev) (133)
  - Sargassum_muticum (134)
    - S. muticum_Observations (135)
    - S. muticum_Climatological Model (136)
    - S. muticum_Projected Model (2075) (137)
    - S. muticum_Climatological (Std Dev) (138)
    - S. muticum_Projected (Std Dev) (139)
  - Styela_clava (140)
    - S. clava_Observations (141)
    - S. clava_Climatological Model (142)
    - S. clava_Projected Model (2075) (143)
    - S. clava_Climatological (Std Dev) (144)
    - S. clava_Projected (Std Dev) (145)
  - Species_Richness_Estimates (146)
    - Climatological Model (147)
    - Projected Model (2075) (148)
    - Climatological (Std Dev) (149)
    - Projected (Std Dev) (150)

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

Service Item Id: 39ad0e0c5f194ae3b5c13fc049cc7903

Copyright Text: Fisheries and Oceans Canada, Bedford Institute of Oceanography, P.O. Box 1006, Dartmouth, NS, Canada B2Y 4A2

Spatial Reference: 102100 (3857)

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open_data_donnees_ouvertes/sdms_and_occurrence_data_for_marine_invasive_species_hotspots_id_en (MapServer)