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MarineSensitivity / workflows

scripts for testing data analytics and visualization as well as production workflows
http://marinesensitivity.org/workflows/
MIT License
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compare initial sensitivity studies: Southall et al (2023), Lettrich et al (2023), Butt et al (2022) #2

Open bbest opened 8 months ago

bbest commented 8 months ago

Compare initial studies with first two focused on marine mammals (and turtles) and notion of general framework (3rd):

  1. Southall et al (2023)Vulnerability index to scale effects of offshore renewable energy on marine mammals and sea turtles off the U.S. West Coast (VIMMS)
  2. Lettrich et al (2023) Vulnerability to Climate Change of United States Marine Mammal Stocks in the Western North Atlantic, Gulf of Mexico, and Caribbean. PLOS ONE
  3. Butt et al (2022) A trait-based framework for assessing the vulnerability of marine species to human impacts. EcoSphere image
bbest commented 7 months ago

Southall et al (2023)

https://marinesensitivity.org/workflows/ingest_Southall-2023.html

Space

image Figure 1: Spatial variation in species vulnerability by latitudinal zone and depth regime.

Time

image Figure 2: Temporal variation in species vulnerability by oceanographic season.

Taxa

table(d$sp_code)
            Bairds         BLUE WHALE       BRYDES WHALE       BTLN Coastal 
                 3                  3                  3                  3 
     CA N FUR SEAL        CA Sea Lion   CAmerDPSHUMPBACK     DALLS PORPOISE 
                 3                  3                  3                  3 
      ENP FUR SEAL     ENP GRAY WHALE          FIN WHALE              GREEN 
                 3                  3                  3                  3 
GUADALUPE FUR SEAL       Harbor OR WA    HARBOR PORPOISE     Harbor Seal CA 
                 3                  3                  5                  3 
   HI DPS_HUMPBACK         K WHALE OS        K WHALE Res         K WHALE Tr 
                 3                  3                  3                  3 
          Lags WSD            LB COMN        LEATHERBACK          Liso NRWD 
                 3                  3                  3                  3 
        LOGGERHEAD    MexDPS_HUMPBACK        MINKE WHALE           N E Seal 
                 3                  3                  3                  3 
      OLIVE RIDLEY      PYGMY & DWARF        RIGHT WHALE              Risso 
                 3                  3                  3                  3 
   S-F PILOT WHALE            SB COMN          SEI WHALE        SPERM WHALE 
                 3                  3                  3                  3 
  STELLER SEA LION     WNP GRAY WHALE Ziphius-Mesoplodon 
                 3                  3                  3 
                 sp_stock
sp_code           Monterey Bay Morro Bay N CAL- S OR N OR-WA coast SF-Rus River
  HARBOR PORPOISE            1         1           1             1            1

TODO: next pivot longer all values from the sheets read in, e.g.:

image