Increasing numbers of killer whale individuals use fisheries as feeding opportunities within subantarctic populations
Jolly-Seber capture-mark-recapture models to estimate Crozet regular and type-D Killer whales populations.
All codes are available for the simulation and the real data.
(1) Simulation code (codesimul.R) is running alone
(2) Real data code (code_vraidata_revfin.R). It makes use of three matrices that change depending on the ecotype:
- The Capture History (CH_2106_m.csv, CH_2106_d.csv), rows correspond to individuals and columns to years. For regular killer whales this matrix contains 3 possible observations (observed from the coast, observed depredating, non observed) and 2 observations for Type-D killer whales (observed depredating, non observed)
- The Marking status (Mk_2106_m.csv, Mk_2106_d.csv), rows correspond to individuals and columns to years. For both ecotype they contain three possible marking status as described in the ESM.
- The maturity status (St_2106_m.csv, St_2106_d.csv), rows correspond to individuals and columns to years. For both ecotype they contain four different state (non identify, new-born, juvenile and adult).
Two other matrices are the same for bot ecotype
- The standardized effort (Effort_stand_boat.csv) contains the yearly effort divided by the maximum number of photographs taken during the study period.
- The state matrix (z_init_cro2705.csv) is used to initiate the state matrix from the models.