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Leopardus wiedii

README.md

Workflow (2) Analysis for Leopardus wiedii

i. The first code to run is the lwiedii_1_dataGeneration.qmd html. Four new files will be created:

  • PA blobs for time1 and time2 (PA_lwiedii_time1_blobs and PA_lwiedii_time2_blobs).
  • PO rasters for time1 and time2 (PO_lwiedii_time1_raster and PO_lwiedii_time2_raster).

ii. After, run lwiedii_2_variableSelection.qmd html to get the best predictors for the modeled species. The predictors will be: cov.1, cov.2, cov.3, and cov.4.

iii. Then run the lwiedii_3_dataPreparation.qmd html code with the selected predictors to prepare the data for the model. Four new files will be created:

  • PO data for time1 and time2 (PO_lwiedii_time1.model.data and PO_lwiedii_time2.model.data).
  • PA data for time1 and time2 (PA_lwiedii_time1.model.data and PA_lwiedii_time2.model.data).

iv. Run the model with lwiedii_4_modelRun.qmd html. Two new files will be created:

  • The JAGS model(lwiedii_model.txt)
  • The model output (lwiedii_model.rds) - caution this is a >5GB file

v. And, finally, create the output figures with lwiedii_5_modelOutputs.qmd html. The html output will show all the results, plus a new file will be created:

  • The model diagnostics (docs/lwiedii_model_diagnostics.pdf).