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Habitat-Suitability

Final project for Earth Analytics AY24.

Instructions: The notebooks are designed to be run in numerical order. If different National Forests are to be analyzed, select for them in the fourth cell of 01-boundaries.ipynb and add the GeoDataFrame to the site list in the same cell. Plot titles in 07-results.ipynb will need to be altered by hand.

Future Tasks:

  • Fix harmonization of data sets for Jefferson National Forest.
  • Improve visual plot labels
  • Consolidate defined functions to the scripts file.
  • Establish pipeline to save climate data to the data directory.
  • Improve function docstrings.
  • Improve comments throughout analysis.
  • Loop through elevation data arrays to construct plots
  • Improve run times by saving processed raster data to the data directory before model construction.