continued dist new dw

[conordoremus]

Description

Created the disturbance/ directory which includes modules for functions used in DIST_ALERT.ipynb for both DIST and Dynamic World analysis

src/disturbance

• moved all modules to the disturbance directory

DIST_ALERT.ipynb

• performs same analysis as prior state, now calling functions from disturbance directory rather than declaring them within the notebook
• final section is first draft at using the disturbance rate within propensity score matching
  • this section gets moved to the archive later

Code cleanup:

• moved function declaration from within the notebook to a directory

Created, updated, or replaced Files and/or tables

• src/disturbance: directory that includes all DIST and dynamic world related .py files (functions)
• DIST_ANOM_CONF.py: functions calculating disturbance rates using the anomaly max and confidence bands
• DIST_STATUS.py: functions calculating disturbance rates using the dist - status band
• dist_visualization.py: functions that visualize both AC and status disturbance on a map of given PA
• DW_analysis.py: functions for both calculating the land cover change for PAs and loading the resulting CSVs
• dw_builders.py: functions that build pre and post disturbance date composites used in land cover change analysis
• dw_results.py: functions that parse results CSVs and create a transition data frame or transition mask
• DW_visualization.py: functions used to visualize dynamic world composites on a map and display land cover change results
• notebooks/DIST_ALERT.ipynb
• dist_variables: file where variables like palettes, legend dictionaries, and visualization parameters are stored for dist and dynamic world analysis

Notes for reviewers

All files labeled DW_ are moved to the archive in the later PRs. Feedback on the "dist_" files and functions would be very helpful and they should remain mostly the same in the following PRs.

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[alanalutz]

Just a couple of small nitpicks and a methods question. I didn't review any of the dw code since it is archived later; we can always come back to it.

[alanalutz]

Should it count as disturbance if it is >50% but from the previous year?

[alanalutz]

If you want to, you can un-hardcode scale and maxPixels by putting them in dist_variables.py since they are repeated and always the same, but not necessary.

[alanalutz]

Add something to the map layer name to differentiate from map layers that were added by the previous function. (e.g. If the map has two layers they are called "DIST 2024 Status - Densu" and "DIST 2024 AC - Densu" or something like that instead of having the same name