PaddockTS

Paddock-level phenology visualizations and spatiotemporal analyses using (for now) Sentinel2 data

Initialization

Things you must do before the code will run:

Note for JupyterLab setup on GADI

Include these options on the launch site:

• Storage: gdata/+gdata/v10+gdata/ka08
• Module Directories: /g/data/v10/public/modules/modulefiles/
• Modules: dea/20231204

Programs

1. phenology videos
   • DONE
2. calendar plots
   • DONE mostly, needing some updates:
     • mark when interpolated
     • incorporate planetscope data?
3. paddock segmentation and clustering.
   • DONE
4. paddock quick-look flipbook
   • To-do
   • Base on paddock time series, but also get more spectral indices and band data.
5. 'Feature learning'
   • To-do
   • This is where we exctract from paddock-level ts data the parameters that will feed into DAESIM e.g.
     • start/end of growth periods and other important transitions
     • predicted harvest date
     • predicted flowering