Skip to content

aitorarjona/cloudbutton-geospatial-usecase

Repository files navigation

Cloudbutton Geospatial Use Case Workflows

Workflows

  • NDVI: It gets tiles captured by Sentinel-2 and performs atmospheric correction. Then, coumputes NDVI (Normalized Difference Vegetation Index). Finally, it processes the calculated NDVI indexes to compute averages by shape and month.

NDVI graph

  • Water Consumption: It computes water consumption of crop fields based on temperature and solar irradiance.

Water Consumption graph

Setup:

Note: These notebooks have been developed using Python3.7 - other Python versions might not work.

  1. Install Lithops Serverless Framework

  2. Setup local Python virtual environment:

    $ python3.7 -m venv venv
    $ source venv/bin/activate
    $ (venv) pip install -r requirements
    
  3. Setup Jupyter notebook kernel.

    $ (venv) ipython kernel install --name "geospatial" --user
    $ (venv) jupyter nbextension enable --py --sys-prefix widgetsnbextension
    $ (venv) jupyter nbextension enable --py --sys-prefix ipyleaflet
    
  4. Start local Jupyter Notebook:

    $ (venv) jupyter notebook
    
  5. Follow further instructions listed in each notebook.

Authors

About

No description, website, or topics provided.

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published