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stac-notebooks

Notebooks - STAC

These notebooks demonstrate data discovery and access from the EarthDataStore (EDS) STAC API.

Environment Setup

Refer to the README.md in the base level of this repository for environment setup instructions.

Notebooks

venus-git-over-LEFR3.ipynb

This notebook demonstrates querying the EDS STAC API for a Venus chip using a region of interest (ROI) and a period of 1 year. An RGB PNG image is saved for each date that there is imagery, and finally a short timelapse video (in Gif format) is generated, showing change over a mining site in Australia.

venus-denver-with-building-model.ipynb

This notebook demonstrates querying the STAC API for a Venus chip using an ROI, saving RGB PNG and multispectral Geotiffs, and then using this imagery to train a simple (not deep) model for building/not-building pixel level prediction.