rodekruis/Automated-flood-extent-mapping

Extract Sentinel-2 data and transform into Prithvi 100M compatible form

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To view the data you need a Copernicus account.

  • Data can be accessed at: https://dataspace.copernicus.eu/
  • There are example jupyter notebooks for acessing the data at: https://jupyterhub.dataspace.copernicus.eu/
    • In the notebook examples there are three folders with code to access the data in different ways: "geo", "openeo", "sentinelhub"
    • We should try these out and determine which way is easiest for our use case
  • Prithvi 100M expects the data in .tif format with 12 bands in order
  • The outcome of this task should probably be a python function that can takes a bounding box or coordinates and outputs a .tif file that can be used with Prithvi 100M

There is also this issue on the Prithvi github:
NASA-IMPACT/hls-foundation-os#15
It says the Sentinel-2 data can be extracted in almost the correct form from:
https://lpdaac.usgs.gov/data/get-started-data/collection-overview/missions/harmonized-landsat-sentinel-2-hls-overview/#hls-spectral-bands