Notebooks showcasing Sentinel mission data processing and analysis
Sentinel-1¶
Learn how to access Sentinel-2 and Sentinel-1 images via the EOPF STAC Catalog using pystac-client
Explore how to open, inspect the metadata and process Sentinel-1 Single Look Complex (SLC) Zarr format
Explore how to open, visualise and use Sentinel-1 OCN products in EOPF Zarr format
Explore how to open, inspect the metadata and visualise Sentinel-1 GRD Zarr format
Monitor vegetation crop growth using Sentinel-1 GRD data
Sentinel-2¶
Direct access to analysis-ready data cubes
Compare the performance of the Sentinel EOPF zarr format to the SAFE format using the xcube readers.
Compare the performance of the Sentinel EOPF zarr format to the SAFE format reading the files directly.
Explore how to access Data in Zarr format.
Demonstrate how to perform a basic land cover mapping using random forest and the Sentinel-2 data in EOPF Zarr format
Demonstrate how to access Sentinel-2 L1C data in EOPF Zarr format
Explore how to open, visualise and plot Sentinel-2 L1C MSI EOPF Zarr format
Computing wave spectra with 2D FFT & coherence in the EOPF framework
Demonstrate how to access Sentinel-2 L2A data in EOPF Zarr format
Explore how to open, visualise and plot Sentinel-2 L1C MSI EOPF Zarr format
Timeseries of water covered area at Santa Giustina lake, Italy
Learn how to use the EOPF Zarr data through STAC and openEO
Streamlining Cloud-Based Processing with EOPF and Xarray
A hands-on tutorial using EOPF STAC Zarr datasets, Dask and Xarray to map and quantify burnt areas for the Peneda-Gerês wildfire event (Portugal, July 2025).
Streamlining Cloud-Based Processing with EOPF and Xarray
Learn how to use the EOPF Zarr data to analyse snow cover dynamics in the Alps with Sentinel-2 imagery.
Demonstrate how to map snow coverage using the Sentinel-2 data in EOPF Zarr format
A step-by-step guide to extracting and analyzing temporal NDVI profiles from potato fields for crop-type studies.
Delineating agricultural parcels based on a neural network, using Sentinel-2 input data
Learn how to extract Metadata from EOPF Zarr, in comparison with SAFE (Standard Archive Format for Europe) using GDAL & Xarray (Sentinel-2 L2A)
Learn how to use the EOPF Zarr data through STAC and openEO
From Multiple EOPF Zarr Tiles to Analysis-Ready Data Cubes (ARDCs)
Sentinel-3¶
Direct access to analysis-ready data cubes
From Multiple EOPF Zarr Tiles to Analysis-Ready Data Cubes (ARDCs)
Demonstrate how to access Sentinel-3 SLSTR L2 LST data in EOPF Zarr format
Learn how to read, process and use Sentinel-3 Land Surface Temperature
Demonstrate how to access Sentinel-3 OLCI L2 LFR data in EOPF Zarr format
Demonstrate how to access Sentinel-3 OLCI L1 EFR data in EOPF Zarr format
Learn how to regridding Sentinel-3 SLSTR data