Notebooks organized by Earth observation application domains
Land Applications¶
Direct access to analysis-ready data cubes
Explore how to access Data in Zarr format.
Learn how to access Sentinel-2 and Sentinel-1 images via the EOPF STAC Catalog using pystac-client
Demonstrate how to perform a basic land cover mapping using random forest and the Sentinel-2 data in EOPF Zarr format
Explore how to open, visualise and plot Sentinel-2 L1C MSI EOPF Zarr format
Explore how to open, visualise and plot Sentinel-2 L1C MSI EOPF Zarr format
Learn how to use the EOPF Zarr data through STAC and openEO
Learn how to use the EOPF Zarr data to analyse snow cover dynamics in the Alps with Sentinel-2 imagery.
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)
Explore how to open, inspect the metadata and process Sentinel-1 Single Look Complex (SLC) 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
Climate Monitoring¶
Direct access to analysis-ready data cubes
Timeseries of water covered area at Santa Giustina lake, Italy
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).
Demonstrate how to map snow coverage using the Sentinel-2 data in EOPF Zarr format
From Multiple EOPF Zarr Tiles to Analysis-Ready Data Cubes (ARDCs)
Learn how to read, process and use Sentinel-3 Land Surface Temperature
Learn how to regridding Sentinel-3 SLSTR data
Marine Applications¶
Computing wave spectra with 2D FFT & coherence in the EOPF framework
Learn how to use the Oil Spill Index (OSI) to detect oil spills using Sentine-2 data.
Explore how to open, visualise and use Sentinel-1 OCN products in EOPF Zarr format
Emergency and Security Applications¶
Streamlining Cloud-Based Processing with EOPF and Xarray
Streamlining Cloud-Based Processing with EOPF and Xarray