🛰️ sentinel-1 🛰️ sentinel-2 🛰️ sentinel-3
Notebooks showcasing Sentinel mission data processing and analysis
Sentinel-1¶
Learn how to access Sentinel-1 products in native mode
Learn how to access Sentinel-2 and Sentinel-1 images via the EOPF STAC Catalog using pystac-client
Ground Control Point (GCP) based geolocation for Sentinel-1 GRD products using the EOPFZARR GDAL driver
Explore how to open, inspect the metadata and visualise Sentinel-1 GRD Zarr format
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
Directly access individual bursts from Sentinel-1 SLC products using the BURST open option
Learn how to compute surface soil moisture from Sentinel-1 data
Monitor vegetation crop growth using Sentinel-1 GRD data
Sentinel-2¶
Learn how to build analysis-ready data cubes from multiple EOPF Zarr samples.
Learn how to build analysis-ready data cubes from multiple EOPF Sentinel-2 Zarr samples.
Access and explore analysis-ready and native EOPF Zarr data using xarray
Learn how to access Sentinel-2 products in native mode
Learn how to access Sentinel-2 products in analysis mode
Computing wave spectra with 2D FFT & coherence in the EOPF framework
Learn how to use the EOPF Zarr data through STAC and openEO
Explore how to open, visualise and plot Sentinel-2 L1C MSI EOPF Zarr format
Demonstrate how to access Sentinel-2 L2A data in EOPF Zarr format
Demonstrate how to map snow coverage using the Sentinel-2 data in EOPF Zarr format
Demonstrate how to access Sentinel-2 L1C data in EOPF Zarr format
Streamlining Cloud-Based Processing with EOPF and Xarray
A step-by-step guide to extracting and analyzing temporal NDVI profiles from potato fields for crop-type studies.
Learn how to use the EOPF Zarr data to analyse snow cover dynamics in the Alps with Sentinel-2 imagery.
Streamlining Cloud-Based Processing with EOPF and Xarray
Demonstrate how to perform a basic land cover mapping using random forest and the Sentinel-2 data in 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
Explore how to open, visualise and plot Sentinel-2 L1C MSI EOPF Zarr format
Learn how to extract Metadata from EOPF Zarr, in comparison with SAFE (Standard Archive Format for Europe) using GDAL & Xarray (Sentinel-2 L2A)
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).
Delineating agricultural parcels based on a neural network, using Sentinel-2 input data
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.
Sentinel-3¶
Learn how to build analysis-ready data cubes from multiple EOPF Sentinel-3 Zarr samples.
Demonstrate how to access Sentinel-3 OLCI L1 EFR data in EOPF Zarr format
Learn how to regridding Sentinel-3 SLSTR data
Demonstrate how to access Sentinel-3 SLSTR L2 LST data in EOPF Zarr format
Comprehensive demonstration of accessing multiple Sentinel-3 product types using GDAL EOPFZARR driver
Demonstrate how to access Sentinel-3 OLCI L2 LFR data in EOPF Zarr format
Learn how to read, process and use Sentinel-3 Land Surface Temperature
Learn how to access Sentinel-3 products in analysis mode
Learn how to access Sentinel-3 products in native mode