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Notebook Gallery

ESA

Direct access to analysis-ready data cubes

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.

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

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

Learn how to use the Oil Spill Index (OSI) to detect oil spills using Sentine-2 data.

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-GerΓͺs 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)

From Multiple EOPF Zarr Tiles to Analysis-Ready Data Cubes (ARDCs)

Explore how to connect to the dask gateway, spin up and scale a cluster and submit a simple workload.

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

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