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Tools & Libraries

ESA

πŸ“Š xarray πŸ”Œ xarray-eopf 🏷️ xcube πŸ—ΊοΈ gdal

Notebooks demonstrating different software tools and libraries

XarrayΒΆ

Learn how to regridding Sentinel-3 SLSTR data

Learn how to read, process and use Sentinel-3 Land Surface Temperature

Computing wave spectra with 2D FFT & coherence in the EOPF framework

Explore how to open, visualise and plot Sentinel-2 L1C MSI 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.

Streamlining Cloud-Based Processing with EOPF and Xarray

Timeseries of water covered area at Santa Giustina lake, Italy

Delineating agricultural parcels based on a neural network, using Sentinel-2 input data

Explore how to access Data in Zarr format.

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

Learn how to compute surface soil moisture from Sentinel-1 data

Monitor vegetation crop growth using Sentinel-1 GRD data

xarray-eopf pluginΒΆ

Learn how to access Sentinel-3 products in analysis mode

Access and explore analysis-ready and native EOPF Zarr data using xarray

Learn how to access Sentinel-1 products in native mode

Learn how to access Sentinel-2 products in native mode

Learn how to access Sentinel-3 products in native mode

Learn how to access Sentinel-2 products in analysis mode

xcube-eopf pluginΒΆ

Learn how to build analysis-ready data cubes from multiple EOPF Sentinel-3 Zarr samples.

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.

Demonstrate how to map snow coverage using the Sentinel-2 data in EOPF Zarr format

Demonstrate how to perform a basic land cover mapping using random forest and the Sentinel-2 data in EOPF Zarr format

Compare the performance of the Sentinel EOPF zarr format to the SAFE format using the xcube readers.

GDALΒΆ

Comprehensive demonstration of accessing multiple Sentinel-3 product types using GDAL EOPFZARR driver

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)

Ground Control Point (GCP) based geolocation for Sentinel-1 GRD products using the EOPFZARR GDAL driver

Directly access individual bursts from Sentinel-1 SLC products using the BURST open option

STACΒΆ

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.

Learn how to use the EOPF Zarr data through STAC and openEO

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

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).

Learn how to access Sentinel-2 and Sentinel-1 images via the EOPF STAC Catalog using pystac-client