🌱 land 🌡️ climate-change 🌊 marine 🔒 security
Notebooks organized by Earth observation application domains
Land Applications¶
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.
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
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
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.
Demonstrate how to perform a basic land cover mapping using random forest and the Sentinel-2 data in EOPF Zarr format
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)
Delineating agricultural parcels based on a neural network, using Sentinel-2 input data
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
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
Learn how to compute surface soil moisture from Sentinel-1 data
Monitor vegetation crop growth using Sentinel-1 GRD data
Climate Monitoring¶
Learn how to regridding Sentinel-3 SLSTR data
Comprehensive demonstration of accessing multiple Sentinel-3 product types using GDAL EOPFZARR driver
Learn how to read, process and use Sentinel-3 Land Surface Temperature
Demonstrate how to map snow coverage using the Sentinel-2 data in EOPF Zarr format
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).
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