Notebooks organized by Earth observation application domains
Land Applications¶
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
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 SLC Zarr format
Explore how to open, inspect the metadata and visualise Sentinel-1 GRD Zarr format
Climate Monitoring¶
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