Example notebooks

Three stories told with real EGMS data, from download to figure. Each one downloads only what it needs (less than 350 MB), once: run it again and nothing is downloaded.

Notebook	What it shows	Data	Download
01_campi_flegrei.ipynb	The caldera west of Naples rising by up to 16 cm a year, and +79 cm in five years near Pozzuoli	L3 map + one tile's time series (GeoParquet)	~290 MB
02_landslide_ancona.ipynb	Measurement points around the Posatora landslide in Ancona, moving points against still ones	L2B, one ascending and one descending burst	~170 MB
03_sinking_bologna.ipynb	Subsidence below Bologna and the plain: how much of the area sinks, and how fast	L3 map	~270 MB

Run them

pip install "egms-client[raster,tables,xarray]" matplotlib jupyter
export EGMS_SERVICE_KEY_FILE=~/clms-service-key.json   # see the main README
export EGMS_DATA_DIR=~/egms-data                       # where downloads are kept (optional)
jupyter lab

The notebooks are stored without outputs. Each one saves its figure in docs/images/.

Data: EGMS, © European Union, Copernicus Land Monitoring Service.