Notebooks HDA

High rate SEVIRI Level 1.5 Image Data MSG - Data Access
This notebook demonstrates how to access SEVIRI data using HDA and how to read, process and visualize it.View Notebook

AVHRR Level 1B Metop Global - Data Access
This notebook demonstrates how to search and access Metop data using HDA and how to read, process and visualize it using satpy.View Notebook

OLCI Level 1B Reduced Resolution - Sentinel-3
This notebook demonstrates how to search and access Sentinel-3 data using HDA and how to read and visualize it using satpy.View Notebook

Weather-Induced Extremes Digital Twin Series
his notebook authenticates with the DestinE API, queries ECMWF Extremes Digital Twin forecast data for a user-selected date within the last 14 days, downloads it, and visualizes wind gust and sea-level pressure fields using EarthKit.View Notebook

HDA Climate DT Parameter Plotter - Tutorial
This notebook provides an interactive workflow to select, query, download, and visualize Climate Digital Twin parameters from the DestinE Data Lake using the DEDL HDA API.View Notebook

Climate Change Adaptation Digital Twin Series
This notebook authenticates a user with DestinE services, constructs and submits data requests to the DEDL HDA API for Climate Digital Twin projections, polls for availability, downloads GRIB data for multiple years, and visualizes it using EarthKit.View Notebook

ERA5 hourly data on single levels from 1940 to present
This notebook shows how to authenticate with the DestinE API, queries and downloads ERA5 single-level reanalysis data using the DEDL HDA service, and visualizes the result with EarthKit.View Notebook

HDA Tutorial - Queryables
This notebook demonstrates how to use the queryables API to filter C3S and DestinE digital twin collections by leveraging variable terms that dynamically adjust based on user selections.View Notebook

HDA Tutorial - Quick start
This notebook demonstrates how to use the HDA (Harmonized Data Access) API by sending a few HTTP requests to the API, using Python code.View Notebook

HDA Tutorial
This notebook demonstrates the first steps using the Harmonised Data access API.View Notebook

EODAG - A quick start with DEDL
This notebook provides a quickstart guide for using the EODAG Python API and CLI to search, discover, and download DEDL data.View Notebook

EODAG - DestinE Data Lake Provider
This notebook demonstrates how to use the DEDL provider in EODAG.View Notebook