Notebooks Digital Twin

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

Weather-Induced Extremes - Data Access using DEDL HDA
This notebook demonstrates how to access and download sea ice coverage data from the Weather-Induced Extremes Digital Twin using the DestinE Data Lake Harmonised Data Access (DEDL HDA) API, including authentication, filtering, polling, and visualizing the result on a map.View Notebook

Weather-Induced Extremes DT Parameter Plotter Tutorial
This notebook shows how to select, request, and download Digital Twin for Weather-Induced Extremes data from the DestinE Data Lake (DEDL HDA), including user-defined parameter, date, and level selection, followed by secure authentication, API querying, and visualization using EarthKit.View Notebook

Climate DT Parameter - Data Access using DEDL HDA
This notebook authenticates with the DestinE API, queries ECMWF Climate Digital Twin adaptation data, downloads the selected data using a retry mechanism, and visualizes it using EarthKit.View Notebook

HDA Extract Location Values - Tutorial
This notebook demonstrates how to extract time series data for specific locations from the Destination Earth Climate Digital Twin (DT) using HDA.View Notebook

ClimateDT-ROISelectionandDataAnalysis
This notebook shows how to request, access and work with Climate DT data selecting a region of interest via HDAView 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

Weather-Induced Extremes DT Parameter - Time Series Plot - Data Access using DEDL HDA
This notebook authenticates with the DestinE API, queries ECMWF Extremes Digital Twin forecast data for a date within the last 14 days, downloads it, and visualizes wind gust and sea-level pressure fields using EarthKit.View Notebook

Aviso notification for DT data availability
This notebook shows how to check the data availablility for the Weather-Induced Extremes Digital Twin (Extremes DT) using the ECMWF Aviso package.View Notebook

Climate DT Parameter - Time Series Plot - Data Access via DEDL HDA
This notebook authenticates users with DestinE services, submits data requests through the DEDL HDA API for Climate Digital Twin projections, monitors the request status, downloads the requested multi-year GRIB datasets, and visualizes the results using EarthKit.View Notebook