Notebooks ECMWF
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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.
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.
HDAECMWFAuthenticationDigital Twin
View NotebookHDA 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.
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.
HDAECMWFEarthkitDigital Twin
View NotebookClimate 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.
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.
HDAECMWFAuthenticationDigital Twin
View NotebookHDA Extreme DT Parameter Plotter - Tutorial
This notebook shows how to select, request, and download Climate Digital Twin Extremes data from the DestinE Data Lake (DEDL HDA), including user-defined parameter, scenario, date, and level selection, followed by secure authentication, API querying, and visualization using EarthKit.
This notebook shows how to select, request, and download Climate Digital Twin Extremes data from the DestinE Data Lake (DEDL HDA), including user-defined parameter, scenario, date, and level selection, followed by secure authentication, API querying, and visualization using EarthKit.
ECMWFEarthkitDigital Twin
View NotebookClimate Change Adaptation
This notebook authenticates with the DestinE API, queries ECMWF Climate Digital Twin adaptation data based on ScenarioMIP parameters, downloads the selected forecast data using a robust retry mechanism, and visualizes it using EarthKit.
This notebook authenticates with the DestinE API, queries ECMWF Climate Digital Twin adaptation data based on ScenarioMIP parameters, downloads the selected forecast data using a robust retry mechanism, and visualizes it using EarthKit.
ECMWFAuthenticationDigital Twin
View NotebookWeather-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.
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.
ECMWFEarthkitDigital Twin
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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.
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.
HDASTACECMWF
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