Tutorials

Browse our video tutorials for guided, step-by-step instructions on how to access and make the most of the services available on the DestinE Platform.

DestinEStreamer

A practical use case demonstrating how to utilise DestinE data streaming using a Jupyter Notebook.
A demonstration of how to use DestinE Streamer to access and visualise climate and Earth observation data, also showing how to work with the data using Jupyter notebooks in the JupyterHub environment.

DT-HEAT+

This tutorial introduces DT-HEAT+, a digital twin service that provides next-day predictions of heat-related mortality risk in urban areas. Developed by the National Observatory of Athens under the CARMINE project and awarded “Most Promising Proposal” by ESA’s DestinE Innovation Challenge, DT-HEAT+ combines deep learning with high-resolution Earth Observation and urban data. Now integrated into the Destination Earth platform through a partnership with ESA, ECMWF, and EUMETSAT, it supports city authorities, researchers, and emergency planners in assessing and managing heat risk. This video walks you through accessing the platform, interpreting the dashboard, and understanding how the tool supports climate resilience and public health preparedness.

DTE Hydrology Next

Tutorial for the use of the Digital Twin Earth Hydrology Platform 2.0, enjoy! (for any doubt, refer to youtube channel description, indicated as that one to be insert).
Tutorial for the use of Italica tool developed under the Digital Twin Earth Hydrology Next project ‪@EuropeanSpaceAgency‬ ‪@cnrtv2‬ (for any doubt, refer to youtube channel description, indicated as that one to be insert).

EAGLE

Get started with EAGLE, Destination Earth's specialized, no-code service for satellite imagery analysis. This step-by-step video tutorial guides you through the essential workflow for running your first AI-powered analysis.

Learn how to:

  • Navigate the main dashboard and create a new project container;
  • Configure and run a new analysis process;
  • View and interpret the analysis results.

EDEN

Discover how to use the Finder, EDEN’s user-friendly Graphical User Interface for data discovery, access and retrieval.

GeoAI

A step-by-step guide showing how to explore the main features and functionalities of GeoAI.

Global Fish Tracking Service

This tutorial provides comprehensive step-by-step guidance for navigating the Global Fish Tracking Service decision support interface on the DestinE platform. The tutorial begins with accessing the service through a web browser and introduces the initial view displaying available fish species and tagging campaigns, represented both as a species list and geographical layers on an interactive map. Users learn to select specific species for analysis and visualize quarterly fish distribution patterns intersected with DestinE Climate Digital Twin data for ocean temperature and salinity. The tutorial also demonstrates how to inspect individual fish tracks by selecting track identifiers, it shows the temperature and depth measurements of each fish tag, and animates fish movements through time on a map.

HARVIC

HARVIC is a potato crop monitoring platform hosted by DestinE, with insights to growing conditions, yield predictions and crop risk information. This video tutorial is step-by-step guide how to use the service platform within the DestinE environment. We are looking forward to your feedback on our potato crop monitoring platform.

HDA

The Destination Earth Data Lake Harmonised Data Access (HDA) API provides seamless access to “DestinE Data” and “Federated Data” defined as per DestinE Data Portfolio. The API is based on the Spatio Temporal Asset Catalog specification (STAC) allowing users to discover datasets and services. Datasets contain data which can be accessed/ downloaded for further processing. This tutorial shows how to use Harmonised Data Access (HDA) – one of the services of DestinE Data Lake, implemented by EUMETSAT.

TERMS AND CONDITIONS FOR DESTINATION EARTH (DestinE) USERS GRANTED UPGRADED ACCESS

The following Terms and Conditions are released by the European Commission and will be applicable for the initial stage of the operation of DestinE, which is still under development.

These Terms and Conditions constitute the entire agreement between the User and the European Commission regarding the use of the DestinE Services for Users Granted Upgraded Access and DestinE Data.

Please read them before registering for the upgraded access to DestinE.

ARTICLE 1: DEFINITIONS

For the purposes of these Terms and Conditions, the following definitions apply:

Academia and Research: Public academia and research teams from EU Member States or Associated Countries, provided that their domain of activity and intended usage are consistent with the objectives and scope of DestinE. On a case-by-case basis, this category may also include public academia and research teams from third countries, provided that their domain of activity and intended usage are consistent with the objectives and scope of DestinE and are not considered contrary to the Union’s strategic assets, interests, autonomy or security.

Associated Country: non-EU country associated to the Digital Europe Programme.

Destination Earth (DestinE): a flagship initiative of the European Commission to develop a highly accurate digital model of the Earth to model, monitor and simulate natural phenomena, hazards and the related human activities.

DestinE Core Service Platform (DestinE Platform): a user-friendly platform that provides a large number of users with evidence-based policy and decision-making tools, applications and services, based on an open, flexible, scalable and evolvable secure cloud-based architecture.

DestinE Data: Earth-system monitoring and prediction system output as provided by Destination Earth Digital Twins, as well as data that are generated by applications for Destination Earth and made available in the DestinE Data Lake.

DestinE Data Lake: a self-standing DestinE system component, interfacing with the Core Service Platform, Digital Twins and Digital Twin Engine, built from geographically distributed physical elements, that references and provides seamless access via GUIs or APIs to data in accordance with the DestinE Data Portfolio. The Data Lake supports near-data processing to maximize throughput and service scalability.

DestinE Data Portfolio: DestinE Data Portfolio is tailored to user needs and composed of federated data, Digital Twin data and DestinE user generated data with a specified and agreed lifecycle.

(DestinE) Digital Twin(s) (DT(s)): Highly accurate replicas of the Earth-system that simulate the system’s behaviour, allowing to monitor and predict environmental change, test scientific hypotheses and adaptation scenarios. DestinE’s DTs combine several cutting-edge Earth-system models and Earth observations as well as advanced data analytics and integration and interoperability with impact sector applications. They are DestinE system components, interfacing with the Digital Twin Engine, offering a seamless production service of actionable knowledge for users that results from the fusion of observational and simulated data of the physical Earth system and of impact-sector relevant information.

Digital Twin Engine (DTE): Software-defined environment to operate DestinE’s DTs and manage their corresponding control and data flows across distributed HPC and cloud computing resources. It provides a common system approach to a unified orchestration of Earth-system Digital Twins. Moreover, it creates a framework for the fusion of observations with Earth-system simulations and the integration of applications targeting specific impact-sectors via selected use cases. The DTE enables the porting and optimization of codes, developing and managing the digital twin workflows, and provides the data handling and model interaction and interactivity capabilities that run on diverse HPC and cloud infrastructures including the Data Warehouse hosted on the data bridges. The DTE concept focuses on interoperability and interactivity and delivers the expected access agility and performance for the digital twins and associated data access.

DestinE Entrusted Entity: an entity implementing respective entrusted tasks in connection with DestinE in accordance with their respective contribution agreements, such as ECMWF, ESA and EUMETSAT.

DestinE Entrusted Entity’s Contractor(s): a legal entity with which a DestinE Entrusted Entity has a contract for provision of services, supplies or works for the implementation of DestinE in accordance with a respective contribution agreement.

DestinE Services for Users Granted Upgraded Access: all services accessible to Users Granted Upgraded Access through DestinE Platform.

EU Emblem: The official emblem of the European Union. Download the EU Emblem and graphical information

Intellectual Property Rights (IPR): any exclusive or non-exclusive right which exist in any intellectual property, in particular (but not limited to) any copyrights, database rights, patents, trademarks, service marks, design rights, or trade secrets together with any benefits which such Intellectual Property Rights give to the holder, in particular (but not limited to) the right to use, copy, modify, correct, adapt, enhance, improve, update, make new releases or new versions of, make derivative works of, offer, sell, lease, rent, license, distribute in any other way against or without payment, display, broadcast, transmit, or make accessible in networks (e.g. Internet, Intranet) the intellectual property in question in whole or in part and any copies thereof.

Member: An individual user affiliated with an entity that belongs to one of the Users Granted Upgraded Access categories. To validate affiliation, the individual user’s email address is used, which shall be an official email address clearly associated with one of the User Granted Upgraded Access. Personal email addresses, such as Gmail, Outlook, or similar, are not permitted for affiliation validation.

Member States: the States which are members of the European Union.

User Granted Upgraded Access: a registered user whose Upgraded Access to DestinE has been validated by the European Commission. Users Granted Upgraded Access are the following categories: Public authorities, Academia and Research, SMEs and start-ups, Users having been cleared for access to the EU Artificial Intelligence Factories, Third-country public authorities, DestinE Entrusted Entities’ staff and DestinE Entrusted Entities’ Contractors.

Public authorities: selected public authorities of EU Member States and Associated Countries. These include the EU institutions, agencies and bodies, public authorities of EU Member States and Associated Countries that have been granted Upgraded Access to the DestinE Services for Users Granted Upgraded Access and DestinE Data for official duty activities.

SME’s & start-ups: SMEs and start-ups based in EU Member States or Associated Countries, provided that their domain of activity and intended usage are consistent with the objectives and scope of DestinE and provided  that they are under control, directly or indirectly, through ownership interest or via other means, as defined in the Chapter IV of Regulation (EU) No 2024/1624 and relevant Union competition law principles, of legal entities or natural persons established within the Union. On a case-by-case basis, this category may also include SMEs and start-ups based in or controlled by entities from third countries, provided that their domain of activity and intended usage are consistent with the objectives and scope of DestinE and are not considered contrary to the Union’s strategic assets, interests, autonomy or security.

Third country: any country that is not a member of the EU and is not an Associated Country.

Third country public authorities: selected third country public authorities following EU’s international commitments. These include public sector entities authorised under the AI4Good Administrative Agreement, public authorities from countries who have signed a digital alliance or partnership or a similar agreement with the Union, and selected public authorities from the member states of DestinE Entrusted Entities.

Upgraded Access: access to all DestinE’s (advanced) features and services available on the DestinE Platform to test, help improve and develop the system.

User: User Granted Upgraded Access or its Member.

ARTICLE 2: GRANT OF RIGHTS AND LIMITATIONS

2.1. The European Commission grants the User personal access to the DestinE Services for Users Granted Upgraded Access and DestinE Data strictly for official use within the scope of activities of the User, subject to the User’s acceptance of these Terms and Conditions.

2.2. The Users’ access rights are linked to their personal accounts and are non-transferable. They are not subject to a payment.

2.3 The User may only create and distribute services/applications/tools/data from which the original DestinE Data cannot be retrieved or reverse engineered.

2.4. The User shall not use the DestinE Services for Users Granted Upgraded Access and DestinE Data or any associated data, software, documentation, or other information for any purpose that contradicts the purposes outlined in Articles 2.1 and 2.3 without the prior written consent of the European Commission.

2.5. The User shall not reproduce, distribute, license, transfer, assign, sell, disclose to, or otherwise forward the DestinE Data or any associated data, software, documentation, or other information to any third party without the prior written consent of the European Commission.

ARTICLE 3: OWNERSHIP, INTELLECTUAL PROPERTY RIGHTS, AND ATTRIBUTION REQUIREMENTS

3.1. The DestinE Data remain the exclusive property of the European Union. The User’s rights to use the DestinE Data are specified in these Terms and Conditions, and the European Union retains all rights not expressly granted to the User in this document. The User may be required to clear additional rights if a specific content depicts identifiable private individuals or includes third-party works. To use or reproduce content that is not owned by the European Union, you may need to seek permission directly from the rightsholders.

3.2. The User acknowledges that all Intellectual Property Rights to the DestinE Data belong to the European Union.

3.3. Subject to Articles 3.1 and 3.2, the Intellectual Property Rights related to services/applications/tools/data created by the User using the DestinE Services for Users Granted Upgraded Access and DestinE Data are owned by the User.

3.4.   A User creating services/applications/tools/data using the DestinE Services for Users Granted Upgraded Access and DestinE Data shall mention that they rely on these elements and refer to the European Commission in their distribution, as well as indicate if changes were made to DestinE Data. For avoidance of doubt, ‘changes’ will include but will not be limited to aggregation, transformation, interpolation or integration with other data sources, which results in services/applications/tools/data that are distinct from the DestinE Services for Users Granted Upgraded Access, and DestinE Data and must be clearly identified as such. The User shall not describe, present, or otherwise represent any services/applications/tools/data derived from or based on the DestinE Services for Users Granted Upgraded Access and DestinE Data as original DestinE Services for Users Granted Upgraded Access and DestinE Data. The attribution must be displayed prominently and provided alongside, within, or co-located with the services/applications/tools/data in the form of the following wording: “This service/application/tool/data is created [based on data of the European Union] and/or [using Destination Earth Platform] (but has been modified by [User’s name]).”  The User may be required to include additional attributions if a specific content depicts such a requirement.

3.5. The User accepts all responsibility and liability for the services/applications/tools/data created by the User using the DestinE Services for Users Granted Upgraded Access and DestinE Data.

ARTICLE 4: NON-LIABILITY

4.1. The European Commission shall accept no responsibility or liability regarding any services, data and information on the DestinE Platform.

4.2. DestinE Data are provided without any express or implied warranty from the European Commission as regards their quality, accuracy, completeness, availability, reliability, speed and suitability for any purpose. The European Commission may make changes to their content at any time and will notify the users of these changes on best effort basis.

4.3. By using the DestinE Platform, Services for Users Granted Upgraded Access and DestinE Data, the User renounces any claim for damages against the European Union. The scope of this waiver encompasses any dispute, including contracts and torts claims, that might be filed in court, in arbitration or in any other form of dispute settlement.

ARTICLE 5: EXTERNAL WEBSITE DISCLAIMER AND DATA PROTECTION

5.1. The DestinE Platform website is an external website, which is not owned by the European Commission, and for which the European Commission assumes no responsibility.

5.2. When Users choose to use the above-mentioned external website, they are subject to the cookie, privacy, and legal policies of that external website. The European Commission can instruct the external website to display or include a link to the European Commission’s privacy notice, which shall be identified as such.

5.3. Compliance with applicable data protection and accessibility requirements of external websites is the explicit responsibility of the external website.

ARTICLE 6: USE OF THE EU EMBLEM BY THIRD PARTIES

6.1. The principles of use of the EU emblem by third parties have been set out in an administrative agreement with the Council of Europe. This agreement has been published in the Official Journal of the European Union on 08/09/2012 (2012/C 271/04). According to this agreement, any natural or legal person (“third-party user”) may use the EU emblem or any of its elements, as long as this use:

  1. does not create the impression or assumption that there is a connection between the third-party user and any of the institutions, bodies, offices, agencies and organs of the European Union or the Council of Europe where this connection does not exist;
  2. does not lead the public to believe that the user benefits from the support, sponsorship, approval, or consent of any of the institutions, bodies, offices, agencies and organs of the European Union or the Council of Europe where this is not the case;
  3. is not made in connection with any objective or activity which is incompatible with the aims and principles of the European Union or the Council of Europe or is otherwise unlawful.

6.2. If the use of the EU emblem complies with the above conditions, there is no need to ask for written permission.

6.3. Registration of the EU emblem, or a heraldic imitation thereof, as a trademark or as any other IP right is not allowed.

ARTICLE 7: CHANGES TO TERMS AND CONDITIONS

7.1. The European Commission reserves the right to modify or update these Terms and Conditions at any time without prior notice. The User’s continued use of the DestinE Services for Users Granted Upgraded Access and DestinE Data shall be deemed acceptance of the modified or updated Terms and Conditions.

ARTICLE 8: DURATION AND TERMINATION

8.1. Upgraded access is granted on a perpetual basis, unless the European Commission decides to terminate DestinE, or to terminate this agreement after a six-months prior notice of termination. The User may withdraw from the Upgraded Access at any time without cause.

8.2. Upgraded access shall automatically terminate with an immediate effect if the User is in breach of these Terms and Conditions.

8.3. The European Commission reserves the right to review any Upgraded Access rights previously granted to Users, and to remove such rights if the conditions for Upgraded Access are no longer met.

ARTICLE 9: APPLICABLE LAW AND LEGAL VENUE

9.1. These Terms and Conditions shall be governed by the law of the European Union complemented, where necessary, by the substantive law of Belgium.

9.2. Any dispute arising out of or in connection with these Terms and Conditions shall be settled by mutual agreement between the User and the European Commission. Such effort shall be deemed to have failed when one side notifies the other in writing. In that case, either side may initiate proceedings before the General Court of the European Union in Luxembourg.

ARTICLE 10: ACKNOWLEDGMENT

By accepting these Terms and Conditions, the Users acknowledge that they have read, understood, and agreed to be bound by these Terms and Conditions.