Objective
Climate change has reached a critical juncture, with 2024 the first year where global average temperatures exceeded 1.5°C above pre-industrial levels. Aviation, responsible for 2–3% of global CO2 emissions, contributes even more through non-CO2 effects—especially contrails and aviation-induced cloudiness—which account for about 2/3 of its radiative forcing. Yet large uncertainties remain due to model spread, regional variability, and incomplete observations. E-CONTRAIL 2 addresses this challenge by delivering an open, end-to-end capability for detecting, tracking, and quantifying the climate impact of contrails and aviation-induced cloudiness in Europe. The project pursues four objectives: O-1 creates labelled multi-sensor contrail datasets in Europe, openly shared via the ContrailNet portal. O-2 develops a physics-informed, data-driven framework embedding atmospheric dynamics into neural networks for robust contrail detection and tracking in multispectral imagery. O-3 quantifies contrail and cirrus RF by combining multi-platform observations with radiative transfer modelling. O-4 extends the E-CONTRAIL dashboard, incorporating 3D visualisation, animations, and contrail outbreak prediction for user-ready decision support. Methodologically, datasets from GEO/LEO satellites, LIDAR/RADAR, and ground cameras feed physics-informed AI models that link weather forecasts and traffic demand to RF estimates. E-CONTRAIL 2 directly meets the expected outcomes of the call: Outcome 1, by providing accurate, evidence-based data on contrail climate impacts; and Outcome 2, by aligning with the Aviation Non-CO2 Expert Network (ANCEN) and contributing to a coordinated European approach that informs international policy. By sharply reducing uncertainties and delivering AI- and data-driven quantitative assessments, E-CONTRAIL 2 will empower policymakers, regulators, and industry stakeholders with reliable evidence to support effective climate mitigation strategies.
Fields of science (EuroSciVoc)
CORDIS classifies projects with EuroSciVoc, a multilingual taxonomy of fields of science, through a semi-automatic process based on NLP techniques. See: The European Science Vocabulary.
CORDIS classifies projects with EuroSciVoc, a multilingual taxonomy of fields of science, through a semi-automatic process based on NLP techniques. See: The European Science Vocabulary.
- natural sciences earth and related environmental sciences atmospheric sciences meteorology
- engineering and technology electrical engineering, electronic engineering, information engineering electronic engineering sensors optical sensors
- engineering and technology mechanical engineering vehicle engineering aerospace engineering satellite technology
- natural sciences earth and related environmental sciences atmospheric sciences climatology climatic changes
- natural sciences computer and information sciences artificial intelligence computational intelligence
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Keywords
Project’s keywords as indicated by the project coordinator. Not to be confused with the EuroSciVoc taxonomy (Fields of science)
Project’s keywords as indicated by the project coordinator. Not to be confused with the EuroSciVoc taxonomy (Fields of science)
Programme(s)
Multi-annual funding programmes that define the EU’s priorities for research and innovation.
Multi-annual funding programmes that define the EU’s priorities for research and innovation.
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HORIZON.2.5 - Climate, Energy and Mobility
MAIN PROGRAMME
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Topic(s)
Calls for proposals are divided into topics. A topic defines a specific subject or area for which applicants can submit proposals. The description of a topic comprises its specific scope and the expected impact of the funded project.
Calls for proposals are divided into topics. A topic defines a specific subject or area for which applicants can submit proposals. The description of a topic comprises its specific scope and the expected impact of the funded project.
Funding Scheme
Funding scheme (or “Type of Action”) inside a programme with common features. It specifies: the scope of what is funded; the reimbursement rate; specific evaluation criteria to qualify for funding; and the use of simplified forms of costs like lump sums.
Funding scheme (or “Type of Action”) inside a programme with common features. It specifies: the scope of what is funded; the reimbursement rate; specific evaluation criteria to qualify for funding; and the use of simplified forms of costs like lump sums.
HORIZON-JU-RIA - HORIZON JU Research and Innovation Actions
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Call for proposal
Procedure for inviting applicants to submit project proposals, with the aim of receiving EU funding.
Procedure for inviting applicants to submit project proposals, with the aim of receiving EU funding.
(opens in new window) HORIZON-SESAR-2025-DES-ER-03
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Net EU financial contribution. The sum of money that the participant receives, deducted by the EU contribution to its linked third party. It considers the distribution of the EU financial contribution between direct beneficiaries of the project and other types of participants, like third-party participants.
28903 Getafe (Madrid)
Spain
The total costs incurred by this organisation to participate in the project, including direct and indirect costs. This amount is a subset of the overall project budget.