Artificial Neural Networks for the Prediction of Contrails and Aviation Induced Cloudiness

Projektinformationen

E-CONTRAIL

ID Finanzhilfevereinbarung: 101114795

DOI

10.3030/101114795

Projekt abgeschlossen

EK-Unterschriftsdatum 5 Juni 2023

Startdatum 1 Juni 2023

Enddatum 30 November 2025

Finanziert unter

• Climate, Energy and Mobility

Gesamtkosten

€ 997 500,00

EU-Beitrag

€ 997 500,00

Koordiniert durch

UNIVERSIDAD CARLOS III DE MADRID
Spain

CORDIS bietet Links zu öffentlichen Ergebnissen und Veröffentlichungen von HORIZONT-Projekten.

Links zu Ergebnissen und Veröffentlichungen von RP7-Projekten sowie Links zu einigen Typen spezifischer Ergebnisse wie Datensätzen und Software werden dynamisch von OpenAIRE abgerufen.

Leistungen

Documents, reports (19)

Contrail tracking and aviation-induced cloudiness algorithm (M10).

D1.2Control tracking and aviation-induced cloudiness algorithm

Report on all WP2 activities, including transition to MTG and EarthCARE evaluation

D2.4 Report on all WP2 activities, including transition to MTG and EarthCARE evaluation

Deep-learning-based temporal predictions. Technical report/article showing the performance of the models for temporal predictions

D3.2Deep-learning-based temporal predictions. Technical report/article showing the performance of the models for temporal predictions

Project Management Plan (Intermediate Version))

D5.1 - Project Management Plan (Intermediate Version)

Concept outline (final)

D5.2Concept outline (final)

Exploratory research plan (ERP)

D5.3Exploratory research plan (ERP)

Dissemination Exploitation and Communications Plan (Intermediate)

D6.1Dissemination Exploitation and Communications Plan (Intermediate)

Exploratory research report (ERR) - Final

D5.5Exploratory research report (ERR) - Final

Project management plan

D5.1Project management plan

Deep-learning-based spatial predictions. Technical report/article showing the performance of the models for spatial predictions.

D3.3Deep-learning-based spatial predictions. Technical report/article showing the performance of the models for spatial predictions.

Report on the cirrus cloud properties retrieval with MSG.

D2.1Report on the cirrus cloud properties retrieval with MSG.

Dissemination Exploitation and Communications Plan

D6.1Dissemination Exploitation and Communications Plan

Exploratory research report (ERR)

D5.5Exploratory research report

Final project report

D5.4Final project report

Definition of E-CONTRAIL Aviation Contrails Detection Products and Archive.

D4.1Definition of E-CONTRAIL Aviation Contrails Detection Products and Archive.

Concept outline

D5.2Concept outline

Dissemination Exploitation and Communications Plan (Final)

D6.1Dissemination Exploitation and Communications Plan (Final)

Relevant data for deep-learning models. Report summarizing the relevant data sources and their usage in the various models.

D3.1Relevant data for deep-learning models. Report summarizing the relevant data sources and their usage in the various models.

Project Management Plan (Final)

D5-1 - Project Management Plan (Final)

Other (3)

Solution Slides (Intermediate))

Solution Slides (Intermediate)Solution SlidesE-CONTRAIL solution is directly linked to WP4 with inputs or enablers coming from WP1, WP2, WP3. We will include all this information in the delivered document

Solution Slides

Solution SlidesE-CONTRAIL solution is directly linked to WP4 with inputs or enablers coming from WP1, WP2, WP3. We will include all this information in the delivered document

Solution Slides (Final)

Solution Slides (Final)E-CONTRAIL solution is directly linked to WP4 with inputs or enablers coming from WP1, WP2, WP3. We will include all this information in the delivered document.

Data Management Plan (3)

Data Management Plan (final)

D6.2Data Management Plan (final)

Data Management Plan (intermediate)

D6.2Data Management Plan (intermediate)

Data Management Plan

D6.2Data Management Plan (with periodic updates)

Demonstrators, pilots, prototypes (1)

Presentation of E-CONTRAIL Dashboard Visualization Tool.

D4.2Presentation of E-CONTRAIL Dashboard Visualization Tool.

Data sets, microdata, etc (3)

Scientific Look Up Tables of the cirrus cloud radiative forcing (NetCDF formats), +README.

D2.2Scientific Look Up Tables of the cirrus cloud radiative forcing (NetCDF formats), +README.

Cirrus cloud radiative forcing data record (2018-2022, NetCDF format), +README.

D2.3Cirrus cloud radiative forcing data record (2018-2022, NetCDF format), +README.

Data acquisition

Veröffentlichungen

Conference proceedings (1)

dvancing Contrail Detection Methods over European Skies

Autoren: Ortiz, I., Soler, M., García-Heras, J., Brenot, H., Clerbaux, N., and de Buyl, P.
Veröffentlicht in: EGU General Assembly 2024, Vienna, Austria, 2024
Herausgeber: Euroopean Geophysics Union
DOI: 10.5194/EGUSPHERE-EGU24-21987