Copernicus Access Platform Intermediate Layers Small Scale Demonstrator

Informations projet

CANDELA

N° de convention de subvention: 776193

DOI

10.3030/776193

Projet clôturé

Date de signature de la CE 27 Mars 2018

Date de début 1 Mai 2018

Date de fin 31 Octobre 2020

Financé au titre de

• INDUSTRIAL LEADERSHIP - Leadership in enabling and industrial technologies – Space

Coût total

€ 1 998 011,25

Contribution de l’UE

€ 1 998 011,25

Coordonné par

ATOS SPAIN SA
Spain

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Livrables

Open Research Data Pilot (3)

Data Management Plan v2

DMP update al month 18.

Data Management Plan v1

The DMP is not a fixed document, but evolves during the lifespan of the project. The first version of the DMP is expected to be delivered within the first 6 months of the project and will be in compliance with the template provided by the Commission . More elaborated versions will delivered at later stages of the project, to fine-tune it to the data generated and the uses identified by the consortium since not all data or potential uses are clear from the start.

Data Management Plan v3

Final update of the DMP at the end of the project.

Other (10)

CANDELA Platform v2

Final version of the CANDELA Platform.

Data Fusion v2

Version 2 with tuning for the use cases defined in WP1.

Semantic Search v1

This deliverable will contain the Semantic search and ontologies tool, v1 without any tuning for the use cases.

Data Mining v2

V2 will contain the improved data mining tool corresponding to the version 2 with tuning for the use cases defined in WP1.

CANDELA Platform v1

First version of the CANDELA Platform.

Deep Learning v2

SW prototype (first issue) for categories classification and visualization and (second issue) for sub-categories classification, with associated CIDL, User Manual, installation and configuration manual, plus a Technical note describing the followed approach and techniques.

Deep Learning v1

SW prototype (first issue) for categories classification and visualization and (second issue) for sub-categories classification, with associated CIDL, User Manual, installation and configuration manual, plus a Technical note describing the followed approach and techniques.

Data Mining v1

This deliverable will contain the data mining tools corresponding to the version 1 without any tuning for the use cases.

Data Fusion v1

This deliverable will contain the data fusion component corresponding to the version 1 without any tuning.

Semantic Search v2

Second version taking into account the use cases defined in WP1.

Documents, reports (18)

Dissemination, communication and networking Plan & Report v2

Month 18 update at the end of the first period.

System Integration and Validation Test Plan v1

This document describes the tests that will have to be run to make sure that the system is properly integrated, including the integration with the toolkit and interfaces developed in WP2.

System architecture design and Operational scenarios document v2

Final version.

Dissemination, communication and networking Plan & Report v3

Month 30 update at the end of the project.

"Use Case #2 Requirements v1"

"This deliverable will gather the requirements (functional and technical) corresponding to the use case #2 (release v1)."

"Use Case #1 Requirements v1"

"This deliverable will gather the requirements (functional and technical) corresponding to the use case #1 (release v1)."

"Use Case #2 Validation Report v2"

"This deliverable will present a synthesis of the outcomes of the second validation phase of use case #2."

DataCube Integration Report v1

Report on the DataCube module adaptation and deployment.

System Integration and Validation Test Plan v2

Final version.

"Use Case #1 Validation Report v2"

"This deliverable will present a synthesis of the outcomes of the second validation phase of use case #1."

"Use Case #2 Requirements v2"

"This deliverable will gather the requirements (functional and technical) corresponding to the use case #2 (release v2)."

Big data shift impact assessment report

This deliverable will present a synthesis of the impact Big Data technologies in a cloud environment for EO data exploitation and combination with non EO.

"Use Case #1 Requirements v2"

"This deliverable will gather the requirements (functional and technical) corresponding to the use case #1 (release v2)."

System architecture design and Operational scenarios document v1

The system architecture deliverable is used to define components and their interaction. It is based on the technical know-how that will form the technical basis in addition to the inputs from WP2 that will guide the functional aspects of the architecture. The operational scenarios part describes how the system’s components interact together, the data flow within the system. It will translate all the requirements and functions formulated by the users into actual dynamic system description.

"Use Case #1 Validation Report v1"

"This deliverable will present a synthesis of the outcomes of the first validation phase of use case #1."

"Use Case #2 Validation Report v1"

"This deliverable will present a synthesis of the outcomes of the first validation phase of use case #2."

DataCube Integration Report v2

Final Report on the DataCube module adaptation and deployment.

Dissemination, communication and networking Plan & Report v1

Comprehensive strategy and plan to facilitate the dissemination and communication activities aiming to raise awareness about CANDELA towards target groups, followed by summary reports on the concrete activities performed during the project, including networking and community building activities. The deliverable includes the various dissemination materials compilation: Flyer, 6-monthly newsletters, fact sheets, rollups.

Websites, patent fillings, videos etc. (1)

Project website

Project website including regular updates as the project develops.

Publications

Peer reviewed articles (2)

Understanding satellite images: a data mining module for Sentinel images

Auteurs: Corneliu Octavian Dumitru, Gottfried Schwarz, Anna Pulak-Siwiec, Bartosz Kulawik, Mohanad Albughdadi, Jose Lorenzo, Mihai Datcu
Publié dans: Big Earth Data, 2020, Page(s) 1-42, ISSN 2096-4471
Éditeur: Big Earth Data Journal
DOI: 10.1080/20964471.2020.1820168

Semantic Integration of Raster Data for Earth Observation: An RDF Dataset of Territorial Unit Versions with their Land Cover

Auteurs: Ba-Huy Tran, Nathalie Aussenac-Gilles, Catherine Comparot, Cassia Trojahn
Publié dans: ISPRS International Journal of Geo-Information, Numéro 9/9, 2020, Page(s) 503, ISSN 2220-9964
Éditeur: International Journal for Geo-Information
DOI: 10.3390/ijgi9090503

Conference proceedings (5)

Data Mining on the Candela Cloud Platform

Auteurs: Wei Yao, Corneliu Octavian Dumitru, Jose Lorenzo, Mihai Datcu
Publié dans: IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium, 2020, Page(s) 6945-6948, ISBN 978-1-7281-6374-1
Éditeur: IEEE/IGARSS
DOI: 10.1109/igarss39084.2020.9323245

Candela: A Cloud Platform for Copernicus Earth Observation Data Analytics

Auteurs: Jean-Franc ois Rolland, Fabien Castel, Anne Haugommard, Michelle Aubrun, Wei Yao, Corneliu, Octavian Dumitru, Mihai Datcu, Michal Bylicki, Ba-Huy Tran, Nathalie Aussenac-Gillles, Catherine Comparot, Cassia Trojahn
Publié dans: IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium, 2020, Page(s) 3104-3107, ISBN 978-1-7281-6374-1
Éditeur: IEEE/IGARSS
DOI: 10.1109/igarss39084.2020.9323966

An Approach for Integrating Earth Observation, Change Detection and Contextual Data for Semantic Search

Auteurs: Ba-Huy Tran, Nathalie Aussenac-Gilles, Catherine Comparot, Cassia Trojahn
Publié dans: IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium, 2020, Page(s) 3115-3118, ISBN 978-1-7281-6374-1
Éditeur: IEEE/IGARSS
DOI: 10.1109/igarss39084.2020.9324064

Une approche sémantique pour représenter l’indice de végétation d’images Sentinel-2 et son évolution

Auteurs: Jordane Dorne, Nathalie Aussenac-Gilles, Catherine Comparot, Romain Hugues, Jean-Guy Planes, Cassia Trojahn
Publié dans: 2018
Éditeur: SAGEO 2018

Data Science Workflows for the CANDELA Project

Auteurs: M. Datcu, C.O. Dumitru, G. Schwarz, F. Castel, J. Lorenzo
Publié dans: 2019
Éditeur: Big Data from Space

Book chapters (1)

Artificial Intelligence Data Science Methodology for Earth Observation

Auteurs: Corneliu Octavian Dumitru, Gottfried Schwarz, Fabien Castel, Jose Lorenzo, Mihai Datcu
Publié dans: Advanced Analytics and Artificial Intelligence Applications, Numéro Open access peer-reviewed Edited Volume Published: November 13th 2019 Copyright year: 2019, 2019, ISBN 978-1-78984-638-6
Éditeur: IntechOpen
DOI: 10.5772/intechopen.86886