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Big-data Earth observation Technology and Tools Enhancing Research and development

Deliverables

Challenges Guidelines Document

This document defines the general guidelines for the challenge definition and management.

DWH request for 2019

Request of data coming from the Copernicus Contributing Missions ADDITIONAL datasets for the year 2019

Third Challenge Definition Document

This document defines the scope and objectives, methodologies and expected outputs of the thematic challenges included in each annual project cycle. This document will be the basis for the Challenge Break Down Workshop where the technical requirements for the respective Data Pipelines will be extracted.

Second Hackathon Report

A report of the second hackathon, which showcases the results of the second round of pipeline developments and precedes the last round of Big Data Challenges, will again be publicly communicated.

Second Operations report

This documents lists and analyses the Platform operations and maintenance issues, based on user support activities feedback, grouped and assessed by criticality until M12, M22 and M34. Identifies the related corrective actions performed on the operational scenarios.

Second Pipeline Execution Report

Provides the necessary Design and User Manual documentation associated with each developed Data Pipeline.

Second Revision of Communication and Dissemination Plan

This yearly deliverable will define and update progress and changes to the communication and dissemination plan, which will include strategies for establishing a stakeholder community and indications of the targeted size and diversity of its participants, plans and avenues for the promotion and reporting of the 3 workshops and 2 hackathons, indication of outreach channels and milestones, and the timelines for the dissemination material and sustainability analysis.

First Pipeline Execution Report

Provides the necessary Design and User Manual documentation associated with each developed Data Pipeline.

DWH use for 2019

Report describing the use of the data from the Copernicus Contributing Missions ADDITIONAL datasets during 2019.

Third Community Engagement Report

Report on the progress and outcomes of all the engagement activities performed in each project year.

Second Challenge Achievement Report

This document reports on the main challenge achievements in each annual project cycle, including a description of impacts in operational, development or research activities of the promoters, a description of the role and added value of data pipelines as well as all user feedback on its robustness and usability.

DWH request for 2018

Request of data coming from the Copernicus Contributing Missions ADDITIONAL datasets for the year 2018

Communication and Dissemination Plan

This yearly deliverable will define and update progress and changes to the communication and dissemination plan, which will include strategies for establishing a stakeholder community and indications of the targeted size and diversity of its participants, plans and avenues for the promotion and reporting of the 3 workshops and 2 hackathons, indication of outreach channels and milestones, and the timelines for the dissemination material and sustainability analysis.

Second Challenge Definition Document

This document defines the scope and objectives, methodologies and expected outputs of the thematic challenges included in each annual project cycle. This document will be the basis for the Challenge Break Down Workshop where the technical requirements for the respective Data Pipelines will be extracted.

First Operations Report

This documents lists and analyses the Platform operations and maintenance issues, based on user support activities feedback, grouped and assessed by criticality until M12, M22 and M34. Identifies the related corrective actions performed on the operational scenarios.

DWH use for 2017

Report describing the use of the data from the Copernicus Contributing Missions ADDITIONAL datasets during 2017.

First Challenge Definition Document

This document defines the scope and objectives, methodologies and expected outputs of the thematic challenges included in each annual project cycle. This document will be the basis for the Challenge Break Down Workshop where the technical requirements for the respective Data Pipelines will be extracted.

First Community Engagement Report

Report on the progress and outcomes of all the engagement activities performed in each project year. This first version will include the identification of all initiatives and institutions the project will can engage, taking into consideration their different categorization defined in the WP tasks.

First Revision of Communication and Dissemination Plan

This yearly deliverable will define and update progress and changes to the communication and dissemination plan, which will include strategies for establishing a stakeholder community and indications of the targeted size and diversity of its participants, plans and avenues for the promotion and reporting of the 3 workshops and 2 hackathons, indication of outreach channels and milestones, and the timelines for the dissemination material and sustainability analysis.

First Challenge Achievement Report

This document reports on the main challenge achievements in each annual project cycle, including a description of impacts in operational, development or research activities of the promoters, a description of the role and added value of data pipelines as well as all user feedback on its robustness and usability.

Second Community Engagement Report

Report on the progress and outcomes of all the engagement activities performed in each project year.

Third Operations report

This documents lists and analyses the Platform operations and maintenance issues, based on user support activities feedback, grouped and assessed by criticality until M12, M22 and M34. Identifies the related corrective actions performed on the operational scenarios.

First Pipeline Requirements Document

This document provides all the documentation on the different user stories and technical requirements defined during the Challenge Break Down Workshops that will drive the development of the Data Pipelines.

DWH use for 2018

Report describing the use of the data from the Copernicus Contributing Missions ADDITIONAL datasets during 2018.

Third Pipeline Requirements Document

This document provides all the documentation on the different user stories and technical requirements defined during the Challenge Break Down Workshops that will drive the development of the Data Pipelines.

First Hackathon Report

The results of the first of the two hackathons, which are targeted at a broader audience, will serve to both showcase the results of the first round of pipeline developments in a hands-on manner (and return valuable feedback) and to identify specific big data challenges to be addressed in the next round. A public report communicating the outcomes is therefore seen as a valuable tool for communicating project progress, especially those of a technical nature for the interest of relevant big data developer communities.

Third Challenge Achievement Report

This document reports on the main challenge achievements in each annual project cycle, including a description of impacts in operational, development or research activities of the promoters, a description of the role and added value of data pipelines as well as all user feedback on its robustness and usability.

Third Pipeline Execution Report

Provides the necessary Design and User Manual documentation associated with each developed Data Pipeline.

Second Pipeline Requirements Document

This document provides all the documentation on the different user stories and technical requirements defined during the Challenge Break Down Workshops that will drive the development of the Data Pipelines.

Data Management Plan

The selected proposals participate by default in the Pilot on Open Research Data in Horizon 2020. The use of a Data Management Plan (DMP) is required for those projects in the form of a deliverable that is due by Month 6 of the Project's implementation. When developing the DMP you need to keep in mind questions such as: - The handling of research data during & after the end of the project - What data will be collected, processed and/or generated - Which methodology & standards will be applied - Whether data will be shared/made open access and - How data will be curated & preserved (including after the end of the project).

Final Revision of the Data Management Plan

The selected proposals participate by default in the Pilot on Open Research Data in Horizon 2020. The use of a Data Management Plan (DMP) is required for those projects in the form of a deliverable that is due by Month 6 of the Project's implementation. This deliverable is included to the nature of the project that is divided in three cycles so that a revision of the data management plan is needed during the 3rd Cycle. When developing the DMP you need to keep in mind questions such as: - The handling of research data during & after the end of the project - What data will be collected, processed and/or generated - Which methodology & standards will be applied - Whether data will be shared/made open access and - How data will be curated & preserved (including after the end of the project).

Dissemination Package

Package containing project branding, templates for brochures, presentations, posters and other dissemination material, project website and presence in other social media channels.

Publications

Uniform Access to Multiform Data Lakes using Semantic Technologies

Author(s): Mohamed Nadjib Mami, Damien Graux, Simon Scerri, Hajira Jabeen, Sören Auer, Jens Lehmann
Published in: Proceedings of the 21st International Conference on Information Integration and Web-based Applications & Services, 2019, Page(s) 313-322, ISBN 9781450371797
Publisher: ACM
DOI: 10.1145/3366030.3366054

Querying Data Lakes using Spark and Presto

Author(s): Mohamed Nadjib Mami, Damien Graux, Simon Scerri, Hajira Jabeen, Sören Auer
Published in: The World Wide Web Conference, 2019, Page(s) 3574-3578, ISBN 9781450366748
Publisher: ACM
DOI: 10.1145/3308558.3314132

Ellip: a collaborative workplace for EO Open Science

Author(s): Brito, F; Caumont, H; Dr Rossi, C;
Published in: Digital Infrastructures for Research 2018, 2018
Publisher: Digital Infrastructures for Research 2018

Proceedings of 2019 Big Data from Space (BiDS'19)

Author(s): Corporate author(s): Esa European Space Agency , Joint Research Centre (European Commission) , SatCen Personal author(s): Albani, S; Loekken, S; Soille, P.
Published in: 2019, Page(s) 233, ISBN 978-92-76-00034-1
Publisher: Publications Office Of the European Union
DOI: 10.2760/848593

Facing the Geospatial Intelligence Challenges in the Big EO Data Scenario

Author(s): Albani, S; Lazzarini, M; Luna, A; Popescu, Anca; Saameño, P.
Published in: 2019
Publisher: Big Data from Space Conference

Advanced Fully Convolutional Networks for Agricultural Field Boundary Detection

Author(s): Alireza Taravat, Matthias P. Wagner, Rogerio Bonifacio, David Petit
Published in: Remote Sensing, Issue 13/4, 2021, Page(s) 722, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs13040722

Mapping Landslides on EO Data: Performance of Deep Learning Models vs. Traditional Machine Learning Models

Author(s): Nikhil Prakash, Andrea Manconi, Simon Loew
Published in: Remote Sensing, Issue 12/3, 2020, Page(s) 346, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs12030346

Squerall: Virtual Ontology-Based Access to Heterogeneous and Large Data Sources

Author(s): Mohamed Nadjib Mami, Damien Graux, Simon Scerri, Hajira Jabeen, Sören Auer, Jens Lehmann
Published in: The Semantic Web – ISWC 2019 - 18th International Semantic Web Conference, Auckland, New Zealand, October 26–30, 2019, Proceedings, Part II, Issue 11779, 2019, Page(s) 229-245, ISBN 978-3-030-30795-0
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-30796-7_15

Conference on Big Data from SpaceTHE BETTER PROJECT – PROVIDING EO BIG DATA PIPELINES TO SUPPORT KEY SOCIETAL CHALLENGES

Author(s): Grosso, N., Mathot, E., Caumont, H., Scerri, S., Albani, S., Bonifacio, R., Petit, D., Manconi, A. and Catarino
Published in: 2017
Publisher: Conference on Big Data from Space

Generating InSAR products with COSMO-SkyMed and TerraSAR-X imagery in the Geohazards Exploitation Platform (GEP) to support the CEOS Recovery Observatory in Haiti.

Author(s): Cigna F., Tapete D., Danzeglocke J., Bally Ph., Cuccu R., Papadopoulou T.,Caumont H., Collet A., de Boissezon H., Eddy A., Piard B.E
Published in: 2018
Publisher: The Esa earth observation week.

Evaluating Sentinel-1 InSAR services in the Geohazard Exploitation Platform (GEP): a contribution to the CEOS Geohazards Lab initiative

Author(s): Cigna, F.
Published in: 2018
Publisher: The Esa earth observation week

The BETTER Project - Delivering EO Based Data Pipelines to Address Key Societal Challenges

Author(s): Grosso, N., Mathot, E., Caumont, H., Scerri, S., Albani, S., Bonifacio, R., Petit, D., Manconi, A., Catarino N., Pesendorfer V., Lazzarini M., Fonseca V., Lozano D., Almeida N., Prakash N., Popescu N., Nammous M., Goncalves P.
Published in: 2019
Publisher: ESA Living Planet Symposium

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