Leistungen
Evaluates the quality of the final products of the Polar use case
Platform software architecture - version IIThis is the final deliverable for ExtremeEarth software architecture It provides the global platform design services APIs and defines the resources provisioning plan addressing thepartner needs together with the related operational scenarios Together with D12 it will include new versions ofthe Hops Data platform with support for the features defined in Task 11 including erasurecoded replication supportfor lowerresolution satellite image files in the metadata layer
Quality assurance and risk managementThis deliverable presents the quality assurance and risk management plan.
User requirement analysis for the Polar use caseDelivers a report detailing the specifications of the ice mapping service and the data to be used.
Hops data platform integration guide for applications - version IProvides design, integration and validation guidelines for developers and data scientists using the Hops data platform. Describes how to integrate applications and deep learning workflows in the Hops data platform. This deliverable will also include the new frameworks to support end-to-end deep learning workflows in Hops, with data preparation, experimentation, training, validation, and serving.
Report on dissemination and communication activities - version IThis deliverable presents the first report on dissemination and communication activities.
User requirement analysis for the Food Security use caseDelivers a report detailing the specifications of the Food Security service and the data to be used.
Dissemination material and infrastructurePresents the dissemination material and prepares the relevant infrastructure.
Semantic catalogue design and implementation - version IDesigns and implements the semantic catalogue of the platform.
ExtremeEarth exploitation plan - version IIThis deliverable presents the final version of the ExtremeEarth exploitation plan
Plan for dissemination and communication activitiesThis deliverable presents the plan for dissemination and communication activities
Hops data platform integration guide for applications - version IIThis is the final deliverable for the Hops data platform. It provides design, integration and validation guidelines for developers and data scientists using the Hops data platform. Describes how to integrate applications and deep learning workflows in the Hops data platform. This deliverable will also include the new frameworks to support end-to-end deep learning workflows in Hops, with data preparation, experimentation, training, validation, and serving.
Platform software architecture - version IProvides the global platform design (services, APIs), and defines the resources provisioning plan addressing the partner needs, together with the related operational scenarios. Together wtih D1.6, this deliverable will include new versions of the Hops Data platform with support for the features defined in Task 1.1, including erasure-coded replication, support for lower-resolution satellite image files in the metadata layer.
Report on dissemination and communication activities - version IIThis deliverable presents the final report on dissemination and communication activities
Evaluation report on Food Security use case output productsEvaluates the quality of the final products for the Food Security use case
This deliverable presents the first version of the research data management plan.
This deliverable will deliver the large training database to be used to train the deep architectures for both use cases.
Evaluation framework for linked geospatial data systemsDelivers the new version of Geographica integrated in the frameworks HOBBIT and KOBE
Software for federating big linked geospatial data sources - version IIDelivers the final version of the federation engine SemaGrow and its evaluation
Implementation and evaluation of the Polar use case - version IDelivers the first version of the Polar use case running on the Polar TEP and DIAS.
Hops data platform support for EO data - version IIThis is the final deliverable which implements the platform functionality required for the integration of WP2 and WP3 components and the development of the use cases This deliverable takes into account developer and user feedback for v1
Software for querying and extreme analytics for big linked geospatial data - version IIDelivers the final version of the distributed implementation of Strabon and its evaluation
Software for interlinking geospatial RDF data sources - version IIDelivers the final version of JedAI and its evaluation on big geospatial RDF sources
Hops data platform support for EO data - version IImplements the platform functionality required for the integration of WP2 and WP3 components and the development of the use cases.
Semantic catalogue design and implementation - version IIThis deliverable completes the implementation of the semantic catalogue of the platform
Software for querying and extreme analytics for big linked geospatial data - version IDelivers the first version of the distributed implementation of Strabon and its evaluation.
Transforming big geospatial data into RDF and evaluationDelivers the new version of GeoTriples implemented on top of Hops and its evaluation.
Software for interlinking geospatial RDF data sources - version IDelivers the new version of JedAI and its evaluation on big geospatial RDF sources.
Software for federating big linked geospatial data sources - version IDelivers the new version of the federation engine SemaGrow and its evaluation.
Veröffentlichungen
Autoren:
Salman Khaleghian, Habib Ullah, Thomas Kræmer, Torbjørn Eltoft and Andrea Marinoni
Veröffentlicht in:
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021, ISSN 2151-1535
Herausgeber:
IEEE
DOI:
10.1109/jstars.2021.3119485
Autoren:
C. Karmakar, C. O. Dumitru, G. Schwarz and M. Datcu
Veröffentlicht in:
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020, ISSN 2151-1535
Herausgeber:
IEEE
DOI:
10.1109/jstars.2020.3039012
Autoren:
Desta Haileselassie Hagos, Theofilos Kakantousis, Vladimir Vlassov, Sina Sheikholeslami, Tianze Wang, Jim Dowling, Claudia Paris, Daniele Marinelli, Giulio Weikmann, Lorenzo Bruzzone, Salman Khaleghian, Thomas Kræmer, Torbjørn Eltoft, Andrea Marinoni, Despina-Athanasia Pantazi, George Stamoulis, Dimitris Bilidas, George Papadakis, George Mandilaras, Manolis Koubarakis, Antonis Troumpoukis, Stasi
Veröffentlicht in:
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021, ISSN 2151-1535
Herausgeber:
ΙΕΕΕ
DOI:
10.1109/jstars.2021.3107982
Autoren:
C. O. Dumitru, V. Andrei, G. Schwarz, M. Datcu
Veröffentlicht in:
ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Ausgabe XLII-2/W16, 2019, Seite(n) 83-89, ISSN 2194-9034
Herausgeber:
Copernicus Publications
DOI:
10.5194/isprs-archives-XLII-2-W16-83-2019
Autoren:
George Papadakis, Leonidas Tsekouras, Emmanouil Thanos, George Giannakopoulos, Themis Palpanas, Manolis Koubarakis
Veröffentlicht in:
ACM SIGMOD Record, Ausgabe 48/4, 2020, Seite(n) 30-36, ISSN 0163-5808
Herausgeber:
Association for Computing Machinary, Inc.
DOI:
10.1145/3385658.3385664
Autoren:
George Papadakis; George Mandilaras; Luca Gagliardelli; Giovanni Simonini; Emmanouil Thanos; George Giannakopoulos; Sonia Bergamaschi; Themis Palpanas; Manolis Koubarakis
Veröffentlicht in:
Information Systems, Ausgabe 2, 2020, ISSN 0306-4379
Herausgeber:
Elsevier Science & Technology
DOI:
10.5281/zenodo.3941653
Autoren:
George Papadakis; Dimitrios Skoutas; Emmanouil Thanos; Themis Palpanas
Veröffentlicht in:
ACM Computing Surveys, Ausgabe 7, 2020, ISSN 0360-0300
Herausgeber:
Association for Computing Machinary, Inc.
DOI:
10.5281/zenodo.3941563
Autoren:
Theofilos Ioannidis, George Garbis, Kostis Kyzirakos, Konstantina Bereta, Manolis Koubarakis
Veröffentlicht in:
Journal on Data Semantics, 2021, ISSN 1861-2040
Herausgeber:
Springer
DOI:
10.1007/s13740-021-00118-x
Autoren:
Giulio Weikmann, Claudia Paris and Lorenzo Bruzzone
Veröffentlicht in:
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021, ISSN 2151-1535
Herausgeber:
ΙΕΕΕ
DOI:
10.1109/jstars.2021.3073965
Autoren:
Salman Khaleghian, Habib Ullah, Thomas Kræmer, Nick Hughes, Torbjørn Eltoft and Andrea Marinoni
Veröffentlicht in:
MDPI Remote Sensing, 2021, ISSN 2072-4292
Herausgeber:
Multidisciplinary Digital Publishing Institute (MDPI)
DOI:
10.3390/rs13091734
Autoren:
Dimitris Bilidas and Manolis Koubarakis
Veröffentlicht in:
Journal of Web Semantics, 2021, ISSN 1570-8268
Herausgeber:
Elsevier BV
DOI:
10.1016/j.websem.2021.100639
Autoren:
George Papadakis, Georgios Mandilaras, Nikos Mamoulis, Manolis Koubarakis
Veröffentlicht in:
2021
Herausgeber:
The Web Conference 2021
DOI:
10.1145/3442381.3449850
Autoren:
Antonis Troumpoukis, Stasinos Konstantopoulos, Giannis Mouchakis, Nefeli Prokopaki Kostopoulou, Claudia Paris, Lorenzo Bruzzone, Despina-Athanasia Pantazi, and Manolis Koubarakis
Veröffentlicht in:
2020
Herausgeber:
ISWC
Autoren:
Charalampos Kostopoulos, Giannis Mouchakis, Nefeli Prokopaki-Kostopoulou, Antonis Troumpoukis, Angelos Charalambidis, and Stasinos Konstantopoulos
Veröffentlicht in:
2020
Herausgeber:
ISWC
Autoren:
C.O. Dumitru, G. Schwarz, C. Karmakar and M. Datcu.
Veröffentlicht in:
2021
Herausgeber:
IEEE International Geoscience and Remote Sensing Symposium IGARSS
Autoren:
Sina Sheikholeslami, Moritz Meister, Tianze Wang, Amir H. Payberah, Vladimir Vlassov, Jim Dowling
Veröffentlicht in:
2021
Herausgeber:
The 1st Workshop on Machine Learning and Systems
DOI:
10.1145/3437984.3458834
Autoren:
Migdall S., Dotzler S., Gleisberg E., Appel F., Muerth M., Bach H., Weikmann G., Paris C., Marinelli D., Bruzzone L.
Veröffentlicht in:
2021
Herausgeber:
European Federation for Information Technology in Agriculture, Food and the Environment (EFITA 21)
DOI:
10.3390/engproc2021009042
Autoren:
Manolis Koubarakis, George Stamoulis, Dimitris Bilidas, Theofilos Ioannidis, George Mandilaras, Despina-Athanasia Pantazi, George Papadakis, Vladimir Vlassov, Amir H. Payberah, Tianze Wang, Sina Sheikholeslami, Desta Haileselassie Hagos, Lorenzo Bruzzone, Claudia Paris, Giulio Weikmann, Daniele Marinelli, Torbjørn Eltoft, Andrea Marinoni, Thomas Kræmer, Salman Khaleghian, Habib Ullah, Antonis Tr
Veröffentlicht in:
2021
Herausgeber:
Conference on Big Data from Space (BiDS21)
Autoren:
Charalampos Kostopoulos, Giannis Mouchakis, Antonis Troumpoukis, Nefeli Prokopaki-Kostopoulou, Angelos Charalambidis and Stasinos~Konstantopoulos
Veröffentlicht in:
2021
Herausgeber:
Proceedings of the 18th European Semantic Web Conference (ESWC 2021)
DOI:
10.1007/978-3-030-77385-4_40
Autoren:
Moritz Meister, Sina Sheikholeslami, Amir H. Payberah, Vladimir Vlassov and Jim Dowling
Veröffentlicht in:
2020
Herausgeber:
ACM
DOI:
10.1145/3426745.3431338
Autoren:
Zhongling Huang, Corneliu Octavian Dumitru and Jun Ren
Veröffentlicht in:
2021
Herausgeber:
IEEE International Geoscience and Remote Sensing Symposium IGARSS
Autoren:
Wei Yao, Octavian Dumitru and Mihai Datcu
Veröffentlicht in:
2021
Herausgeber:
IEEE International Geoscience and Remote Sensing Symposium IGARSS
Autoren:
Salman Khaleghian, Thomas Kræmer, Alistair Everett, Åshild Kiærbech, Nick Hughes, Torbjørn Eltoft, Andrea Marinoni
Veröffentlicht in:
2020
Herausgeber:
The European Conference on Synthetic Aperture Radar 2020
Autoren:
Silke Migdall, Sandra Dotzler, Christian Miesgang, Florian Appel, Markus Muerth, Heike Bach, Giulio Weikmann, Claudia Paris, Daniele Marinelli, Lorenzo Bruzzone
Veröffentlicht in:
2021
Herausgeber:
Conference on Big Data from Space (BiDS21)
Autoren:
Moritz Meister; Sina Sheikholeslami; Robin Andersson; Alexandru A. Ormenisan; Jim Dowling
Veröffentlicht in:
Ausgabe 3, 2020
Herausgeber:
Machine Learning and Systems
DOI:
10.5281/zenodo.3941640
Autoren:
Dumitru Octavian; Schwarz Gottfried; Eltoft Torbjørn; Kræmer Thomas; Wagner Penelope; Hughes Nick; Arthus David; Fleming Andrew; Koubarakis Manolis; Datcu Mihai
Veröffentlicht in:
Ausgabe 2, 2019
Herausgeber:
International Symposium on Digital Earth
DOI:
10.5281/zenodo.3941573
Autoren:
George Papadakis; Ekaterini Ioannou; Themis Palpanas
Veröffentlicht in:
Ausgabe 1, 2020
Herausgeber:
International Conference on Extending Database Technology
DOI:
10.5441/002/edbt.2020.85
Autoren:
Alexandru A. Ormenisan; Mahmoud Ismail; Seif Haridi; Jim Dowling
Veröffentlicht in:
Ausgabe 2, 2020
Herausgeber:
Machine Learning and Systems
DOI:
10.5281/zenodo.3941628
Autoren:
Manolis Koubarakis; Konstantina Bereta; Dimitris Bilidas; Konstantinos Giannousis; Theofilos Ioannidis; Despina-Athanasia Pantazi; George Stamoulis; Seif Haridi; Vladimir Vlassov; Lorenzo Bruzzone; Claudia Paris; Torbjørn Eltoft; Thomas Krämer; Angelos Charalabidis; Vangelis Karkaletsis; Stasinos Konstantopoulos; Jim Dowling; Theofilos Kakantousis; Mihai Datcu; Corneliu Octavian Dumitru; Florian
Veröffentlicht in:
Ausgabe 2, 2019
Herausgeber:
International Conference on Extending Database Technology
DOI:
10.5441/002/edbt.2019.88
Autoren:
George Mandilaras; Despina-Athanasia Pantazi; Manolis Koubarakis; Nick Hughes; Alistair Everett; Ashild Kiærbech
Veröffentlicht in:
Ausgabe 3, 2020
Herausgeber:
Extended Semantic Web Conference
DOI:
10.5281/zenodo.3941661
Autoren:
George Papadakis; Leonidas Tsekouras; Manos Thanos; Nikiforos Pittaras; Giovanni Simonini; Dimitrios Skoutas; Paul Isaris; George Giannakopoulos; Themis Palpanas; Manolis Koubarakis
Veröffentlicht in:
Ausgabe 2, 2020
Herausgeber:
International Conference on Extending Database Technology
DOI:
10.5441/002/edbt.2020.74
Autoren:
Vlad Andrei; Octavian Dumitru; Mihai Datcu
Veröffentlicht in:
Ausgabe 2, 2019
Herausgeber:
German Aerospace Center
DOI:
10.5281/zenodo.3944444
Autoren:
George Mandilaras and Manolis Koubarakis
Veröffentlicht in:
2021
Herausgeber:
The 20th International Semantic Web Conference, Virtual Conference
Autoren:
Andrea Marinoni, Gianni Christian Iannelli, Salman Khaleghian and Paolo Gamba
Veröffentlicht in:
2020
Herausgeber:
IEEE International Geoscience and Remote Sensing symposium
Autoren:
Dimitris Bilidas and Manolis Koubarakis
Veröffentlicht in:
2020
Herausgeber:
Distributed and Parallel Databases
DOI:
10.1007/s10619-020-07305-y
Autoren:
C.O. Dumitru, G. Schwarz, C. Karmakar and M. Datcu
Veröffentlicht in:
2021
Herausgeber:
IEEE International Geoscience and Remote Sensing Symposium IGARSS
Autoren:
Dumitru, Corneliu & Schwarz, Gottfried & Datcu, Mihai & Hughes, Nicholas & Koubarakis, Manolis.
Veröffentlicht in:
2020
Herausgeber:
EC ESA EO for Polar Science Workshop
Autoren:
Konstantina Bereta, George Papadakis and Manolis Koubarakis
Veröffentlicht in:
2021
Herausgeber:
The 15th IEEE International Conference on Semantic Computing
DOI:
10.1109/icsc50631.2021.00053
Autoren:
Claudia Paris, Giulio Weikmann, Lorenzo Bruzzone
Veröffentlicht in:
2020
Herausgeber:
SPIE
DOI:
10.1117/12.2574745
Autoren:
Salman Khaleghian, Thomas Kræmer, Alistair Everett, Ashild Kiærbech, Nick Hughes, Torbjørn Eltoft and Andrea Marinoni
Veröffentlicht in:
2021
Herausgeber:
The 13th European Conference on Synthetic Aperture Radar
Autoren:
Habib Ullah, Salman Khaleghian, Thomas Kræmer, Nick Hughes, Torbjørn Eltoft and Andrea Marinoni
Veröffentlicht in:
2021
Herausgeber:
IEEE International Geoscience and Remote Sensing Symposium IGARSS
Autoren:
Desta Haileselassie Hagos, Theofilos Kakantousis, Vladimir Vlassov, Sina Sheikholeslami, Tianze Wang, Jim Dowling, Andrew Fleming, Andreas Cziferszky, Markus Muerth, Florian Appel, Despina-Athanasia Pantazi, Dimitris Bilidas, George Papadakis, George Mandilaras, George Stamoulis, Manolis Koubarakis, Antonis Troumpoukis, Stasinos Konstantopoulos
Veröffentlicht in:
2021
Herausgeber:
Conference on Big Data from Space (BiDS21)
DOI:
10.2760/125905
Autoren:
George Papadakis, Dimitrios Skoutas, Emmanouil Thanos, Themis Palpanas
Veröffentlicht in:
2020
Herausgeber:
CoRR, abs/1905.06167
Autoren:
Corneliu Octavian Dumitru and Mihai Datcu
Veröffentlicht in:
2022
Herausgeber:
WILEY
Autoren:
C.O. Dumitru, G. Schwarz, G. Dax, V. Andrei, D. Ao, and M. Datcu
Veröffentlicht in:
Active and Machine Learning for Earth Observation Image Analysis with Traditional and Innovative Approaches, 2020, Seite(n) 207-231, ISBN 978-3-030-43981-1
Herausgeber:
Springer, Cham
DOI:
10.1007/978-3-030-43981-1
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