Leistungen
This is an update scaleup of the v1 deliverable
DeepCube Platform - v1Platform integration and system
DeepCube Platform - v2Updated version of based on changes made to DeepCube’s platform. In addition, this deliverable includes the user manual and documentation of the platform.
Analytics and DL architectures for fire risk assessment UC-v1Report containing a consolidate version of all DL architectures that DeepCubes pilots will implement
Analytics and DL architectures for the droughts UC- v1Report containing a consolidate version of all DL architectures that DeepCubes pilots will implement
Detailed report of all activities (M01-M36) that took place during the course of the project.
Project Management & Quality planGuidelines to ensure high quality research development and reporting along with a project time plan
DeepCube platform requirements, specs and architecture-v2Updated version of the technical requirements deliverable based on any updates from 1st Use Case implementation and evaluation cycle
EO and non-EO data ingestion report - v2This is an update of the v1 deliverable.
DeepCube technical components-v1Inputs on developments adjustments finetuning of the technological components
DeepCube technical components - v2Updates from 1st Use Case implementation and evaluation cycle This deliverable also includes user manuals and documentations for the individual components
Status of Liaison activities v2Updates on liaison activities
Initial Communication and Dissemination planAt the early stage of the proposal to update communication plan and dissemination plan identifying target audiences key messages channels tools and metrics
DeepCube platform requirements, specs and architecture-v1Technical specifications and the architectural design of the DeepCube platform
EO and non-EO data ingestion report - v1Information on all data ingested along with precise information on data origin
Mid-term dissemination planReport updates on dissemination and communication plan for the next period M18M36 including also a detailed summary of the main activities that took place during the first 18 months
Status of Liaison activities v1Provision of tangible liaison activities with other projects
Describe in detail both the process and the generated trained datasets. Report all technical specifications and stored datasets stored on all Data Cubes. This report provides the ontologies and mappings to be used for realizing the DeepCube Semantic Cube. The deliverable provides the data cubes with ARD per se, to allow further exploitation.
Updated version of the DMP report
Data Management Plan v1DMP formulation contributing in making data FAIR
Website up and running along with any other material will support outreach activities brochures leaflets video newsletter etc
Veröffentlichungen
Autoren:
Nikolaos Ioannis Bountos, Dimitrios Michail, Themistocles Herekakis, Angeliki Thanasou, Ioannis Papoutsis
Veröffentlicht in:
EGU General Assembly 2023, 2023
Herausgeber:
European Geosciences Union
DOI:
10.5194/egusphere-egu23-5913
Autoren:
Jose M. Tarraga, Maria Piles, Gustau Camps-Valls
Veröffentlicht in:
NeurIPS 2020 Workshop on Machine Learning for the Developing World, 2020
Herausgeber:
NeurIPS 2020 Workshop on Machine Learning for the Developing World
Autoren:
D. Sykas, I. Papoutsis, D. Zografakis
Veröffentlicht in:
2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, Ausgabe 12 October 2021, 2021, Seite(n) 5830-5833
Herausgeber:
IEEE
DOI:
10.1109/igarss47720.2021.9553603
Autoren:
Spyros Kondylatos, Ioannis Prapas, Gustau Camps-Valls, Ioannis Papoutsis
Veröffentlicht in:
37th Conference on Neural Information Processing Systems (NeurIPS 2023) Track on Datasets and Benchmarks, 2023
Herausgeber:
NeurIPS
DOI:
10.48550/arxiv.2306.05144
Autoren:
Ioannis Prapas, Spyros Kondylatos, Ioannis Papoutsis, Gustau Camps-Valls, Michele Ronco, Miguel-Ángel Fernández-Torres, Maria Piles Guillem, Nuno Carvalhais
Veröffentlicht in:
Workshop on Artificial Intelligence for Humanitarian Assistance and Disaster Response, 35th Conference on Neural Information Processing Systems (NeurIPS 2021), Ausgabe 4 November 2021, 2021
Herausgeber:
NeurIPS
Autoren:
José María Tárraga Habas, Michele Ronco, Maria Teresa Miranda, Eva Sevillano Marco, Qiang Wang, María Piles, Jordi Muñoz, and Gustau Camps-Valls
Veröffentlicht in:
EGU General Assembly 2022, 2022
Herausgeber:
EGU22-11200
DOI:
10.5194/egusphere-egu22-11200
Autoren:
Ronco, M., Prapas, I., Kondylatos, S., Papoutsis, I., Camps-Valls, G., Fernández-Torres, M.-Á., Piles Guillem, M., and Carvalhais, N.
Veröffentlicht in:
EGU General Assembly 2022, 2022
Herausgeber:
EGU22-11787
DOI:
10.5194/egusphere-egu22-11787
Autoren:
Sina Sheikholeslami, Moritz Meister, Tianze Wang, Amir H. Payberah, Vladimir Vlassov, Jim Dowling
Veröffentlicht in:
EuroMLSys '21: Proceedings of the 1st Workshop on Machine Learning and Systems, 2021, Seite(n) 55-61
Herausgeber:
ACM
DOI:
10.1145/3437984.3458834
Autoren:
Ioannis Papoutsis, Alkyoni Baglatzi, Souzana Touloumtzi, Markus Reichstein, Nuno Carvalhais, Fabian Gans, Gustau Camps-Valls, Maria Piles, Theofilos Kakantousis, Jim Dowling, Manolis Koubarakis, Dimitris Bilidas, Despina-Athanasia Pantazi, George Stamoulis, Christophe Demange, Leo-Gad Journel, Marco Bianchi, Chiara Gervasi, Alessio Rucci, Ioannis Tsampoulatidis, Eleni Kamateri, Tarek Habib, Alejan
Veröffentlicht in:
Proceedings of the 2021 conference on Big Data from Space (BiDS’21), 2021
Herausgeber:
Proceedings of the 2021 conference on Big Data from Space (BiDS’21)
Autoren:
N.I. Bountos, I. Papoutsis, D. Michail, A. Karavias, P. Elias, I. Parcharidis
Veröffentlicht in:
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2022
Herausgeber:
IEEE
DOI:
10.48550/arxiv.2204.09435
Autoren:
Claire Robin, Christian Requena-Mesa, Vitus Benson, Lazaro Alonso, Jeran Poehls, Nuno Carvalhais, Markus Reichstein
Veröffentlicht in:
Tackling Climate Change with Machine Learning: workshop at NeurIPS 2022, 2022
Herausgeber:
NeurIPS 2022
DOI:
10.48550/arxiv.2210.13648
Autoren:
Maria Ioannidou; Alkiviadis Koukos; Vasileios Sitokonstantinou; Ioannis Papoutsis; Charalampos Kontoes
Veröffentlicht in:
Remote Sensing; Volume 14; Ausgabe 22; Pages: 5739, Ausgabe 13 November 2022, 2022, ISSN 2072-4292
Herausgeber:
Multidisciplinary Digital Publishing Institute (MDPI)
DOI:
10.3390/rs14225739
Autoren:
Rackhun Son, Tobias Stacke, Veronika Gayler, Julia E. M. S. Nabel, Reiner Schnur, Lazaro Alonso, Christian Requena-Mesa, Alexander J. Winkler, Stijn Hantson, Sönke Zaehle, Ulrich Weber, Nuno Carvalhais
Veröffentlicht in:
Journal of Advances in Modeling Earth Systems, Ausgabe Volume 16, Ausgabe1, 2024, ISSN 1942-2466
Herausgeber:
American Geophysical Union
DOI:
10.1029/2023ms003710
Autoren:
Nikolaos Ioannis Bountos, Ioannis Papoutsis, Dimitrios Michail, Nantheera Anantrasirichai
Veröffentlicht in:
IEEE Geoscience and Remote Sensing Letters, Ausgabe Volume 19, 2021, Seite(n) 1-5, ISSN 1558-0571
Herausgeber:
IEEE
DOI:
10.1109/lgrs.2021.3104506
Autoren:
Dimitrios Sykas; Maria Sdraka; Dimitrios Zografakis; Ioannis Papoutsis
Veröffentlicht in:
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Ausgabe Volume 15, 2022, ISSN 2151-1535
Herausgeber:
IEEE
DOI:
10.1109/jstars.2022.3164771
Autoren:
Shanning Bao, Lazaro Alonso, Siyuan Wang, Johannes Gensheimer, Ranit De, Nuno Carvalhais
Veröffentlicht in:
Journal of Advances in Modeling Earth Systems, Ausgabe Volume 15, Ausgabe 8, 2023, ISSN 1942-2466
Herausgeber:
American Geophysical Union
DOI:
10.1029/2022ms003464
Autoren:
Michele Ronco, José María Tárraga, Jordi Muñoz, María Piles, Eva Sevillano Marco, Qiang Wang, Maria Teresa Miranda Espinosa, Sylvain Ponserre, Gustau Camps-Valls
Veröffentlicht in:
Nature Communications, Ausgabe 14, 2023, ISSN 2041-1723
Herausgeber:
Nature Publishing Group
DOI:
10.1038/s41467-023-43809-8
Autoren:
Michele Ronco, Gustau Camps-Valls
Veröffentlicht in:
Neurocomputing, Ausgabe Volume 562, 2023, ISSN 0925-2312
Herausgeber:
Elsevier BV
DOI:
10.1016/j.neucom.2023.126884
Autoren:
S. Kondylatos, I. Prapas, M. Ronco, I. Papoutsis, G. Camps-Valls, M. Piles, M. Fernández-Torres, N. Carvalhais
Veröffentlicht in:
Geophysical Research Letters, Ausgabe Volume 49, Ausgabe17, 2022, ISSN 1944-8007
Herausgeber:
American Geophysical Union
DOI:
10.1029/2022gl099368
Autoren:
Nikolaos Ioannis Bountos; Dimitrios Michail; Ioannis Papoutsis
Veröffentlicht in:
IEEE Transactions on Geoscience and Remote Sensing (Volume 60), Ausgabe 08 June 2022, 2022, ISSN 1558-0644
Herausgeber:
IEEE
DOI:
10.1109/tgrs.2022.3180891
Autoren:
Ioannis Papoutsis, Nikolaos Ioannis Bountos, Angelos Zavras, Dimitrios Michail, Christos Tryfonopoulos
Veröffentlicht in:
ISPRS Journal of Photogrammetry and Remote Sensing, Ausgabe Volume 195, January 2023, 2023, ISSN 1872-8235
Herausgeber:
Elsevier
DOI:
10.1016/j.isprsjprs.2022.11.012
Autoren:
Nikolaos Ioannis Bountos, Dimitrios Michail, Ioannis Papoutsis
Veröffentlicht in:
2022
Herausgeber:
arXiv
DOI:
10.48550/arxiv.2201.03016
Autoren:
Ioannis Papoutsis, Nikolaos-Ioannis Bountos, Angelos Zavras, Dimitrios Michail, Christos Tryfonopoulos
Veröffentlicht in:
2021
Herausgeber:
arXiv
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