Deliverables Other (10) DISESP tool alpha release "Alpha release of the ""Disease Spread Proxies"" (DISESP) software tool" PHYMAP tool alpha release Alpha relase of the software tool for Generating Maps of Physical Quantities PHYMAP DISESP tool beta release Beta release of the Disease Spread Proxies DISESP software tool PHYMAP tool stable release Final stable relase of the software tool for Generating Maps of Physical Quantities PHYMAP HOCOM tool alpha release "Alpha release of the ""Housing Condition Mapping"" software tool" HOCOM tool stable release Release of the final stable version of the Housing Condition Mapping HOCOM software PHYMAP tool beta release "Beta relase of the software tool for ""Generating Maps of Physical Quantities"" (PHYMAP)" Common Data Gateway platform release Release of the alpha version of the Common Data Gateway platform HOCOM tool beta release Release of the beta version of the Housing Condition Mapping HOCOM software tool DISESP tool stable release Final stable release of the Disease Spread Proxies DISESP software tool Websites, patent fillings, videos etc. (3) Project-related profiles in professional and social networks Generation of public profiles in professional networking web sites, social network web sites, etc. Project website Website of the EOXPOSURE project Training material Generation of training material Publications Peer reviewed articles (32) Neighboring Region Dropout for Hyperspectral Image Classification Author(s): Mercedes E. Paoletti, Juan M. Haut, Javier Plaza, Antonio Plaza Published in: IEEE Geoscience and Remote Sensing Letters, Issue 17/6, 2020, Page(s) 1032-1036, ISSN 1545-598X Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/lgrs.2019.2940467 Endmember Estimation with Maximum Distance Analysis Author(s): Xuanwen Tao; Mercedes E. Paoletti; Juan M. Haut; Peng Ren; Javier Plaza; Antonio Plaza Published in: Remote Sensing MDPI, 2021, ISSN 2072-4292 Publisher: Multidisciplinary Digital Publishing Institute (MDPI) DOI: 10.3390/rs13040713 A New GPU Implementation of Support Vector Machines for Fast Hyperspectral Image Classification Author(s): Mercedes E. Paoletti, Juan M. Haut, Xuanwen Tao, Javier Plaza Miguel, Antonio Plaza Published in: Remote Sensing, Issue 12/8, 2020, Page(s) 1257, ISSN 2072-4292 Publisher: Multidisciplinary Digital Publishing Institute (MDPI) DOI: 10.3390/rs12081257 FLOP-Reduction Through Memory Allocations Within CNN for Hyperspectral Image Classification Author(s): Mercedes E. Paoletti; Juan M. Haut; Xuanwen Tao; Javier Plaza; Antonio Plaza Published in: IEEE Transactions on Geoscience and Remote Sensing, Issue 1, 2021, ISSN 0196-2892 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/tgrs.2020.3024730 A Single Model CNN for Hyperspectral Image Denoising Author(s): Alessandro Maffei, Juan M. Haut, Mercedes Eugenia Paoletti, Javier Plaza, Lorenzo Bruzzone, Antonio Plaza Published in: IEEE Transactions on Geoscience and Remote Sensing, Issue 58/4, 2020, Page(s) 2516-2529, ISSN 0196-2892 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/tgrs.2019.2952062 Covariation of Passive–Active Microwave Measurements over Vegetated Surfaces: Case Studies at L-Band Passive and L-, C- and X-Band Active Author(s): Erica Albanesi,Silvia Bernoldi,Fabio Dell’Acqua, Dara Entekhabi Published in: Remote Sensing, Issue 13(9), 2021, ISSN 2072-4292 Publisher: Multidisciplinary Digital Publishing Institute (MDPI) DOI: 10.3390/rs13091786 Deep Learning Classifiers for Hyperspectral Imaging: A Review Author(s): M. E. Paoletti; J. M. Haut; J. Plaza; A. Plaza Published in: ISPRS Journal of Photogrammetry and Remote Sensing, Issue 21, 2019, ISSN 0924-2716 Publisher: Elsevier BV DOI: 10.5281/zenodo.6413841 Morphological Convolutional Neural Networks for Hyperspectral Image Classification Author(s): Swalpa Kumar Roy; Ranjan Mondal; Mercedes E. Paoletti; Juan M. Haut; Antonio Plaza Published in: IEEE journal of selected topics in applied earth observations and remote sensing, Issue 21, 2021, ISSN 1939-1404 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.5281/zenodo.6413902 Modeling the Temporal Population Distribution of Ae. aegypti Mosquito using Big Earth Observation Data. Author(s): Oladimeji Mudele; Fábio M. Bayer; Lucas F. R. Zanandrez; Alvaro E. Eiras; Paolo Gamba Published in: IEEE Access, Vol 8, Pp 14182-14194 (2020), Issue 22, 2020, ISSN 2169-3536 Publisher: Institute of Electrical and Electronics Engineers Inc. DOI: 10.36227/techrxiv.11086871 Scalable Recurrent Neural Network for Hyperspectral Image Classi cation Author(s): M. E. Paoletti; J. M. Haut; J. Plaza; A. Plaza Published in: The Journal of Supercomputing, Issue 43, 2020, ISSN 0920-8542 Publisher: Kluwer Academic Publishers DOI: 10.5281/zenodo.6414128 GPU Parallel Implementation of Dual-Depth Sparse Probabilistic Latent Semantic Analysis for Hyperspectral Unmixing Author(s): J. A. Gallardo; M. E. Paoletti; J. M. Haut; R. Fernández; A. Plaza; J. Plaza Published in: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Issue 26, 2019, ISSN 1939-1404 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.5281/zenodo.6413877 Distributed Deep Learning for Remote Sensing Data Interpretation Author(s): J. M. Haut; M. E. Paoletti; S. Moreno; J. Plaza; J. A. Rico; A. Plaza Published in: Proceedings of the IEEE, Issue 1, 2021, ISSN 0018-9219 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.5281/zenodo.6413871 Analysis of Remotely Sensed Images Through Social Media Author(s): A. Redondo; J. M. Haut; M. E. Paoletti; X. Tao; J. Plaza; A. Plaza Published in: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021, ISSN 1939-1404 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/jstars.2021.3062116 Multi-branch Selective Kernel Networks for Hyperspectral Image Classification Author(s): T. Alipour; M. E. Paoletti; J. M. Haut; H. Arefi; J. Plaza; A. Plaza Published in: IEEE Geoscience and Remote Sensing Letters, Issue 22, 2020, ISSN 1545-598X Publisher: Institute of Electrical and Electronics Engineers DOI: 10.5281/zenodo.6413914 Endmember Estimation with Maximum Distance Analysis Author(s): Xuanwen Tao; Mercedes E. Paoletti; Juan M. Haut; Peng Ren; Javier Plaza; Antonio Plaza Published in: MDPI Remote Sensing, Issue Volume 13, 14, 2021, ISSN 2072-4292 Publisher: Multidisciplinary Digital Publishing Institute (MDPI) DOI: 10.3390/rs13040713 A New GPU Implementation of Support Vector Machines for Fast Hyperspectral Image Classification Author(s): Mercedes Paoletti; Mario Haut; Xuanwen Tao; Javier Plaza; Antonio Plaza Published in: Remote Sensing, 2020, ISSN 2072-4292 Publisher: Multidisciplinary Digital Publishing Institute (MDPI) DOI: 10.3390/rs12081257 U-IMG2DSM: Unpaired Simulation of Digital Surface Models With Generative Adversarial Networks Author(s): M. E. Paoletti, J. M. Haut, P. Ghamisi, N. Yokoya, J. Plaza, A. Plaza Published in: IEEE Geoscience and Remote Sensing Letters, Issue 18/7, 2021, Page(s) 1288-1292, ISSN 1545-598X Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/lgrs.2020.2997295 Investigation into Academic Remote Sensing Education Across the Globe: The Case of Nigeria [Education] Author(s): Oladimeji Mudele, Chiemeka Nsofor, Fabio Dell'Acqua Published in: IEEE Geoscience and Remote Sensing Magazine, Issue 6/4, 2018, Page(s) 98-104, ISSN 2168-6831 Publisher: IEEE Geosciene and Remote Sensing Society DOI: 10.1109/mgrs.2018.2872173 Cloud Deep Networks for Hyperspectral Image Analysis Author(s): Juan Mario Haut, Jose Antonio Gallardo, Mercedes E. Paoletti, Gabriele Cavallaro, Javier Plaza, Antonio Plaza, Morris Riedel Published in: IEEE Transactions on Geoscience and Remote Sensing, 2019, Page(s) 1-17, ISSN 0196-2892 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/tgrs.2019.2929731 Hyperspectral Image Classification Using Random Occlusion Data Augmentation Author(s): Juan Mario Haut, Mercedes E. Paoletti, Javier Plaza, Antonio Plaza, Jun Li Published in: IEEE Geoscience and Remote Sensing Letters, 2019, Page(s) 1-5, ISSN 1545-598X Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/lgrs.2019.2909495 Sentinel-2 and Sentinel-3 Intersensor Vegetation Estimation via Constrained Topic Modeling Author(s): Ruben Fernandez-Beltran, Filiberto Pla, Antonio Plaza Published in: IEEE Geoscience and Remote Sensing Letters, 2019, Page(s) 1-5, ISSN 1545-598X Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/lgrs.2019.2903231 Remote Sensing Image Superresolution Using Deep Residual Channel Attention Author(s): Juan Mario Haut, Ruben Fernandez-Beltran, Mercedes E. Paoletti, Javier Plaza, Antonio Plaza Published in: IEEE Transactions on Geoscience and Remote Sensing, 2019, Page(s) 1-13, ISSN 0196-2892 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/tgrs.2019.2924818 Intersensor Remote Sensing Image Registration Using Multispectral Semantic Embeddings Author(s): Ruben Fernandez-Beltran, Filiberto Pla, Antonio Plaza Published in: IEEE Geoscience and Remote Sensing Letters, 2019, Page(s) 1-5, ISSN 1545-598X Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/lgrs.2019.2904874 Visual Attention-Driven Hyperspectral Image Classification Author(s): Juan Mario Haut, Mercedes E. Paoletti, Javier Plaza, Antonio Plaza, Jun Li Published in: IEEE Transactions on Geoscience and Remote Sensing, 2019, Page(s) 1-16, ISSN 0196-2892 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/tgrs.2019.2918080 Unsupervised Remote Sensing Image Retrieval using Probabilistic Latent Semantic Hashing Author(s): Ruben Fernandez-Beltran; Begüm Demir; Filiberto Pla; Antonio Plaza Published in: IEEE Geoscience and Remote Sensing Letters, 2021, ISSN 1545-598X Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/lgrs.2020.2969491 Unsupervised Remote Sensing Image Retrieval Using Probabilistic Latent Semantic Hashing Author(s): Ruben Fernandez-Beltran; Begum Demir; Filiberto Pla; Antonio Plaza Published in: https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=8859, Issue 43, 2020, ISSN 1545-598X Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/lgrs.2020.2969491 Analysis of Remotely Sensed Images Through Social Media Author(s): A. Redondo; J. M. Haut; M. E. Paoletti; X. Tao; J. Plaza; A. Plaza Published in: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Issue 2, 2021, ISSN 1939-1404 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.5281/zenodo.6410870 Space-time monitoring of water quality in an eutrophic reservoir using SENTINEL-2 data-A case study of San Roque, Argentina. Author(s): Germán, A., Shimoni, M., Beltramone, G., Rodríguez, M. I., Muchiut, J., Bonansea, M., ... & Ferral, A Published in: Remote Sensing Applications: Society and Environment, 24, 2021, ISSN 2352-9385 Publisher: Elsevier DOI: 10.1016/j.rsase.2021.100614 Analysis of Remotely Sensed Images Through Social Media Author(s): Alejandro Redondo; Juan M. Haut; Mercedes E. Paoletti; Xuanwen Tao; Javier Plaza; Antonio Plaza Published in: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 14, Pp 3026-3039 (2021), Issue 1, 2021, ISSN 1939-1404 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.5281/zenodo.6410869 Neural Ordinary Differential Equations for Hyperspectral Image Classification Author(s): M. E. Paoletti; J. M. Haut; J. Plaza; A. Plaza Published in: IEEE Transactions on Geoscience and Remote Sensing, Issue 18, 2020, ISSN 0196-2892 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.5281/zenodo.6414108 FLOP-Reduction Through Memory Allocations Within CNN for Hyperspectral Image Classification Author(s): Mercedes E. Paoletti; Juan M. Haut; Xuanwen Tao; Javier Plaza; Antonio Plaza Published in: IEEE Transactions on Geoscience and Remote Sensing, 2020, ISSN 0196-2892 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/tgrs.2020.3024730 Noise-Tolerant Deep Neighborhood Embedding for Remotely Sensed Images With Label Noise Author(s): Jian Kang; Ruben Fernandez-Beltran; Xudong Kang; Jingen Ni; Antonio Plaza Published in: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Issue 19, 2021, ISSN 1939-1404 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/jstars.2021.3056661 Other (1) Modeling the Temporal Population Distribution of Ae. aegypti Mosquito using Big Earth Observation Data Author(s): Oladimeji Mudele; Fábio M. Bayer; Lucas Zanandrez; Alvaro E. Eiras; Paolo Gamba Published in: TechRxiv preprint, 2020 Publisher: IEEE DOI: 10.36227/techrxiv.11086871.v3 Conference proceedings (13) Identification of Rice Fields in the Lombardy Region of Italy Based on Time Series of Sentinel-1 Data Author(s): David Marzi; Cristian Garau; Fabio Dell'Acqua Published in: Proc. of IGARSS 2021, 2021 Publisher: IEEE DOI: 10.1109/igarss47720.2021.9553956 Semi-Automatic Tool to Count Mosquito Eggs in Ovitrap Stick Images. Author(s): Beumier, C., Rubio, J., Andreo, V., Guzman, C., Porcasi, X., Marcelo Scavuzzo, C., & Shimoni, M. Published in: 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, Issue 80-83, 2021 Publisher: IEEE DOI: 10.1109/igarss47720.2021.9555005 Multitemporal Spectral Analysis for Algae Detection in an Eutrophic Lake using Sentinel 2 Images Author(s): German Alba, Ferral Anabella, Scavuzzo Carlos Marcelo, Shimoni Michal Published in: 2020 IEEE Latin American GRSS & ISPRS Remote Sensing Conference (LAGIRS), 2020, Page(s) 351-356, ISBN 978-1-7281-4350-7 Publisher: IEEE DOI: 10.1109/lagirs48042.2020.9165633 Calculation of surface urban heat index from LANDSAT-8 TIRS data and its relation with land cover. Author(s): Ferral, A., Gili, A., Andreo, V., German, A., Beltramone, G., Bonansea, M., ... & Scavuzzo, M. Published in: 2021 XIX Workshop on Information Processing and Control (RPIC), 2021, Page(s) 1-6 Publisher: IEEE DOI: 10.1109/rpic53795.2021.9648422 Big Earth Data and Advanced Processing Techniques for Monitoring Water Quality. Author(s): German, A., Ferral, A., Scavuzzo, C. M., & Shimoni, M Published in: 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 2021, Page(s) 68-71 Publisher: IEEE DOI: 10.1109/igarss47720.2021.9554420 Alert System for Algae Bloom Detection in Inland Waters of Latin America: An Ongoing Project. Author(s): Lobo, F. L., Nagel, G., Maciel, D. A., Ferral, A., Germãn, A., Carvalho, L. S., ... & Shimoni, M. Published in: 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 2021, Page(s) 72-75 Publisher: IEEE DOI: 10.1109/igarss47720.2021.9554973 First results of PRISMA satellite data applied to water quality monitoring in Argentina. Author(s): Gauto, V.; Ferral, A.; Bonansea, M.; Farías, A.; Germán, A.; Scavuzzo C., M. Published in: Issue 38, 2022 Publisher: IEEE DOI: 10.5281/zenodo.7025756 Mapping vegetation in urban areas using Sentinel-2 Author(s): Oladimeji Mudele, Paolo Gamba Published in: 2019 Joint Urban Remote Sensing Event (JURSE), 2019, Page(s) 1-4, ISBN 978-1-7281-0009-8 Publisher: IEEE DOI: 10.1109/jurse.2019.8809019 Spatio-Temporal Analysis of Water Surface Temperature in a Reservoir and its Relation with Water Quality in a Climate Change Context. Author(s): Ferral, A., Germãn, A., Beltramone, G., Bonansea, M., Burgos, P. M., de Carvalho, L. S., ... & Scavuzzo, M. Published in: 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, Issue 76-79, 2021 Publisher: IEEE DOI: 10.1109/igarss47720.2021.9553255 Predicting Aedes Aegypti Eggs Count Using Remote Sensing Data and a Generalized Linear Model. Author(s): Mudele, O., Andreo, V., Porcasi, X., Scavuzzo, C. M., Lopez, L., & Gamba, P. Published in: 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 2021, Page(s) 84–87 Publisher: IEEE DOI: 10.1109/igarss47720.2021.9554002 High Spectral and Temporal Resolution Imaging Analysis for Monitoring Algal Bloom in Water Reservoir in the Warm Season Author(s): German Alba, Ferral Anabella, Scavuzzo Marcelo, Shimoni Michal Published in: IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium, 2020, Page(s) 3755-3758, ISBN 978-1-7281-6374-1 Publisher: IEEE DOI: 10.1109/igarss39084.2020.9323746 Spectral Monitoring of Algal Blooms in an Eutrophic Lake Using Sentinel-2 Author(s): German Alba, Ferral Anabella, Scavuzzo Marcelo, Guachalla Alarcon Andrea, Tropper Ivana, Ibanez Guillermo, Torrusio Sandra, Shimoni Michal Published in: IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019, Page(s) 306-309, ISBN 978-1-5386-9154-0 Publisher: IEEE DOI: 10.1109/igarss.2019.8898098 First results of PRISMA satellite data applied to water quality monitoring in Argentina. Author(s): Gauto V., Ferral A, Bonansea M., Farias A., Scavuzzo M., Germán A., Giardino C. Published in: 2022 IEEE Biennial Congress of Argentina (ARGENCON), 2022, Page(s) 1-8 Publisher: IEEE Thesis dissertations (2) Procesamiento eficiente y profundo imágenes hiperespectrales de la observación remotade la Tierra y aplicaciones en tareasde clasificación Author(s): Mercedes Eugenia Paoletti Ávila Published in: 2020 Publisher: Ministerio de Educación Ciencia y Cultura de España NUEVAS TÉCNICAS PARA EL PROCESAMIENTO MASIVO DE DATOS DE OBSERVACIÓN REMOTA DE LA TIERRA Author(s): Haut Hurtado, Juan Mario Universidad de Extremadura Published in: 2019 Publisher: Universidad de Extremadura Searching for OpenAIRE data... There was an error trying to search data from OpenAIRE No results available
