TOOLS FOR MAPPING HUMAN EXPOSURE TO RISKY ENVIRONMENTAL CONDITIONS BY MEANS OF GROUND AND EARTH OBSERVATION DATA

Deliverables

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

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

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 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

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

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

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

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

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

Deliverables

Publications

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