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

Informacje na temat projektu

EOXPOSURE

Identyfikator umowy o grant: 734541

DOI

10.3030/734541

Projekt został zamknięty

Data podpisania przez KE 22 Listopada 2016

Data rozpoczęcia 1 Marca 2017

Data zakończenia 31 Sierpnia 2022

Finansowanie w ramach

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Koszt całkowity

€ 283 500,00

Wkład UE

€ 270 000,00

Koordynowany przez

UNIVERSITA DEGLI STUDI DI PAVIA
Italy

CORDIS oferuje możliwość skorzystania z odnośników do publicznie dostępnych publikacji i rezultatów projektów realizowanych w ramach programów ramowych HORYZONT.

Odnośniki do rezultatów i publikacji związanych z poszczególnymi projektami 7PR, a także odnośniki do niektórych konkretnych kategorii wyników, takich jak zbiory danych i oprogramowanie, są dynamicznie pobierane z systemu OpenAIRE .

Rezultaty

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

Publikacje

Peer reviewed articles (25)

Neighboring Region Dropout for Hyperspectral Image Classification

Autorzy: Mercedes E. Paoletti, Juan M. Haut, Javier Plaza, Antonio Plaza
Opublikowane w: IEEE Geoscience and Remote Sensing Letters, Numer 17/6, 2020, Strona(/y) 1032-1036, ISSN 1545-598X
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lgrs.2019.2940467

Endmember Estimation with Maximum Distance Analysis

Autorzy: Xuanwen Tao; Mercedes E. Paoletti; Juan M. Haut; Peng Ren; Javier Plaza; Antonio Plaza
Opublikowane w: Remote Sensing MDPI, 2021, ISSN 2072-4292
Wydawca: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs13040713

A Single Model CNN for Hyperspectral Image Denoising

Autorzy: Alessandro Maffei, Juan M. Haut, Mercedes Eugenia Paoletti, Javier Plaza, Lorenzo Bruzzone, Antonio Plaza
Opublikowane w: IEEE Transactions on Geoscience and Remote Sensing, Numer 58/4, 2020, Strona(/y) 2516-2529, ISSN 0196-2892
Wydawca: 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

Autorzy: Erica Albanesi,Silvia Bernoldi,Fabio Dell’Acqua, Dara Entekhabi
Opublikowane w: Remote Sensing, Numer 13(9), 2021, ISSN 2072-4292
Wydawca: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs13091786

Deep Learning Classifiers for Hyperspectral Imaging: A Review

Autorzy: M. E. Paoletti; J. M. Haut; J. Plaza; A. Plaza
Opublikowane w: ISPRS Journal of Photogrammetry and Remote Sensing, Numer 21, 2019, ISSN 0924-2716
Wydawca: Elsevier BV
DOI: 10.5281/zenodo.6413841

Morphological Convolutional Neural Networks for Hyperspectral Image Classification

Autorzy: Swalpa Kumar Roy; Ranjan Mondal; Mercedes E. Paoletti; Juan M. Haut; Antonio Plaza
Opublikowane w: IEEE journal of selected topics in applied earth observations and remote sensing, Numer 21, 2021, ISSN 1939-1404
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.5281/zenodo.6413902

Scalable Recurrent Neural Network for Hyperspectral Image Classi cation

Autorzy: M. E. Paoletti; J. M. Haut; J. Plaza; A. Plaza
Opublikowane w: The Journal of Supercomputing, Numer 43, 2020, ISSN 0920-8542
Wydawca: Kluwer Academic Publishers
DOI: 10.5281/zenodo.6414128

GPU Parallel Implementation of Dual-Depth Sparse Probabilistic Latent Semantic Analysis for Hyperspectral Unmixing

Autorzy: J. A. Gallardo; M. E. Paoletti; J. M. Haut; R. Fernández; A. Plaza; J. Plaza
Opublikowane w: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Numer 26, 2019, ISSN 1939-1404
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.5281/zenodo.6413877

Distributed Deep Learning for Remote Sensing Data Interpretation

Autorzy: J. M. Haut; M. E. Paoletti; S. Moreno; J. Plaza; J. A. Rico; A. Plaza
Opublikowane w: Proceedings of the IEEE, Numer 1, 2021, ISSN 0018-9219
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.5281/zenodo.6413871

Analysis of Remotely Sensed Images Through Social Media

Autorzy: A. Redondo; J. M. Haut; M. E. Paoletti; X. Tao; J. Plaza; A. Plaza
Opublikowane w: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021, ISSN 1939-1404
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jstars.2021.3062116

Multi-branch Selective Kernel Networks for Hyperspectral Image Classification

Autorzy: T. Alipour; M. E. Paoletti; J. M. Haut; H. Arefi; J. Plaza; A. Plaza
Opublikowane w: IEEE Geoscience and Remote Sensing Letters, Numer 22, 2020, ISSN 1545-598X
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.5281/zenodo.6413914

A New GPU Implementation of Support Vector Machines for Fast Hyperspectral Image Classification

Autorzy: Mercedes Paoletti; Mario Haut; Xuanwen Tao; Javier Plaza; Antonio Plaza
Opublikowane w: Remote Sensing, 2020, ISSN 2072-4292
Wydawca: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs12081257

U-IMG2DSM: Unpaired Simulation of Digital Surface Models With Generative Adversarial Networks

Autorzy: M. E. Paoletti, J. M. Haut, P. Ghamisi, N. Yokoya, J. Plaza, A. Plaza
Opublikowane w: IEEE Geoscience and Remote Sensing Letters, Numer 18/7, 2021, Strona(/y) 1288-1292, ISSN 1545-598X
Wydawca: 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]

Autorzy: Oladimeji Mudele, Chiemeka Nsofor, Fabio Dell'Acqua
Opublikowane w: IEEE Geoscience and Remote Sensing Magazine, Numer 6/4, 2018, Strona(/y) 98-104, ISSN 2168-6831
Wydawca: IEEE Geosciene and Remote Sensing Society
DOI: 10.1109/mgrs.2018.2872173

Cloud Deep Networks for Hyperspectral Image Analysis

Autorzy: Juan Mario Haut, Jose Antonio Gallardo, Mercedes E. Paoletti, Gabriele Cavallaro, Javier Plaza, Antonio Plaza, Morris Riedel
Opublikowane w: IEEE Transactions on Geoscience and Remote Sensing, 2019, Strona(/y) 1-17, ISSN 0196-2892
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tgrs.2019.2929731

Hyperspectral Image Classification Using Random Occlusion Data Augmentation

Autorzy: Juan Mario Haut, Mercedes E. Paoletti, Javier Plaza, Antonio Plaza, Jun Li
Opublikowane w: IEEE Geoscience and Remote Sensing Letters, 2019, Strona(/y) 1-5, ISSN 1545-598X
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lgrs.2019.2909495

Sentinel-2 and Sentinel-3 Intersensor Vegetation Estimation via Constrained Topic Modeling

Autorzy: Ruben Fernandez-Beltran, Filiberto Pla, Antonio Plaza
Opublikowane w: IEEE Geoscience and Remote Sensing Letters, 2019, Strona(/y) 1-5, ISSN 1545-598X
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lgrs.2019.2903231

Remote Sensing Image Superresolution Using Deep Residual Channel Attention

Autorzy: Juan Mario Haut, Ruben Fernandez-Beltran, Mercedes E. Paoletti, Javier Plaza, Antonio Plaza
Opublikowane w: IEEE Transactions on Geoscience and Remote Sensing, 2019, Strona(/y) 1-13, ISSN 0196-2892
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tgrs.2019.2924818

Intersensor Remote Sensing Image Registration Using Multispectral Semantic Embeddings

Autorzy: Ruben Fernandez-Beltran, Filiberto Pla, Antonio Plaza
Opublikowane w: IEEE Geoscience and Remote Sensing Letters, 2019, Strona(/y) 1-5, ISSN 1545-598X
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lgrs.2019.2904874

Visual Attention-Driven Hyperspectral Image Classification

Autorzy: Juan Mario Haut, Mercedes E. Paoletti, Javier Plaza, Antonio Plaza, Jun Li
Opublikowane w: IEEE Transactions on Geoscience and Remote Sensing, 2019, Strona(/y) 1-16, ISSN 0196-2892
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tgrs.2019.2918080

Unsupervised Remote Sensing Image Retrieval using Probabilistic Latent Semantic Hashing

Autorzy: Ruben Fernandez-Beltran; Begüm Demir; Filiberto Pla; Antonio Plaza
Opublikowane w: IEEE Geoscience and Remote Sensing Letters, 2021, ISSN 1545-598X
Wydawca: 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.

Autorzy: Germán, A., Shimoni, M., Beltramone, G., Rodríguez, M. I., Muchiut, J., Bonansea, M., ... & Ferral, A
Opublikowane w: Remote Sensing Applications: Society and Environment, 24, 2021, ISSN 2352-9385
Wydawca: Elsevier
DOI: 10.1016/j.rsase.2021.100614

Analysis of Remotely Sensed Images Through Social Media

Autorzy: Alejandro Redondo; Juan M. Haut; Mercedes E. Paoletti; Xuanwen Tao; Javier Plaza; Antonio Plaza
Opublikowane w: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 14, Pp 3026-3039 (2021), Numer 1, 2021, ISSN 1939-1404
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.5281/zenodo.6410869

Neural Ordinary Differential Equations for Hyperspectral Image Classification

Autorzy: M. E. Paoletti; J. M. Haut; J. Plaza; A. Plaza
Opublikowane w: IEEE Transactions on Geoscience and Remote Sensing, Numer 18, 2020, ISSN 0196-2892
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.5281/zenodo.6414108

FLOP-Reduction Through Memory Allocations Within CNN for Hyperspectral Image Classification

Autorzy: Mercedes E. Paoletti; Juan M. Haut; Xuanwen Tao; Javier Plaza; Antonio Plaza
Opublikowane w: IEEE Transactions on Geoscience and Remote Sensing, 2020, ISSN 0196-2892
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tgrs.2020.3024730

Other (1)

Modeling the Temporal Population Distribution of Ae. aegypti Mosquito using Big Earth Observation Data

Autorzy: Oladimeji Mudele; Fábio M. Bayer; Lucas Zanandrez; Alvaro E. Eiras; Paolo Gamba
Opublikowane w: TechRxiv preprint, 2020
Wydawca: 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

Autorzy: David Marzi; Cristian Garau; Fabio Dell'Acqua
Opublikowane w: Proc. of IGARSS 2021, 2021
Wydawca: IEEE
DOI: 10.1109/igarss47720.2021.9553956

Semi-Automatic Tool to Count Mosquito Eggs in Ovitrap Stick Images.

Autorzy: Beumier, C., Rubio, J., Andreo, V., Guzman, C., Porcasi, X., Marcelo Scavuzzo, C., & Shimoni, M.
Opublikowane w: 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, Numer 80-83, 2021
Wydawca: IEEE
DOI: 10.1109/igarss47720.2021.9555005

Multitemporal Spectral Analysis for Algae Detection in an Eutrophic Lake using Sentinel 2 Images

Autorzy: German Alba, Ferral Anabella, Scavuzzo Carlos Marcelo, Shimoni Michal
Opublikowane w: 2020 IEEE Latin American GRSS & ISPRS Remote Sensing Conference (LAGIRS), 2020, Strona(/y) 351-356, ISBN 978-1-7281-4350-7
Wydawca: IEEE
DOI: 10.1109/lagirs48042.2020.9165633

Calculation of surface urban heat index from LANDSAT-8 TIRS data and its relation with land cover.

Autorzy: Ferral, A., Gili, A., Andreo, V., German, A., Beltramone, G., Bonansea, M., ... & Scavuzzo, M.
Opublikowane w: 2021 XIX Workshop on Information Processing and Control (RPIC), 2021, Strona(/y) 1-6
Wydawca: IEEE
DOI: 10.1109/rpic53795.2021.9648422

Big Earth Data and Advanced Processing Techniques for Monitoring Water Quality.

Autorzy: German, A., Ferral, A., Scavuzzo, C. M., & Shimoni, M
Opublikowane w: 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 2021, Strona(/y) 68-71
Wydawca: IEEE
DOI: 10.1109/igarss47720.2021.9554420

Alert System for Algae Bloom Detection in Inland Waters of Latin America: An Ongoing Project.

Autorzy: Lobo, F. L., Nagel, G., Maciel, D. A., Ferral, A., Germãn, A., Carvalho, L. S., ... & Shimoni, M.
Opublikowane w: 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 2021, Strona(/y) 72-75
Wydawca: IEEE
DOI: 10.1109/igarss47720.2021.9554973

First results of PRISMA satellite data applied to water quality monitoring in Argentina.

Autorzy: Gauto, V.; Ferral, A.; Bonansea, M.; Farías, A.; Germán, A.; Scavuzzo C., M.
Opublikowane w: Numer 38, 2022
Wydawca: IEEE
DOI: 10.5281/zenodo.7025756

Mapping vegetation in urban areas using Sentinel-2

Autorzy: Oladimeji Mudele, Paolo Gamba
Opublikowane w: 2019 Joint Urban Remote Sensing Event (JURSE), 2019, Strona(/y) 1-4, ISBN 978-1-7281-0009-8
Wydawca: 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.

Autorzy: Ferral, A., Germãn, A., Beltramone, G., Bonansea, M., Burgos, P. M., de Carvalho, L. S., ... & Scavuzzo, M.
Opublikowane w: 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, Numer 76-79, 2021
Wydawca: IEEE
DOI: 10.1109/igarss47720.2021.9553255

Predicting Aedes Aegypti Eggs Count Using Remote Sensing Data and a Generalized Linear Model.

Autorzy: Mudele, O., Andreo, V., Porcasi, X., Scavuzzo, C. M., Lopez, L., & Gamba, P.
Opublikowane w: 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 2021, Strona(/y) 84–87
Wydawca: 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

Autorzy: German Alba, Ferral Anabella, Scavuzzo Marcelo, Shimoni Michal
Opublikowane w: IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium, 2020, Strona(/y) 3755-3758, ISBN 978-1-7281-6374-1
Wydawca: IEEE
DOI: 10.1109/igarss39084.2020.9323746

Spectral Monitoring of Algal Blooms in an Eutrophic Lake Using Sentinel-2

Autorzy: German Alba, Ferral Anabella, Scavuzzo Marcelo, Guachalla Alarcon Andrea, Tropper Ivana, Ibanez Guillermo, Torrusio Sandra, Shimoni Michal
Opublikowane w: IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019, Strona(/y) 306-309, ISBN 978-1-5386-9154-0
Wydawca: IEEE
DOI: 10.1109/igarss.2019.8898098

First results of PRISMA satellite data applied to water quality monitoring in Argentina.

Autorzy: Gauto V., Ferral A, Bonansea M., Farias A., Scavuzzo M., Germán A., Giardino C.
Opublikowane w: 2022 IEEE Biennial Congress of Argentina (ARGENCON), 2022, Strona(/y) 1-8
Wydawca: IEEE
DOI: 10.1109/argencon55245.2022.9939810