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2020 – today
- 2024
[j42]Rosa Claudia Torcasio
, Mario Papa, Fabio Del Frate, Alessandra Mascitelli, Stefano Dietrich, Giulia Panegrossi, Stefano Federico:
Data Assimilation of Satellite-Derived Rain Rates Estimated by Neural Network in Convective Environments: A Study over Italy. Remote. Sens. 16(10): 1769 (2024)- [j41]Michal Kawulok, Pawel Kowaleczko, Maciej Ziaja, Jakub Nalepa, Daniel Kostrzewa, Daniele Latini, Davide De Santis, Giorgia Salvucci, Ilaria Petracca, Valeria La Pegna, Zoltan Bartalis, Fabio Del Frate:
Hyperspectral Image Super-Resolution: Task-Based Evaluation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 18949-18966 (2024) - [j40]Ilaria Petracca, Daniele Latini, Marco Di Giacomo, Fabrizio Niro, Stefania Bonafoni, Fabio Del Frate:
Toward a Standard Approach for UAS-Based Multiangular Dataset Collection for BRDF Analysis. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 19487-19502 (2024) - [c126]Valeria La Pegna, Fabio Del Frate, Davide De Santis, Dario Cappelli, Martina Frezza, Roberto Dragone, Gerardo Grasso, Daniela Zane, Bruno Brunetti, Sabrina Foglia, Giorgio Licciardi, Patrizia Sacco, Deodato Tapete:
The Econet Project: Use of AI for Surface Water Monitoring with Satellite and Ground Sensor Data. IGARSS 2024: 978-981 - [c125]Lorenzo Giuliano Papale, Fabio Del Frate, Leila Guerriero, Giovanni Schiavon, Mario A. Acuña:
Soil Moisture Estimation from Polarimetric SAR Using a Physics Aware AI Model. IGARSS 2024: 2167-2170 - [c124]Davide De Santis, Sarathchandrakumar Thottuchirayil Sasidharan, Marco Di Giacomo, Gianmarco Bencivenni, Fabio Del Frate, Gabriele Curci, Ana Carolina Amarillo, Francesca Barnaba, Luca Di Liberto, Ferdinando Pasqualini, Cristiana Bassani, Silvia Scifoni, Stefano Casadio, Alessandra Cofano, Massimo Cardaci, Giorgio Licciardi:
Air Quality Monitoring At Urban Scale Using PRISMA Hyperspectral Data: the 'Primary' Project. IGARSS 2024: 2229-2233 - [c123]Giorgia Guerrisi, Gianmarco Bencivenni, Giovanni Schiavon, Fabio Del Frate:
On-Board Multispectral Image Compression with an Artificial Intelligence Based Algorithm. IGARSS 2024: 2555-2559 - [c122]Marios Tzouvaras, Gerd Reis, Fabio Del Frate, Haris Zacharatos, Diofantos G. Hadjimitsis:
Enhancing Earth Observation Capabilities of the Eratosthenes Centre of Excellence on Disaster Risk Reduction Through Artificial Intelligence: Introducing the AI-OBSERVER Project. IGARSS 2024: 2871-2874 - [c121]Daniele Settembre, Davide De Santis, Fabio Del Frate:
Exploring Methane Column Estimation from Prisma Data. IGARSS 2024: 3700-3703 - [c120]Giorgia Guerrisi, Elisabetta Lamboglia, Stefania Bonafoni, Fabio Del Frate:
Long-Term Post-Earthquake Monitoring of Urban Areas Based on Time Series Analysis of Sentinel-2 Spectral Reflectance Data. IGARSS 2024: 3897-3901 - [c119]Giorgia Salvucci, Davide De Santis, Ilaria Petracca, Mario Papa, Giovanni Schiavon, Fabio Del Frate:
Daily Aerosol Optical Depth from Multiple Earth Observation Data Fusion. IGARSS 2024: 5616-5619 - [c118]Ilaria Petracca, Daniele Latini, Marco Di Giacomo, Fabrizio Niro, Stefania Bonafoni, Fabio Del Frate, Giovanni Schiavon:
BRDF Computation and Modeling Through the Use of UAS. IGARSS 2024: 6566-6571 - [c117]Martina Frezza, Davide De Santis, Ilaria Petracca, Mario Papa, Giovanni Schiavon, Fabio Del Frate:
Daily Land Surface Temperature from Multiple Earth Observation Data Fusion. IGARSS 2024: 9019-9023 - [c116]Sarathchandrakumar T. Sasidharan, Davide De Santis, Marco Di Giacomo, Gianmarco Bencivenni, Fabio Del Frate, Gabriele Curci, Ana Carolina Amarillo, Francesca Barnaba, Luca Di Liberto, Ferdinando Pasqualini, Cristiana Bassani, Silvia Scifoni, Stefano Casadio, Alessandra Cofano, Massimo Cardaci, Giorgio Licciardi:
AI Feature Extraction for Prisma Hyperspectral Data. IGARSS 2024: 10048-10052 - 2023
- [j39]Lorenzo Giuliano Papale, Giorgia Guerrisi, Davide De Santis, Giovanni Schiavon, Fabio Del Frate:
Satellite Data Potentialities in Solid Waste Landfill Monitoring: Review and Case Studies. Sensors 23(8): 3917 (2023) - [j38]Giorgia Guerrisi, Fabio Del Frate, Giovanni Schiavon:
Artificial Intelligence Based On-Board Image Compression for the Φ-Sat-2 Mission. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 8063-8075 (2023) - [c115]Michal Kawulok, Pawel Kowaleczko, Maciej Ziaja, Jakub Nalepa, Daniel Kostrzewa, Daniele Latini, Davide De Santis, Giorgia Salvucci, Ilaria Petracca, Valeria La Pegna, Zoltan Bartalis, Fabio Del Frate:
Understanding the Value of Hyperspectral Image Super-Resolution from Prisma Data. IGARSS 2023: 1489-1492 - [c114]Maciej Ziaja, Pawel Kowaleczko, Jakub Nalepa, Daniel Kostrzewa, Daniele Latini, Davide De Santis, Giorgia Salvucci, Ilaria Petracca, Valeria La Pegna, Fabio Del Frate, Michal Kawulok:
Hyperspectral Image Pansharpening: The Prisma Case Study. IGARSS 2023: 1633-1636 - [c113]Giorgia Guerrisi, Giovanni Schiavon, Fabio Del Frate:
On-Board Image Compression using Convolutional Autoencoder: Performance Analysis and Application Scenarios. IGARSS 2023: 1783-1786 - [c112]Lorenzo Giuliano Papale, Fabio Del Frate, Leila Guerriero, Giovanni Schiavon, Jean Bouchat:
Physics-Based ML and Polarimetric SAR for Soil Moisture Retrieval. IGARSS 2023: 1930-1933 - [c111]Josiane Mothe, Valentina Ciaccio, Fabio Del Frate, Davide De Santis, Mihai Ivanovici, Johan Leduc, Daniela Necsoi, Aude Nzeh Ndong, Nathalie Neptune, Marco Recchioni, Zia Ullah, Giovanni Schiavon, Federica Bassini, Mihaela Voinea:
Education and Research Projects for Preparing Young Researchers for Future Career in Earth Observation. IGARSS 2023: 2309-2312 - [c110]Davide De Santis, Sarathchandrakumar Thottuchirayil Sasidharan, Fabio Del Frate, Gabriele Curci, Francesca Barnaba, Luca Di Liberto, Cristiana Bassani, Enrico Giuseppe Cadau, Stefano Casadio, Giorgio Licciardi:
The 'Primary' Project: Air Quality Monitoring at Urban Scale with Prisma Hyperspectral Data. IGARSS 2023: 2576-2579 - [c109]Valeria La Pegna, Fabio Del Frate, Davide De Santis, Roberto Dragone, Gerardo Grasso, Daniela Zane, Giorgio Licciardi, Patrizia Sacco, Deodato Tapete:
The Econet Project: AI Based Satellite and Ground Sensor Analysis for Surface Waters Protection. IGARSS 2023: 2580-2583 - [c108]Ilaria Petracca, Daniele Latini, Stefania Bonafoni, Fabio Del Frate, Marco Di Giacomo, Fabrizio Niro, Stefano Casadio, Giovanni Schiavon:
Use of Unmanned Aerial System for the Characterization of the Surface Reflectance Distribution Function. IGARSS 2023: 4796-4799 - [c107]Daniele Latini, Chiara Clementini, Davide De Santis, Fabio Del Frate, Valerio Gagliardi, Luca Bianchini Campoli, Fabrizio D'Amico, Andrea Benedetto, Margherita Fiani, Alessandro Di Benedetto, Pietro Leandri, Nicholas Fiorentini:
A Concurrent Approach for Infrastructure Monitoring and Risks Prevention Using Space, Aerial and Ground Measurements. IGARSS 2023: 6334-6337 - [c106]Octavian Mihai Machidon, Andraz Krasovec, Alina L. Machidon, Veljko Pejovic, Daniele Latini, Sarathchandrakumar Thottuchirayil Sasidharan, Fabio Del Frate:
AgriAdapt: Towards Resource-Efficient UAV Weed Detection using Adaptable Deep Learning. NET4us@MobiCom 2023: 193-200 - [i2]Devis Tuia, Konrad Schindler, Begüm Demir, Gustau Camps-Valls, Xiao Xiang Zhu, Mrinalini Kochupillai, Saso Dzeroski, Jan N. van Rijn, Holger H. Hoos, Fabio Del Frate, Mihai Datcu, Jorge-Arnulfo Quiané-Ruiz, Volker Markl, Bertrand Le Saux, Rochelle Schneider:
Artificial intelligence to advance Earth observation: a perspective. CoRR abs/2305.08413 (2023) - 2022
- [j37]Davide De Santis, Fabio Del Frate, Giovanni Schiavon:
Analysis of Climate Change Effects on Surface Temperature in Central-Italy Lakes Using Satellite Data Time-Series. Remote. Sens. 14(1): 117 (2022) - [j36]Giorgia Guerrisi, Fabio Del Frate, Giovanni Schiavon:
Satellite On-Board Change Detection via Auto-Associative Neural Networks. Remote. Sens. 14(12): 2735 (2022) - [c105]Stefano Federico, Rosa Claudia Torcasio, Alessandra Mascitelli, Fabio Del Frate, Stefano Dietrich:
Preliminary Results of the AEROMET Project on the Assimilation of the Rain-Rate from Satellite Observations. ICCSA (Workshops 4) 2022: 527-539 - [c104]Giorgia Guerrisi, Fabio Del Frate, Giovanni Schiavon:
Convolutional Autoencoder Algorithm for On-Board Image Compression. IGARSS 2022: 151-154 - [c103]Lorenzo Giuliano Papale, Fabio Del Frate, Leila Guerriero, Giovanni Schiavon:
A Physics-Based ML Approach for Corn Plant Height Estimation with Simulated Sar Data. IGARSS 2022: 4159-4162 - [c102]Matteo Picchiani, Stefano Corradini, Lorenzo Guerrieri, Ilaria Petracca, Davide De Santis, Fred Prata, Luca Merucci, Dario Stelitano, Giorgia Salvucci, Fabio Del Frate:
A Combination of Radiative Transfer Model Simulation and Neural Network Modeling for the Retrieval of Volcanic Ash Parameters by Means of Copernicus Sentinel-3/SLSTR Data. IGARSS 2022: 7157-7160 - [c101]Ilaria Petracca, Davide De Santis, Stefano Corradini, Lorenzo Guerrieri, Matteo Picchiani, Luca Merucci, Dario Stelitano, Fabio Del Frate, Fred Prata, Giorgia Salvucci, Giovanni Schiavon:
A Neural Networks Approach for Volcanic Ash Detection in the 2019 Raikoke Eruption Using S3-SLSTR Data. IGARSS 2022: 7344-7347 - 2021
- [j35]Leonardo De Laurentiis, Cathleen E. Jones, Benjamin Holt, Giovanni Schiavon, Fabio Del Frate:
Deep Learning for Mineral and Biogenic Oil Slick Classification With Airborne Synthetic Aperture Radar Data. IEEE Trans. Geosci. Remote. Sens. 59(10): 8455-8469 (2021) - [c100]Leonardo De Laurentiis, Davide De Santis, Daniele Latini, Giovanni Schiavon, Alessandro Marin, Gaetano Pace, Kevin Rossini, Cesare Rossi, Stefano Marra, Sveinung Loekken, Fabio Del Frate:
A New User Oriented Platform to Develop AI for the Estimation of Bio-Geophysical Parameters from EO Data. IGARSS 2021: 262-265 - [c99]Leonardo De Laurentiis, Daniele Latini, Giovanni Schiavon, Fabio Del Frate:
Integration of IEM_B, ISMN and Sar Sentinel-1 Data for Accurate Soil Moisture Estimation Using Neural Networks. IGARSS 2021: 1272-1275 - [c98]Chiara Clementini, Fabio Del Frate, Daniele Latini, Giovanni Schiavon:
Towards an Integrate Solution Fusing Satellite and In-Situ Measurements for a Full-Assessment of Transport Infrastructures. IGARSS 2021: 6968-6971 - [c97]Daniele Latini, Ilaria Petracca, Giovanni Schiavon, Fabrizio Niro, Stefano Casadio, Fabio Del Frate:
UAV-Based Observations for Surface BRDF Characterization. IGARSS 2021: 8193-8196 - [c96]Ilaria Petracca, Davide De Santis, Stefano Corradini, Lorenzo Guerrieri, Matteo Picchiani, Luca Merucci, Dario Stelitano, Fabio Del Frate, Fred Prata, Giovanni Schiavon:
The 2019 Raikoke Eruption: ASH Detection and Retrievals Using S3-SLSTR Data. IGARSS 2021: 8428-8431 - [c95]Davide De Santis, Ilaria Petracca, Stefano Corradini, Lorenzo Guerrieri, Matteo Picchiani, Luca Merucci, Dario Stelitano, Fabio Del Frate, Fred Prata, Giovanni Schiavon:
Volcanic SO2 Near-Real Time Retrieval Using Tropomi Data and Neural Networks: The December 2018 Etna Test Case. IGARSS 2021: 8480-8483 - 2020
- [j34]Luca Fasano, Daniele Latini, Alina Machidon, Chiara Clementini, Giovanni Schiavon, Fabio Del Frate:
SAR Data Fusion Using Nonlinear Principal Component Analysis. IEEE Geosci. Remote. Sens. Lett. 17(9): 1543-1547 (2020) - [j33]Alina L. Machidon, Fabio Del Frate, Matteo Picchiani, Octavian Mihai Machidon, Petre L. Ogrutan:
Geometrical Approximated Principal Component Analysis for Hyperspectral Image Analysis. Remote. Sens. 12(11): 1698 (2020) - [j32]Chiara Clementini, Andrea Pomente, Daniele Latini, Hideki Kanamaru, Maria Raffaella Vuolo, Ana Heureux, Mariko Fujisawa, Giovanni Schiavon, Fabio Del Frate:
Long-Term Grass Biomass Estimation of Pastures from Satellite Data. Remote. Sens. 12(13): 2160 (2020) - [c94]Leonardo De Laurentiis, Daniele Latini, Giovanni Schiavon, Fabio Del Frate:
Multi-Pol Sar Data Fusion for Coastline Extraction by Neural Networks Chaining. IGARSS 2020: 2085-2088
2010 – 2019
- 2019
- [c93]Alessia Benedetti, Matteo Picchiani, Daniele Latini, Fabio Del Frate, Giovanni Schiavon:
COSMO-SkyMed for Unsupervised Urban Change Detection using Radar Backscattering and Interferometric Coherence. IGARSS 2019: 485-488 - [c92]Davide De Santis, Gabriele Beccari, Fabio Del Frate, Luisa Corrado, Germana Corrado, Giovanni Schiavon:
Automated Burned Area Detection and Violation Monitoring Using Landsat-TM and VHR Data: An Engineering And Economic Study To Analyse Local Governance Performance In Sardinia (Italy). IGARSS 2019: 4375-4378 - [i1]Leonardo De Laurentiis, Andrea Pomente, Fabio Del Frate, Giovanni Schiavon:
Capsule and convolutional neural network-based SAR ship classification in Sentinel-1 data. CoRR abs/1910.05401 (2019) - 2018
- [j31]Christian Feigenwinter, Roland Vogt, Eberhard Parlow, Fredrik Lindberg, Mattia Marconcini, Fabio Del Frate, Nektarios Chrysoulakis:
Spatial Distribution of Sensible and Latent Heat Flux in the City of Basel (Switzerland). IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(8): 2717-2723 (2018) - [c91]Alessia Benedetti, Matteo Picchiani, Fabio Del Frate:
Sentinel-1 and Sentinel-2 Data Fusion for Urban Change Detection. IGARSS 2018: 1962-1965 - [c90]Chiara Clementini, Fabio Del Frate, Andrea Pomente, Giorgia Salvucci, Felix Teillard, Hideki Kanamaru, Mariko Fujisawa, Anne Mottet, Ana Heureux:
Grass Biomass Estimation on Zambian Pastures for Future Climate Change Effects Mitigation and Adaptation Using Satellite Imagery and Neural Network Technique. IGARSS 2018: 2984-2987 - [c89]Matteo Picchiani, Fabio Del Frate, Massimiliano Sist:
A Neural Network Sea-Ice Cloud Classification Algorithm for Copernicus Sentinel-3 Sea and Land Surface Temperature Radiometer. IGARSS 2018: 3015-3018 - [c88]Andrea Pomente, Matteo Picchiani, Fabio Del Frate:
Sentinel-2 Change Detection Based on Deep Features. IGARSS 2018: 6859-6862 - 2017
- [c87]Fabio Del Frate, Josiane Mothe, C. Barbier, Matthias Becker, Robert Olszewski, Dimitrios Soudris:
FabSpace 2.0: The open-innovation network for geodata-driven innovation. IGARSS 2017: 353-356 - [c86]Miguel Penalver, Fabio Del Frate, Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio J. Plaza:
Onboard payload-data dimensionality reduction. IGARSS 2017: 783-786 - [c85]Fabio Del Frate, Daniele Latini, Valentina Scappiti:
On neural networks algorithms for oil spill detection when applied to C- and X-band SAR. IGARSS 2017: 5249-5251 - [c84]Nektarios Chrysoulakis, Mattia Marconcini, Jean-Philippe Gastellu-Etchegorry, C. S. B. Grimmond, Christian Feigenwinter, Fredrik Lindberg, Fabio Del Frate, Judith Klostermann, Zina Mitraka, Thomas Esch, Lucas Landier, Andy Gabey, Eberhard Parlow, Frans Olofson:
ANthropogenic heat FLUX estimation from Space. JURSE 2017: 1-4 - [c83]Christian Feigenwinter, Eberhard Parlow, Roland Vogt, Michael Schmutz, Nektarios Chrysoulakis, Fredrik Lindberg, Mattia Marconcini, Fabio Del Frate:
Spatial distribution of sensible and latent heat flux in the URBANFLUXES case study city Basel (Switzerland). JURSE 2017: 1-4 - [c82]Mattia Marconcini, Wieke Heldens, Fabio Del Frate, Daniele Latini, Zina Mitraka, Fredrik Lindberg:
EO-based products in support of urban heat fluxes estimation. JURSE 2017: 1-4 - 2016
- [j30]Zina Mitraka, Georgia Doxani, Fabio Del Frate, Nektarios Chrysoulakis:
Uncertainty Estimation of Local-Scale Land Surface Temperature Products Over Urban Areas Using Monte Carlo Simulations. IEEE Geosci. Remote. Sens. Lett. 13(7): 917-921 (2016) - [j29]Zina Mitraka, Fabio Del Frate, Francesco Carbone:
Nonlinear Spectral Unmixing of Landsat Imagery for Urban Surface Cover Mapping. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(7): 3340-3350 (2016) - [j28]José A. Sobrino, Fabio Del Frate, Matthias Drusch, Juan C. Jiménez-Muñoz, Paolo Manunta, Amanda Regan:
Review of Thermal Infrared Applications and Requirements for Future High-Resolution Sensors. IEEE Trans. Geosci. Remote. Sens. 54(5): 2963-2972 (2016) - [c81]Francesco Carbone, Alessandro Coletta, Giuseppe Francesco De Luca, Fabio Del Frate, Luca Fasano, Giovanni Schiavon:
Automatic generation of frequently updated land cover products at national level using COSMO-SkyMed SAR imagery. IGARSS 2016: 3406-3409 - [c80]Nektarios Chrysoulakis, Wieke Heldens, Jean-Philippe Gastellu-Etchegorry, Sue Grimmond, Christian Feigenwinter, Fredrik Lindberg, Fabio Del Frate, Judith Klostermann, Zina Mitraka, Thomas Esch, Ahmad Al Bitar, Andrew Gabey, Eberhard Parlow, Frans Olofson:
A novel approach for anthropogenic heat flux estimation from space. IGARSS 2016: 6774-6777 - [c79]Zina Mitraka, Fabio Del Frate, Giovanni Schiavon:
Mapping the urban surface in a sub-pixel level with multispectral high resolution satellite imagery. IGARSS 2016: 7014-7017 - [c78]Fabio Del Frate, Matteo Picchiani, Alessia Falasco, Giovanni Schiavon:
Contextual descriptors and neural networks for scene analysis in VHR SAR images. SAR 2016: 1000304 - 2015
- [j27]Alireza Taravat, Fabio Del Frate, Cristina Cornaro, Stefania Vergari:
Neural Networks and Support Vector Machine Algorithms for Automatic Cloud Classification of Whole-Sky Ground-Based Images. IEEE Geosci. Remote. Sens. Lett. 12(3): 666-670 (2015) - [j26]Alireza Taravat, Simon Richard Proud, Simone Peronaci, Fabio Del Frate, Natascha Oppelt:
Multilayer Perceptron Neural Networks Model for Meteosat Second Generation SEVIRI Daytime Cloud Masking. Remote. Sens. 7(2): 1529-1539 (2015) - [j25]Zina Mitraka, Nektarios Chrysoulakis, Georgia Doxani, Fabio Del Frate, Michael Berger:
Urban Surface Temperature Time Series Estimation at the Local Scale by Spatial-Spectral Unmixing of Satellite Observations. Remote. Sens. 7(4): 4139-4156 (2015) - [c77]Zina Mitraka, Fabio Del Frate:
Non-linear spectral mixture analysis of Landsat imagery by means of neural networks. IGARSS 2015: 1765-1768 - [c76]Alireza Taravat, Simone Peronaci, Massimiliano Sist, Fabio Del Frate, Natascha Oppelt:
The combination of band ratioing techniques and neural networks algorithms for MSG SEVIRI and Landsat ETM+ cloud masking. IGARSS 2015: 2315-2318 - [c75]Matteo Picchiani, Marco Chini, Luca Merucci, Stefano Corradini, Alessandro Piscini, Fabio Del Frate:
Automatic monitoring of ash and meteorological clouds by Neural Networks. IGARSS 2015: 4805-4808 - [c74]Zina Mitraka, Fabio Del Frate, Francesco Carbone:
Spectral unmixing of urban Landsat imagery by means of neural networks. JURSE 2015: 1-4 - [c73]Zina Mitraka, Fabio Del Frate, Nektarios Chrysoulakis, Jean-Philippe Gastellu-Etchegorry:
Exploiting Earth Observation data products for mapping Local Climate Zones. JURSE 2015: 1-4 - 2014
- [j24]Giorgio Licciardi, Ruggero Giuseppe Avezzano, Fabio Del Frate, Giovanni Schiavon, Jocelyn Chanussot:
A novel approach to polarimetric SAR data processing based on Nonlinear PCA. Pattern Recognit. 47(5): 1953-1967 (2014) - [j23]Alireza Taravat, Daniele Latini, Fabio Del Frate:
Fully Automatic Dark-Spot Detection From SAR Imagery With the Combination of Nonadaptive Weibull Multiplicative Model and Pulse-Coupled Neural Networks. IEEE Trans. Geosci. Remote. Sens. 52(5): 2427-2435 (2014) - [c72]Ruggero Giuseppe Avezzano, Gaia Vaglio Laurin, Valentina Bacciu, Fabio Covello, Maria Virelli, Fabio Del Frate, Giovanni Schiavon, Riccardo Valentini:
Use of COSMO-SkyMed constellation for monitoring the post-fire vegetation regrowth: The Capo Figari case study. IGARSS 2014: 1073-1076 - [c71]Fabio Del Frate, Daniele Latini, Matteo Picchiani, Giovanni Schiavon, Cristina Vittucci:
A neural network architecture combining VHR SAR and multispectral data for precision farming in viticulture. IGARSS 2014: 1508-1511 - [c70]Daniele Latini, Fabio Del Frate, Cathleen E. Jones:
Oil spill analysis by means of full polarimetric UAVSAR (L-band) and Radarsat-2 (C-band) products acquired during Deepwater Horizon Disaster. SAR 2014: 92430S - [c69]Alessandro Piscini, Elisa Carboni, Fabio Del Frate, Roy G. Grainger:
A neural network approach for simultaneous retrieval of volcanic SO2 and plume height using hyperspectral measurements. WHISPERS 2014: 1-4 - 2013
- [j22]Gaia Vaglio Laurin, Veraldo Liesenberg, Qi Chen, Leila Guerriero, Fabio Del Frate, Antonio Bartolini, David Coomes, Beccy Wilebore, Jeremy A. Lindsell, Riccardo Valentini:
Optical and SAR sensor synergies for forest and land cover mapping in a tropical site in West Africa. Int. J. Appl. Earth Obs. Geoinformation 21: 7-16 (2013) - [j21]Antonio Di Noia, Pasquale Sellitto, Fabio Del Frate, Marco Cervino, Marco Iarlori, Vincenzo Rizi:
Tropospheric ozone column retrieval from OMI data by means of neural networks: a validation exercise with ozone soundings over Europe. EURASIP J. Adv. Signal Process. 2013: 21 (2013) - [j20]Chiara Pratola, Fabio Del Frate, Giovanni Schiavon, Domenico Solimini:
Toward Fully Automatic Detection of Changes in Suburban Areas From VHR SAR Images by Combining Multiple Neural-Network Models. IEEE Trans. Geosci. Remote. Sens. 51(4-1): 2055-2066 (2013) - [c68]Fabio Del Frate, Pierre-Philippe Mathieu, Valborg Byfield, Chris Banks, Malcolm Dobson, Matteo Picchiani, Vinca Rosmorduc:
The ESA learneo! Project for stimulating Earth Observation Education. IGARSS 2013: 1-4 - [c67]Ruggero Giuseppe Avezzano, Giorgio Licciardi, Fabio Del Frate, Giovanni Schiavon, Jocelyn Chanussot:
Nonlinear PCA based polarimetric decomposition. IGARSS 2013: 3006-3009 - [c66]Ruggero Giuseppe Avezzano, Fabio Del Frate, Giovanni Schiavon:
Combining polarimetric and contextual information using autoassociative neural networks. SAR 2013: 88910J - [c65]Fabio Del Frate, Daniele Latini, Alireza Taravat, Cathleen E. Jones:
A novel multi-band SAR data technique for fully automatic oil spill detection in the ocean. SAR 2013: 889105 - 2012
- [j19]Alireza Taravat, Fabio Del Frate:
Development of band ratioing algorithms and neural networks to detection of oil spills using Landsat ETM+ data. EURASIP J. Adv. Signal Process. 2012: 107 (2012) - [j18]Matteo Picchiani, Fabio Del Frate, Giovanni Schiavon, Salvatore Stramondo:
Features extraction from SAR interferograms for tectonic applications. EURASIP J. Adv. Signal Process. 2012: 155 (2012) - [j17]Pasquale Sellitto, Fabio Del Frate, Domenico Solimini, Stefano Casadio:
Tropospheric Ozone Column Retrieval From ESA-Envisat SCIAMACHY Nadir UV/VIS Radiance Measurements by Means of a Neural Network Algorithm. IEEE Trans. Geosci. Remote. Sens. 50(3): 998-1011 (2012) - [c64]Matteo Picchiani, Marco Chini, Fabio Del Frate, Salvatore Stramondo, Giovanni Schiavon:
Retrieval of fault parameters of October 23, 2011 Eastern Turkey eartquake obtained by Neural Network. IGARSS 2012: 2998-3001 - [c63]Giorgio Licciardi, Chiara Pratola, Fabio Del Frate, Giovanni Schiavon, Domenico Solimini:
Fusion of Radarsat-2 and cosmo-skymed polarimetric images to improve land cover classification. IGARSS 2012: 4978-4981 - [c62]Gaia Vaglio Laurin, Fabio Del Frate, Luca Pasolli, Claudia Notarnicola:
Forest/vegetation types discrimination in an alpine area using RADARSAT2 and ALOS PALSAR polarimetric data and Neural Networks. IGARSS 2012: 5340-5343 - [c61]Francesco Nirchio, Fabrizio Berizzi, Fabio Del Frate, Angelo Freni, Maurizio Migliaccio, Francesco Palazzo, Stefano Zecchetto:
Preliminary results of Cosmo-SkyMed announcement of opportunity projects about marine monitoring. IGARSS 2012: 5518-5521 - [c60]Miguel Penalver, Chiara Pratola, Irene Fabrini, Fabio Del Frate, Giovanni Schiavon, Domenico Solimini:
Classification of PingPong COSMO-SkyMed imagery using supervised and unsupervised neural network algorithms. IGARSS 2012: 5888-5891 - [c59]Daniele Latini, Fabio Del Frate, Francesco Palazzo, Andrea Minchella:
Coastline extraction from SAR COSMO-SkyMed data using a new neural network algorithm. IGARSS 2012: 5975-5977 - [c58]Chiara Pratola, Giorgio Licciardi, Fabio Del Frate, Giovanni Schiavon, Domenico Solimini:
Fusion of VHR multispectral and X-band SAR data for the enhancement of vegetation maps. IGARSS 2012: 6793-6796 - [c57]Matteo Picchiani, Fabio Del Frate, Alessandro Piscini, Marco Chini, Stefano Corradini, Luca Merucci, Salvatore Stramondo:
Associative memory techniques for the exploitation of remote sensing data in the monitoring of volcanic events. IGARSS 2012: 7298-7301 - [c56]Ruggero Giuseppe Avezzano, Fabio Del Frate, Daniele Latini:
Fully automatic oil spill detection from COSMO-SkyMed imagery using a neural network approach. SAR 2012: 85360T - [c55]Fabio Del Frate, Daniele Latini, Andrea Minchella, Francesco Palazzo:
A new automatic technique for coastline extraction from SAR images. SAR 2012: 85360R - [c54]Giorgio Licciardi, Ruggero Giuseppe Avezzano, Fabio Del Frate, Giovanni Schiavon, Jocelyn Chanussot:
Polarimetric sar target decomposition based on nonlinear decorrelation. TyWRRS 2012: 283-287 - 2011
- [j16]Michele Lazzarini, Fabio Del Frate, Giulio Ceriola:
Automatic Generation of Building Temperature Maps From Hyperspectral Data. IEEE Geosci. Remote. Sens. Lett. 8(2): 303-307 (2011) - [j15]Salvatore Stramondo, Fabio Del Frate, Matteo Picchiani, Giovanni Schiavon:
Seismic Source Quantitative Parameters Retrieval From InSAR Data and Neural Networks. IEEE Trans. Geosci. Remote. Sens. 49(1-1): 96-104 (2011) - [j14]Giorgio Licciardi, Fabio Del Frate:
Pixel Unmixing in Hyperspectral Data by Means of Neural Networks. IEEE Trans. Geosci. Remote. Sens. 49(11): 4163-4172 (2011) - [c53]Riccardo Rossi, Roberto Basili, Fabio Del Frate, Matteo Luciani, Francesco Mesiano:
Techniques based on Support Vector Machines for cloud detection on QuickBird satellite imagery. IGARSS 2011: 515-518 - [c52]Luca Pasolli, Claudia Notarnicola, Lorenzo Bruzzone, Giacomo Bertoldi, Georg Niedrist, Ulrike Tappeiner, Marc Zebisch, Fabio Del Frate, Gaia Vaglio Laurin:
Spatial and temporal mapping of soil moisture content with polarimetric RADARSAT 2 SAR imagery in the Alpine area. IGARSS 2011: 1067-1070 - [c51]Matteo Picchiani, Marco Chini, Stefano Corradini, Luca Merucci, Pasquale Sellitto, Fabio Del Frate, Alessandro Piscini, Salvatore Stramondo:
Volcanic ash retrieval from IR multispectral measurements by means of neural networks: An analysis of the Eyjafjallajokull eruption. IGARSS 2011: 3546-3549 - [c50]Fabio Del Frate, Chiara Pratola, Giovanni Schiavon, Domenico Solimini:
Automatic features extraction in sub-urban landscape using very high resolution Cosmo-Skymed SAR images. IGARSS 2011: 3614-3617 - [c49]Chiara Pratola, Fabio Del Frate, Giovanni Schiavon, Domenico Solimini, Giorgio Licciardi:
Characterizing land cover from X-band COSMO-SkyMed images by neural networks. JURSE 2011: 49-52 - [c48]Fabio Del Frate, Andrea Giacomini, Daniele Latini, Domenico Solimini, William J. Emery:
The Gulf of Mexico oil rig accident: analysis by different SAR satellite images. SAR 2011: 81790F - [c47]Matteo Picchiani, Fabio Del Frate, Giovanni Schiavon, Salvatore Stramondo, Marco Chini, Christian Bignami:
Neural Networks for automatic seismic source analysis from DInSAR data. SAR 2011: 81790K - [c46]Luca Pasolli, Claudia Notarnicola, Lorenzo Bruzzone, Giacomo Bertoldi, Georg Niedrist, Ulrike Tappeiner, Marc Zebisch, Fabio Del Frate, Gaia Vaglio Laurin:
Comparison of L and C band polarimetric SAR data for the retrieval of soil moisture in the Alps. SAR 2011: 817903 - [c45]Ruggero Giuseppe Avezzano, Domenico Velotto, Matteo Soccorsi, Fabio Del Frate, Susanne Lehner:
Neural networks for oil spill detection using TerraSAR-X data. SAR 2011: 817911 - 2010
- [j13]Fabio Pacifici, Fabio Del Frate:
Automatic Change Detection in Very High Resolution Images With Pulse-Coupled Neural Networks. IEEE Geosci. Remote. Sens. Lett. 7(1): 58-62 (2010) - [c44]Michele Lazzarini, Jian Guo Liu, Fabio Del Frate:
Hyperspectral image enhancement using thermal bands: A methodology to remove building shadows. IGARSS 2010: 189-192 - [c43]Chiara Pratola, Marco Del Greco, Fabio Del Frate, Giovanni Schiavon, Domenico Solimini:
Towards fully automatic generation of land cover maps from polarimetric and metric-resolution SAR data. IGARSS 2010: 3102-3105 - [c42]Giorgio Licciardi, Fabio Del Frate, Giovanni Schiavon, Domenico Solimini:
Dimensionality reduction of hyperspectral data: Assessing the performance of Autoassociative Neural Networks. IGARSS 2010: 4377-4380 - [c41]Fabio Del Frate, Matteo Picchiani, Giovanni Schiavon, Salvatore Stramondo:
Neural networks and SAR interferometry for the characterization of seismic events. SAR 2010: 78290J - [c40]Luca Pasolli, Claudia Notarnicola, Lorenzo Bruzzone, Giacomo Bertoldi, Georg Niedrist, U. Tappainer, Marc Zebisch, Fabio Del Frate, Gaia Vaglio Laurin:
Analysis of polarimetric RADARSAT2 images for soil moisture retrieval in an alpine catchment. SAR 2010: 78290C - [c39]Fabio Del Frate, Daniele Latini, Chiara Pratola:
Automatic object extraction from VHR satellite SAR images using pulse coupled neural networks. SAR 2010: 782905 - [c38]Fabio Del Frate, Domenico Loschiavo, Chiara Pratola, Giovanni Schiavon, Domenico Solimini:
Sub-urban landscape characterization by very high-resolution X-band COSMO-Skymed SAR images: first results. SAR 2010: 782908 - [c37]Giorgio Licciardi, Fabio Del Frate:
A neural network approach for pixel unmixing in hyperspectral data. WHISPERS 2010: 1-4 - [c36]Prashanth Reddy Marpu, Giorgio Licciardi, Paolo Gamba, Fabio Del Frate:
Comparison of advanced neural network architectures for hyperspectral data classification. WHISPERS 2010: 1-4
2000 – 2009
- 2009
- [c35]Giorgio Licciardi, Chiara Pratola, Fabio Del Frate:
Completely Automatic Classification of Satellite Multi-spectral Imagery for the Production of Land Cover Maps. IGARSS (4) 2009: 109-112 - [c34]Giorgio Licciardi, Riccardo Duca, Fabio Del Frate:
Feature Reduction of Hyperspectral Data using Autoassociative Neural Networks Algorithms. IGARSS (1) 2009: 176-179 - [c33]Salvatore Stramondo, Fabio Del Frate, Matteo Picchiani, Giovanni Schiavon:
Use of Neural Networks and SAR Interferometry for the Automatic Retrieval of Tectonic Parameters. IGARSS (3) 2009: 220-223 - [c32]Fabio Del Frate, Giorgio Licciardi, Fabio Pacifici, Chiara Pratola, Domenico Solimini:
Pulse Coupled Neural Network for Automatic Features Extraction from COSMO-Skymed and TerraSAR-X Imagery. IGARSS (3) 2009: 384-387 - [c31]Fabio Del Frate, Giorgio Licciardi, Riccardo Duca:
Autoassociative neural networks for features reduction of hyperspectral data. WHISPERS 2009: 1-4 - 2008
- [j12]Fabio Pacifici, Fabio Del Frate, William J. Emery, Paolo Gamba, Jocelyn Chanussot:
Urban Mapping Using Coarse SAR and Optical Data: Outcome of the 2007 GRSS Data Fusion Contest. IEEE Geosci. Remote. Sens. Lett. 5(3): 331-335 (2008) - [j11]Fabio Del Frate, Fabio Pacifici, Domenico Solimini:
Monitoring Urban Land Cover in Rome, Italy, and Its Changes by Single-Polarization Multitemporal SAR Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 1(2): 87-97 (2008) - [j10]Marco Chini, Fabio Pacifici, William J. Emery, Nazzareno Pierdicca, Fabio Del Frate:
Comparing Statistical and Neural Network Methods Applied to Very High Resolution Satellite Images Showing Changes in Man-Made Structures at Rocky Flats. IEEE Trans. Geosci. Remote. Sens. 46(6): 1812-1821 (2008) - [j9]Riccardo Duca, Fabio Del Frate:
Hyperspectral and Multiangle CHRIS-PROBA Images for the Generation of Land Cover Maps. IEEE Trans. Geosci. Remote. Sens. 46(10): 2857-2866 (2008) - [c30]Emanuele Angiuli, Fabio Del Frate, Alessandra Monerris:
Application of Neural Networks to Soil Moisture Retrievals from L-Band Radiometric Data. IGARSS (2) 2008: 61-64 - [c29]Devis Tuia, Frédéric Ratle, Fabio Pacifici, Alexei Pozdnoukhov, Mikhail F. Kanevski, Fabio Del Frate, Domenico Solimini, William J. Emery:
Active Learning of Very-High Resolution Optical Imagery with SVM: Entropy vs Margin Sampling. IGARSS (4) 2008: 73-76 - [c28]Pasquale Sellitto, Fabio Del Frate, Domenico Solimini, Christian Retscher, Bojan Bojkov, Pawan K. Bhartia:
Neural Network Algorithms for Ozone Profile Retrieval from ESA-Envisat SCIAMACHY and NASA-Aura OMI Satellite Data. IGARSS (3) 2008: 170-173 - [c27]Pasquale Sellitto, Fabio Del Frate, Domenico Solimini:
Joint Temperature and Nitrogen Dioxide Vertical Profiles from UV/VIS Satellite Data for Air Pollution Monitoring from Space. IGARSS (3) 2008: 174-177 - [c26]Alessandro Burini, Cosimo Putignano, Fabio Del Frate, Giorgio Licciardi, Chiara Pratola, Giovanni Schiavon, Domenico Solimini:
TerraSAR-X/SPOT-5 Fused Images for Supervised Land Cover Classification. IGARSS (5) 2008: 373-376 - [c25]Fabio Del Frate, Giovanni Schiavon, Salvatore Stramondo:
Automatic Retrieval of Tectonic Parameters with Neural Networks and Sar Interferometry: An Assessment with Experimental Data. IGARSS (3) 2008: 534-537 - [c24]Emanuele Angiuli, Fabio Del Frate, Barbara Polsinelli, Domenico Solimini:
Towards Complex-Valued Neural Algorithms for Forest Parameters Estimation from Polinsar Data. IGARSS (2) 2008: 641-644 - [c23]Alessandro Burini, Cosimo Putignano, Fabio Del Frate, Michele Lazzarini, Giorgio Licciardi, Giovanni Schiavon, Domenico Solimini, Francesco De Biasi, Paolo Manunta:
TerraSAR-X Imaging for Unsepervised Land Cover Classification and Fire Mapping. IGARSS (3) 2008: 660-663 - [c22]Giorgio Licciardi, Cosimo Putignano, Fabio Del Frate, Chiara Pratola:
Tasseled Tap Transformation and Neural Networks for the Design of an Optimum Image Classification Algorithm using Multispectral Data. IGARSS (4) 2008: 723-726 - [c21]Roberto Basili, Fabio Del Frate, Matteo Luciani, Francesco Mesiano, Fabio Pacifici, Riccardo Rossi:
A Comparative Analysis of Kernel-Based Methods for the Classification of Land Cover Maps in Satellite Imagery. IGARSS (4) 2008: 735-738 - [c20]Riccardo Duca, Fabio Del Frate, Ferran Gascon Roca:
From Multi-Spectral to Hyper-Spectral Imagery: a Quantitative Analysis of the Improvements in Terms of Land Cover Classification. IGARSS (4) 2008: 770-773 - 2007
- [j8]Fabio Del Frate, Fabio Pacifici, Giovanni Schiavon, Chiara Solimini:
Use of Neural Networks for Automatic Classification From High-Resolution Images. IEEE Trans. Geosci. Remote. Sens. 45(4): 800-809 (2007) - [j7]Fabio Pacifici, Fabio Del Frate, Chiara Solimini, William J. Emery:
An Innovative Neural-Net Method to Detect Temporal Changes in High-Resolution Optical Satellite Imagery. IEEE Trans. Geosci. Remote. Sens. 45(9): 2940-2952 (2007) - [c19]Pasquale Sellitto, Alessandro Burini, Fabio Del Frate, Domenico Solimini, Stefano Casadio:
Dedicated neural networks algorithms for direct estimation of tropospheric ozone from satellite measurements. IGARSS 2007: 1685-1688 - [c18]Fabio Pacifici, Fabio Del Frate, Domenico Solimini, Alessandro Burini:
Urban land cover classification: potential of high and very-high resolution SAR imagery. IGARSS 2007: 1982-1985 - [c17]Fabio Pacifici, Fabio Del Frate, Chiara Solimini, William J. Emery:
A robust neural network design for detecting changes from multispectral satellite imagery. IGARSS 2007: 2378-2381 - [c16]Emanuele Angiuli, Fabio Del Frate, Andrea Della Vecchia, Marco Lavalle, Domenico Solimini, Giorgio Licciardi:
Inversion algorithms comparison using L-band simulated polarimetric interferometric data for forest parameters estimation. IGARSS 2007: 2477-2480 - [c15]Fabio Del Frate, Riccardo Duca, Pasquale Sellitto, Domenico Solimini:
Use of CHRIS PROBA images for land use products. IGARSS 2007: 2804-2807 - [c14]Alessandro Burini, Cosimo Putignano, Fabio Del Frate, Marco Del Greco, Giovanni Schiavon, Domenico Solimini:
A neural approach to unsupervised classification of very-high resolution polarimetric SAR data. IGARSS 2007: 4164-4166 - 2006
- [c13]Alessandro Burini, Fabio Del Frate, Andrea Minchella, Giovanni Schiavon, Domenico Solimini, Remo Bianchi, Luigi Fusco, Ralf Horn:
Multi-temporal High-resolution Polarimetric L-band SAR Observation of a Wine-producing Landscape. IGARSS 2006: 501-503 - [c12]E. Bonci, Fabio Del Frate, Domenico Solimini:
Monitoring Urban Changes in Rome, Italy by Multi-Temporal ERS-SAR Images. IGARSS 2006: 2357-2360 - 2004
- [j6]Fabio Del Frate, Domenico Solimini:
On neural network algorithms for retrieving forest biomass from SAR data. IEEE Trans. Geosci. Remote. Sens. 42(1): 24-34 (2004) - [j5]Fabio Del Frate, Paolo Ferrazzoli, Leila Guerriero, Tazio Strozzi, Urs Wegmüller, Geoff Cookmartin, Shaun Quegan:
Wheat cycle monitoring using radar data and a neural network trained by a model. IEEE Trans. Geosci. Remote. Sens. 42(1): 35-44 (2004) - [c11]Fabio Del Frate, Giovanni Schiavon, Chiara Solimini:
Application of neural networks algorithms to QuickBird imagery for classification and change detection of urban areas. IGARSS 2004: 1091-1094 - [c10]Fabio Del Frate, Luca Salvatori:
Oil spill detection by means of neural networks algorithms: a sensitivity analysis. IGARSS 2004: 1370-1373 - [c9]Fabio Del Frate, Fabrizio Rossi, Giovanni Schiavon, Salvatore Stramondo:
Seismic source parameters from InSAR data trough neural networks [trough reads through]. IGARSS 2004: 2981-2984 - 2003
- [j4]Fabio Del Frate, Giovanni Schiavon, Domenico Solimini, Maurice Borgeaud, Dirk H. Hoekman, Martin A. M. Vissers:
Crop classification using multiconfiguration C-band SAR data. IEEE Trans. Geosci. Remote. Sens. 41(7): 1611-1619 (2003) - [c8]Fabio Del Frate, Domenico Solimini:
On the retrieval of forest biomass from SAR data by neural networks. IGARSS 2003: 1637-1638 - [c7]Giovanni Schiavon, Fabio Del Frate, Chiara Solimini:
High resolution multi-spectral analysis of urban areas with quickbird imagery and sinergy with ERS data. IGARSS 2003: 1972-1974 - [c6]Fabio Del Frate, Giovanni Schiavon, Domenico Solimini, Maurice Borgeaud, Dirk H. Hoekman, Martin A. M. Vissers:
On the potential of multi-polarization and multi-temporal C-band SAR data in classifying crops. IGARSS 2003: 2195-2196 - [c5]Giovanni Schiavon, Fabio Del Frate, D. D'Ottavio, Salvatore Stramondo:
Landslide identification by SAR interferometry: the Sarno case. IGARSS 2003: 2428-2429 - [c4]Fabio Del Frate, Paolo Ferrazzoli, Leila Guerriero, Tazio Strozzi, Urs Wegmüller, Geoff Cookmartin, Shaun Quegan:
Investigating the performance of radar configurations in crop monitoring. IGARSS 2003: 2860-2862 - 2002
- [j3]Fabio Del Frate, Alessandro Ortenzi, Stefano Casadio, Claus Zehner:
Application of neural algorithms for a real-time estimation of ozone profiles from GOME measurements. IEEE Trans. Geosci. Remote. Sens. 40(10): 2263-2270 (2002) - [c3]Fabio Del Frate, Paolo Ferrazzoli, Leila Guerriero, Tazio Strozzi, Urs Wegmüller, Geoff Cookmartin, Shaun Quegan:
Wheat cycle monitoring using radar data and a neural network trained by a model. IGARSS 2002: 481-483 - [c2]Fabio Del Frate, Giovanni Schiavon, Domenico Solimini, P. M. Simpson, E. C. Brand, C. L. Wrench:
Ground-based radiometric retrieval of cloud liquid. IGARSS 2002: 2820-2822 - 2000
- [j2]Fabio Del Frate, Andrea Petrocchi, Jürg Lichtenegger, Gianna Calabresi:
Neural networks for oil spill detection using ERS-SAR data. IEEE Trans. Geosci. Remote. Sens. 38(5): 2282-2287 (2000)
1990 – 1999
- 1999
- [j1]Fabio Del Frate, Giovanni Schiavon:
Nonlinear principal component analysis for the radiometric inversion of atmospheric profiles by using neural networks. IEEE Trans. Geosci. Remote. Sens. 37(5): 2335-2342 (1999) - 1995
- [c1]Fabio Del Frate, Praerit Garg, Aditya P. Mathur, Alberto Pasquini:
On the correlation between code coverage and software reliability. ISSRE 1995: 124-132
Coauthor Index
[c125] [c123] [c119] [c118] [c117] [j39] [j38] [c113] [c112] [c111] [c108] [j37] [j36] [c104] [c103] [c101] [j35] [c100] [c99] [c98] [c97] [c96] [c95] [j34] [j32] [c94] [c93] [c92] [i1] [c81] [c79] [c78] [j24] [c72] [c71] [j20] [c67] [c66] [j18] [c64] [c63] [c60] [c58] [c54] [j15] [c50] [c49] [c47] [c43] [c42] [c41] [c38] [c33] [c26] [c25] [c23] [j8] [c14] [c13] [c11] [c9] [j4] [c7] [c6] [c5] [c2] [j1]
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