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Kevin Alonso 0001

Kevin Alonso-González

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affiliation: DLR, Oberpfaffenhofen, Weßling, Germany
affiliation (former): Vicomtech-IK4, Department of Digital TV and Multimedia Services, San Sebastian, Spain

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Books and Theses

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2017
[b1]
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Kevin Alonso:
Heterogeneous Data Mining of Earth Observation Archives: Integration and Fusion of Images, Maps, and In-situ Data (Heterogenes Data-Mining von Archiven der Erdbeobachtung: Integration und Fusion von Bildern, Karten und In-situ-Daten). Technical University of Munich, Germany, 2017

Journal Articles

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2024
[j9]
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Miguel Pato, Jim Buffat, Kevin Alonso, Stefan Auer, Emiliano Carmona, Stefan W. Maier, Rupert Müller, Patrick Rademske, Uwe Rascher, Hanno Scharr:
Physics-Based Machine Learning Emulator of at-Sensor Radiances for Solar-Induced Fluorescence Retrieval in the O$_{2}$-A Absorption Band. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 18566-18576 (2024)
2022
[j8]
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Raquel De los Reyes, Rudolf Richter, Martin Bachmann, Kevin Alonso, Bringfried Pflug, Bruno Lafrance, Peter Reinartz:
Influence of the Solar Spectra Models on PACO Atmospheric Correction. Remote. Sens. 14(17): 4237 (2022)
2021
[j7]
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Viktoria Zekoll, Magdalena Main-Knorn, Kevin Alonso, Jérôme M. B. Louis, David Frantz, Rudolf Richter, Bringfried Pflug:
Erratum: Zekoll, F., et al. Comparison of Masking Algorithms for Sentinel-2 Imagery. Remote Sens. 13, 2021. Remote. Sens. 13(4): 539 (2021)
[j6]
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Daniele Cerra, Miguel Pato, Kevin Alonso, Claas Köhler, Mathias Schneider, Raquel de los Reyes, Emiliano Carmona, Rudolf Richter, Franz Kurz, Peter Reinartz, Rupert Müller:
DLR HySU - A Benchmark Dataset for Spectral Unmixing. Remote. Sens. 13(13): 2559 (2021)
[j5]
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Martin Bachmann, Kevin Alonso, Emiliano Carmona, Birgit Gerasch, Martin Habermeyer, Stefanie Holzwarth, Harald Krawczyk, Maximilian Langheinrich, David Marshall, Miguel Pato, Nicole Pinnel, Raquel De los Reyes, Mathias Schneider, Peter Schwind, Tobias Storch:
Analysis-Ready Data from Hyperspectral Sensors - The Design of the EnMAP CARD4L-SR Data Product. Remote. Sens. 13(22): 4536 (2021)
2019
[j4]
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Kevin Alonso, Martin Bachmann, Kara Burch, Emiliano Carmona, Daniele Cerra, Raquel De los Reyes, Daniele Dietrich, Uta Heiden, Andreas Hölderlin, Jack Ickes, Uwe Knodt, David Krutz, Heath Lester, Rupert Müller, Mary Pagnutti, Peter Reinartz, Rudolf Richter, Robert E. Ryan, Ilse Sebastian, Mirco Tegler:
Data Products, Quality and Validation of the DLR Earth Sensing Imaging Spectrometer (DESIS). Sensors 19(20): 4471 (2019)
2017
[j3]
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Kevin Alonso, Daniela Espinoza-Molina, Mihai Datcu:
Multilayer Architecture for Heterogeneous Geospatial Data Analytics: Querying and Understanding EO Archives. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(3): 791-801 (2017)
[j2]
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Kevin Alonso, Daniela Espinoza-Molina, Mihai Datcu:
Mining Multitemporal In Situ Heterogeneous Monitoring Information for the Assurance of Recorded Land Cover Changes. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(3): 877-887 (2017)
2015
[j1]
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Kevin Alonso, Mihai Datcu:
Accelerated Probabilistic Learning Concept for Mining Heterogeneous Earth Observation Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(7): 3356-3371 (2015)

Conference and Workshop Papers

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2024
[c22]
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Efrain Padilla-Zepeda, Kevin Alonso, Raquel De los Reyes, Deni Torres Román, Avi Putri Pertiwi:
A Deep Learning Approach for Imagery Masking of Spectral Sensors. IGARSS 2024: 8541-8546
2023
[c21]
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Daniele Cerra, Miguel Pato, Kevin Alonso, Claas Köhler, Mathias Schneider, Raquel De los Reyes, Emiliano Carmona, Rudolf Richter, Franz Kurz, Rupert Müller, Peter Reinartz:
Introducing DLR Hysu - A Benchmark Dataset for Spectral Unmixing. IGARSS 2023: 1008-1011
[c20]
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Emiliano Carmona, Kevin Alonso, Martin Bachmann, Simon Baur, Maximilian Brell, Sabine Chabrillat, Raquel De los Reyes, Sebastian Fischer, Birgit Gerasch, Luis Guanter, Stefanie Holzwarth, Harald Krawczyk, Maximilian Langheinrich, David Marshall, Miguel Pato, Mathias Schneider, Peter Schwind, Karl Segl, Helge Witt, Tobias Storch:
Calibration and Validation of the Hyperspectral Mission EnMAP: Results of The Commissioning Phase. IGARSS 2023: 1030-1033
[c19]
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Raquel De los Reyes, Maximilian Langheinrich, Kevin Alonso, Martin Bachmann, Emiliano Carmona, Birgit Gerasch, Stefanie Holzwarth, David Marshall, Rupert Müller, Miguel Pato, Bringfried Pflug, Rudolf Richter, Peter Schwind, Tobias Storch, Peter Reinartz:
Atmospheric Correction of DESIS and EnMAP Hyperspectral Data: Validation of L2a Products. IGARSS 2023: 1034-1037
[c18]
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Jim Buffat, Miguel Pato, Kevin Alonso, Stefan Auer, Emiliano Carmona, Stefan W. Maier, Rupert Müller, Patrick Rademske, Uwe Rascher, Hanno Scharr:
Deep Learning Based Prediction of Sun-Induced Fluorescence from Hyplant Imagery. IGARSS 2023: 2993-2996
[c17]
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Miguel Pato, Kevin Alonso, Stefan Auer, Jim Buffat, Emiliano Carmona, Stefan W. Maier, Rupert Müller, Patrick Rademske, Uwe Rascher, Hanno Scharr:
Fast Machine Learning Simulator of At-Sensor Radiances for Solar-Induced Fluorescence Retrieval with DESIS and Hyplant. IGARSS 2023: 7563-7566
2022
[c16]
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Emiliano Carmona, Kevin Alonso, Martin Bachmann, Kara Burch, Daniele Cerra, Raquel De los Reyes, Uta Heiden, Uwe Knodt, David Krutz, David Marshall, Rupert Müller, Peter Reinartz:
Vicarious Calibration of The Desis Imaging Spectrometer: Status and Plans. IGARSS 2022: 4587-4590
[c15]
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Daniele Cerra, David Marshall, Uta Heiden, Kevin Alonso, Martin Bachmann, Kara Burch, Emiliano Carmona, Daniele Dietrich, H. Lester, Uwe Knodt, David Krutz, Rupert Müller, Raquel De los Reyes, Peter Reinartz, Mirco Tegler:
The Spaceborne Imaging Spectrometer Desis: Data Access, Outreach Activities, and Scientific Applications. IGARSS 2022: 5395-5398
2021
[c14]
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Rupert Müller, Kevin Alonso, Martin Bachmann, Kara Burch, Emiliano Carmona, Daniele Cerra, Daniele Dietrich, Peter Gege, Heath Lester, Uta Heiden, Stefanie Holzwarth, Uwe Knodt, David Krutz, David Marshall, Miguel Pato, Raquel De los Reyes, Peter Reinartz, Mirco Tegler:
The Spaceborne Imaging Spectrometer Desis: Data Access and Scientific Applications. IGARSS 2021: 1386-1389
[c13]
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Emiliano Carmona, Kevin Alonso, Martin Bachmann, Kara Burch, Daniele Cerra, Raquel De los Reyes, Uta Heiden, Uwe Knodt, David Krutz, David Marshall, Rupert Müller, Mary Pagnutti, Peter Reinartz, Robert E. Ryan:
Vicarious Calibration of the DESIS Imaging Spectrometer. IGARSS 2021: 1611-1614
2020
[c12]
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Uta Heiden, Kevin Alonso-González, Martin Bachmann, Kara Burch, Emiliano Carmona, Daniele Cerra, Raquel de los Reyes, Daniele Dietrich, Uwe Knodt, David Krutz, Rupert Müller, Mary Pagnutti, Rudolf Richter, Robert E. Ryan, Ilse Sebastian, Mirco Tegler:
Data Validation of the DLR Earth Sensing Imaging Spectrometer DESIS. IGARSS 2020: 3274-3277
[c11]
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Daniele Cerra, Nina Merkle, Corentin Henry, Kevin Alonso, Pablo d'Angelo, Stefan Auer, Reza Bahmanyar, Xiangtian Yuan, Ksenia Bittner, Maximilian Langheinrich, Guichen Zhang, Miguel Pato, Jiaojiao Tian, Peter Reinartz:
Stepwise Refinement Of Low Resolution Labels For Earth Observation Data: Part 1. IGARSS 2020: 7054-7057
[c10]
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Daniele Cerra, Nina Merkle, Corentin Henry, Kevin Alonso, Pablo d'Angelo, Stefan Auer, Reza Bahmanyar, Xiangtian Yuan, Ksenia Bittner, Maximilian Langheinrich, Guichen Zhang, Miguel Pato, Jiaojiao Tian, Peter Reinartz:
Stepwise Refinement Of Low Resolution Labels For Earth Observation Data: Part 2. IGARSS 2020: 7066-7069
2019
[c9]
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Emiliano Carmona, Raquel De los Reyes, Mirco Tegler, Valentin Ziel, Kevin Alonso-González, Martin Bachmann, Daniele Cerra, Daniele Dietrich, Uta Heiden, Uwe Knodt, David Krutz, Rupert Müller:
First Results of the DESIS Imaging Spectrometer On Board the International Space Station. IGARSS 2019: 4499-4502
2018
[c8]
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Rupert Müller, Martin Bachmann, Kevin Alonso, Emiliano Carmona, Daniele Cerra, Raquel De los Reyes, Birgit Gerasch, Harald Krawczyk, Valentin Ziel, Uta Heiden, David Krutz:
Processing, Validation And Quality Control Of Spaceborne Imaging Spectroscopy Data From Desis Mission on the Iss. IGARSS 2018: 189-191
[c7]
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Daniele Cerra, Miguel Pato, Emiliano Carmona, Seyed Majid Azimi, Jiaojiao Tian, Reza Bahmanyar, Franz Kurz, Eleonora Vig, Ksenia Bittner, Corentin Henry, Pablo d'Angelo, Rupert Müller, Kevin Alonso, Peter Fischer, Peter Reinartz:
Combining Deep and Shallow Neural Networks with Ad Hoc Detectors for the Classification of Complex Multi-Modal Urban Scenes. IGARSS 2018: 3856-3859
2016
[c6]
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Daniela Espinoza-Molina, Kevin Alonso, Mihai Datcu:
Visual data mining for feature space exploration using in-situ data. IGARSS 2016: 5905-5908
2015
[c5]
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Kevin Alonso, Daniela Espinoza-Molina, Mihai Datcu:
LUCAS Visual Browser: A tool for land cover visual analytics. IGARSS 2015: 1484-1487
[c4]
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Daniela Espinoza-Molina, Kevin Alonso, Mihai Datcu:
Visual analytics for semantic queries of TerraSAR-X image content. SAR 2015: 96420E
2014
[c3]
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Kevin Alonso, Mihai Datcu:
Knowledge-driven image mining system for Big Earth Observation data fusion: GIS maps inclusion in active learning stage. IGARSS 2014: 3538-3541
2012
[c2]
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Kevin Alonso, Naiara Aginako, Javier Lozano, Igor G. Olaizola:
Ontology Based Middleware for Ranking and Retrieving Information on Locations Adapted for People with Special Needs. ICCHP (1) 2012: 351-354
2009
[c1]
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Gorka Marcos, Kevin Alonso, Igor G. Olaizola, Julián Flórez, Arantza Illarramendi:
DMS-1 Driven Data Model to Enable a Semantic Middleware for Multimedia Information Retrieval in a Broadcaster. SMAP 2009: 33-37

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