Conference Agenda

HyperSpectral Landscape - Overview and Trends

Giuseppe Borghi

European Space Agency, ESA, Italy

Status and updates on the hyperspectral image archive of DESIS

Uta Heiden¹, Emiliano Carmona¹, Martin Bachmann², Daniele Cerra¹, Raquel de los Reyes¹, Felix Feckler², Uwe Knodt³, David Krutz⁴, Heath Lester⁵, David Marshall¹, Rupert Müller¹, Johannes Röder², Mirco Tegler⁶

1: DLR Oberpfaffenhofen, Remote Sensing Technology Institute, Germany; 2: DLR Oberpfaffenhofen, German Remote Sensing Data Center, Germany; 3: DLR Bremen, Institute of Space Systems, Germany; 4: DLR Berlin, Institute of Optical Sensor Systems, Germany; 5: Teledyne Brown Engineering (TBE), USA; 6: DLR Neustrelitz, German Remote Sensing Data Center, Germany

Status of the PRISMA mission (at the turn of 5 years in orbit)

Sara Venafra

Italian Space Agency, ASI

EnMAP – Mission status overview and observing strategy

Laura La Porta¹, Emiliano Carmona², Nicole Pinnel², Katrin Wirth³, Sabine Baumann², Miguel Pato², Sabine Chabrillat⁴, Max Brell⁴, Vera Krieger¹, Michael Bock¹, Sebastian Fischer¹

1: Space Agency, German Aerospace Center, Germany; 2: EOC, German Aerospace Center, Germany; 3: GSOC, German Aerospace Center, Germany; 4: GFZ, Germany

Lessons Learned from Two Years of NASA's EMIT Mission

David Ray Thompson, Philip G. Brodrick, Robert O. Green, K. Dana Chadwick, Willow Coleman, Regina Eckert, Andrew Thorpe, and the EMIT Team

Jet Propulsion Laboratory, California Institute of Technology, United States of America

Life After Launch: A Snapshot of the First 8 Months of NASA’s PACE Mission

Jeremy Werdell¹, Brian Cairns², Antonio Mannino¹, Gerhard Meister¹

1: NASA Goddard Space Flight Center, United States of America; 2: NASA Goddard Institute for Space Studies, United States of America

Overview of MAIA and PLATiNO-4 missions and the IRIDE hyperspectral framework

Luigi Ansalone, Matteo Picchiani, Giovanni Rum, Vincenzo Pulcino, Francesco Longo, Roberto Luciani, Giovanni Paolo Blasone

Italian Space Agency, Italy

TRUTHS, a golden radiometric reference in space for spectral imagers

Thomas August¹, Nigel Fox², Thorsten Fehr¹, Andrea Marini¹, John Remedios³

1: ESA, Netherlands, The; 2: NPL, Teddington, UK; 3: NCEO, Leicester, UK

FLEX Mission Status

Marco Celesti¹, Ralf Bock¹, Matthias Drusch¹, Jose Moreno²

1: European Space Agency, ESA; 2: University of Valencia

Japanese spaceborne hyperspectral sensor constellation project

Takahiro Kawashima¹, Akira Iwasaki¹, Takayoshi Fukuyo², Ryo Suzumoto², Ryo Ui², Keita Ito³, Takashi Sukegawa⁴, Haosheng Lin⁵, Hirofumi Kasahara⁶

1: The University of Tokyo, Japan; 2: ArkEdge Space Inc.; 3: Space BD Inc.; 4: CANON Inc.; 5: HI-Spectral, LLC; 6: MUFG Bank, Ltd.

PRISMA 2nd generation

Ansalone Luigi

Italian Space Agency, ASI

Presentation on Mission Status

Robert O Green

NASA JPL Caltech, United States of America

CHIME Mission Status

Marco Celesti, Jens Nieke

European Space Agency, ESA

Discussion

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The CHIME E2E L2B Vegetation processor: updates and upcoming initiatives

Jochem Verrelst, José Luis García-Soria, Miguel Morata

University of Valencia, Spain

Comparisons of reflectance and mineral identification results derived from seven airborne and spaceborne imaging spectrometer datasets for Cuprite, Nevada, hydrothermal systems

Raymond F. Kokaly¹, Gregg Swayze¹, Todd Hoefen¹, John Meyer¹, Evan Cox¹, Bernard Hubbard², Robert Green³, David Thompson³, Philip Brodrick³, Saeid Asadzadeh⁴, Sabine Chabrillat^4,5, Anna Buczyńska⁶

1: USGS, Denver, CO, United States of America; 2: USGS, Reston, VA, United States of America; 3: Jet Propulsion Laboratory, California Institute of Technology Pasadena, CA, USA; 4: GFZ Potsdam, Germany; 5: Leibniz University, Hannover, Germany; 6: Politechnika Wrocławska, Wrocław, Poland

Evaluating the performance of machine learning methods for mineral mapping using different spaceborne hyperspectral satellite data

Saeid Asadzadeh¹, Anna Buczyńska², Raymond Kokaly³, Sabine Chabrillat^1,4

1: GFZ Potsdam, Germany; 2: Politechnika Wrocławska, Wrocław, Poland; 3: USGS, Denver, CO, United States of America; 4: Leibniz University, Hannover, Germany

Retrieval of Snow Properties from Imaging Spectroscopy: Sensitivity to Algorithmic Choices and Minimization Criteria

Jeff Dozier¹, Edward H. Bair², Niklas Bohn³, Brent A. Wilder⁴

1: University of California, Santa Barbara; 2: Leidos Inc.; 3: Jet Propulsion Laboratory; 4: Boise State University

Snow and ice surface properties derived from imaging spectroscopy data: algorithm and sensor comparison

Biagio Di Mauro¹, Giacomo Traversa¹, Sergio Cogliati², Claudia Ravasio², Olga Gatti², Niklas Bohn³, Alexander Kokhanovsky⁴, Maximilian Brell⁴, Roberto Garzonio², Carlo Marin⁵, Claudia Giardino⁶, Erica Matta⁷, Matteo Monzali², Micol Rossini², Roberto Colombo²

1: Institute of Polar Sciences, National Research Council, Milan (Italy); 2: Earth and Environmental Sciences Department, University of Milano-Bicocca, Milan (Italy); 3: Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, (USA); 4: GFZ German Research Centre for Geosciences, Potsdam (Germany); 5: EURAC Research -Institute for Applied Remote Sensing, Bolzano (Italy); 6: Institute for Electromagnetic Sensing of the Environment, National Research Council, Milan (Italy); 7: Research Institute for Geo-Hydrological Protection, National Research Council of Italy, Torino (Italy)

Advances in deep learning spectral models for mission-agnostic cloud detection

Arthur Vandenhoeke, Patrick Selänniemi, Guillem Ballesteros, Lennert Antson, Olli Eloranta, Michal Shimoni

Kuva Space Oy, Finland

A comparative study of band alignment algorithms for hyperspectral snapshot data.

Lennert Antson, Guillem Ballesteros, Arthur Vandenhoeke, Olli Eloranta, Patrick Selänniemi, Michal Shimoni

Kuva Space Oy, Finland

L1 & L2 uncertainty propagation and distribution for upcoming hyperspectral missions

Pieter De Vis¹, Samuel E. Hunt¹, Astrid M. Zimmermann¹, Agnieszka Bialek¹, Andreas Hueni², Carmen Meiller², Mike Werfeli²

1: National Physical Laboratory, Teddington, UK; 2: Remote Sensing Laboratories, University of Zurich, Zurich, Switzerland

Discussion

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Overview and status of the Atmospheric Correction Inter-comparison eXercise (ACIX-III Land)

Noelle Marie Cremer¹, Kevin Alonso², Georgia Doxani¹, Adam Chlus³, Philip Brodrick³, David Ray Thompson³, Philip Townsend^3,4, Ferran Gascon⁵, Angelo Palombo⁶, Federico Santini⁶, Bo-Cai Gao⁷, Feng Yin⁸, Jorge Vicent-Servera⁹, Quinten Vanhellemont¹⁰, Raquel de los Reye¹¹, Tobias Eckert¹¹, Weile Wang¹², Yaokai Liu¹³, Maximilian Brell¹⁴, Aime Meygret¹⁵, Sophie Coustance¹⁵, Morgan Farges¹⁶

1: Serco for European Space Agency, ESA/ESRIN, Italy; 2: Starion for European Space Agency, ESA/ESRIN, Italy; 3: Jet Propulsion Laboratory, California Institute of Technology, Pasadena, USA; 4: University of Wisconsin, Forest & Wildlife Ecology, Madison, USA; 5: European Space Agency, ESA/ESRIN, Italy; 6: National Research Council - Institute of methodologies for environmental analysis; 7: Naval Research Laboratory; 8: University College London; 9: Magellium; 10: Royal Belgian Institute of Natural Sciences; 11: German Aerospace Center; 12: NASA Ames Research Center; 13: Chinese Academy of Sciences; 14: German Research Centre for Geosciences; 15: CNES; 16: Magellium for CNES

Harmonized EnMAP, Landsat and Sentinel-2 Analysis Ready Data cubes for streamlining multisensor environmental monitoring

Akpona Okujeni¹, Andreas Janz¹, Neija Elvekjaer¹, Lasse Harkort¹, Christina Karakizi², Benjamin Jakimow¹, Sebastian van der Linden³, Patrick Hostert¹

1: Humboldt-Universität zu Berlin, Germany; 2: Manchester Metropolitan University, United Kingdom; 3: University of Greifswald, Germany

Coordinating Level-2 Reflectance Products Across Imaging Spectroscopy Missions

David Ray Thompson¹, Valentina Boccia², Luigi Agrimano³, Kevin Alonso², Niklas Bohn¹, Philip Brodrick¹, Marco Celesti², Raquel De Los Reyes⁴, Vito De Pasquale³, Regina Eckert¹, Ferran Gascon², Robert O. Green¹, Andreas Hueni⁵, Raymond Kokaly⁶, Jerome Louis⁷, Francesca Santoro³, Kurtis Thome⁸, Philip Townsend⁹, Michael Werfeli⁵

1: Jet Propulsion Laboratory, California Institute of Technology, United States of America; 2: European Space Agency; 3: Planetek Italia; 4: German Aerospace Center (DLR), Earth Observation Center (EOC), Germany; 5: University of Zurich; 6: United States Geological Survey; 7: Telespazio France; 8: NASA Goddard Space Flight Center; 9: University of Wisconsin, Madison

A Novel At-Sensor Radiance Harmonization Method

Andreas Baumgartner, Claas Henning Köhler

German Aerospace Center (DLR), Remote Sensing Technology Institute (IMF), Germany

A hyperparameter optimization algorithm for efficient unmixing of multi-scale hyperspectral remote sensing data

Parth Naik^1,2, Rupsa Chakraborty^1,2, Sharad Kumar Gupta^1,3, Sam Thiele², Moritz Kirsch², Richard Gloaguen²

1: Helmholtz-Zentrum Dresden-Rossendorf, Center for Advanced Systems Understanding, Görlitz, Germany; 2: Helmholtz-Zentrum Dresden Rossendorf, Helmholtz-Institute Freiberg for Resource Technology, Freiberg, Germany; 3: Helmholtz Centre for Environmental Research - UFZ, Leipzig, Germany

Discussion

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Harmonizing Ground Truth Measurements: A Novel Approach for Cross-Calibration of Field Spectrometers for cal val Activity

Eyal Ben Dor

Eyal Ben Dor Professor Tel Aviv University, Israel

Lessons learned from EnMAP in-orbit calibration and product harmonization for upcoming space-based hyperspectral missions

Miguel Pato, David Marshall Ingram, Emiliano Carmona

German Aerospace Center, Remote Sensing Technology Institute, Germany

Calibration Insights from the DESIS Instrument: Lessons for Future Imaging Spectroscopy Missions

Emiliano Carmona, Martin Bachmann, Raquel de los Reyes, Uta Heiden, Kevin Kühl, Rupert Müller

German Aerospace Center, Earth Observation Center, Münchener Str. 20, 82234 Weßling, Germany

Cal/Val Park: fostering innovation in the Cal/Val domain

Fabrizio Niro¹, Roberto Colombo², Sergio Cogliati², Lorenzo Genesio³, Franco Miglietta⁴, Béatrice Berthelot⁵, Sébastien Saunier⁶, Niall Origo⁷, Joel Kuusk⁸, Sultan Kocaman⁹, Massimo Cardaci¹, Stefano Casadio¹, Marco Galli¹, Leonardo De Laurentis¹⁰, Valentina Boccia¹⁰

1: Serco for ESA/ESRIN, Italy; 2: University of Milano Bicocca, UNIMIB, Italy; 3: National Research Center, CNR-IBE, Italy; 4: Fondazione Clima e Sostenibilità, FCS, Italy; 5: Magellium, France; 6: Telespazio-FR, France; 7: National Physical Laboratory, NPL, UK; 8: University of Tartu, Estonia; 9: Hacettepe University, Turkey; 10: European Space Agency, ESA/ESRIN, Italy

CHIME Hypersense data quality assessment via intercomparison and uncertainty analysis of a harmonised multi sensor data set

Mike Werfeli¹, Andreas Hueni¹, Daria Larcher¹, Kimberley Manson¹, Raquel De Los Reyes², Cinzia Panigada³, Giulia Tagliabue³, Uta Heiden², Jens Nieke⁴, Marco Celesti⁴, Michael Rast⁵

1: Remote Sensing Laboratories University of Zurich, Switzerland; 2: German Aerospace Center (DLR), Earth Observation Center (EOC), Germany; 3: University of Milano Bicocca, Milano, Italy; 4: European Space Agency ESA ESTEC, Nordwijk; 5: International Space Science Institute, Bern

Foliar Trait Networks for Imaging Spectroscopy and Biology

Philip Townsend¹, Benjamin Dechant², Jens Kattge³, Ryan Pavlick⁴, Fabian Schneider⁵, Dana Chadwick⁵

1: University of Wisconsin-Madison, United States of America; 2: Synthesis Centre for Biodiversity Sciences (sDiv), German Centre for Integrative Biodiversity Research (iDiv); 3: Research Group Functional Biogeography, Max Planck Institute for Biogeochemistry; 4: National Aeronatics and Space Administration; 5: California Institute of Technology, Jet Propulsion Laboratory

Current and future radiometric calibration and validation of hyperspectral imaging systems at CNES

Camille Desjardins, Damien Rodat, Arthur Dick, Robin Marron, Aimé Meygret

CNES, France

The COOL (System for the Consolidation of L2 products of the PRISMA-SG mission) Project

Federico Santini¹, Massimo Musacchio², Maria Teresa Melis³, Stefano Andreucci³, Giovanni Paolo Blasone⁴, Marco Casu³, Giovanni Battista De Giudici³, Luisa Galasso¹, Camilla Gentili², Saham Mirzaei¹, Stefano Naitza³, Salvatore Noli³, Angelo Palombo¹, Simone Pascucci¹, Matteo Picchiani⁴, Stefano Pignatti¹, Alessia Scalabrini², Lorenzo Sedda³, Malvina Silvestri²

1: National Research Council of Italy- Institute of Methodologies for Environmental Analysis (CNR-IMAA), Italy; 2: Istituto Nazionale di Geofisica e Vulcanologia (INGV), Italy; 3: University of Cagliari (UNICA), Italy; 4: Italian Space Agency (ASI), Italy

Use of RadCalNet in Calibration and Validation of Hyperspectral Instruments

Mohammad Tahersima^1,2, Kurtis Thome¹, Brian Wenny^1,2, Norvik Voskanian¹, Mehran Yarahmadi^1,2

1: NASA Goddard Space Flight Center, United States of America; 2: Science Systems and Applications Inc., United States of America

Nonlinearity Calibration for SBG-VSWIR and Related Imaging Spectrometers

Regina Eckert, Peter Sullivan, David R. Thompson, Byron Van Gorp, Lori Moore, Diana Blaney, Robert O. Green

Jet Propulsion Laboratory, California Institute of Technology, United States of America

Hyperspectral in-situ surface reflectances from the LANDHYPERNET network

Pieter De Vis¹, Agnieszka Bialek¹, Harry Morris¹, Kevin Ruddick², Vittorio Brando³, Ana Dogliotti⁴, David Doxaran⁵, Philippe Goryl⁶, Clemence Goyens^2,7, Joel Kuusk⁸, Morven Sinclair¹, Mohammadmehdi Saberioon⁹, Quinten Vanhellemont², Astrid M. Zimmermann¹

1: National Physical Laboratory (NPL), Teddington, United Kingdom; 2: Royal Belgian Institute of Natural Sciences (RBINS), Brussels, Belgium; 3: Consiglio Nazionale delle Ricerche (CNR-ISMAR), Rome, Italy; 4: Instituto de Astronomía y Física del Espacio, Consejo Nacional de Investigaciones Científicas y Técnicas (IAFE, CONICET/UBA), Buenos Aires, Argentina; 5: Laboratoire Océanographique de Villefranche, Sorbonne Université (SU/LOV), Villefranche-sur-mer, France; 6: European Space Agency (ESA), Frascati, Italy; 7: Ghent University, Ghent, Belgium; 8: University of Tartu (UT), Tartu, Estonia; 9: Deutsches GeoForschungsZentrum (GFZ), Potsdam, Germany

ENMAP PRODUCT VALIDATION AND IN-ORBIT MISSION CROSS-VALIDATION

Maximilian Brell¹, Luis Guanter², Daniel Scheffler¹, Karl Segl¹, Sabine Chabrillat¹, Martin Bachmann³, Raquel Reyes³, Miguel Pato³, Emiliano Carmona³, Vera Krieger⁴, Michael Bock⁴, Laura La Porta⁴

1: GFZ, Germany; 2: Universitat Politècnica de València, Valencia, Spain; 3: Earth Observation Center (EOC), German Aerospace Center (DLR), Weßling, Germany; 4: Space Agency, German Aerospace Center (DLR), Bonn, Germany

Discussion

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Preparing access and use of global imaging spectroscopy data through cloud-based systems for forest monitoring

Jean-Baptiste Féret, Rémi Cresson, Florian de Boissieu, Mona Bonnier, Sandra Luque

INRAE, France

Simulating hyperspectral radiometric calibration reference over bright desert targets

Yves Govaerts, Marta Luffarelli, Sebastian Schunke, Nicolas Misk, Vincent Leroy

Rayference, Belgium

EnMAP hyperspectral mission: Developments and demonstration for spaceborne imaging spectroscopy open science

Sabine Chabrillat¹, Maximilian Brell², Karl Segl², Robert Milewski², Daniel Scheffler², Saeid Asadzadeh², Kathrin Ward², Alexander Khokanovsky², Arlena Brosinsky², Kathrin Koch², Astrid Bracher³, Tobias Hank⁴, Benjamin Jakimow⁵, Vera Krieger⁶, Michael Bock⁶, Laura La Porta⁶

1: GFZ Potsdam / LUH University Hannover, Germany; 2: GFZ German Research Center for Geosciences, Potsdam; 3: AWI Alfred-Wegener-Institute, Bremerhaven; 4: LMU Ludwig Maximilian University, Munchen; 5: HUB Humboldt University Berlin; 6: DLR German Space Agency, Bonn, Germany

Physics-aware emulators for atmospheric correction

Jorge Vicent Servera¹, Luca Martino², Gustau Camps-Valls¹

1: University of Valencia, Spain; 2: University Rey Juan Carlos I, Spain

ESA's FLEX Data Innovation and Science Cluster (DISC)

Jorge Vicent Servera¹, Roberto Colombo², Gwennael Matot¹, Lucie Tixier¹, Beatrice Berthelot¹, Théo Paccoud¹, Neus Sabater³, Pekka Kolmonen³, Sergio Cogliati², Christiaan van der Tol⁴, Matthias Drusch⁵, Marin Tudoroiu⁵

1: Magellium, Spain; 2: University of Milano-Biccoca (UNIMIB); 3: Finish Meteorological Institute (FMI); 4: University of Twente (ITC); 5: European Space Agency (ESA)

Discussion

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From leaf to space, from spectral bands to spectra – facing new and old challenges in optical remote sensing

Shawn Serbin¹, Patrick Hostert²

1: NASA Goddard Space Flight Center, United States of America; 2: Humboldt-Universität zu Berlin DE, Germany

Multitemporal hyperspectral mapping of soil properties for spatially more complete maps

Kathrin Jennifer Ward¹, Robert Milewski¹, Thomas Schmid², Sabine Chabrillat^1,3

1: GFZ Potsdam, Germany; 2: CIEMAT Madrid, Spain; 3: Leibniz Universität Hannover, Institute of Soil Science, Germany

NASA SBG VSWIR Imaging Spectroscopy: Overview of the Planned Measurements and Products.

Robert Green¹, David Thompson¹, Dana Chadwick²

1: NASA JPL Caltech, United States of America; 2: NASA Jet Propulsion Laboratory, California Institute of Technology, United States of America

BOSSE, a Biodiversity Observing System Simulation Experiment for developing new remote sensing biodiversity products

Javier Pacheco-Labrador^1,2, Ulisse Gomarasca², Ulrich Weber², Wantong Li², Daniel Pabon², Zayd Hamdi², Daniel Loos², Martin Jung², Mirco Migliavacca³, Gregory Duveiller²

1: Environmental Remote Sensing and Spectroscopy Laboratory (SpecLab), Spanish National Research Council, Madrid, Spain; 2: Max Planck Institute for Biogeochemie, Jena, Germany; 3: European Commission, Joint Research Centre, Ispra, Italy

A universal retrieval scheme for quantifying time series of non-photosynthetic vegetation across diverse ecosystems from spaceborne hyperspectral data

Akpona Okujeni¹, Neija Elvekjaer¹, Lasse Harkort¹, Dirk Pflugmacher¹, Sebastian van der Linden², Patrick Hostert¹

1: Humboldt-Universität zu Berlin, Germany; 2: University of Greifswald, Germany

Understanding functional trait syndromes in an inland delta using time series of airborne imaging spectroscopy

Maria J. Santos¹, Shruti Khanna², Susan L. Ustin³

1: University of Zurich, Switzerland; 2: California Department of Fish and Wildlife, Stockton, United States of America; 3: University of California, Davis, United States of America

Combined use of PRISMA and EnMAP multitemporal acquisitions for topsoil properties mapping

Raffaele Casa¹, Saham Mirzae⁴, Alessia Tricomi⁵, Simone Pascucci², Stefano Pignatti², Francesco Rossi³

1: University of Tuscia, DAFNE, Viterbo, Italy; 2: CNR-IMAA, Rome, Italy; 3: SIA, University of Sapienza, Rome, Italy; 4: CollEge of Agriculture and Environmental Sciences, UM6P, Benguerir, Marocco; 5: e-Geos, Roma, Italy

Discussion

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