Conference Agenda

COME-ON-BOARD-PSG!: Optimizing PRISMA Second Generation Acquisitions with Onboard Edge Computing and Machine Learning Algorithms

Ilaria Cannizzaro¹, Andrea Carbone², Angela Cratere³, Mark Anthony De Guzman¹, Stefania Amici⁴, Luigi Ansalone⁵, Matteo Picchiani⁵, Dario Spiller¹

1: School of Aerospace Engineering, Sapienza University, Rome, Italy; 2: DICEA, Department of Civil, Building and Environmental Engineering, Sapienza University, Rome, Italy; 3: Department of Electrical and Information Engineering, Polytechnic University of Bari, Bari, Italy; 4: INGV, National Institute of Geophysics and Vulcanology, Rome, Italy; 5: ASI, Italian Space Agency, Rome, Italy

BIODIVERSITY – End-user driven optimization of the SWIR spectral sampling for a future hyperspectral sensor using end-to-end simulations

Xavier Briottet¹, Karine Adeline¹, Touria Bajjouk², Véronique Carrère³, Malik Chami⁴, Yohann Constans¹, Yevgeni Derimian⁵, Alice Dupiau^1,6, Marie Dumont⁷, Sophie Fabre¹, Pierre-Yves Foucher¹, Hervé Herbin⁵, Stéphane Jacquemoud⁶, Marc Lang⁸, Arnaud Le Bris⁹, Sophie Loyer¹⁰, Rodolphe Marion¹¹, Audrey Minghelli¹², David Sheeren⁸, Benjamin Szymanski¹³, Frédéric Romand¹⁴, Camille Desjardins¹⁵, Damien Rodat¹⁵

1: Université de Toulouse, ONERA DOTA, Toulouse, France; 2: Ifremer, DYNECO, LEBCO, 29280 Plouzané, France; 3: Nantes Université, Laboratoire de Planétologie et Géosciences, UMR 6112, Nantes, France; 4: Université Côte d’Azur, Observatoire de la Côte d’Azur, CNRS, Sorbonne Université, Laboratoire Lagrange, Nice, France; 5: Université Lille, CNRS, UMR 8518, LOA, France; 6: Université Paris Cité, Institut de Physique du Globe de Paris, CNRS, Paris, France; 7: Université Grenoble Alpes, Université de Toulouse, Météo-France, CNRS, CNRM, Centre d’Etudes de la Neige, Grenoble, France; 8: Université de Toulouse, INRAE, UMR DYNAFOR, Castanet-Tolosane, France; 9: Université Gustave Eiffel, LASTIG, ENSG, IGN, Saint-Mandé, France; 10: SHOM, Brest, France; 11: CEA/DAM/DIF, Arpajon, France; 12: Université de Toulon, CNRS, SeaTech, LIS laboratory, UMR 7020, Toulon, France; 13: DGA, Paris, France; 14: ACRI-ST, Sophia-Antipolis, France; 15: CNES, Toulouse, France

Atmospheric correction of hyperspectral data with the MAGAC toolbox

Jorge Vicent Servera

Magellium, France

SBG VSWIR Terrestrial Vegetation Algorithm Development Update

K. Dana Chadwick¹, Christiana Ade¹, Yoseline Angel², Dhruva Kathuria², Evan Lang², Ting Zheng³, Philip Brodrick¹, Petya Campbell², Fred Hummerich², Kyle Kovach³, Shawn Serbin², Alexey Shiklomanov², Philip Townsend³, Tristan Goulden⁴, Bridget Hass⁴, Shashi Konduri⁴, Samantha Weintraub-Leff⁴, Ian Breckheimer⁵, Amanda Henderson⁵

1: NASA Jet Propulsion Laboratory, California Institute of Technology, United States of America; 2: NASA Goddard Space Flight Center; 3: University of Wisconsin, Madison; 4: Battelle, National Ecological Observatory Network; 5: Rocky Mountain Biological Laboratory

Forest Cover Mapping by a Three-branch Convolutional Neural Network and PRISMA Images

Mattia Ferrari¹, Lorenzo Bruzzone¹, Patrizia Gasparini², Lucio Di Cosmo², Antonio Floris², Federica Murgia², Maria Rizzo²

1: Department of Information Engineering and Computer Science, University of Trento, Trento, Italy; 2: CREA Research Centre for Forestry and Wood, Trento, Italy

Assessing Sentinel-2 MSI and EnMAP HSI data to retrieve wheat nitrogen content

Maxime Troiani, Julien Radoux, Pierre Defourny

UCLouvain, Belgium

Spectral invariants for vegetation mapping

Matti Mõttus, Olli Ihalainen

VTT Technical Research Centre of Finland, Finland

NASA’s PACE Mission – Pretty Applicable to all of Crustal Earth.

Skye Caplan^1,2, Antonio Mannino¹, Morgaine McKibben^1,2, Bridget Seegers^1,4, Kirk Knobelspiesse¹, Jeremy Werdell¹, Ivona Cetinic^1,4, Fred Huemmric³

1: NASA Goodard Space Flight Center, United States of America; 2: Science Systems and Applications, Inc.; 3: University of Maryland Baltimore County; 4: Morgan State University

Tuning Hyperspectral Mission Specifications to the End-User Needs through End-to-End Simulations

Camille Desjardins¹, Damien Rodat¹, Frédéric Romand², Jean-Pascal Burochin³, Arthur Dick¹

1: CNES, France; 2: ACRI-ST Toulouse, France; 3: Magellium Artal Group, Toulouse, France

New Sunglint Models for Improved Atmospheric Correction of Water Surfaces

Niklas Bohn, Regina Eckert, David Ray Thompson, Kelly Luis, Philip Brodrick, Michelle Gierach, Robert O. Green

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

Towards fast and sensor-independent retrieval of sun-induced fluorescence from spaceborne hyperspectral data

Jim Buffat¹, Miguel Pato², Stefan Auer², Kevin Alonso³, Emiliano Carmona², Stefan Maier², Rupert Müller², Patrick Rademske¹, Uwe Rascher¹, Hanno Scharr⁴

1: Forschungszentrum Jülich GmbH, Institute of Bio- and Geosciences, IBG-2: Plant Sciences, Jülich, Germany; 2: German Aerospace Center (DLR), Earth Observation Center, Remote Sensing Technology Institute, Oberpfaffenhofen, Germany; 3: RHEA Group c/o European Space Agency (ESA), Largo Galileo Galilei, Frascati, Italy; 4: Forschungszentrum Jülich GmbH, Institute of Advanced Simulations, IAS-8: Data Analytics and Machine Learning, Jülich, Germany

Mapping snow properties with SBG and CHIME - How do we achieve the objectives of the decadal survey?

Niklas Bohn¹, Edward H. Bair², Philip G. Brodrick¹, Dana Chadwick¹, Jeff Dozier³, Robert O. Green¹, Noah P. Molotch⁴, Thomas H. Painter⁵, Ghislain Picard⁶, Karl Rittger⁴, David R. Thompson¹

1: Jet Propulsion Laboratory, California Institute of Technology; 2: Leidos Inc.; 3: University of California, Santa Barbara; 4: University of Colorado, Boulder; 5: University of California, Los Angeles; 6: Université Grenoble Alpes

Hyperspectral Linear Mixture Models for Topsoil Texture Retrieval

Emiliana Valentini¹, Andrea Taramelli², Chiara Marinelli², Stefano Pignatti¹, Raffaele Casa³

1: CNR, Italy; 2: IUSS, Italy; 3: UNITUS, Italy

Potentialities of PRISMA and Sentinel-2 imagery for Soil Organic Carbon estimation at regional scale

Fabiana Ravellino^1,2, Fabio Castaldi³, Valerio Pisacane², Renato Aurigemma², Alfredo Renga¹, Maria Daniela Graziano¹

1: University of Naples "Federico II", Naples, Italy; 2: Euro.Soft.S.r.l., Naples, Italy; 3: Institute of BioEconomy National Research Council of Italy CNR-IBE Florence, Italy

Dealing with wiggles in spaceborne hyperspectral reflectance data – to smooth or not to smooth?

Kevin Ruddick, Quinten Vanhellemont

Royal Belgian Institute of Natural Sciences (RBINS), Belgium

Optimizing spectral indices for multi-platform hyperspectral data using Tree-Structured Parzen Estimators: A case study on NDVI and calcite index

Rupsa Chakraborty^1,2, Parth Naik^1,2, Sharad Kumar Gupta^1,3, Sam Thiele², 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

PRISMA images for estimating mid-latitude forest functional traits and biodiversity indices

Micol Rossini, Giulia Tagliabue, Rodolfo Gentili, Beatrice Savinelli, Luigi Vignali, Jiawei Gao, Mirko Paolo Barbato, Simone Zini, Paolo Napoletano, Roberto Colombo, Cinzia Panigada

University of Milano Bicocca, Italy

Mapping Alpine Grasslands with PRISMA, Sentinel-1, and Sentinel-2: A Two-Step Classification Approach

Emilio Dorigatti, Mariapina Castelli, Emanuela Patriarca, Ruth Sonnenschein, Laura Stendardi, Basil Tufail, Bartolomeo Ventura, Claudia Notarnicola

Eurac Research, Institute for Earth Observation, Bozen, Italy.

Land Use/Land Cover mapping with satellite images and field spectral libraries combined in Linear Mixture Models

Emiliana Valentini^1,2, Serena Sapio², Margherita Righini², Sara Liburdi², Chiara Marinelli², Son V. Nghiem³, Andrea Taramelli^1,2

1: Institute of Polar Sciences of the National Research Council of Italy (ISP CNR), Via Salaria km 29, 300-00015 Montelibretti, Roma, Italy; 2: University Institute for Advanced Study of Pavia (IUSS), Palazzo del Broletto, Piazza della Vittoria 15, 27100 Pavia, Italy; 3: NASA Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA

A comparison the quality of Airborne Hyperspectral and Multispectral satellite remote sensing data to evaluations of forest leaf area index.

Adenan Yandra Nofrizal¹, Lucie Kupkova¹, Lukeš Petr², Marian Švik^2,3, Lucie Červená¹, Zuzana Lhotáková⁴, Eva Neuwirthová⁴, Jana Albrechtová⁴

1: Department of Applied Geoinformatics and Cartography, Faculty of Science, Charles University, Czech Republic; 2: Global Change Research Institute, Czech Academy of Sciences, Czech Republic; 3: Faculty of Science, Department of Geography, Laboratory on Geoinformatics and Cartography,Masaryk University, Czech Republic; 4: Department of Experimental Plant Biology, Faculty of Science, Charles University, Czech Republic

Harnessing Near-Same-Day Multiresolution Hyperspectral Images for Tree Species Identification

Sharad Kumar Gupta^1,2, Ulf Mallast², Andreas Schmidt³, Daniel Doktor³

1: Department of Earth Systems Research, Helmholtz-Zentrum Dresden-Rossendorf - Center for Advanced Systems Understanding, Görlitz, Germany; 2: Department of Monitoring and Exploration Technologies, Helmholtz Centre for Environmental Research (UFZ), Leipzig, Germany; 3: Department of Remote Sensing, Helmholtz Centre for Environmental Research (UFZ), Leipzig, Germany

Fully Autonomous Hyperspectral Imaging System Design for Medium-Altitude Long-Endurance Unmanned Aerial Vehicles

Fatih Ömrüuzun

Visratek, Turkiye

The EnMAP Foreground Mission and harmonised campaign activities

Nicole Pinnel¹, Vera Krieger², Max Brell³, Christoph Lenzen⁴, Sabine Baumann¹, Martin Habermeyer¹, Emiliano Carmona⁵, Sabine Chabrillat^3,6, Laura La Porta²

1: German Remote Sensing Data Center (DFD), German Aerospace Center (DLR), Germany; 2: German Space Agency, German Aerospace Center (DLR), Germany; 3: German Research Centre for Geosciences, Helmholtz Centre Potsdam (GFZ),Germany; 4: German Space Operations Center (GSOC), German Aerospace Center (DLR), Germany; 5: Remote Sensing Technology Institute (IMF), German Aerospace Center (DLR), Germany; 6: Institute of Soil Science, Leibniz University Hannover, Germany

Validating Surface Reflectance Over Tall Vegetation

Stefan Walter Maier

maitec, Australia

Lessons learned from inter-comparison of multi- and hyper-spectral atmospherically corrected surface reflectance products

Raquel de los Reyes¹, Cesar Jose Guerrero², Luigi Agrimano³, Kevin Alonso⁴, Martin Bachmann¹, Tobias Eckert¹, Belen Franch², Andreas Hueni⁵, Maximilian Langheinrich¹, Peter Schwind¹, Mike Weferli⁵, Tobias Storch¹

1: Earth Observation Center (EOC), DLR, Germany; 2: University of Valencia, Spain; 3: Planetek Italia, Italy; 4: Starion Group c/o European Space Agency (ESA), Italy; 5: Remote Sensing Laboratories, Department of Geography, University of Zurich, Switzerland

Water quality retrievals from EnMAP and Sentinel-2

Avotramalala Najoro Randrianalisoa¹, Mariana Altenburg Soppa¹, Peter Gege², Thomas Schroeder³, Astrid Bracher^1,4

1: Alfred-Wegener Institute, Helmholtz Center for Polar and Marine Research (AWI), Klußmannstr. 3d, D-27570 Bremerhaven, Germany; 2: Deutsches Zentrum für Luft- und Raumfahrt (DLR), Earth Observation Center, Remote Sensing Technology Institute, Oberpfaffenhofen, 82234 Wessling, Germany; 3: Commonwealth Scientific and Industrial Research Organisation (CSIRO), Environment, Brisbane, QLD 4001, Australia; 4: Institute of Environmental Physics, University of Bremen, D-28334 Bremen, Germany

WISPstation for validation of hyperspectral satellite data in the CYANOBLOOM project

Annelies Hommersom¹, Semhar Ghezehegn¹, Susanne Thulin², Petra Philipson², Kerstin Stelzer³, Carole Lebreton³, Jorge García³, Steef Peters¹

1: Water Insight; 2: Brockmann Geomatics; 3: Brockmann Consult

A synergetic approach of spaceborne Imaging Spectroscopy data for improving water quality mapping frequency

Alice Fabbretto^1,2, Andrea Pellegrino^1,3, Mariano Bresciani¹, Krista Alikas², Lodovica Panizza¹, Nicola Ghirardi^1,4, Salvatore Mangano¹, Monica Pinardi¹, Diana Vaičiūtė⁵, Claudia Giardino¹

1: CNR-IREA, Italy; 2: Tartu Observatory, Estonia; 3: Sapienza University, Italy; 4: CNR-IBE, Italy; 5: Klaipeda University, Lithuania

HIGH-RESOLUTION MAPPING OF FOREST LEAF PIGMENT CONTENTS FOR CALIBRATION AND VALIDATION OF SPACEBORNE PRODUCTS

Zbyněk Malenovský^1,2, Růžena Janoutová³, Krishna Lamsal², Timothy Devereux^4,5, William Woodgate^4,6, Leonard Hambrecht², Emiliano Cimoli², Arko Lucieer², Lucie Homolová³, Omar Regaieg¹, Yingjie Wang⁷, Jean-Philippe Gastellu-Etchegorry⁷

1: Department of Geography, Universität Bonn, Germany; 2: School of Geography, Planning, and Spatial Sciences, University of Tasmania, Australia; 3: Global Change Research Institute of the Czech Academy of Sciences, Czech Republic; 4: School of Earth and Environmental Sciences, University of Queensland, Australia; 5: CSIRO, Space and Astronomy, Australia; 6: CSIRO, Land and Water, Australia; 7: Centre d’Etudes Spatiales de la Biosphère - UPS, CNES, CNRS, IRD, Université de Toulouse, France

The USGS Earth Mapping Resource Initiative

Todd Michael Hoefen¹, Raymond F. Kokaly¹, John F. Meyer¹, Evan M. Cox¹, Bernard E. Hubbard²

1: USGS, Denver, CO, United States of America; 2: USGS, Reston, VA, United States of America

Large-scale validation of fractional vegetation cover maps using high-resolution RGB-UAV videos.

Kevin Kühl, Peter Schwind, Paul Karlshöfer, Uta Heiden

German Aerospace Center (DLR), Earth Observation Center (EOC), Weßling, Germany

Cal/Val Activities for CHIME L2B High Priority Prototype Products

Lucie Homolová¹, Miroslav Pikl¹, Petr Lukeš¹, Jan Hanuš¹, Jochem Verrelst², Robert Milewski³, Karl Segl³, Stéphane Guillaso³

1: Global Change Research Institute of the Czech Academy of Sciences (CzechGlobe), Brno, Czech Republic; 2: Image Processing Laboratory, University of Valencia, Spain; 3: Helmholtz Centre Potsdam GFZ German Research Centre for Geosciences, Potsdam, Germany

Latest validation results of the EnMAP Level-2A bottom-of-atmosphere reflectance product produced with the EnMAP Processing Tool (EnPT)

Daniel Scheffler¹, Maximilian Brell¹, Karl Segl¹, Sabine Chabrillat^1,2

1: Helmholtz Centre Potsdam GFZ German Research Centre for Geosciences, Telegrafenberg, 14473 Potsdam, Germany; 2: Leibniz University Hannover, Institute of soil science, Herrenhäuser Str. 2, 30419 Hannover, Germany

WATERHYPERNET – Using a prototype network of automated in situ measurements of hyperspectral water reflectance for validation of hyperspectral satellite missions

Kevin Ruddick¹, Agnieszka Bialek², Vittorio Brando³, Alexandre Corizzi⁴, Pieter de Vis², Ana Dogliotti⁵, David Doxaran⁴, Clémence Goyens¹, Joel Kuusk⁶, Quinten Vanhellemont¹, Dieter Vansteenwegen⁷, Matthew Beck¹, Kenneth Flight⁶, Anabel Gammaru¹, Claudia Giardino⁸, Luis Gonzales Vilas³, Kaspars Laizans⁶, Francesca Ortenzio¹, Pablo Perna⁵, Estefania Piegari⁵, Lucas Rubinstein⁵, Morven Sinclair², Dimitry Van der Zande¹

1: Royal Belgian Institute of Natural Sciences (RBINS), Belgium; 2: National Physical Laboratory (NPL), Teddington, United Kingdom; 3: Consiglio Nazionale delle Ricerche (CNR-ISMAR), Rome, Italy; 4: Laboratoire Océanographique de Villefranche, Sorbonne Université (SU/LOV), Villefranche-sur-mer, France; 5: Instituto de Astronomía y Física del Espacio, Consejo Nacional de Investigaciones Científicas y Técnicas (IAFE, CONICET/UBA), Buenos Aires, Argentina; 6: Tartu University (TU), Tartu, Estonia; 7: Flanders Marine Institute (VLIZ), Oostende, Belgium; 8: Consiglio Nazionale delle Ricerche (CNR-IREA), Milan, Italy

Cross-Mission Methodology for Masking Validation: EnMAP cloud mask with Sentinel-5P

Efrain Padilla-Zepeda^1,2, Raquel De Los Reyes¹, Kevin Alonso³, Deni Torres-Roman², Adian Dawuda¹, Diego Loyola¹, Peter Reinartz¹

1: German Aerospace Center (DLR), Earth Observation Center (EOC), Remote Sensing Technology Institute (IMF), Oberpfaffenhofen, Germany; 2: Center for Research and Advanced Studies of the National Polytechnic Institute (Cinvestav), Telecommunications Group, Zapopan, Mexico; 3: Starion Group c/o European Space Agency (ESA), Frascati, Italy

Evaluation of the ATCOR methods for ENMAP and EMIT atmospheric correction

Daniel Schläpfer, Rudolf Richter

ReSe Applications LLC, Switzerland

CSIMBA: bridging the gap between quality and cost-oriented hyperspectral missions

Stefan Livens, Dirk Nuyts, Iskander Benhadj, Sindy Sterckx, Stefan Adriaensen

VITO Remote Sensing, Belgium

Flying Laboratory of Imaging Systems – Aircraft Infrastructure to Support Spaceborne Imaging Spectroscopy Missions

Jan Hanuš¹, Lukáš Slezák^1,2, Tomáš Hanousek^1,2, Daniel Kopkáně¹, Miroslav Pikl¹, Lucie Homolová¹

1: Global Change Research Institute of the Czech Academy of Sciences (CzechGlobe), Brno, Czech Republic; 2: Department of Geography, Masaryk University, Brno, Czech Republic

Uncertainty assessment, validation, and propagation for upcoming hyperspectral missions

Astrid M. Zimmermann¹, Pieter De Vis¹, Agnieszka Bialek¹, Andreas Hüni², Carmen Meiller², Mike Werfeli²

1: National Physical Laboratory, United Kingdom; 2: Remote Sensing Laboratories, University of Zurich, Switzerland

Estimation of forest functional vegetation traits from EnMAP Hyperspectral image using radiative transfer models and Machine Learning techniques

Nizom Farmonov, Jörg Bendix

Department of Geography, Laboratory for Climatology and Remote Sensing, Deutschhausstraße 12, D-35032 Marburg, Germany

Comparative evaluation of airborne CASI and spaceborne PRISMA hyperspectral data in a coastal lagoon

Federica Braga¹, Maria Laura Zoffoli¹, Congju Fu^1,2, Mariano Bresciani³, Alessia Tricomi⁴, Alice Fabbretto³, Monica Pinardi³, Gian Marco Scarpa¹, Giorgia Manfè¹, Giuliano Lorenzetti¹, Luca Zaggia⁵, Vittorio Ernesto Brando¹, Federico Falcini¹, Jaime Pitarch¹, Roberta Bruno⁴, Lorenzo Genesio⁶, Claudia Giardino³

1: CNR-ISMAR, Italy; 2: Università La Sapienza, Italy; 3: CNR-IREA, Italy; 4: e-Geos S.p.A.; 5: CNR-IGG, Italy; 6: CNR-IBE, Italy

SBG PLANTS: Plant Traits and Spectral database

Evan Lang², Yoseline Angel², Dhruva Kathuria², K. Dana Chadwick¹, Christiana Ade¹, Phil Brodrick¹, Alexey Shiklomanov²

1: NASA Jet Propulsion Laboratory, United States of America; 2: NASA Goddard Space Flight Center, United States of America

Using the Eradiate radiative transfer model to investigate the impact of surface heterogeneity on satellite image simulations

Vincent Leroy¹, Schunke Sebastian¹, Govaerts Yves¹, Luffarelli Marta¹, Momoi Masahiro², Pavel Litvinov²

1: Rayference, Belgium; 2: GRASP, France

Sensitivity analysis of PRISMA channels for water quality parameters assessment in different OWT

Raúl Alejandro Carvajal Téllez¹, Giovanni Laneve¹, Ashish Kallikkattil Kuruvila¹, Emilio D'ugo², Fabio Magurano², Alessandro Ursi³, Deodato Tapete³, Patrizia Sacco³

1: University of Sapienza, Italy; 2: Istituto Superiore di Sanità, Roma, Italy; 3: Agenzia Spaziale Italiana, Roma, Italy

Decoding the Spectral Signatures of Acacia saligna Using Multi Resolution Hyperspectral Images

Sharad Kumar Gupta^1,2, Marcelo Sternberg³, Eyal Ben-Dor⁴

1: Department of Earth Systems Research, Helmholtz-Zentrum Dresden-Rossendorf - Center for Advanced Systems Understanding, Görlitz, Germany; 2: Department of Monitoring and Exploration Technologies, Helmholtz Centre for Environmental Research (UFZ), Leipzig, Germany; 3: Plant Ecology Laboratory, School of Plant Science and Food Security, Tel Aviv University, Tel Aviv, Israel; 4: Remote Sensing Laboratory, School of Environment and Earth Sciences, Tel Aviv University, Tel Aviv, Israel

The EnMAP-Box: Advanced visualization and analysis of EnMAP data and beyond

Benjamin Jakimow¹, Andreas Janz¹, Akpona Okujeni¹, Leon-Friedrich Thomas², Hostert Patrick¹, Sebastian van der Linden³

1: Humboldt-Universität zu Berlin, Germany; 2: University of Helsinki, Finland; 3: University of Greifswald, Germany

Innovations and Challenges in L3 Soil Products with Current and Future Spaceborne Imaging Spectroscopy

Robert Milewski¹, Asmaa Abdelbaki¹, Stéphane Guillaso¹, Sabine Chabrillat^1,2

1: Helmholtz Centre Potsdam GFZ German Research Centre For Geosciences, Germany; 2: Leibniz Universität Hannover, Institute of Soil Science, Germany

Nighttime Imaging Spectroscopy from Space

Martin Bachmann, Miguel Pato, Tobias Storch

German Aerospace Center (DLR), Earth Observation Center (EOC), Germany

Leveraging EnMAP for building soil reflectance composites with Sentionel-2

Kevin Kühl, Paul Karlshöfer, Peter Schwind, David Marshall, Martin Bachmann, Uta Heiden

DLR Oberpfaffenhofen, Earth Observation Center, Germany

Biophysical parameter retrieval through the inversion of simulated hyperspectral vegetation data

Rasma Ormane, Harry Morris, Niall Origo

National Physical Laboratory, United Kingdom

Measuring Canopy Nitrogen Content via Spectroscopy using the EnMAP-Box Hybrid Retrieval Workflow

Tobias Hank¹, Stefanie Steinhauser¹, Matthias Wocher²

1: Dept. of Geography, Ludwig-Maximilians-Universität München, Germany; 2: OHB System AG, Oberpfaffenhofen, Germany

Simulated trait and spectroscopy data to support retrieval of forest biophysical parameters from spaceborne imaging spectroscopy

Tomáš Hanousek^1,2, Terézia Slanináková³, Růžena Janoutová¹, Marian Švik^1,2, Lucie Homolová¹, Tomáš Rebok³

1: Global Change Research Institute of the Czech Academy of Sciences (CzechGlobe), Brno, Czech Republic; 2: Department of Geography, Masaryk University, Brno, Czech Republic; 3: Institute of Computer Science, Masaryk University, Brno, Czech Republic

Comparative Evaluation of Plant Trait Retrieval Methods: Towards SBG VSWIR Terrestrial Algorithm Development

Christiana Ade¹, Ting Zheng², Dhruva Kathuria³, Yoseline B. Angel Lopez³, Evan Lang³, Philip A. Townsend², Shawn P. Serbin³, Philip G. Brodrick¹, Alexey N. Shiklomanov³, Petya K. Campbell⁴, Karl F. Huemmrich⁴, Dana Chadwick¹

1: NASA Jet Propulsion Laboratory, United States of America; 2: University of Wisconsin- Madison; 3: NASA Goddard Space Flight Center; 4: University of Maryland

Monitoring Forest Disturbance in the Hunsrück-Hochwald National Park using Spaceborne Imaging Spectroscopy

Martin Schlerf¹, P. Christen¹, J. Stoffels¹, Katja Berger², Henning Buddenbaum³, Enmanuel Rodriguez³, Christian Bossung¹, Achim Roeder²

1: Luxembourg Institute of Science and Technology, Belvaux, Luxembourg; 2: Helmholtz GFZ German Research Centre for Geosciences, Germany; 3: University of Trier, Trier, Germany

Studying the transferability of the BRDF normalization HABA algorithm from Sen2like multispectral to EnMAP hyperspectral.

César José Guerrero Benavent¹, Belen Franch Gras^1,2, Italo Moletto Lobos¹, Sebastien Saunier³, Raquel de los Reyes⁴, Tobias Storch⁴, Peter Schwind⁴

1: Universitat de Valencia, Spain; 2: Dept of Geographical Sciencies, Univesity of Maryland, United States; 3: Telespazio France, Satellite System and Operation, France; 4: German Aerospace Center (DLR), Earth Observation Center (EOC), Germany

VAE-based Emulator for Fast Hyperspectral Image Generation

Chedly Ben Azizi, Claire Guilloteau, Gilles Roussel, Matthieu Puigt

LISIC, France

PRISMA hyperspectral data for cryosphere parameters estimation

Ludovica De Gregorio¹, Mattia Callegari¹, Roberto Colombo⁴, Biagio Di Mauro², Roberto Garzonio⁴, Claudia Giardino², Federico Grosso³, Carlo Marin¹, Erica Matta², Claudia Notarnicola¹, Monica Pepe², Paolo Pogliotti³, Claudia Ravasio⁴, Antonio Montuori⁵

1: Eurac Research, Italy; 2: National research council (CNR), Italy; 3: ARPA Val d'Aosta, Italy; 4: University of Milano - Bicocca, Italy; 5: Italian space agency (ASI), Italy

Integrating In Situ Forest Traits and Airborne Hyperspectral Data to Support the Development of High Level Spaceborne Imaging Spectroscopy Products

Lucie Homolová¹, Petr Lukeš¹, Zuzana Lhotáková^1,2, Eva Neuwirthová², Marian Švik^1,3, Růžena Janoutová¹, Vojtěch Bárta¹, Hanuš Jan¹, Jana Albrechtová^1,2

1: Global Change Research Institute of the Czech Academy of Sciences (CzechGlobe), Brno, Czech Republic; 2: Department of Experimental Plant Biology, Charles University, Prague, Czech Republic; 3: Department of Geography, Masaryk University, Brno, Czech Republic

PRISMA-SCIENZA Programme, Italy's advances in Hyperspectral Data and Downstream Applications

Giorgio Antonino Licciardi, Maria Libera Battagliere, Luigi D'Amato, Maria Daraio, Rocchina Guarini, Antonio Montuori, Giovanni Rum, Simona Zoffoli

ASI - Italian Space Agency, Italy

Improved spectral Earth observations to support EU environmental policy needs

Katja Berger¹, Saskia Förster², Martin Schlerf³, Patrick Hostert⁴, Martin Herold¹

1: Helmholtz GFZ German Research Centre for Geosciences, Germany; 2: Umweltbundesamt - German Environment Agency, Dessau, Germany.; 3: Luxembourg Institute of Science and Technology, Remote Sensing and Natural Resources Modelling Group, 41 rue du Brill, L-4422 Belvaux, Luxembourg; 4: Geography Department, Humboldt-Universität zu Berlin, and Integrative Research Institute of Transformations of Human-Environment Systems (IRI THESys), Humboldt-Universität zu Berlin, Berlin, Germany

HYPERedu Online Learning Program: Concept, Implementation Status and Cooperation Opportunities

Katrin Koch¹, Arlena Brosinsky¹, Robert Eckardt^2,3, Saskia Foerster⁴, Vera Krieger⁵

1: Deutsches GeoForschungsZentrum (GFZ) Potsdam, Germany; 2: Friedrich-Schiller-University of Jena, Department of Earth Observation, Jena, Germany; 3: Ignite education GmbH, Jena, Germany; 4: UBA German Environment Agency, Dessau-Roßlau, Germany; 5: DLR German Space Agency, Bonn, Germany

Improvement of EnMAP Cloud and Cloud Shadow Masks with Physically Based Mask Refinements and Machine Learning

Leander Leist¹, Boris Thies¹, Johannes Drönner², Sebastian Egli³, Jörg Bendix¹

1: University of Marburg, Department of Geography, Germany; 2: GeoEngine GmbH, Marburg, Germany; 3: agriBORA GmbH, Darmstadt, Germany

GALENE: an envisioned satellite mission for observing coastal and inland aquatic ecosystems and wetlands

Malik Chami¹, Astrid Bracher², Xavier Briottet³, Maycira Costa⁴, Alexander Damm-Reiser⁵, Arnold Dekker⁶, Shungu Garaba⁷, Peter Gege⁸, Claudia Giardino⁹, Els Knaeps¹⁰, Tiit Kutser¹¹, Richard Lucas¹², Daniel Odermatt¹³, Gerard Otter¹⁴, Nima Pahlevan¹⁵, Nicole Pinnel⁸, Sindy Sterckx¹⁰, Kevin Turpie¹⁶

1: Sorbonne Université, France; 2: Alfred Wegener Institute - Helmholtz Center for Polar- and Marine Research; 3: ONERA; 4: University of Victoria; 5: University of Zurich; 6: CSIRO; 7: Carl von Ossietzky Universität Oldenburg; 8: German Aerospace Center (DLR); 9: National Research Council (CNR); 10: VITO; 11: University of Tartu; 12: Aberystwyth University; 13: Eawag; 14: TNO; 15: NASA; 16: University of Maryland Baltimore County

CHRIS/Proba-1 Reprocessing Campaign to Generate Analysis Ready Data

Samantha Lavender¹, Mike Cutter², Roberto Biasutti³

1: Telespazio UK, United Kingdom; 2: SSTL, United Kingdom; 3: ESA/ESRIN, Italy

Summer schools as a tool for top-down and bottom-up preparation and networking.

Massimo Musacchio¹, Maria Titi Melis², Simone Gottardelli³, Malvina Silvestri¹, Maria Fabrizia Buongiorno¹, Jean Pierre Fosson³

1: INGV, Italy; 2: Università degli Studi di Cagliari, Italy; 3: Fondazione Montagna Sicura, Italy

The CHIME Observation Performance Simulator (OPSI) Software System: development and status at Critical Design Review

Nicolas Lamquin¹, Benjamin Finociety¹, Romain Sumérot¹, Sinh Khoa Nguyen¹, Meriem Chakroun¹, Clarissa Hamann², Johanna dall'Amico², Isabell Krisch², Richard Wachter², Johannes Schmidt², Dimitri Lebedeff³, Vincent Soulignac³, Hugo Monchatre³, Antonio Gabriele⁴, Adrian Garcia⁴, Ignacio Fernandez⁴

1: ACRI-ST, France; 2: OHB, Germany; 3: Thales Alenia Space, France; 4: ESA

NASA EMIT Imaging Spectroscopy Observations, Products, and Plans for the Extended Mission

Robert Green, David Thompson, Phil Brodrick, Dana Chadwick

NASA JPL Caltech, United States of America

Revealing Reef Dynamics with NASA’s EMIT Imaging Spectrometer

Kelly Luis, David R. Thompson, Philip Brodrick, Christine Lee, Christiana Ade, Dana Chadwick, Regina Eckert, Niklas Bohn, Robert O Green

NASA Jet Propulsion Laboratory, United States of America