Conference Agenda

ESA Welcome & Objectives

Francesco Sarti

ESA, Netherlands, The

Welcome Message from State Secretary, Ministry of the Economy, Tourism and Sport

Matevž Frangeš

Ministry of the Economy, Tourism and Sport, Slovenia

Welcome Message from Vice-rector for research and development of the University of Ljubljana

Gregor Dolinar

Faculty of Electrical Engineering, University of Ljubljana, Slovenia

Workshop Agenda & Logistics

Klaus Scipal

European Space Agency-ESA, Germany

PolInSAR achievements since PolInSAR 2023

Magdalena Fitrzyk

RSAC c/o European Space Agency ESA-ESRIN, Italy

ESA SAR Missions Status

Clement Albinet

European Space Agency (ESA), Italy

The NASA-ISRO SAR (NISAR) Mission: Overview and Status

Marco Lavalle, Paul Rosen

NASA JPL, United States of America

ALOS-4 PALSAR-3 – An L-band SAR Mission with Operational Polarimetric Capacity

Ake Rosenqvist^1,2, Takeo Tadono¹, Takeshi Motohka¹

1: Japan Aerospace Exploration Agency, Japan; 2: solo Earth Observation (soloEO), Japan

Modernizing PolSARpro: A Python-Based Re-Implementation for Research and Education

Olivier D’Hondt¹, Armando Marino², Eric Pottier³, Lena Woźniak⁴, Magdalena Fitrzyk⁵, Francesco Sarti⁶

1: SAREO, Poland; 2: University of Stirling, UK; 3: IETR, France; 4: SATIM, Poland; 5: RSAC c/o ESA, Italy; 6: European Space Agency, ESA, Italy

Introducing the LSI-VC PolSAR Activity – A CEOS Effort to Support the Advancement of Polarimetric SAR R&D for Experts and New Users

Ake Rosenqvist^1,4, Magdalena Fitrzyk^2,3, Francesco Sarti³, Takeo Tadono⁴

1: solo Earth Observation (soloEO), Japan; 2: RSAC c/o ESA, Italy; 3: European Space Agency, Italy; 4: Japan Aerospace Exploration Agency, Japan

Modeling Multi-Static and Multi-Polarization Radar Scattering Off Anisotropic Soil

Konstantinos Karachristos, Ferdinando Nunziata, Nazzareno Pierdicca, Davide Comite

sapienza university of rome, Italy

Testing different methodologies to decompose PolSAR data into an Focus partial target plus a Residual one (1F+R)

Armando Marino

The University of Stirling, United Kingdom

Quad-pol Data Reconstruction from Compact-pol Data Using Deep Learning Methods

Sahar Ebrahimi^1,2, Vahid Akbari¹, Armando Marino¹, Mina Moradizadeh², Iman Khosravi²

1: University of Stirling, United Kingdom; 2: University of Isfahan, Iran

Decomposition of PolSAR heterogeneous targets using tensor fields

Armando Marino

The University of Stirling, United Kingdom

Comprehensive Analysis of Helical Scattering Component using ISRO’s EOS-04 Full Polarimetric SAR Data (💻online)

Jayasri Poludasu V¹, T. Gopi Krishna², K. Niharika¹, H.S.V. Usha Sundari Ryali¹

1: National Remote Sensing Centre, Indian Space Research Organisation (ISRO), India; 2: Samskruti College of Engineering and Technology, Hyderabad, India

Full-Polarimetric Calibration of Ground-Based Radar using Corner Reflectors

Je-Yun Lee, Sang-Hoon Hong

Pusan National University, Korea, Republic of (South Korea)

Shedding New Light on the Lunar South Pole Through Quad-Polarimetric Chandrayaan-2 L-band Data

Poppy McVann¹, Armando Marino², Richard Ghail¹, Gerard Gallardo i Peres³, Philippa Mason³, Connor Knight¹

1: Royal Holloway, University of London, United Kingdom; 2: University of Stirling; 3: Imperial College London

Multiscale Analysis of InSAR Phase Measurements for Forest Structure Characterization

Lea Albrecht, Konstantinos Papathanassiou

DLR, Germany

Exploiting Sentinel-1 Polarimetric Diversity for Near Real-Time Forest Loss Monitoring using a Bayesian Detector

Marta Bottani¹, Laurent Ferro-Famil^1,2

1: CESBIO, Toulouse, France; 2: ISAE Supaero, Toulouse, France

Polarization Coherence Tomography for Reconstructing Forest 3D Reflectivity from Multi-Frequency SAR and Lidar Measurements

Desirée Murgia^1,2,3, Roman Guliaev¹, Matteo Pardini¹, Fabrizio Lombardini³, Konstantinos Papathanassiou¹

1: German Aerospace Center (DLR), Germany; 2: University of Pisa, Department of Earth Science; 3: University of Pisa, Department of Information Engineering

Mission Overview

Björn Rommen

European Space Agency-ESA, Netherlands, The

Mission Performance at the end of Commissioning phase

Antonio Leanza

ESA, Netherlands, The

Mission Planning, Orbit Performance and Potential Evolutions

Jakob Karg

European Space Agency-ESA, Germany

Results from BIOMASS In-Orbit Commissioning analyses

Laura Fioretti¹, Francesco Banda¹, Emanuele Giorgi¹, Marco Di Trocchio¹, Riccardo Piantanida¹, Andrea Recchia¹, Marco Manzoni²

1: aresys, Italy; 2: Politecnico di Milano, Italy

Evaluation of BIOMASS Radiometric Stability using Permanent Scatterers: first results from the commissioning phase

Marco Manzoni¹, Francesco Banda², Stefano Tebaldini¹

1: Politecnico di Milano, Italy; 2: Aresys S.r.l.

Six+2 Months of BIOMASS in Orbit: Surprises and Challenges – A PolInSAR Perspective

Konstantinos Papathanassiou, Roman Guliaev, Noelia Romero-Puig, Jun-Su Kim, Matteo Pardini, Georg Fischer, Felipe Betancourt-Payan, Pau Prats

German Aerospace Center, DLR, Germany

Validating Global TEC Map by exploring BIOMASS polarimetric measurements

Jun Su Kim, Felipe Betancourt-Payan, Konstantinos Papathanassiou

German Aerospace Center, Germany

On the role of ionospheric layering in BIOMASS interferometry: phenomenology and correction methods

Stefano Tebaldini¹, Francesco Salvaterra¹, Francesco Banda², Muriel Pinheiro³

1: Politecnico di Milano, Italy; 2: Aresys; 3: ESA ESRIN

Polarimetric and Interferometric Optimization of Ionospheric Calibration

Felipe Betancourt-Payan, Jun Su Kim, Pau Prats-Iraola, Roman Guliaev, Marc Rodriguez-Cassola, Kostas Papathanassiou

German Aerospace Center (DLR), Germany

A critical gap filled in temporal decorrelation: P-band radar stability enables tomographic mapping of the Amazon

Dinh Ho Tong Minh¹, Yen-Nhi Ngo², Thanh Huy Nguyen³, Thuy Le Toan⁴

1: INRAE, France; 2: TomoSAR, France; 3: LIST, Luxembourg; 4: CESBIO-GlobEO

Investigation of P-band interferometry using early BIOMASS data

Urs Wegmüller, Christophe Magnard, Maurizio Santoro, Oliver Cartus, Andreas Wiesmann

Gamma Remote Sensing AG, Switzerland

Polarimetric Effects in P-band Interferometric Phase Triplets

Serdar Rama^1,2, Noelia Romero-Puig¹, Irena Hajnsek^1,2, Konstantinos Papathanassiou¹

1: German Aerospace Center, DLR e.V., Germany; 2: ETH Zurich, Switzerland

Statistical Analysis of InSAR Closure Phases in Various Land Cover Conditions Using Sentinel-1 and Biomass Observations

Yan Yuan, Paco López-Dekker

Delft University of Technology, Netherlands, The

BIOMASS 3D Reflectivity Reconstructions for Forest Structure Mapping: Early Mission Results

Matteo Pardini, Roman Guliaev, Noelia Romero-Puig, Felipe Betancourt-Payan, Pau Prats, Konstantinos Papathanassiou

German Aerospace Center (DLR), Germany

First Tomographic Results with BIOMASS

Francesco Salvaterra², Francesco Banda¹, Naomi Petrushevsky², Stefano Tebaldini²

1: aresys, Italy; 2: Politecnico di Milano, Italy

Forest disturbance analysis of BIOMASS time-series in the Brazilian Amazon: comparison with Sentinel-1 and Sentinel-2 missions

Marta Bottani¹, Laurent Ferro-Famil^1,2, Stéphane Mermoz³, Juan Doblas³, Thuy Le Toan³, Thierry Koleck^1,4

1: CESBIO, Toulouse, France; 2: ISAE Supaero, Toulouse, France; 3: GlobEO, Toulouse, France; 4: CNES, Toulouse, France

An Open-Source and Gpu Sar Polarimetric Processor for Ers-1/2 and Envisat

Clément Albinet¹, Michael Aspetsberger², Massimo Cardaci³, Helen Clifton⁴, Fabiano Costantini⁴, Laura Fioretti⁵, Marco Galli³, Andreas Hangler², Lisa Haskell⁴, Chloe Martella³, Sabrina Pinori³, Andrea Recchia⁵, Florian Steinschorn², John Swinton⁴

1: European Space Agency / Agence Spatiale Européenne, Italy; 2: Cloudflight, Austria; 3: SERCO, Italy; 4: Telespazio, UK; 5: Aresys, Italy

BioMassQuilombo-Amazon: Participatory Calibration and Validation of ESA BIOMASS SAR

Polyanna da Conceição Bispo¹, Laurent Ferro-Famil^2,3, Juan Doblas⁴, Marta Botanni³, Armando Marino⁵, Thiago Sanna F. Silva⁶, Celso H. L. Silva Junior⁷, Bruno Luize¹, Renata M. Ribeiro⁷, Tahisa N. Kuck⁸, James F. Moura Jr.¹, Fernando G. de Carvalho⁹, Paulo M. A. Graça¹⁰, Nívia Pires Lopes¹¹, Pitágoras da Conceição Bispo¹², Loïc Pellissier^13,14

1: University of Manchester, United Kingdom; 2: ISAE-SUPAERO, University of Toulouse, France; 3: CESBIO, University of Toulouse, France; 4: GlobEO, France; 5: Biological and Environmental Sciences, University of Stirling, UK; 6: Faculty of Natural Sciences, University of Stirling, UK; 7: Instituto de Pesquisa Ambiental da Amazônia – IPAM, Brazil; 8: Instituto de Estudos Avançados– IEAv, Brazil, Brazil; 9: Instituto Tecnológico Vale– ITV, Brazil; 10: Instituto Nacional de Pesquisas da Amazônia – INPA, Brazil; 11: Department of Animal Science, Federal University of Roraima, Brazil; 12: Laboratório de Biologia Aquática (LABIA), Programa de Pós-Graduação em Biociências—Interunidades, Faculdade de Ciências e Letras de Assis, Universidade Estadual Paulista “Júlio de Mesquita Filho” (UNESP), Brazil; 13: Ecosystems & Landscape Evolution, Department of Environmental Systems Science, Institute of Terrestrial Ecosystems, Swiss Federal Institute of Technology, ETH Zurich, Switzerland; 14: Department of Landscape Dynamics & Ecology, Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Switzerland

TWIST-NZ - Tree Water and Soil Moisture Integration for Satellite Calibration and Validation in New Zealand - Early BIOMASS results

Anke Fluhrer¹, Dean Meason², Konstantinos Andreadis³, Florian Hellwig^4,1, Clémence Dubois⁵, Mehdi Rahmati⁶, Donald White², Thomas Jagdhuber^1,4, Carsten Montzka⁶

1: German Aerospace Center (DLR), Microwaves and Radar Institute, Oberpfaffenhofen, Germany; 2: SCION Research, New Zealand; 3: University of Massachusetts Amherst, Northeast Climate Adaption Science Center, MA, USA; 4: University of Augsburg, Institute of Geography, Augsburg, Germany; 5: German Aerospace Center (DLR), Institute of Data Science, Jena, Germany; 6: Forschungszentrum Jülich, Institute of Bio- and Geosciences: Agrosphere (IBG-3), Jülich, Germany

Exploring Polarimetric Signatures for Geology: Anticipated Biomass Data Applications in the Gobi Desert, Mongolia

Zbigniew Perski, Michalina Cisło, Maria Przyłucka, Antoni Wójcik

Polish Geological Institute - National Research Institute, Poland

A TWO-STAGE MACHINE LEARNING FRAMEWORK FOR CHARACTERIZING AND ADDRESSING SYSTEMATIC BIAS IN GLOBAL ABOVEGROUND BIOMASS PRODUCTS FOR TROPICAL FORESTS

Gabriel da Rocha Bragion, Mounia El Baz, Clément Albergel, Klaus Scipal, Rochelle Schneider

European Space Agency

Evaluation of permanent scatterer interferometric phase based on atmospheric correction for ground-based radar

Yeojin Kim, Sang-Hoon Hong

Pusan National University/Geological sciences, Korea, Republic of (South Korea)

Validation of DTM Derived from P-band SAR Under the Amazon Rainforest: from Airborne Surveys to the Biomass Perspective

Laurent Polidori¹, Mhamad El Hage², Laurent Ferro-Famil³, Ludovic Villard³, Carlos Caldeira⁴

1: UFPA, Brazil; 2: Lebanese University, Lebanon; 3: CESBIO, France; 4: UFRA, Brazil

An Extension Of The MF3C Decomposition For PolSAR Data

J. David Ballester-Berman¹, Qinghua Xie², Hongtao Shi³

1: Universitat d'Alacant, Spain; 2: China University of Geosciences, Wuhan, P.R. China; 3: China University of Mining and Technology, Xuzhou, P.R. China

Underlying Terrain and Forest Height Retrieval Based on Lutan-1 L-Band Bistatic InSAR Phase Height Histograms

Jinting Zheng¹, Yang Lei², Guoqing Li¹, Yuxiao Qin¹, Weiliang Li²

1: School of Electronics and Information, Northwestern Polytechnical University, Xi’an 710129, China; 2: National Space Science Center, Chinese Academy of Sciences, Beijing, 100190, China

Dual-polarimetric scattering information for AGB modeling using NISAR Simulated data

Unmesh Khati¹, Bhavya Jaiman¹, Abhinav Verma², Avik Bhattacharya²

1: Indian Institute of Technology Indore, India; 2: Indian Institute of Technology Bombay, India

Algorithm Calibration Analysis of a Brazilian Amazon Forest Biomass Estimation Based on Satellite Data Extracted from Esa’s Biomass Project

Nilton Gomes Furtado^1,3, Diego Ramon Bezerra da Silva², Cicero Inacio da Silva⁴, Julia Vasconcelos Furtado^1,3, Cecilia Almeida Silva⁵, Guido Lemos de Souza Filho²

1: Universidade de Aveiro, Portugal; 2: Universidade Federal da Paraiba, Brasil; 3: 6bios Environmental Technologies Europe, Portugal; 4: Universidade Federal de São Paulo, Brasil; 5: Universidade de Lisboa, Portugal

A unified deep learning Model for despeckling in multi-modal polarimetricSARdata

Gianpaolo Passarello¹, Sergio Vitale¹, Hossein Aghababaei², Giampaolo Ferraioli¹, Vito Pascazio¹

1: Università di Napoli Parthenope, Italy; 2: University of Twente, The Netherlands

Physical scattering model-based forest height retrieval Using Lutan-1 L-Band Bistatic Single-Baseline Single-Polarization InSAR Data

Weiliang Li^1,2, Yang Lei¹

1: National Space Science Center, Chinese Academy of Sciences, China, People's Republic of; 2: University of Chinese Academy of Sciences, China, People's Republic of

Multi-Stage Coherence-Polarization Fusion Modeling for Snow Depth and Snow Water Equivalent Estimation from Sentinel-1 Dual-Pol Data

Sreelekshmi S, Gulab Singh

Indian Institute of Technology Bombay

The prospect of synergistic above-ground biomass monitoring with BIOMASS, Sentinel-1, NISAR, and TanDEM-X SAR polarimetric and interferometric SAR data

Maciej Soja¹, Bas Lerink¹, Christina Cappello¹, Gert-Jan Nabuurs¹, MartJan Schelhaas¹, Marek Lisańczuk², Krzysztof Stereńczak², Iciar Alberdi³, Maria Dolores Pasalodos Tato⁴, Klaus Scipal⁵

1: Wageningen Environmental Research, Netherlands, The; 2: Forest Research Institute, Poland; 3: INIA-CIFOR, Spain; 4: MITECO, Spain; 5: European Space Agency, Italy

Citizen Science Mobile App for Collecting Ground Data for the Cal/Val of the ESA Biomass Satellite

Milutin Milenković, Florian Hofhansl, Tobias Sturn, Rudi Weinacker, Santosh Karanam, Ivelina Georgieva, Linda See, Dmitry Shchepashchenko, Ian McCallum, Steffen Fritz

The International Institute for Applied Systems Analysis (IIASA), Austria

Forest height inversion using Hongtu-1 multi-static X-band SAR tomography

Guobing Zeng

Beihang University, China, People's Republic of

Using Sentinel-1 Coherence Change as an Indicator of Forest Disturbances

Vít Ježek¹, David Moravec^1,2

1: Czech University of Life Sciences Prague; 2: TUD | Dresden University of Technology

Towards a Foundation Model for Global Terrestrial 3D Above and Below Ground Carbon Stock Mapping (3D-ABC)

Megan Udy¹, Matteo Pardini¹, Irena Hajnsek¹, Guido Grosse², Pedram Ghamisi³, Gabriele Cavallaro⁴, Martin Herold⁵, Andreas Huth⁶

1: German Aerospace Centre, Microwaves and Radar Institute, Oberpfaffenhofen, Germany; 2: Alfred Wegener Institute for Polar and Marine Research, Potsdam, Germany; 3: Helmholtz-Zentrum Dresden-Rossendorf, Dresden, Germany; 4: Jülich Supercomputing Centre, Forschungszentrum Jülich, Jülich, Germany; 5: Hemlholtz Centre for Geosciences, Potsdam, Germany; 6: Helmholtz Centre for Environmental Research, Leipzig, Germany

The Role of Polarimetry in D-InSAR Retrievals of SWE on Glaciers

Anna Behrmann¹, Georg Fischer¹, Irena Hajnsek^1,2

1: German Aerospace Center (DLR), Germany; 2: ETH Zürich, Switzerland

Simulating Sub-daily Backscatter to Advance the Development of a SAR Mission for Vegetation Water, Carbon and Health

Anna Selina Neyer¹, Nathan Van der Borght¹, Emma Tronquo^1,2, Susan Steele-Dunne¹

1: Delft University of Technology, The Netherlands; 2: Ghent University, Belgium

Quantifying Forest Diversity through Spectral Metrics from PRISMA and Structural Information from BIOMASS P-band SAR

Elizaveta Avoiani¹, Yu Dong², Zahra Dabiri²

1: Mendel University in Brno, Faculty of Forestry and Wood Technology, Department of Forest Management and Applied Geoinformatics, Brno, Czechia; 2: Paris Lodron University of Salzburg, Faculty of Digital and Analytical Sciences, Department of Artificial Intelligence and Human Interfaces, Salzburg, Austria

Potential of P-band BIOMASS data to estimate subsurface soil moisture in a semi-arid region of the southern Mediterranean

Nadia Ouaadi¹, Emna Ayari², Hamza Ouatiki¹

1: CRSA, Mohammed VI Polytechnic University, Ben Guerir, Morocco; 2: VPE, Swedish University of Agricultural Sciences, Umeå, Sweden

Polarimetric Differential Entropy Analysis for Mapping Ancient Riverbeds in the BirsafSaf Region (Egypt) Using Multi-Sensor SAR Data

Nathan Paillou¹, Régis Guinvarc'h², Laetitia Thirion²

1: Private; 2: SONDRA, France

Novel insights of the water cycle and flood dynamics using BIOMASS Cal/Val data

Thanh Huy Nguyen¹, Dinh Ho Tong Minh², Patrick Matgen¹, Marco Chini¹, Yu Li¹, Christophe Fatras³

1: Luxembourg Institute of Science and Technology, Luxembourg; 2: INRAE; 3: Collecte Localisation Satellites

MAPPING OF ACACIA XANTHOPHLOEA SPP USING SENTINEL 1 SINGLE LOOK COMPLEX AND MACHINE LEARNING APPROACHES

Anne Osio

Technical University of Kenya, Kenya

Long Term Temporal Stability of Forest Scatterers at P-band: An Assessment based on Air- and Space-borne Data Sets

Fred Terrance Ndouni Missono^1,3, Irena Hajnsek^1,2, Konstantinos Papathanassiou¹, Matteo Pardini¹, Roman Guliaev¹

1: German Aerospace Center (DLR), Germany; 2: ETH Zurich Institute of Environmental Engineering, Switzerland; 3: Gabonese Agency for Space Studies and Observations (AGEOS)

Integration of interferometric and polarimetric observables for permafrost characterization at P- and L-band

Jakub Petříček¹, Malin Johansson¹, Cathleen Jones², Line Rouyet³

1: UiT The Arctic University of Norway, Norway; 2: Jet Propulsion Laboratory, California Institute of Technology; 3: NORCE Norwegian Research Centre AS

Improving cotton yield and biomass prediction by assimilating SAR data into a modified crop growth model with simple calibration

Jing Long Liu¹, Allard De Wit², Maciej J. Soja², Jordi J. Mallorqui¹, Antoni Broquetas¹

1: Universitat Politècnica de Catalunya, Barcelona, Spain; 2: Wageningen Environmental Research, Wageningen, Netherlands

Global Coverage of Sentinel-1 InSAR and Spaceborne LiDAR: A Pathway to Data-Driven Forest Height Modeling

Hossein Aghababaei¹, Giampaolo Ferraioli², Jaan Praks³, Erkki Tomppo⁴, Gilda Schirinzi², Thibault Taillade⁵

1: University of Twente, Netherlands,; 2: University of Parthenope, Italy; 3: Aalto University, Finland; 4: University of Helsinki, Helsinki FI-00014, Finland; 5: European Space Agency, ESRIN, Frascati, Italy

Forest Vertical Profile Estimation Using SAR Tomography with L-band UAVSAR Datasets

Shubham Awasthi, Philippa Masson

Imperial Collge London, United Kingdom

Exploring Context Learning for SAR-Based Global Biomass Estimation: A Proof-of-Concept Using Sentinel-1 and ESA Biomass Mission Data

Sara Romagnoli, Erminia De Grandis, Alessandro Marin

CGI Italia, Frascati, Italy

Estimation of AGB Density by Fusing PolInSAR, Sentinel-2, Dynamic World V1 and GEDI Data with Machine Learning in Pongara National Park, Gabon

Noureddine Benhalima, Mounira Ouarzeddine, Boularbah Souissi

USTHB, Faculty of Electrical Engineering, Algeria

Developing a UAV-SAR Measurement Concept for Diurnal Vegetation Water Monitoring

Evripidis Avouris¹, David Moravec^1,2, Natalie Orlowski³, Matthias Forkel¹

1: TUD Dresden University of Technology, Professorship in Environmental Remote Sensing, Dresden, Germany; 2: Czech University of Life Sciences, Prague, Czech Republic; 3: TUD Dresden University of Technology, Chair of Forest Sites and Hydrology, Dresden, Germany

Detection of burnt area using dual polarimetric SAR data: the case study of May 2022 Stromboli wildfire

Marco Polcari, Emanuele Ferrentino, Giuseppe Esposito, Giovanni Anconitano, Christian Bignami

Istituto Nazionale di Geofisica e Vulcanologia, Italy

Detecting Reflection Symmetry in Polarimetric Synthetic Aperture Radar Imagery

Ken Yoong Lee¹, Hao Tang², Santo Valenti Salinas¹, Kim Hwa Lim¹, Soo Chin Liew¹

1: Centre for Remote Imaging, Sensing and Processing, National University of Singapore, Singapore; 2: Department of Geography, National University of Singapore, Singapore

Concealed Object Detection in Forested Areas Using PolTomoSAR with Various Baseline Configurations

Youssra El Bennioui¹, Laurent Ferro-famil^1,2

1: ISAE-SUPAERO, University of Toulouse, France; 2: CESBIO, University of Toulouse, France

Calibration and Validation of Aboveground Biomass Estimates from the ESA BIOMASS Mission Using Brazilian Atlantic Forest Plots

Rodrigo Pinto, Matheus Ferreira

University of São Paulo, Brazil

BIOMASS height product validation using airborne laser scanning and field data over the Brazilian Amazon

Daniel Braga¹, Klaus Scipal², Muriel Pinheiro², Clement Albinet², Diego Fernandez Prieto², Saskia Brose², Luiz E. O. C. Aragão¹, Ricardo Dalagnol³, José Humberto Chaves⁴, Fabian Jörg Fischer^5,6

1: National Institute for Space Research - INPE, São José dos Campos, SP 12227-010, Brazil; 2: European Space Agency - ESA, Frascati, RM 00044, Italy; 3: CTrees, Pasadena, CA 91105, USA; 4: Brazilian Forest Service - SFB, Brasília, DF 70818-900, Brazil; 5: University of Bristol, Bristol, BS8 1TQ, UK; 6: Technical University of Munich, Freising, 85354, Germany

BIOMASS Cal/Val with forest inventory and UAV lidar data in the Peruvian rainforest

Xiao Liu¹, Marie Schreiber², Matthias Forkel¹

1: TUD Dresden University of Technology, Germany; 2: Wilderness International

Assessing the potential of the BIOMASS mission for the Arctic Methane and Permafrost Challenge (AMPAC)

Annett Bartsch, Barbara Widhalm

b.geos, Austria

Assessing Permafrost Coastal Erosion and Retrogressive Thaw Slumps through X-Band Interferometry and Environmental Covariate Analysis

Kathrin Stroessner^1,2, Kathrin Maier³, Ralf Ludwig¹, Irena Hajnsek^2,3

1: University of Munich (LMU); 2: German Aerospace Center (DLR); 3: ETH Zurich

Analysis of L- and P-band InSAR Histograms for Mapping Forest Structure

Chiara Telli¹, Gustavo Shiroma², Marco Lavalle²

1: Sapienza University of Rome, Italy; 2: Jet Propulsion Laboratory, California Institute of Technology

Analysis of Congo Basin rainforest regrowth trajectories by land use history

Andrés Martínez de Velasco¹, Sacha Delecluse², Félicien Meunier¹, Pierre Defourny², Hans Verbeek¹, Marijn Bauters¹

1: Ghent University; 2: Université catholique de Louvain

Aboveground biomass global comparative analysis framework

Mikhail Urbazaev¹, Arnan Araza², Martin Herold¹

1: GFZ Helmholtz Centre for Geosciences, Germany; 2: Wageningen University & Research, Netherlands

A Novel Corner-Reflector Approach for Active Microwave Monitoring of Forest VOD

David Moravec^1,2, Evripidis Avouris¹, Vít Ježek², Matthias Forkel¹

1: Dresden University of Technology (TUD); 2: Czech University of Life Sciences Prague (CZU)

A DEM-Constrained and Multi-Orbit Fusion Approach for Forest Height Retrieval in Mountainous Areas Using SAOCOM L-Band PolInSAR Data

Liang Wang¹, Kun Li^1,2, Ping Li³, Hao Wang¹

1: Chinese Academy of Sciences Aerospace Information Research Institute; 2: University of Chinese Academy of Sciences, School of Resources and Environmental Science; 3: College of Oceanography and Space Informatics, China University of Petroleum (East China)

A Comparison of P- and C-band SAR Sensitivity for Ecosystem Mapping in the Brazilian Amazon

Yu Dong¹, Elizaveta Avoiani², Zahra Dabiri¹

1: Paris Lodron University of Salzburg, Faculty of Digital and Analytical Sciences, Department of Artificial Intelligence and Human Interfaces, Salzburg, Austria; 2: Mendel University in Brno, Faculty of Forestry and Wood Technology, Department of Forest Management and Applied Geoinformatics, Brno, Czechia

Time-Series Analysis Of S-1 Coherence For Deforestation Mapping Across The Tropics

Anam Sabir, Chumbitha Leena, Unmesh Khati

Indian Institute of Technology Indore, Indore, 453552, India

Assimilation of Microwave Satellite-derived Vegetation Optical Depth within NUCAS For Improved Biomass Modelling

Mousong Wu¹, Lu Hu¹, Huajie Zhu¹, Weimin Ju¹, Jing Chen²

1: Nanjing University, China, People's Republic of; 2: University of Toronto

Full and Hybrid polarimetric analysis on Lunar Surface using chandrayaan-2 DFSAR data

Kiran Dasari, Mercy Joy Midasala

Manipal Academy of Higher Education, India

Geometry-driven extraction of forest vertical layers from single-polarized TomoSAR data

Karima Hadj-Rabah¹, Martin Sudmanns¹, Nabil Haddad², Gilda Schirinzi³

1: Department of Geoinformatics, Paris-Lodron University of Salzburg, Salzburg, Austria; 2: Antennas and Microwave Devices Laboratory, Ecole Militaire Polytechnique, Algiers, Algeria; 3: Department of Engineering, University of Naples "Parthenope", Naples, Italy

Using Dual-Polarimetric information for Forest Above-Ground Biomass Estimation from Simulated NISAR data

Bhavya Jaiman, Unmesh Khati

Indian Institute of Technology Indore, Bharat (India)

An Airborne P-band TomoSAR with GPU-Accelerated TDBP and Trajectory Error Correction: The Saihanba Forest Campaign, China

Xin Zhao¹, Jie Dong¹, Yanghai Yu², Lu Zhang¹, Mingsheng Liao¹

1: Wuhan University, Luoyu Road 129, Wuhan, 430079, China; 2: National Space Science Center, Chinese Academy Sciences, Beijing, 100190, China

FIRST ASSESSMENT OF BIOMASS INTERFEROMETRIC PERFORMANCE AND FOREST HEIGHT RETRIEVAL

Roman Guliaev, Matteo Pardini, Noelia Romero-Puig, Junsu Kim, Felipe Betancourt-Payan, Konstantinos Papathanassiou

DLR e.V., Oberpfaffenhofen

First Demonstration of Forest Structure Monitoring with Early P-Band BIOMASS Pol-InSAR Data

Noelia Romero-Puig, Matteo Pardini, Roman Guliaev, Junsu Kim, Kostas Papathanassiou

German Aerospace Center (DLR), Germany

First results from the ESA BIOMASS L1B IOC data in Brazilian Forests

Mikhail Urbazaev, Viola Heinrich, Martin Herold

GFZ Helmholtz Centre for Geosciences, Germany

Assessment of early BIOMASS data in the context of global biomass estimation

Maurizio Santoro, Oliver Cartus, Christophe Magnard, Urs Wegmüller

Gamma Remote Sensing, Switzerland

Ground notched SAR tomography: principles and first application to BIOMASS data

Laurent Ferro Famil^1,2, Marta Bottani², Yue Huang³, Francesco Savaterra^4,5, Francesco Banda⁵, Stefano Tebaldini⁴

1: ISAE-SUPAERO, University of Toulouse, France; 2: CESBIO, University of Toulouse, France; 3: Meteo-France, Toulouse, France; 4: Politecnico di Milano, Italy; 5: Aresys, Milano, Italy

Early assessment of BIOMASS P-band observables for above-ground biomass density mapping over the Amazon

Maciej Soja¹, Francesco Banda², Klaus Scipal³

1: Wageningen Environmental Research, Netherlands, The; 2: Aresys Srl, Italy; 3: European Space Agency, Italy

Biomass Product Status at the start of Operations

Muriel Pinheiro

European Space Agency (ESA), Italy

Overview of the BIOMASS Level 3 product processor

Laurent Ferro Famil¹, Clement Albinet², Francesco Banda³, Marta Bottani¹, Paolo Mazzucchelli³, Antonio Novelli⁴, Nathan Paillou⁵, Muriel Pinheiro², Bjorn Rommen⁶, Klaus Scipal²

1: ISAE-SUPAERO & CESBIO, France; 2: ESA ESRIN, Italy; 3: ARESYS, Italy; 4: RHEA, Italy; 5: Private; 6: ESA ESTEC, The Netherlands

ESA MAAP, Biomass MAAP and BioPAL

Roberto Alacevich, Saskia Brose, Clement Albinet

European Space Agency / Agence Spatiale Européenne, Italy

The Biomass Product Algorithm Laboratory (PAL): A Collaborative and Experimental Environment for Algorithm Development, Processing and Data Analytics within the ESA MAAP Framework

Erminia De Grandis¹, Alessandro Marin¹, Francesco Cantavenera¹, Roberto Alacevich², Cristiano Lopes², Saskia Brose², Clement Albinet², Francesco Ferrante³, Benedetta Antonielli³, Joseph Melizza³

1: CGI Italia, Frascati, Italy; 2: European Space Agency (ESA), ESRIN, Frascati, Italy; 3: Serco Italia, Rome, Italy

Exploiting X-Band PolInSAR for High-Resolution Agricultural Monitoring: Sub-surface Humidity and Sowing / Ridge Signatures

Elise Colin¹, Jean Bouchat², Frédéric Brigui³, Hubert Cantalloube³

1: DTIS, Onera, Université Paris Saclay, France; 2: ESRIN, European Space Agency, Italy; 3: DEMR, Onera, Université Paris Saclay, France

Estimating Soil Moisture Anomalies via Temporal-SKP Decomposition

Giovanni Costa, Stefano Tebaldini, Andrea Virgilio Monti Guarnieri

Politecnico di Milano, Italy

Scattering Physics and Deep Learning: an Explainable Physics–Informed AI Framework for Soil Moisture Retrieval

Lorenzo Giuliano Papale¹, Xiaodong Huang², Marco Lavalle², Fabio Del Frate¹, Giovanni Anconitano³

1: Tor Vergata University of Rome, Italy; 2: Jet Propulsion Laboratory, California Institute of Technology; 3: Istituto Nazionale di Geofisica e Vulcanologia, Rome, Italy

Limits of Soil Moisture Retrieval at L-Band over Bare and Vegetated Fields using Airborne Polarimetric D-InSAR

Henri Schauer^1,4, Nikita Basargin^1,2,3, Irena Hajnsek^1,4

1: German Aerospace Center, Oberpfaffenhofen, Germany; 2: School of Life Sciences, Technical University of Munich (TUM), Freising, Germany; 3: Munich School for Data Science (MUDS), Munich, Germany; 4: Institute of Environmental Engineering, ETH Zurich, Zurich, Switzerland

AgriROSE-L 2025 Case Study: Soil Moisture Estimation from L-Band PolSAR Time Series

Nikita Basargin^1,2,3, Alberto Alonso-González⁴, Irena Hajnsek^1,5

1: Microwaves and Radar Institute, German Aerospace Center (DLR), Weßling, Germany; 2: School of Life Sciences, Technical University of Munich (TUM), Freising, Germany; 3: Munich School for Data Science (MUDS), Munich, Germany; 4: Signal Theory and Communications Department, Universitat Politécnica de Catalunya (UPC), Barcelona, Spain; 5: Institute of Environmental Engineering, ETH Zürich, Zürich, Switzerland

Calibration and Validation of ESA’s Biomass and NASA’s NISAR Missions Using UAVSAR and Lidar Data Sets in Africa, and Central and South America

Marc Simard, Yunling Lou, Richard Chen, Naiara Pinto

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

Next TropiSAR-2 airborne campaign in support to BIOMASS Cal/Val

Jean-Francois Nouvel

ONERA, France

GEO-TREES: high-accuracy ground data for satellite-derived biomass mapping

Jerome Chave¹, Klaus Scipal², Cheryl Brown³, Stuart Davies³, Alvaro Duque⁴, Ayala Loisel¹, Beatriz Marimon⁵, Oliver L. Phillips⁶, Camille Piponiot-Laroche⁷, Lillian Rodriguez⁸, Irié Zo-Bi⁹

1: CNRS, Toulouse, France; 2: European Space Agency, Italy; 3: Smithsonian Institution, USA; 4: National University of Colombia, Colombia; 5: Universidade do Estado de Mato Grosso, Brazil; 6: University of Leeds, UK; 7: CIRAD, France; 8: University of the Philippines, the Philippines; 9: INPHB, Côte d'Ivoire

Aboveground Biomass Reference Estimates Through Terrestrial Laser Scanning

Kim Calders¹, Louise Terryn¹, Martin Herold², Pasi Raumonen³, Tom Verhelst¹, Hans Verbeeck¹, Mathias Disney⁴

1: Ghent University, Belgium; 2: GFZ Helmholtz Centre for Geoscience, Germany; 3: Tampere University, Finland; 4: University College London, UK

3D Virtual Forest Replicas from Terrestrial Laser Scanning for Microwave Interaction Modelling

Wouter A. J. Van den Broeck¹, Zane T. Cooper¹, Wout Cherlet¹, Niall Origo¹, Pablo Sanchez-Martinez², Lion Martius², Patrick Meir², Antonio Carlos Lola da Costa³, Ludovic Villard⁴, François Demontoux⁵, Sassan S. Saatchi⁶, Kim Calders¹

1: Q-ForestLab, Ghent University, Belgium; 2: School of Geosciences, University of Edinburgh, UK; 3: Universidade Federal de Para & Museu Paraense Emilio Goeldi, Brazil; 4: Centre d'Etudes Spatiales de la Biosphère (CESBIO), Université de Toulouse, France; 5: Laboratoire IMS, Université de Bordeaux, France; 6: Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA

Using a ground Synthetic Aperture Radar to simulate multi-frequency quad-pol backscatter from a flood environment

Felix K. Isundwa¹, Armando Marino¹, Andrea Berardi², Isabella Bovolo³, Peter Hunter¹, Claire Neil⁴, Thiago S. F. Silva¹

1: University of Stirling, United Kingdom; 2: The Open University, United Kingdom; 3: Durham University, United Kingdom; 4: Scottish Environment Protection Agency, United Kingdom

Proposing a new POLSAR optimisation for monitoring of Wetland Flood dynamics using Sentinel-1 SLC images. A case of Rupununi in Guyana.

Felix Isundwa¹, Armando Marino¹, Andrea Berardi², Isabella Bovolo³, Peter Hunter¹, Claire Neil⁴, Thiago S. F. Silva¹

1: University of Stirling, United Kingdom; 2: The Open University, United Kingdom; 3: Durham University, United Kingdom; 4: Scottish Environment Protection Agency, United Kingdom

Using quad-pol multi-frequency ground SAR data to assess water table depth changes in a controlled peatland bog

Georgina Page¹, Armando Marino¹, Peter Hunter¹, Jens-Arne Subke¹, Brian Barrett²

1: University of Stirling, United Kingdom; 2: University of Glasgow, United Kingdom

Soybean Phenology Monitoring Using Dual-Pol H-Alpha Decomposition

Sakshi Jain¹, Unmesh Khati¹, Vineet Kumar²

1: Indian Institute of Technology Indore, Indore, India; 2: IHE Delft Institute for Water Education 2611 AX Delft,

High-resolution Surface Soil Moisture Mapping from Time-series SAR over Agricultural Areas with Constraints of Coarse Resolution Microwave Observations

Hongtao Shi¹, Jiangyuan Zeng^2,3, Nan Xu⁴, Zhong Lu¹, Jinqi Zhao¹, Qing Wu¹

1: China University of Mining and Technology; 2: University of Chinese Academy of Sciences; 3: Aerospace Infopprmation Space Research Insititute, Chinese Academy of Sciences; 4: Shenzhen University

Temporal Variability of P-band Backscatter over Tropical Rainforests : Insights of the TropiScat-2 experiment for Biomass Cal-Val activities

Ludovic Villard¹, Thierry Koleck², Laurent Ferro-Famil³, Thuy Le Toan⁴, Benoit Burban⁵, Damien Bonal⁶

1: CESBIO / CNRS, France; 2: CESBIO / CNES, France; 3: CESBIO / INSAE, France; 4: CESBIO / Globeo, France; 5: EcoFoG / INRAE, France; 6: SILVA / INRAE, France

Assessing the impact of canopy structure on modelled P-band radar backscatter for ESA BIOMASS calibration and validation

Wanxin Yang^1,2, Russell Thomas¹, Mathias Disney^1,2, Philip Lewis^1,2, Casey Ryan³, Steven Hancock^2,3, Reza M. Asiyabi³, Kyle Dexter³, John L. Godlee³, Nezha Acil^2,4, Mark R. Lomas⁵, Shaun Quegan^2,5, Oliver McFarlane⁶

1: Department of Geography, University College London, United Kingdom; 2: National Centre for Earth Observation, United Kingdom; 3: School of GeoSciences, University of Edinburgh, United Kingdom; 4: School of Geography, Geology and the Environment, Centre for Landscape and Climate Research, University of Leicester, United Kingdom; 5: School of Mathematical and Physical Sciences, University of Sheffield, United Kingdom; 6: University of Edinburgh, United Kingdom

Long-term impacts of forest degradation on biomass: Insights from P-band SAR

Stéphane Mermoz¹, Juan Doblas Prieto¹, Claudio Almeida², Thierry Koleck^3,4, Mariane Souza Reis², Laurent Ferro-Famil^3,5, Cassiano Gustavo Messias², Alexandre Bouvet³, Marta Bottani^3,4,5,6, Thuy Le Toan^1,3

1: GlobEO, Toulouse, France; 2: INPE, São José Dos Campos, Brazil; 3: CESBIO, Toulouse, France; 4: CNES, Toulouse, France; 5: ISAE-Supaéro, Toulouse, France; 6: TéSA, Toulouse, France

Large scale vegetation-atmosphere dynamics and interactions

Nuno Carvalhais¹, Hui Yang², Siyuan Wang¹

1: Max Planck Institute for Biogeochemistry, Germany; 2: College of Urban and Environmental Sciences, Peking University, Beijing 100871, China

Constraining Turnover Processes in Terrestrial Biosphere Model by Using L-/P-band Backscatter

Xu Shan, Sujan Koirala, Markus Zehner, Nuno Carvalhais

Max Planck Institute for Biogeochemistry, Germany

AGRIROSE-L AIRBORNE SAR EXPERIMENT FOR LAND COVER, VEGETATION PARAMETERS AND SOIL MOISTURE

Irena Hajnsek^1,2, H. Schauer¹, N. Basargin¹, R. Guliaev¹, M. Keller¹, M. Jäger¹, T. Hank⁴, R. Ludwig⁴, S. Steinhauser⁴, T. Ramsauer⁴, U. Heiden³, K. Kühl³, S. Chabrillat⁵, L. Homolová⁶, J. Kubanek⁷, M. Celesti⁸

1: DLR/ETH Zürich, Germany; 2: DLR, Microwaves and Radar Institute, Germany; 3: ETH Zurich, Institute of Environmental Engineering, Switzerland; 4: DLR, Method of Remote Sensing Institute, Germany; 5: LMU, Department für Geographie, Ludwig-Maximilians-Universität München,; 6: GFZ, Remote Sensing and Geoinformatics, German Research Center for Geosciences, Potsdam, Germany; 7: Czech Globe, Global Change Research Institute, Czech Republic; 8: ESA-ESTEC – Earth Observation Campaigns Section, Netherlands

Tomographic investigations with a Ku-Band interferometer (KAPRI) on different natural environments

Esther Mas Sanz¹, Othmar Frey^1,2, Irena Hajnsek^1,3

1: Institute of Environmental Engineering, Swiss Federal Institute of Technology (ETH), Zürich, Switzerland; 2: GAMMA Remote Sensing AG, Gümligen,Switzerland; 3: Microwaves and Radar Institute, German Aerospace Center (DLR), Weßling, Germany

UAVSAR TomoSAR and PolInSAR over Forest Biomes: Current Status and Developments

Richard Chen, Marc Simard, Yunling Lou

Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA

Mapping Tropical Forest in Gabon with L-/P-band Multibaseline Acquisitions: Results from the GABONX Campaigns

Irena Hajnsek^1,2, Matteo Pardini¹, Roman Guliaev¹, Kostas Papathanassiou¹, Fred Terrance Ndouni Missono^1,3, Martin Keller¹, Marc Jaeger¹, Tania Casal⁴

1: DLR, Microwaves and Radar Institute, Germany; 2: ETH Zurich, Institute of Environmental Engineering, Switzerland; 3: AGEOS Agence Spatial de Gabon, Gabon; 4: ESA-ESTEC – Earth Observation Campaigns Section – Noordwijk (Netherlands)

Processing Strategies for BIOMASS Digital Terrain Model Retrieval

Francesco Banda¹, Francesco Salvaterra², Stefano Tebaldini², Laurent Ferro-Famil³, Claudio Prati²

1: aresys, Italy; 2: Politecnico di Milano, Italy; 3: ISAE-Supaero/CEBSIO, France

High-Resolution Techniques for Topography Estimation and Terrain Ground Steering within the ESA BIOMASS Processor

Francesco Salvaterra¹, Laurent Ferro-Famil^2,3, Francesco Banda⁴, Stefano Tebaldini¹

1: Politecnico di Milano, Italy; 2: ISAE-SUPAERO; 3: CESBIO; 4: Aresys

Comparison of X, C, and L-band DEMs with Biomass P-band PolSAR Imagery in Desert Regions: A Geomorphological Analysis Approach

Mhamad El Hage¹, Laurent Polidori², Ahmed Gaber³, Laurent Ferro-Famil⁴, Ludovic Villard⁵

1: Lebanese University, Lebanon (Lebanese Republic); 2: Universidade Federal do Pará (UFPA), Belém, Brazil; 3: Port Said University, Port said, Egypt; 4: ISAE-SUPAERO / CESBIO, Toulouse, France; 5: CNRS / CESBIO, Toulouse, France

Preliminary evaluation of BIOMASS interferometric data over desert environments

Yanghai Yu^1,2, Stefano Tebaldini², Francesco Banda³

1: National Space Science Center, Chinese Academy of Sciences, China, People's Republic of; 2: Department of Electronics, Information and Bioengineering, Politecnico di Milano, Italy; 3: Aresys, Italy

Exploring Polarimetric Signatures for Geology of Arid Regions: Preliminary Biomass P-Band PolSAR Results Over the Tibesti Mountains

Zbigniew Perski, Maria Przyłucka, Michalina Cisło

Polish Geological Institute - National Research Institute, Poland

BIOMASS ice flow mapping

Anders Kusk, Jørgen Dall, John Merryman Boncori

Technical University of Denmark, Denmark

Polarimetric analysis of ESA’s BIOMASS mission over Antarctica

Sara-Patricia Schlenk^1,2, Georg Fischer¹, Irena Hajnsek^1,3

1: German Aerospace Center – Microwaves and Radar Institute, Wessling, Germany; 2: Friedrich-Alexander-Universität – Institute of Microwaves and Photonics, Erlangen, Germany; 3: ETH Zurich – Institute of Environmental Engineering, Zurich, Switzerland

Mapping of subsurface ice sheet structures in the Antartic dry snow and percolation zones with airborne P-band SAR data

Julius Kokholm, Jørgen Dall, Anders Kusk

Technical University of Denmark, Denmark

Antarctic BIOMASS Tomography: Preliminary Results

Francesco Banda¹, Jørgen Dall², Stefano Tebaldini³

1: aresys, Italy; 2: DTU, Denmark; 3: Politecnico di Milano, Italy

Investigating lake ice structure with polarimetric SAR tomography

Paloma Saporta^1,2, Matteo Pardini¹, Evan J. Wilcox³, Julia Boike^4,5, Irena Hajnsek^1,2

1: German Aerospace Center – Microwaves and Radar Institute, Wessling, Germany; 2: ETH Zurich – Institute of Environmental Engineering, Zurich, Switzerland; 3: University of Hamburg – Department of Earth System Sciences, Hamburg, Germany; 4: Alfred Wegener Institute, Helmholtz Centre for Polar and Marine Research – Permafrost Research Section, Potsdam, Germany; 5: Humboldt-Universität zu Berlin – Department of Geography, Berlin, Germany

Iceberg Detection using an iDPolRAD-SAR Deep Learning Pipeline.

Sonny Bailey¹, John Stott¹, Vahid Akbari², Armando Marino²

1: Lancaster University, United Kingdom; 2: University of Stirling, United Kingdom

Iceberg Thickness from BIOMASS Polarimetry

Georg Fischer¹, Jun Su Kim¹, Irena Hajnsek^1,2, Kostas Papathanassiou¹

1: German Aerospace Center (DLR), Germany; 2: ETH Zurich, Switzerland

Retrieval of Snow Water Equivalent Change Over Altay from Spaceborne L-band Lutan-1 InSAR data

Jingtian Zhou¹, Yang Lei¹, Jinmei Pan¹, Chuan Xiong², Jiancheng Shi¹, Zhenzhan Wang¹, Anmin Fu³

1: National Space Science Center Chinese Academy of Sciences 100190, Beijing, China; 2: Faculty of Geosciences and Engineering Southwest Jiaotong University 611756, Sichuan, China; 3: Academy of Forest and Grass Inventory and Planning National Forestry and Grass Administration 100714, Beijing, China

Multi-Frequency Dual-Polarization SAR Data For Plastic Marine Litter Identification

Giovanni Anconitano¹, Marco Polcari¹, Christian Bignami¹, Marina Locritani², Filippo Muccini², Silvia Merlino³, Marco Bianucci³, Ferdinando Nunziata⁴

1: Istituto Nazionale di Geofisica e Vulcanologia, Rome, Italy; 2: Istituto Nazionale di Geofisica e Vulcanologia, Lerici, Italy; 3: Consiglio Nazionale delle Ricerche, Istituto di Scienze Marine, Lerici, Italy; 4: Sapienza University of Rome, Department of Information Engineering, Electronics and Telecommunications, Rome, Italy

Preliminary Multi-frequency Wave Spectrum Analyses Using Sentinel-1, SAOCOM-1 and Biomass Observations Along the Coast

Yan Yuan, Owen O'Driscoll, Paco López-Dekker

Delft University of Technology, Netherlands, The

Single baseline Tomography with the PolInSAR two layer model

Alberto Alonso-Gonzalez¹, Carlos López-Martínez^1,2

1: Technical University of Catalonia (UPC), Spain; 2: Institut d'Estudis Espacials de Catalunya (IEEC), Spain

Layered Investigation of Wind-induced Forest Scattering Decorrelation for Tandem Satellites Tomo-SAR

Giulia Buttitta, Fabrizio Lombardini

University of Pisa, Dept. Information Eng., Italy

Model-free and High-Resolution 3D Imaging of Forests Using Moment-based SAR Tomography

Colin Cros¹, Laurent Ferro-Famil^1,2

1: ISAE Supaero, University of Toulouse, France; 2: CESBIO, University of Toulouse, France

Forest Structure Characterization Using Multi-Baseline SAR Tomography

Chumbitha Leena Nalla¹, Unmesh Khati¹, Shashi Kumar²

1: Indian Institute of Technology Indore, India; 2: Indian Institute of Remote Sensing, Dehradun

TomoSAR over forest: a deep learning perspective

Sergio Alejandro Serafin Garcia, Matteo Nannini, Gustavo Daniel Martin del Campo Becerra, Haensch Ronny, Reigber Andreas

German Aerospace Center, Germany