13:00 • 414 • Options For Adaptation Of Urbanized Areas To Climate Change Induced Extreme Rainfalls > T. Tomáš METELKA (Aquaprocon s.r.o.) 13:15 • 728 • Coastal Change Detection Along The Fire Island, Us Under The Impact Of Hurricane Sandy Based On LiDAR Data > Y. Yining ZHOU (Insitute of Geophysical and Geochemical Explorations, CAGS) 13:30 • 345 • Empowering Geo-Based AI Algorithm To Aid Coastal Flood Risk Analysis: A Review And Framework Development > T. Tri ATMAJA (The University of Tokyo) 13:45 • 617 • Large-scale Mapping Of Flood Using Sentinel-1 Radar Remote Sensing > M. Mahmud HAGHIGHI (Leibniz University Hannover) 14:00 • 152 • Improving Reliability In Global Flood Mapping By Generating A Seasonal Reference Water Mask Using Sentinel-1/2 Time-Series Data > S. Sandro MARTINIS (DLR) 14:15 • 1079 • Typhoon damage mapping using normalized difference spatial autocorrelation and planetscope image > A. Ariel Conferido BLANCO (University of the Philippines)

13:00 • 266 • MoTIF:Multi-Orientation Tensor Index Feature Descriptor For SAR-Optical Image Registration > Y. Yongxiang YAO (Wuhan University) 13:15 • 435 • Globally Optimal Point Cloud Registration For Robust Mobile Mapping > D. David SKUDDIS (University of Stuttgart) 13:30 • 1065 • Investigating Spherical Epipolar Rectification For Multi-View Stereo 3D Reconstruction > M. Mostafa ELHASHASH (The Ohio State University) 13:45 • 125 • A Supervoxel-Based Random Forest Method For Robust And Effective Airborne LiDAR Point Cloud Classification > S. Shengjun TANG (Shenzhen University) 14:00 • 271 • A Building Change Detection Method Based On A Single Als Point Cloud And A Hrs Image > Y. Yunsheng ZHANG (Central South University) 14:15 • 699 • Multiresolution Patch-Based Dense Reconstruction Integrating Multiview Images And Laser Point Cloud > R. Rongchun ZHANG (Nanjing University of Posts and Telecommunications)

13:00 • 1134 • Temporal Attention For SITS > L. Loic LANDRIEU (IGN/ENSG - LASTIG - UGE) 13:15 • 857 • Multisenge : A Multimodal And Multitemporal Benchmark Dataset For Land Use/Land Cover Remote Sensing Applications > R. Romain WENGER (CNRS LIVE UMR 7362) 13:25 • 583 • Extracting Relevance From SAR Temporal Profiles On A Glacier And An Alpine Watershed By A Deep Autoencoder > E. Elise COLIN KOENIGUER (Onera) 13:40 • 700 • Crop Classification Under Varying Cloud Cover With Neural Ordinary Differential Equations > M. Mehmet Ozgur TURKOGLU (ETH Zurich) 13:55 • 615 • Comparison Of Convolutional Neural Networks For Cloudy Optical Images Reconstruction From Single Or Multitemporal Joint SAR And Optical Images > R. Rémi CRESSON (inrae) 14:05 • 905 • Evaluation Of Early Season Mapping Of Integrated Crop Livestock Systems Using Sentinel 2 Data > A. Ana Paola Salas Gomes Duarte Di TORO (University of Campinas) 14:20 • 1153 • Benchmarking Of Convolutional Neural Network Approaches For Vegetation Land Cover Mapping > A. Antoine MASSE (CLS) 14:23 • 1064 • Self-Supervised Learning - A Way To Minimize Time And Effort For Precision Agriculture? > M. Michael Lukas MARSZALEK (European Space Agency) 14:26 • 837 • A Deep Learning Approach For Crop Type Mapping Based On Combined Time Series Of Satellite And Weather Data > N. Nicoletta ADDIMANDO (Sinergise)

13:00 • 1163 • Accuracy Investigation on Image-based Change Detection for BIM compliant Indoor Models > T. Theresa MEYER (Technical University of Munich) 13:15 • 1199 • Camera Calibration Model And Methods For Corridor Mapping With UAVs > E. Emmanuel CLEDAT (IGN/ENSG - LASTIG - UGE) 13:30 • 1221 • Digital Photogrammetry, TLS Survey And 3D Modelling For VR And AR Applications In CH > M. Marcello LA GUARDIA (University of Palermo) 13:45 • 1227 • CO3D Mission Digital Surface Model Production Pipeline > O. Olivier MELET (CNES) 14:00 • 1228 • A Worldwide 3D GCP Database Inherited From 20 Years Of Massive Multi-satellite Observations > L. Laure CHANDELIER (IGN/ENSG - LASTIG - UGE) 14:15 • 1248 • Generic Linear Array Scanner Modeling of Spectral Imaging Systems Containing Limited Metadata > H. Henry THEISS (Centari)

15:00 • 560 • Analysis Of Quality Review Of Land Cover Classification Product In Geographic National Conditions Monitoring > C. Chang LI (National Quality Inspection and Testing Center for Surveying and Mapping Products) 15:15 • 138 • On The Quality Inspection Software System Of Surveying And Mapping Geographic Information Achievements Under Multi-Dimension Synergy > L. Libo ZHANG (National Quality Inspection and Testing Center for Surveying and Mapping Products) 15:30 • 1105 • Quality Inspection Of Surface Deformation Monitoring Results Based On PS-InSAR Technology > W. Wenjuan MAO (National Quality Inspection and Testing Center for Surveying and Mapping Products) 15:45 • 477 • Research On Quality Testing And Evaluation Technology Of Fundamental Geographic Information Database System > H. He ZHANG (National Quality Inspection and Testing Center for Surveying and Mapping Products,Beijing,China) 16:00 • 1097 • Improving Local Adaptive Filtering Method Employed In Radiometric Correction Of Analogue Airborne Campaigns > L. Lâmân LELÉGARD (IGN/ENSG - LASTIG - UGE) 16:15 • 822 • Comparison Of Satellite Image Denoising Techniques In Spatial And Frequency Domains > S. Sena OGUZHANOGLU (Istanbul Technical University)

15:00 • 1300 • Advancing Technologies: Closing The Gap Between Navigation And Mapping > C. Charles TOTH (The Ohio State University, ISPRS 2nd Vice-President) 15:15 • 1301 • Applications And Approaches To High Performance Positioning And Navigation > G. Guenther RETSCHER (TU Wien, Austria) 15:30 • 1078 • Analysis Analysis Of The Performance Of An Uwb-Based Cooperative Positioning For Different Car Platoon Configurations > A. Andrea MASIERO (University of Padua) 15:45 • 1302 • Navigating MMT Systems Indoors And Outdoors > V. Vassilis GIKAS (National Technical University of Athens) 16:00 • 640 • A Global Real-Time Kinematic Precise Positioning System For Mass Market Applications > Y. Yang GAO (UNIVERSITY OF CALGARY) 16:15 • 130 • Generation Of Reference Vehicle Trajectories In Real-World Situations Using Aerial Imagery From A Helicopter > F. Franz KURZ (German Aerospace Center)

15:00 • 1041 • 3D Documentation Towards Heritage Conservation: A Rapid Mapping Approach Applied To Bahrain Forts > G. Giulia SAMMARTANO (Politecnico di Torino) 15:15 • 692 • 3D Modelling And Virtual Representation For Cultural Heritage And Storytelling Of Unrealized Project Of Perugia Station > C. Chiara MOMMI (University of Perugia) 15:30 • 218 • Developing An Educational Cultural Heritage 3D Puzzle In A Virtual Reality Environment > A. Antigoni ROUMANA (National Technical University of Athens) 15:45 • 513 • Surface Handwriting Enhancement Of Artifacts Based On Manifold Learning And Mixed Pixel Decomposition > S. Shi Han WANG (Beijing University of Civil Engineering and Architecture) 16:00 • 528 • High-Resolution Digital Survey Of Floors: A New Prototype For Efficient Photogrammetric Acquisition > A. Andrea ADAMI (Politecnico di Milano) 16:15 • 795 • Detection Of Maya Sacbeob (Sacbes) Using Optical And SAR Imagery In Northern Péten, Mexico > A. Armand LAROCQUE (University of New Brunswick)

15:00 • 1170 • Maximum Entropy Modeling Using Citizen Science: Use Case on Jacobin Cuckoo as an Indicator of Indian Monsoon > P. Priyanka SINGH (Symbiosis International University) 15:15 • 1181 • Jungle-Net: Using Explainable Machine Learning to Gain New Insights Into the Appearance of Wilderness in Satellite Imagery > T. Timo Tjaden STOMBERG (University of Bonn) 15:30 • 1215 • Maize Yield Estimation in Kenya Using MODIS > K. Kenduiywo BENSON KIPKEMBOI (Regional Centre for Mapping of Resources for Development) 15:45 • 1219 • Estimation of Canopy Height and Biomass of Miscanthus Sinensis in Semi-natural Grassland Using Time-series UAV Data > M. Miura NAOKO (The University of Tokyo) 16:00 • 1222 • Can Spot-6/7 CNN Semantic Segmentation Improve Sentinel-2 Based Land Cover Products? Sensor Assessment and Fusion > A. Arnaud LE BRIS (IGN/ENSG - LASTIG - UGE) 16:15 • 1263 • The Impact of Forest Fire on Forest Cover Types in Mongolia > L. Lkhamjav OCHIRKHUYAG (Mongolian Geospatial Association)

17:30 • OP1_1 • Welcome from the ISPRS Congress Director > N. Nicolas PAPARODITIS ((IGN-ENSG, University Gustave Eiffel, ISPRS Congress Director) 17:35 • OP1_2 • Welcome from the ISPRS President > C. Christian HEIPKE ((Leibniz University, ISPRS President) 17:40 • OP1_3 • Welcome message from SFPT, the French ordinary member > A. Aurélie SAND (CNES, Toulouse) 17:45 • OP1_4 • Welcome message from IGN, the French mapping and forest inventory agency > M. Magali STOLL (IGN, Saint Mandé) 17:50 • OP1_5 • Welcome message from CNES, the French space agency > C. Caroline LAURENT (CNES, Toulouse) 18:00 • OP1_6 • Pléiades Neo, the most advanced optical constellation for sophisticated applications > F. François LOMBARD (AIRBUS - Toulouse) 18:30 • OP1_7 • Honorary Membership 18:35 • OP1_8 • The Brock Gold Medal 18:45 • OP1_10 • Exploring Human Heritage > Y. Yves UBELMANN (ICONEM - Paris)

09:00 • 1062 • Cloud Detection By Inter-Band Parallax And A-Contrario Validation > C. Charles HESSEL (ENS Paris-Saclay) 09:15 • 734 • How Far Should I Look? A Neural Architecture Search Strategy For Semantic Segmentation Of Remote Sensing Image > M. Mauricio Carvalho Mathias DE PAULO (Military Institute of Engineering) 09:30 • 213 • Accuracy Assessment Of Cloud Mask Detection Algorithms For CBERS-4 WFI Imagery > L. Lucas Volochen OLDONI (Instituto Nacional de Pesquisas Espaciais) 09:45 • 896 • Weakly Supervised Learning For Treeline Ecotone Classification Based On Aerial Orthoimages And An Ancillary DSM > J. Jakub DVORÁK (Faculty of Science, Charles University) 10:00 • 601 • Enhanced Super Resolution For Remote Sensing Imageries > J. Jeewantinie KAPILARATNE (Asia Air Survey Co., Ltd.) 10:15 • 1090 • Improving CNN-Based Building Semantic Segmentation Using Object Boundaries > E. Evangelos BOUSIAS ALEXAKIS (York University)

09:00 • 1108 • Effective Railroad Fragmentation And Infrastructure Recognition Based On Dense LiDAR Point Clouds > M. Máté CSERÉP (ELTE Eötvös Loránd University) 09:15 • 203 • Dartboard Based Ground Detection On 3D Point Cloud > B. Beatriz MARCOTEGUI (MINES ParisTech) 09:30 • 427 • Detecting Anthropogenic Volume Changes In Cross Sections Of A Sandy Beach With Permanent Laser Scanning > M. Mieke KUSCHNERUS (Delft University of Technology) 09:45 • 652 • Application Of A ShellNet Based Approach To Semantic Segmentation In Urban Point Cloud > X. Xuan MA (Nanjing University of Posts and Telecommunications) 10:00 • 663 • Openings Detection For Indoor/Outdoor Registration > R. Rahima DJAHEL (Ecole des ponts Paris Tech) 10:15 • 830 • Photogrammetric Monitoring Of Gravitational Mass Movements In Alpine Regions By Markerless 3D Motion Capture > L. Lukas LUCKS (Technical University of Munich (TUM))

09:00 • 907 • Leveraging Dynamic Objects For Relative Localization Correction In A Connected Autonomous Vehicle Network > Y. Yunshuang YUAN (Leibniz Universität Hannover) 09:15 • 250 • Estimating Tree Canopy Height In Densely Forest-Covered Mountainous Areas Using GEDI Spaceborne Full-Waveform Data > S. Shufan WANG (Tongji University) 09:30 • 534 • ICESatt-2 Laser Altimetry Data-Guided High-Accuracy Positioning Of Satellite Stereo Images > S. Siyuan ZOU (Wuhan University) 09:45 • 239 • Multi-Frequency Polinsar Data Are Advantageous For Land Cover Classification - A Visual And Quantitative Analysis > S. Sylvia SCHMITZ (Fraunhofer IOSB) 10:00 • 847 • CNN Based Vehicle Track Detection In Coherent SAR Imagery: An Analysis Of Data Augmentation > S. Silvia KUNY (Fraunhofer IOSB) 10:15 • 876 • 3D mapping of Buried Pipes in Multi-Channel GPR Data > A. Antje THIELE (Fraunhofer IOSB)

09:00 • 1103 • Learning From Noisy Labels In Remote Sensing > B. Begüm DEMIR (Technische Universität Berlin) 09:00 • 339 • Talking With Images: Some Experiences At The Interface Between Remote Sensing And Natural Language Processing > D. Devis TUIA (EPFL) 09:00 • 354 • Machine Learning In Earth Observation – Help Shaping A Sustainable Future > X. Xiao Xiang ZHU (German Aerospace Center & Technical University of Munich) 09:00 • 594 • Towards A Better Understanding Of Our Earth With Explainable Machine Learning > R. Ribana ROSCHER (University of Bonn)

11:00 • 763 • On The Benefit Of Concurrent Adjustment Of Active And Passive Optical Sensors With GNSS & Raw Inertial Data > K. Kyriaki MOUZAKIDOU (Ecole Polytechnique Fédérale de Lausanne) 11:15 • 998 • ImpliCity: City Modeling From Satellite Images With Deep Implicit Occupancy Fields > B. Bingxin KE (ETH Zürich) 11:30 • 359 • Investigating 2D And 3D Convolutions For Multitemporal Land Cover Classification Using Remote Sensing Images > M. Mirjana VOELSEN (Leibniz Universität Hannover) 11:45 • 167 • Learning Social Compliant Multi-Modal Distributions Of Human Path In Crowds > X. Xiaodan SHI (University of Tokyo) 12:00 • 880 • The Open Database Of Regional Models Of The International Service For The Geoid > J. Juan Fernando TORO HERRERA (Politecnico di Milano)

11:00 • 144 • Efficient Dike Monitoring Using Terrestrial SFM Photogrammetry > L. Laurent FROIDEVAL (CNRS) 11:15 • 249 • Mapping Street Obstructions In An Urban Street Environment Using MLS Data > Y. Yuanfan QI (Tongji University) 11:30 • 127 • Analysis Of Sun Glare On Roundabouts With Aerial Laser Scanning Data > J. Jesús BALADO (Universidade de Vigo) 11:45 • 917 • Exploring The Potentials Of UAV Photogrammetric Point Clouds For 3D Reconstruction Of Buildings > K. Kawembe KAREN MWANGANGI (University of Twente - ITC) 12:00 • 1004 • Combining Unmanned Aerial Systems And Structure From Motion Photogrammetry To Reconstruct The Geometry Of Groins > D. Diogo Filipe GONÇALVES (Institute for Systems Engineering and Computers Coimbra) 12:15 • 164 • Land Movement Detection From UAV Images > P. Pamela Carolina PESÁNTEZ CABRERA (University of Cuenca)

11:00 • 506 • An Exploratory Study To Examine Abundance Of PM2.5 And Associated Disease Burden In Bangladesh > A. Ashraf DEWAN (Curtin University) 11:15 • 1083 • A Neural Network Regression Model For Estimating Maximum Daily Air Temperature Using Landsat-8 Data > C. Cristina MONTERISI (Polytechnic University of Bari) 11:30 • 288 • Environmental Impact Assessment Of Pit Latrines Using Remote Sensing And Multi-Criteria Spatial Analysis In Ulaanbaatar (Ger Area), Mongolia > O. Oyunbat PUREVSUREN (Institute of Geography and Geoecology Mongolia Academy of Science) 11:45 • 1135 • Spatial consistency regularized weakly-supervised deep learning for burned area mapping with low-resolution labels > Z. Zhang PUZHAO (KTH Royal Institute of Technology) 12:00 • 989 • Geospatial approach for urban environmental quality assessment > S. Srashti SINGH (Indian Institute of Technology Roorkee) 12:15 • 926 • Development Of A Google Earth Engine Based Application To Monitor The Seasonal Water Spread Area Of River Ganga > R. Ravindra Nath TRIPATHI (Wildlife Institute of India)

11:00 • 870 • Projective Multitexturing Of Current 3D City Models And Point Clouds With Many Historical Images > M. Mathieu BRÉDIF (IGN/ENSG - LASTIG - UGE) 11:15 • 979 • Improving 3D Pedestrian Detection for Wearable Sensor Data With 2D Human Pose > V. Vinu KAMALASANAN (Leibniz University , Hannover) 11:30 • 1042 • Virtual Element Retrieval In Mixed Reality > M. Marko RADANOVIC (University of Melbourne) 11:45 • 1070 • Pose Estimation Through Mask-R CNN And VSLAM In Large-Scale Outdoors Augmented Reality > A. Argyro Maria BOUTSI (National Technical University of Athens) 12:00 • 1080 • Virtual Data Sphere: Inverse Stereographic Projection For Immersive Multi-Perspective Geovisualization > M. Maxim SPUR (Goethe University Frankfurt) 12:15 • 586 • Interaction And Visualization Design Considerations For Gaze-Guided Communication In Collaborative Extended Reality > A. Arzu CÖLTEKIN (University of Applied Sciences and Arts Northwestern Switzerland (FHNW))

14:00 • AW1_1 • The U.V. Helava Award 14:15 • AW1_2 • The Jack Dangermond Award 14:30 • AW1_3 • Geospatial Information for Sustainable Development Goals (SDGs) > C. Chen JUN (National Geomatics Center of China - Beijing) 15:00 • AW1_4 • ESA Earth Observation Programmes - the next challenges > M. Maurice BORGEAUD (ESA - Rome)

• 102 • Application Of Pre-Trained Real World Super Resolution Models To Optical Satellite Image > T. Takayuki SHINOHARA (Tokyo Institute of Technology) • 1039 • Detecting And Evaluating Disturbance In Temperate Rainforest In Chile With Sentinel-2: Machine Learning And Forest Parameters > E. Erico KUTCHARTT (University of Padova) • 137 • Unsupervised Harmonious Image Composition For Disaster Victim Detection > N. Ning ZHANG (University of Twente) • 145 • Fuzzy Comprehensive Evaluation Of Land Cover Classification Data > F. Fujun LUO (National Quality Inspection and Testing Center for Surveying and Mapping Products) • 148 • Processing And Publishing The Active Deformation Areas Of All Europe - Concept And First Implementation Steps For A Low-Cost Solution > J. José NAVARRO (Centre Tecnològic de Telecomunicacions de Catalunya) • 150 • A Remote Sensing Satellite Lightning Detection System With High Detection Rate And Low Complexity > Y. Yukun GUO (Beijing institute of space mechanics & Electricity) • 151 • Spatial Analysis Of Tree Species Before Forest Fire > A. Ana NOVO (University of Vigo) • 158 • Advances In Optical Polarization Remote Sensing For Marine Observation: A Case Study In Nanchang River Park > Z. Zihan ZHANG (Peking University) • 160 • Semantic Segmentation Using A Unet Architecture On Sentinel-2 Data > I. Ioannis KOTARIDIS (Aristotle University of Thessaloniki) • 165 • Sex Discrimination Of Individual Trees Using UAV Imagery > H. Hormoz SOHRABI (Tarbiat Modares University) • 177 • Effects Of Urban Greenery On Health. A Study From Remote Sensing > B. Blanca ARELLANO (Universidad Politécnica de Cataluña) • 179 • The Monitoring Of Non-Farming And Non-Grain Purposes In Arable Land Of Zhejiang,China With Domestic Satellite Imagery > X. Xingkun WANG (Zhejiang Academy of Surveying and Mapping) • 180 • UKIS-CSMASK: A Python Package For Multi-Sensor Cloud And Cloud Shadow Segmentation > M. Marc WIELAND (German Aerospace Center (DLR)) • 183 • The Potential Carbon Losses Estimation With Remote Sensing-Based Data: Case Study In Nova Vida Ranch, Rondonia, Brazil > L. Linbing LYU (QICS) • 186 • Determination Of Chlorophyll Content In Selected Grass Communities Of Krkonoše Mts. Tundra Based On Laboratory Spectroscopy And Aerial Hyperspectral Data > L. Lucie CERVENÁ (Charles University, Faculty of Science) • 187 • Comparison Of Machine Learning Classifiers For Multitemporal And Multisensor Mapping Of Urban Lulc Features > Y. Yashon OUMA (University of Botswana) • 202 • Spatial Downscaling Of SMAP Soil Moisture Using The MODIS And SRTM Observations > J. Jayantrao MOHITE (Tata Consultancy Services) • 210 • InSAR Deformation Time Series Classification Using A Convolutional Neural Network > S. S. Mohammad MIRMAZLOUMI (Centre Tecnològic de Telecomunicacions de Catalunya (CTTC/CERCA)) • 211 • Preliminary Concerns About Agronomic Interpretation Of NDVI Time Series From Sentinel-2 Data: Phenology And Thermal Efficiency Of Winter Wheat In Piemonte (Nw Italy) > F. Filippo SARVIA (University of Turin) • 212 • Ground Deformation Analysis Using Basic Products Of The Copernicus Ground Motion Service > S. Saeedeh SHAHBAZI (Centre Tecnològic de Telecomunicacions de Catalunya (CTTC/CERCA)) • 238 • Integrated Mining Impact Monitoring (Eu-Project I2Mon) For Open-Pit And Underground Mines > C-H. Chia-Hsiang YANG (EFTAS Fernerkundung Technologietransfer GmbH) • 241 • Classification Of Selected Land Cover Corine Classes Using Sentinel-2 Data > L. Lucie STARÁ (Czech Technical University in Prague) • 246 • Fire Severity Assessment Of An Alpine Forest Fire With Sentinel-2 Imagery > B. Brigitte LEBLON (University of New Brunswick) • 247 • Eelgrass Bed Distribution Mapping With UAV Multispectral Imagery > B. Brigitte LEBLON (University of New Brunswick) • 248 • Surface Subsidence Monitoring In Ganzhou Area Based On SBAS-InSAR > X. Xinyi LI (Guilin university of technology) • 256 • Intra-Field Crop Yield Variability By Assimilating Cubesat Lai In The Apsim Crop Model > M. Matteo ZILIANI (KAUST) • 260 • Dynamic Monitoring Of Ecological Environment Quality In Gansu Province Supported By Google Earth Engine > W. Wenqi JIN (Tongji University) • 261 • Characteristics Of Human Activity In China’s Coastal Zone Based On Multi-Source Spatio-Temporal Data > Y. Yin GAO (National Geomatics Center of China) • 275 • A Comparative Assessment Of Land Use-Land Cover Dynamics Between Bangladesh And Indian Sundarbans From 1975-2020: A Geospatial And Statistical-Based Approach > A. Akbar Hossain KANAN (University of Padova) • 280 • Automatic Identification Method Of Construction And Demolition Waste Based On Deep Learning And Gaofen-2 Data > K. Kun YANG (Beijing University of Civil Engineering and Architecture) • 283 • Improvement Of The Techniques For The Computation Of Evapotranspiration Maps > L. Lorenzo STUCCHI (Politecnico di Milano) • 291 • GIS Study On The Green Spaces Of The City Of Brașov, Romania > T. Teodora BALINT (ESRI) • 292 • Performance Evaluation Of Fusion Techniques For Cross-Domain Building Rooftop Segmentation > H. Haolin LI (German Aerospace Center (DLR)) • 295 • Multispectral Aerial Images To Support Biotope Information Systems For Midge Infestation And And Bark Beetle Monitoring > L. Lena KEMPER (GGS GmbH) • 307 • Predicting Vegetation Attributes With Neural Networks And Sentinel-1 And 2 > J. Javier MURO (Center for Remote Sensing of Land Surfaces, University of Bonn) • 308 • Retrieval Of Leaf Area Index And Leaf Chlorophyll Content From Hyperspectral Data Using Deep Learning Networks > B. Baoxin HU (York University) • 312 • Infrastructure Monitoring Using the Interferometric Synthetic Aperture Radar (InSAR) Technique > Q. Qi GAO (CTTC) • 318 • Assessment Of Canopy And Ground Height Accuracy From GEDI LiDAR Over Steep Mountain Areas > F. Francesco PIROTTI (University of Padova) • 328 • Study On The Spatial-Temporal Evolution Of Subsidence In The Beibu Gulf Region By Time-Series InSAR > L. Lv ZHOU (桂林理工大学) • 332 • Transfer Learning In The Classification Of Satellite Images Showing Amazon Rainforest > K. Kinga KARWOWSKA (Military University of Technology) • 338 • Assessing Levelling And Dinsar For Deformation Monitoring In Seismic Region > F. Francesco DI STEFANO (Università Politecnica delle Marche) • 358 • An Adaptive Superpixels For Vegetation Detection On High Resolution Images Based On Mlp > X. Xiaofang TANG (School of Geodesy and Geomatics, Wuhan University) • 360 • Towards Better Coastal Mapping Using Fusion Of High Temporal Sentinel-2 And Planetscope-2 Imageries : 12 Bands At 3m Through Neural Network Modelling > A. Antoine COLLIN (EPHE-Université PSL) • 363 • A 3D CNN Approach For Change Detection In Hr Satellite Image Time Series Based On A Pretrained 2D CNN > K. Khatereh MESHKINI (Fondazione Bruno Kessler) • 364 • Mapping Eucalyptus Species Using Worldview 3 And Random Forest > L. Laura ALONSO (University of Vigo) • 369 • Deformation Extraction And Analysis Of Coseismic Deformation Field Based On D-InSAR Technology > A. Anping SHI (Guilin University of Technology) • 377 • Satellite-Based Land/Sea Spatial Continuum: An Application To Monitor Saint Louis Coast (Senegal, West Africa) > A. Adélaïde TAVENEAU (IRD LEGOS) • 380 • HyperBlend: Simulating Spectral Reflectance And Transmittance Of Leaf Tissue With Blender > K. Kimmo Aukusti RIIHIAHO (University of Jyväskylä) • 382 • Urban Classification Based On Top-View Point Cloud And Sar Image Fusion With Swin Transformer > R. Ruihang XUE (University of Stuttgart) • 387 • Integration Of Geomatic Techniques For The 3D Representation And Monitoring Of A Veteran Chestnut Tree > M. Mattia BALESTRA (Università Politecnica delle Marche) • 394 • Building Earth Observation Data Cubes On Aws > K. Karine R FERREIRA (National Institute for Space Research, Brazil) • 396 • Multi-Tier Storage Management And Application Of Remote Sensing Image Data > J. Jin LIU (National Geomatics Center of China) • 401 • Generation of Remote Sensing Image Sample for Semantic Segmentation > L. Lei CHEN (China TopRS Technology Co. Ltd. , Beijing) • 410 • Unsupervised Segmentation Of Smallholder Fields In Mozambique Using Planetscope Imagery > M. Michelle PICOLI (UCLouvain) • 412 • An Optimized Remote Sensing Recognition Approach For Straw Burning In Henan Province, China > L. Lang LI (Tongji University) • 413 • Active Learning On Large Hyperspectral Datasets: A Preprocessing Method > R. Romain THOREAU (ONERA) • 424 • Seaweeds Detection Using Machine Learning And Remote Sensing: An Application Over The Irish West Coast > F. Filippo TONION (University of Padua) • 430 • Multi-Temporal Data Augmentation For High Frequency Satellite Imagery: A Case Study In Sentinel-1 And Sentinel-2 Building And Road Segmentation > C. Christian AYALA (Tracasa Instrumental) • 434 • Identifying Time Patterns At The Field Scale For Retrieving Superficial Soil Moisture On An Agricultural Area With A Change Detection Method: A Preliminary Analysis > G. Giulia GRALDI (University of Trento, Italy) • 442 • Toward A Low-Cost, Multispectral, High Accuracy Mapping System For Vineyard Inspection > A. Adrien GRESSIN (HEIG-VD) • 448 • Fusing Multiple Untrained Networks For Hyperspectral Change Detection > S. Sudipan SAHA (Technical University of Munich) • 465 • Forest Plantation Detection Through Deep Semantic Segmentation > F. Fernanda Beatriz JORDAN ROJAS DALLAQUA (Visiona Tecnologia Espacial S.A.) • 474 • Research On The Method Of Using Multi-Source Data To Evaluate The Quality Of Geographicial Names > Y. Yongmin XU (National Quality Inspection and Testing Center for Surveying and Mapping Products) • 481 • Tropospheric NO2 From Sentinel-5P: Cross-Validation And Comparison With Ground Measurements > F. Francesco PIROTTI (University of Padova) • 483 • Spatiotemporal Recovery Of Himawari-8 Hourly Aerosol Optical Depth (AOD) Products Via The Nested Bayesian Maximum Entropy Method > X. Xinghui XIA (Wuhan University) • 493 • Windmills Detection Using Deep Learning On Sentinel Satellite Images > T. Thierry LAURENCOT (Thales) • 499 • Using Open Data Cube On The Cloud To Investigate Food Security By Means Of Cropland Changes In Djibouti > V. Vasit SAGAN (Saint Louis University) • 502 • Shallow Waters Depth Estimation Using Empirical Satellite Derived Bathymetry And Sentinel-2 Data, Case Study: East Coastal Waters Of Java Island > T. Torana Arya GASICA (Institut Teknologi Sepuluh Nopember) • 520 • Estimation Of Landcover Types Over Himalayan Region With The Classification Of Optical And Microwave-Based Image Fusion Dataset > R. Reet Kamal TIWARI (Chitkara University) • 526 • EFFECTS OF GF-6 SATELLITE RED-EDGE BANDS ON PEANUT DROUGHT MONITORING > Y. Yan ZHANG (University of Turin) • 535 • Using Long Short-Term Memory Model For Cloud Forest Vegetation Growth Status Prediction - A Case Study In Shei-Pa National Park > G. Geng Gui WANG (National Chung Hsing University) • 543 • Research On Quality Status Quo And Quality Evaluation Theory Of Natural Resources Remote Sensing Data And Common Products > S. Su YIN (National Quality Inspection and Testing Center for Surveying and Mapping Products) • 628 • Key Research And Application Of The Real-Time Service Of Massive Remote Sensing Image Data. > X. Xinyan ZHENG (National Geomatics Center of China) • 629 • Location Discovery Of Vector Data Update Driven By Map Image Tiles Data For National Geo-Information Service Platform > Z. Zhen WANG (National Geomatics Center of China) • 711 • Analysis Of Overestimation In Historical Ice Flow Velocity Maps In Western Pacific Ocean Sector, Antarctica > S. Shaocang GE (Tongji University) • 723 • Ice Flow Velocity Mapping In Greenland Using Historical Images From 1960s To 1980s: Scheme Design > Z. Zeran YU (Tongji University) • 742 • Technology On High-Accuracy Dem Extraction From Airborne Interferometric SAR > Q. Qi KANG (China University of Mining and Technology) • 833 • Break Out Of Iceberg A-76 And Recent Dynamic Changes Of Its Enclosure Rifts In Ronne Ice Shelf, Antarctica > A. Aiguo ZHAO (Tongji University) • 840 • How Challenging Is The Discrimination Of Floating Materials On The Sea Surface Using High Resolution Multispectral Satellite Data? > P. Paraskevi MIKELI (NATIONAL TECHNICAL UNIVERSITY OF ATHENS) • 879 • Photon-Counting Laser Altimeter Data Filtering Based On Hierarchical Adaptive Filter For Forest Scenario > X. Xinlian LIANG (Wuhan University) • P01_214 • DROACOR-Thermal: Automated Temperature / Emissivity Retrieval For Drone Based Hyperspectral Imaging Data > D. Daniel SCHLÄPFER (ReSe Applications LLC) • P01_406 • A CNN-Based Change Detection Method For Squatter Structure Recognition From Aerial Images And DSM > M. Min ZHANG (he Hong Kong Polytechnic University) • P01_509 • Improving The Binary Classification Of Peat Localities From Multi-Source Remotely-Sensed Data Using CNN > R. Rory Clifford PITTMAN (York University) • P01_532 • Parameters To Estimate Co2 Emission In Peatland Area Based On Carbon Content And Subsidence Rate From SAR Interferometry > M. Maulida Annisa UZZULFA (Institut Teknologi Sepuluh Nopember)

• 1014 • Calibration Of Photogrammetric System For 3D Measurements In Inaccessible Multimedia Working Space > V. Vladimir A. KNYAZ (St Res Inst of Aviation Systems) • 108 • Application Of Stereo Cameras With Wide-Angle Lenses For The Indoor Mapping > D. Damian WIERZBICKI (Military University of Technology) • 126 • Accuracy Analysis Of Estimated Camera Orientation Parameters Of Historical Images - Case Study Of Georg-Schumann-Bau In Dresden (Germany) > F. Ferdinand MAIWALD (TU Dresden) • 1318 • Multi-Layer Modeling of Dense Vegetation from Aerial LiDAR Scans > E. Ekaterina KALINICHEVA (IGN/ENSG - LASTIG - UGE) • 1319 • Feature matching for multi-epoch historical aerial images > L. Lulin ZHANG (LaSTIG, IGN-Univ. Gustave Eiffel) • 135 • Multi-Modal Semantic Mesh Segmentation In Urban Scenes > D. Dominik LAUPHEIMER (University of Stuttgart) • 147 • Comparison Of Single-Image Urban Height Reconstruction From Optical And SAR Data > M. Michael SCHMITT (Bundeswehr University Munich) • 234 • Epipolar Line-Based Lateral Vibration Measurement By Using Two Cameras > A. Aisha JAVED (Seoul National University of Science and Technology) • 262 • Research On The Application Method Of Historical Building Protection Under The Integration Of Various Technologies > X. Xufeng YANG (QICS) • 284 • Remote Survey Of Traditional Dwellings Using Advanced Photogrammetry From Archival Data: The Case Of Lisbon > F. Francesca CONDORELLI (University of Padua) • 309 • Storm Drain Detection And Localisation On Mobile LiDAR Data Using A Pre-Trained Randla-Net Semantic Segmentation Network > L. Lukas MATTHEUWSEN (KU Leuven) • 362 • Image-Based Determination Of Rheological Properties Of Bingham Fluids > A. Anne PONICK (Leibniz University Hannover) • 386 • Evaluation Of UAV-Borne Photogrammetry And Laser Scanning For 3D Topographic Change Analysis At An Active Rock Glacier > V. Vivien ZAHS (Heidelberg University) • 389 • Integration Of Kalman Filtering Of Near-Continuous Surface Change Time Series Into The Extraction Of 4d Objects-By-Change > K. Katharina ANDERS (Heidelberg University) • 391 • Comparison Of Photogrammetry Tools Considering Rebar Progress Recognition > A. Abdul Hannan QURESHI (Universiti Teknologi PETRONAS) • 409 • Accuracy Investigations Of Hand-Held Scanning Systems Using Different Dumbbell Artefacts > P. Paul KALINOWSKI (Jade University of Applied Sciences) • 419 • Resampling Methods For A Reliable Validation Set In Deep Learning Based Point Cloud Classification > A. Abdul Awal Md NURUNNABI (University of Luxembourg) • 432 • Automation Of As-Built BIM Creation From Point Cloud: An Overview Of Research Works Focused On Indoor Environnement > C. Camille GOURGUECHON (INSA Strasbourg) • 436 • Vectorization Of Urban Mls Point Clouds: A Sequential Approach Using Cross Sections > É. Étienne BARÇON (TT-Geometres-Experts) • 439 • Deep Learning-Based Tracking Of Multiple Objects In The Context Of Farm Animal Ethology > R. Rasho ALI (Leibniz Universität Hannover) • 443 • Automating The Underground Cadastral Survey: A Processing Chain Proposal > A. Antoine CARREAUD (HEIG-VD) • 452 • Contribution Of Super Resolution To 3D Reconstruction From Pairs Of Satellite Image > N. Nicola IMPERATORE (CS Group) • 454 • Initial study assessing the suitability of drones with low-cost GNSS and IMU for mapping over featureless terrain using direct georeferencing > B. Bernard ESSEL (Maynooth University) • 459 • Automatic Algorithm For Georeferencing Historical-To-Nowadays Aerial Images Acquired In Natural Environments > A. Arnaud LE BRIS (IGN/ENSG - LASTIG - UGE) • 469 • Bulldozer: An Automatic Self-Driven Large Scale DTM Extraction Method From Digital Surface Model > D. Dimitri LALLEMENT (CNES) • 521 • Dense Reconstruction For Tunnels Based On The Integration Of Double-Line Parallel Photography And Deep Learning > M. Meiru JING (Nanjing University of Posts and Telecommunications) • 564 • Automatic Texture Mapping Method For 3D Models To Circumvent Occlusion Through 3D Spatial Through-View Relationships Between Images, Models, And Voxels > H. Hao LIU (Shenzhen University) • 565 • Multimode Satellite Image Hybrid Block-Adjustment And Its Application In Large Area Orthophoto Image Processing > H. Hongwei ZHANG (National Geomatics center of China) • 607 • 3D Digitization Of Transparent And Glass Surfaces: State Of The Art And Analysis Of Some Methods > A. Ali KARAMI (University of Trento) • 682 • Evaluation of the Quality of Real-time Mapping With Crane Cameras and Visual Slam Algorithms > L. Lena JOACHIM (University of Stuttgart) • 722 • An Efficient Solution To Ray Tracing Problems For Hemispherical Refractive Interfaces > R. Robin ROFALLSKI (Jade University of Applied Sciences) • 737 • The Stability Of A Permanent Terrestrial Laser Scanning System – A Case Study With Hourly Scans > A. Annelies VOORDENDAG (University of Innsbruck) • 753 • Modelling Colour Absorption Of Underwater Images Using SFM-MVS Generated Depth Maps > M. Marinos VLACHOS (Cyprus University of Technology) • 769 • Novel Single Tree Detection By Transformers Using UAV-Based Multispectral Imagery > S. Sebastian DERSCH (Hochschule München) • 859 • Building Segmentation Based On Stereo Information From Satellite Images > M. Mathis ROUX (CS Group) • 874 • A Combined Approach For Long-Term Monitoring Of Benthos In Antarctica With Underwater Photogrammetry And Image Understanding > F. Fabio MENNA (Fondazione Bruno Kessler) • 888 • Probabilistic Vegetation Transitions In Dunes By Combining Spectral And LiDAR Data > R. Roderik LINDENBERGH (Delft University of Technology) • 912 • Integration Of Photogrammetry And Portable Mobile Mapping Technology For 3D Modeling Of Cultural Heritage Sites: The Case Study Of The Bziza Temple > E. Eleonora MASET (University of Udine) • 919 • "Healing Cracks” On Fossil Teeth: Improvement Of Odontological Study Methods In Palaeontological Research > A. Armen V. GABOUTCHIAN (St Res Inst of Aviation Systems) • 925 • A Comparison Between UWB And Laser-Based Pedestrian Tracking > A. Antonio VETTORE (University of Padua) • P02_147 • Comparison Of Single-Image Urban Height Reconstruction From Optical And SAR Data > M. Michael SCHMITT (Bundeswehr University Munich) • P02_435 • Globally Optimal Point Cloud Registration For Robust Mobile Mapping > D. David SKUDDIS (University of Stuttgart) • P02_761 • A Point-Based Level-Set Approach For The Extraction Of 3D Entities From Point Clouds -- Application In Geomorphological Context > R. Reuma ARAV (TU Wien)

• 1069 • Building Change Detection Using Multi-Temporal Airborne LiDAR Data > R. Ritu YADAV (KTH Royal Institute of Technology) • 1118 • Geospatial Dimensions Of Land Cover Transitions And Land Surface Temperature In Abuja City, Nigeria > Y. Yoksa SALMAMZA MSHELIA (Kenyatta University)