IGARSS 2026 || Washington, D.C. || 9

TUP2.PB: GeoAI for Advanced Mapping and Geospatial Data Analysis: Innovations, Applications, and Challenges III

Poster

Tue, 11 Aug, 15:00 - 16:15

Location: TBD

Session Type: Poster

Track: Community Contributed Themes

TUP2.PB.1: Semantic Segmentation of Land Use and Land Cover in the Gabes Oasis (Tunisia): A Comparative Evaluation of U-Net Encoders Using Stratified Cross-Validation

Rochdy BENBELHASSEN, Yassine Bensalem, Mohamed Yahia, University of Gabes, Tunisia; Tarig Ali, American University of Sharjah, United Arab Emirates

TUP2.PB.2: SPATIO-TEMPORAL DEEP FUSION OF OPTICAL-SAR REMOTE SENSING WITH PHYSICS-CONSTRAINED MACHINE LEARNING FOR OPERATIONAL CROP WATER USE MONITORING IN NITRATE-SENSITIVE AGRICULTURAL SYSTEMS

Gift Siphiwe Nxumalo, Tamás János, Attila Nagy, Zsolt Zoltán Fehér, University of Debrecen, Hungary

TUP2.PB.3: Towards Prompt-Free Segmentation of Mariculture Facilities Using an AutoPrompt-Enhanced Segment Anything Model

Yunci Xu, Lizhen Lu, Zhejiang University, China

TUP2.PB.4: RS-MAPGEN: A ROBUST REMOTE SENSING IMAGERY TO ONLINE MAP GENERATOR VIA ADVERSARIAL LEARNING WITH STATE NOISE AND SEMANTIC GUIDANCE

Jilong Tian, Fei Yang, Hao Chen, Shuang Peng, National University of Defense Technology, China

TUP2.PB.5: Land-Cover–Dependent Analysis of InSAR Coherence Learned from SAR Backscatter

Francescopaolo Sica, University of the Bundeswehr Munich, Germany; Andrea Pulella, German Aerospace Center, Germany; Michael Schmitt, University of the Bundeswehr Munich, Germany

TUP2.PB.6: MZ-GPT: Bridging AI and Agriculture for Farmer-Friendly Sustainable Zone Management

Papia Rozario, Rahul Gomes, University of Wisconsin-Eau Claire, United States; Pedro Sanchez, Debankur Sanyal, University of Arizona, United States

TUP2.PB.7: Knowledge Graph Guided SpatioTemporal Soil Nutrient Synthesis Using a Conditional Variational Autoencoder

Chaitanya Kakade, University of Pennsylvania, United States; Sanchita Gangopadhyay, Wipro Ltd., India; Ujwala Bharambe, University Of Mumbai, India; Chhaya Dhavale, NMIMS, India

TUP2.PB.8: TEMPORAL FEATURE FUSION FOR WILDFIRE SEGMENTATION IN UAV VIDEO

Dmitry Bezborodov, Neda Nazemi, Matt Revelle, Faraz Dadgostari, Montana State University, United States

TUP2.PB.9: SMINVNET A SPATIO-SPECTRAL MAMBA-LIKE LINEAR ATTENTION AND MULTI-SCALE FUSION NETWORK FOR GROUND PENETRATING RADAR IMAGE INVERSION

Yu Ma, Zhaozhao Zeng, School of Computer Science, China University of Geosciences, China; Mengxiong Tang, Hesong Hu, Guangzhou Municipal Construction Group Co.,Ltd, China; Yang Yu, Jun Li, School of Computer Science, China University of Geosciences, China

TUP2.PB.10: SATELLITE-BASED CENSUS OF MULTI-SEASON MIGRATORY WILDEBEEST POPULATIONS IN THE SERENGETI-MARA ECOSYSTEM

Zijing Wu, The University of Hong Kong, China; Zeyu Xu, Tiejun Wang, Sun Yat-sen University, China; Zhiliang Zhu, United States Geological Survey, United States; Peng Gong, The University of Hong Kong, China