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

MOP2.PD: Advanced Satellite Remote Sensing and AI-driven Strategies for Multi-hazard Monitoring and Risk Prediction

Monday, 10 August, 15:00 - 16:15

Location: Columbia, Poster Area D

Session Type: Poster

Session Co-Chairs: Antonio Pepe, IREA-CNR and Sophie Giffard-Roisin, Université Grenoble Alpes / IRD

Track: Community Contributed Themes

Columbia, Poster Area D

MOP2.PD.1: VALIDATION OF MODEL ESTIMATED VOLCANIC ASH PARAMETERS USING SPACE LIDAR OBSERVATIONS

Rohit Mangla, Kurniawan Tjandra, Santo V. Salinas, Hao Tang, National University of Singapore, Singapore

Columbia, Poster Area D

MOP2.PD.2: Short‑Term Deformation of Active Landslides in Dense Forests Captured by ALOS‑2: Implications for ALOS-4

Jun SUGIMOTO, Hiroki Hashimoto, Takashi SHIBAYAMA, PASCO CORPORATION, Japan

Columbia, Poster Area D

MOP2.PD.3: Slow-moving landslide segmentation in Peru with interferometric radar

Katy Burrows, Bryan Raimbault, Jules Bourcier, Pascal Lacroix, Marie-Pierre Doin, Sophie Giffard-Roisin, Insititut des Sciences de la Terre, France

Columbia, Poster Area D

MOP2.PD.4: COMPARISON OF RAINFALL FORECASTS IN LANDSLIDE PREDICTION OVER THE LOWER MEKONG REGION

Nishan Kumar Biswas, Thomas Stanley, Pukar Amatya, University of Maryland Baltimore County, United States; Rachel Vershel, SCIENCE SYSTEMS AND APPLICATIONS INC, United States; Dalia Kirschbaum, National Aeronautics and Space Administration, United States; Miguel Laverde-Barajas, Susantha Jayasinghe, Asian Disaster Preparedness Center, Thailand

Columbia, Poster Area D

MOP2.PD.5: SYSTEMATIC ASSESSMENT OF ML MODELS' PERFORMANCE & ITS EXPLAINABILITY FOR LANDSLIDE SUSCEPTIBILITY AND RISK MAPPING IN JAMMU REGION, INDIA

Mewan Banshan War, Sumedha Basu, Santhoshini Thota, Kuldeep Ramchandra Kurte, Krishnan Sundara Rajan, International Institute of Information Technology Hyderabad, India

Columbia, Poster Area D

MOP2.PD.6: Reducing False Alarms in Geohazard Monitoring for Mega Mountainous Cities Using a Two-Stage Time-Series Model with Cause-Aware Gating

Jingping Zhang, Chongqing Geomatics and Remote Sensing Center;Chongqing University, China; Lin Li, Chao Yuan, Yunyu Zhou, Jieqi Yuan, Fengmin Wu, Linxi Zhang, Guanyu Pu, Chongqing Geomatics and Remote Sensing Center, China

Columbia, Poster Area D

MOP2.PD.7: EARTH OBSERVATION TECHNOLOGIES FOR SURVEILLANCE AND RISK ANALYSIS

Pietro Mastro, Antonio Pepe, IREA-CNR, Italy

Columbia, Poster Area D

MOP2.PD.8: HERA: An Adaptive, Intelligent Framework for Dynamic Hazard Assessment via Multimodal Fusion of Satellite-Based Data

Isabella Lee, John Trinder, The University of New South Wales, Australia; Qianqian Zhang, Shanghai Jiao Tong University School of Medicine, China

Columbia, Poster Area D

MOP2.PD.10: An Early Warning Model for Conflict-Driven Population Displacement in Lebanon

Carson Woody, Daniel Adams, Andrew Zimmer, Marie Urban, Oak Ridge National Laboratory, United States