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, Lilin Li, Chao Yuan, Yunyu Zhou, Jieqi Yuan, Fengmin Wu, Linxi Zhang, Guanyu Pu, Chongqing Geomatics and Remote Sensing Center, China
Session:
MOP2.PD: Advanced Satellite Remote Sensing and AI-driven Strategies for Multi-hazard Monitoring and Risk Prediction Poster
Track:
Community Contributed Themes
Location:
TBD
Presentation Time:
Mon, 10 Aug, 15:00 - 16:15
Presentation
Discussion
Resources
No resources available.
Session MOP2.PD
MOP2.PD.1: VALIDATION OF MODEL ESTIMATED VOLCANIC ASH PARAMETERS USING SPACE LIDAR OBSERVATIONS
Rohit Mangla, Kurniawan Tjandra, Santo V. Salinas, National University of Singapore, Singapore
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
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
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
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
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, Lilin Li, Chao Yuan, Yunyu Zhou, Jieqi Yuan, Fengmin Wu, Linxi Zhang, Guanyu Pu, Chongqing Geomatics and Remote Sensing Center, China
MOP2.PD.7: Machine Learning Based Flood Detection and Assessment of Extreme Rainfall Induced Crop Damage Using Disaster Vegetation Damage Index (DVDI)
Sashikanta Sahoo, Jitesh Chandra, Punjab Remote Sensing Centre, India; Shubham Awasthi, Department of Earth Science and Engineering, United Kingdom; Sainik Bauri, Brijendra Pateriya, Punjab Remote Sensing Centre, India
MOP2.PD.8: EARTH OBSERVATION TECHNOLOGIES FOR SURVEILLANCE AND RISK ANALYSIS
Pietro Mastro, Antonio Pepe, IREA-CNR, Italy
MOP2.PD.10: 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
MOP2.PD.11: QUANTIFYING THE SPATIOTEMPORAL PREDICTABILITY OF DENGUE VIA TEMPORAL AND SPATIAL LAGS
Ethan Massey, Chang Liu, Peng Luo, Massachusetts Institute of Technology, United States
MOP2.PD.12: 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
Contacts