THP1.PC: Geo-foundation and generative models for EO-based informed disaster risk response
Thursday, 13 August, 09:45 - 11:00
Location: Columbia, Poster Area C
Session Type: Poster
Session Co-Chairs: Getachew Workineh Gella, University of Salzburg and Stefan Lang, University of Salzburg
Track: Community Contributed Themes
Columbia, Poster Area C

THP1.PC.1: CAN THE PRITHVI-EO-2.0 FOUNDATION MODEL IMPROVE RAPID MAPPING OF RAINFALL-INDUCED LANDSLIDES?

Pukar Amatya, Jessica Sutton, Nishan Kumar Biswas, Thomas Stanley, University of Maryland Baltimore County, United States
Columbia, Poster Area C

THP1.PC.2: A MULTI-TASK LEARNING FRAMEWORK FOR LANDSLIDE DETECTION AND INTERPRETATION

Xin Li, School of Resources and Environment, University of Electronic Science and Technology of China, China; Wenjun Liu, Jiangxi Natural Resource Surveying and Monitoring Institute, China; Yao Zhang, Chong Li, Qihua Zhu, Biao Mou, Technology Innovation Center For Emergency Surveying and Mapping, Ministry of Natural Resources, PRC, China; Yan Yang, School of Resources and Environment, University of Electronic Science and Technology of China, China
Columbia, Poster Area C

THP1.PC.3: Reliable Oil Spill Detection: Fine-Tuning Pretrained Models with Evidential Learning

Chenhao Xu, Tongji University, China; Mingrui Li, Zeyu Tian, National University of Singapore, China; Lu Wang, Hongbo Sun, Institute for Infocomm Research (I2R), A*STAR, Singapore
Columbia, Poster Area C

THP1.PC.4: DA-SEGFORMER: DAMAGE-AWARE SEMANTIC SEGMENTATION FOR FINE-GRAINED DISASTER ASSESSMENT

Kevin Zhu, William Tang, Raphael Hay Tene, Zesheng Liu, Nhut Le, Maryam Rahnemoonfar, Bina Labs, United States
Columbia, Poster Area C

THP1.PC.5: LEVERAGING FROZEN EO FOUNDATION MODELS FOR MULTI-SENSOR HAZARD DETECTION AND RISK MAPPING

Donia Bougrine, David Petit, Metaplanet, France