TU3.R10: Monitoring Flood Impacts using Satellite Remote Sensing and Machine Learning I
Tue, 18 Jul, 13:00 - 14:15 Pacific Time (UTC -7)
Location: Room 101
Session Type: Oral
Session Chair: Subit Chakrabarti, Floodbase
Session Manager: Shankho Subhra Pal
Track: Community-Contributed Sessions
Tue, 18 Jul, 13:00 - 13:12 Pacific Time (UTC -7)

TU3.R10.1: MAPPING AND MONITORING URBAN FLOOD EVENTS USING MULTI-SENSOR SATELLITE IMAGERY AND DEEP LEARNING
Rohit Mukherjee, Zhijie Zhang, Hannah Friedrich, Jonathan Giezendanner, Matthew Purri, Beth Tellman, The University of Arizona, United States
Tue, 18 Jul, 13:12 - 13:24 Pacific Time (UTC -7)

TU3.R10.2: INVESTIGATING THE EFFECT OF FLOODS ON URBAN GROWTH IN SOUTH ASIA: ANALYSIS USING REMOTE SENSING AND DEEP LEARNING METHODS
Prashanti Sharma, Rohit Mukherjee, Beth Tellman, University of Arizona, United States
Tue, 18 Jul, 13:24 - 13:36 Pacific Time (UTC -7)

TU3.R10.3: MAPPING URBAN FLOODING WITH CYGNSS AND COMPUTER VISION: A FLORIDA CASE STUDY
Tianjiao Pu, Cynthia Gerlein-Safdi, University of California, Berkeley, United States
Tue, 18 Jul, 13:36 - 13:48 Pacific Time (UTC -7)

TU3.R10.4: DEEP LEARNING SATELLITE FUSION BASED HISTORICAL INUNDATION ESTIMATES FOR ACCURATE RETURN PERIOD ESTIMATES IN BANGLADESH
Jonathan Giezendanner, University of Arizona, United States; Mitchell Thomas, Max Mauerman, Columbia University, United States; Rohit Mukherjee, Alex Saunders, University of Arizona, United States; Upmanu Lall, Columbia University, United States; Arifuzzaman Bhuyan, Bangladesh Water Development Board, Bangladesh; A.K.M. Saiful Islam, Bangladesh University of Engineering and Technology, Bangladesh; Beth Tellman, University of Arizona, United States; ,
Tue, 18 Jul, 13:48 - 14:00 Pacific Time (UTC -7)

TU3.R10.5: FLOOD AREA SEGMENTATION WITH ALOS-2/PALSAR-2 INTENSITY AND INTERFEROMETRIC COHERENCE WITH DEEP LEARNING
Kentaro Tanaka, Space Shift, Japan; Raveerat Jaturapitpornchai, Center for Cultural Heritage Technology, Italy; Shota Uchida, Syusuke Yasui, Tomonori Deguchi, Ryo Saito, Space Shift, Japan
Tue, 18 Jul, 14:00 - 14:15 Pacific Time (UTC -7)

TU3.R10.D: Discussion