TUP1.PI.2
High-Resolution Flood Extent Detection Using Deep Learning with Random Forest–Derived Training Labels
Azizbek Nuriddinov, Ebrahim Ahmadisharaf, Florida State University, United States; Reza Alizadeh, Michigan State University, United States
Session:
TUP1.PI: Harnessing Geospatial Technology and Machine Learning for Flood Management in Fluvial and Glacierized Catchments Poster
Track:
Community Contributed Themes
Location:
Columbia, Poster Area I
Presentation Time:
Tuesday, 11 August, 09:45 - 11:00
Session Co-Chairs:
Ashok Keshari, Indian Institute of Technology Delhi and Pramod Pandey, University of California Davis and Hatef Dastour, University of Missouri
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Session TUP1.PI
TUP1.PI.1: RESEARCH ON SPACE-AIR-GROUND STEREO MONITORING AND IDENTIFICATION OF RIVER HYDRAULIC PARAMETERS
Cen Zhang, Beijing Water Science & Technology Institute, China
TUP1.PI.2: High-Resolution Flood Extent Detection Using Deep Learning with Random Forest–Derived Training Labels
Azizbek Nuriddinov, Ebrahim Ahmadisharaf, Florida State University, United States; Reza Alizadeh, Michigan State University, United States
TUP1.PI.3: A COMPREHENSIVE ASSESSMENT OF FLOODWATER DEPTH MODELS DURING EXTREME FLOOD EVENTS IN CHANNEL COUNTRY RIVER SYSTEM
ATUL KUMAR RAI, University of Wollongong, Australia; Rajeev Ranjan, Indian Institute of Technology Delhi, India; Timothy J Cohen, University of Wollongong, Australia; Moshe Armon, The Hebrew University of Jerusalem, Israel; Samuel J Marx, University of Wollongong, Australia
TUP1.PI.4: IMPACT OF CLIMATE CHANGE ON FLOOD EXTREMES IN BURHI GANDAK BASIN, INDIA USING DATA-DRIVEN FRAMEWORK INTEGRATED WITH EARTH OBSERVATIONS AND HYDRAULIC MODEL.
Kumar Lal Babu, Ashok K. Keshari, Indian Institute Of Technology, New Delhi, India
TUP1.PI.5: Harnessing Geospatial Technology and Machine Learning for Flood Management in Fluvial and Glacierized Catchments
Laxmi Joshi, Map Earth, India; Tushar Singh, University of North West Himalaya, Dehradun, India, India; Rohit Rai, Engrossone Technology, India
TUP1.PI.6: TRANSFORMER-BASED MODELS FOR OPERATIONAL URBAN FLOODWATER DEPTH ESTIMATION FROM EARTH OBSERVATION DATA
Jeffrey Blay, Leila Hashemi-Beni, North Carolina A&T State University, United States
TUP1.PI.7: A Multi-Sensor Data Fusion Framework for Natural Disaster Mitigation and Recovery
Hadia Rahmani, Amjad Gawanmeh, Shadi Atalla, Alavikunhu Panthakkan, Hussain Al Ahmad, University of Dubai, United Arab Emirates; Saeed Al Mansoori, Mohammed Bin Rashid Space Centre, United Arab Emirates; Saed Tarapiah, University of Dubai, United Arab Emirates
Resources
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