TH3.R15.4

MAPPING WILDFIRE BURNED AREA USING GNSS-REFLECTOMETRY IN DENSELY VEGETATED REGIONS WITH COMPLEX TOPOGRAPHY: A MACHINE LEARNING APPROACH

Archana Kannan, Amer Melebari, University of Southern California, United States; Grigorios Tsagkatakis, Foundation for Research and Technology-Hellas (FORTH), Greece; Kurtis Nelson, EROS Center at United States Geological Survey, United States; Vinay Ravindra, Sreeja Nag, Bay Area Environmental Research Institute at NASA Ames Research Centre, United States; Mahta Moghaddam, University of Southern California, United States
Session:
TH3.R15: Advancing Technologies for Wildfire Risk Management in the Context of the 2030 Green Deal I Oral
Track:
Community-Contributed Sessions
Location:
Mercury Hall
Presentation Time:
Thu, 11 Jul, 15:22 - 15:36
Session Co-Chairs:
Claudio Rossi, LINKS Foundation and Mariza Kaskara, National Observatory of Athens
Presentation
Discussion
Resources
No resources available.
Session TH3.R15
TH3.R15.1: RAPID WILDFIRE HOTSPOT DETECTION USING SELF-SUPERVISED LEARNING ON TEMPORAL REMOTE SENSING DATA
Luca Barco, Angelica Urbanelli, Claudio Rossi, LINKS Foundation, Italy
TH3.R15.2: ENHANCING DAILY WILDFIRE RISK PREDICTION APPLICATION THROUGH INTERPRETABLE MACHINE LEARNING RESULTS
Alexis Apostolakis, Stella Girtsou, National Observatory of Athens, National Τechnical University of Athens, Greece; Konstantinos Alexis, Giorgos Giannopoulos, Athena Research Center, Greece; Nikolaos Bartsotas, Charalampos Kontoes, National Observatory of Athens, Greece
TH3.R15.3: DECODING GLOBAL WILDFIRE DYNAMICS: A DATACUBE FOR CAUSAL ANALYSIS OF WILDFIRE DRIVERS
Ilektra Karasante, Ioannis Prapas, Ioannis Papoutsis, National Observatory of Athens, Greece
TH3.R15.4: MAPPING WILDFIRE BURNED AREA USING GNSS-REFLECTOMETRY IN DENSELY VEGETATED REGIONS WITH COMPLEX TOPOGRAPHY: A MACHINE LEARNING APPROACH
Archana Kannan, Amer Melebari, University of Southern California, United States; Grigorios Tsagkatakis, Foundation for Research and Technology-Hellas (FORTH), Greece; Kurtis Nelson, EROS Center at United States Geological Survey, United States; Vinay Ravindra, Sreeja Nag, Bay Area Environmental Research Institute at NASA Ames Research Centre, United States; Mahta Moghaddam, University of Southern California, United States
TH3.R15.5: UTILISATION OF UNMANNED AERIAL VEHICLES AND MESH IN THE SKY WIRELESS COMMUNICATION SYSTEM IN WILDFIRE MANAGEMENT
Garik Markarian, Rinicom Ltd, United Kingdom; Georgios Sakkas, Nikolaos Kalapodis, KEMEA - Centre for Security Studies, Greece; Krishna Chandramouli, Venaka TReLeaf, United Kingdom; Lovorko Marić, Micro Digital, Croatia (Hrvatska)
TH3.R15.6: INCORPORATING SOCIAL MEDIA SENSING AND COMPUTER VISION TECHNOLOGIES TO SUPPORT WILDFIRE MONITORING
Emmanouil Michail, Aristeidis Bozas, Dimitrios Stefanopoulos, Stavros Paspalakis, Georgios Orfanidis, Anastasia Moumtzidou, Ilias Gialampoukidis, Konstantinos Ioannidis, Stefanos Vrochidis, Ioannis Kompatsiaris, Centre of Research and Technology Hellas, Greece
TH3.R15.7: MAPPING AND ASSESSMENT OF ECOLOGICAL POTENTIAL LOSSES DUE TO WILDFIRES IN EUROPE
Fátima Arrogante-Funes, Inmaculada Aguado, María Lucrecia Pettinari, Emilio Chuvieco, Universidad de Alcalá, Spain
Resources
No resources available.