IGARSS 2026 || Washington, D.C. || 9

FR2.R6: Remote Sensing and Geospatial Modeling of Wildfire Risk, Detection, and Recovery (3/3)

Oral

Fri, 14 Aug, 11:00 - 12:15

Location: TBD

Session Type: Oral

Track: Community Contributed Themes

Fri, 14 Aug, 11:00 - 11:15

FR2.R6.1: Bushfire Mapping from Himawari-9 Imagery Using Deep Learning with SHAP-Based Interpretation

Ziyi Yang, Husam A. H. Al-Najjar, University of Technology Sydney, Australia; Bahareh Kalantar, RIKEN Center for Advanced Intelligence Project, Japan; Ghassan Beydoun, University of Technology Sydney, Australia

Fri, 14 Aug, 11:15 - 11:30

FR2.R6.2: BURNED AREA DRIVES HYDROLOGICAL RESPONSES TO WILDFIRE IN CALIFORNIA BASINS

Amanda Lopez, Madeleine Pascolini-Campbell, Colin Raymond, Nicholas Parazoo, Jet Propulsion Laboratory, California Institute of Technology, United States; Megan Ward-Baranyay, San Diego State University, United States; Christine Lee, Jet Propulsion Laboratory, California Institute of Technology, United States

Fri, 14 Aug, 11:30 - 11:45

FR2.R6.3: Reducing False Fire Detections in VIIRS Using Temporal Convolutional Network

Zhaoyu Wang, Lin Sun, Yulong Fan, Xirong Liu, Shandong University of Science and Technology, China

Fri, 14 Aug, 11:45 - 12:00

FR2.R6.4: HIMAWARI-8/9 ACTIVE FIRE DETECTION USING SPATIOTEMPORAL-CONTEXTUAL DEVIATION FROM HISTORICAL BACKGROUND REFERENCE

Xirong Liu, Lin Sun, Yulong Fan, Zhaoyu Wang, Chunxiang Wang, Shandong University of Science and Technology, China

Fri, 14 Aug, 12:00 - 12:15

FR2.R6.5: Fuel Moisture Estimation Using Polarimetric SAR in Deep Learning Model for Fishlake National Forest, UT

Karen An, Annemarie Peacock, Richard H. Chen, Yunling Lou, Michael Denbina, Jet Propulsion Laboratory, United States; Carlos Alberto Silva, University of Florida, United States; Andrew T. Hudak, USDA Forest Service, United States; Naiara Pinto, Madeleine Pascolini-Campbell, Julie Rolla, Kimberley R. Miner, Jet Propulsion Laboratory, United States