FRP2.PT.4
EXPLORING WILDFIRE CLASSIFICATION IN THE CANADIAN BOREAL FOREST: A COMPARATIVE STUDY OF LOGISTIC REGRESSION AND XGBOOST WITH EXPLAINABLE AI
Brandon Tran, Elijah James Duran, Mike Luu, Hesham Morgan, Surendra Maharjan, Wenzhao Li, Hesham El-Askary, Chapman University, United States
Session:
FRP2.PT: Improved Characterization and Understanding of Wildfires and their Environmental Impacts using Satellite Data and Artificial Intelligence IV Poster
Track:
Community-Contributed Sessions
Location:
Poster Area
Presentation Time:
Friday, 8 August, 14:30 - 15:45
Presentation
Discussion
Resources
No resources available.
Session FRP2.PT
FRP2.PT.1: LIVE FUEL MOISTURE CONTENT ESTIMATION FROM HIMAWARI-8 DATA AND SCOPE MODEL INVERSION
Jixuan Jiang, Jingyu Zhang, Qinglong Jia, Xingwen Quan, University of Electronic Science and Technology of China, China
FRP2.PT.2: INTEGRATING LONG SHORT-TERM MEMORY NETWORKS AND MACHINE LEARNING MODELS FOR IMPROVING EXPLAINABLE WILDFIRE SUSCEPTIBILITY ASSESSMENT
Yuxiang Yan, Rui Chen, Yiru Zhang, Hongguo Zhang, Yuan Cai, Binbin He, University of Electronic Science and Technology of China, China
FRP2.PT.3: THE FIRE DETECTION CAPABILITIES OF METEOSAT THIRD GENERATION: A COMPARISON WITH METEOSAT SECOND GENERATION USING EARLY OPERATIONAL DATA
Valerio Pampanoni, Giovanni Laneve, Simone Saquella, Alvise Ferrari, Sapienza University, Italy
FRP2.PT.4: EXPLORING WILDFIRE CLASSIFICATION IN THE CANADIAN BOREAL FOREST: A COMPARATIVE STUDY OF LOGISTIC REGRESSION AND XGBOOST WITH EXPLAINABLE AI
Brandon Tran, Elijah James Duran, Mike Luu, Hesham Morgan, Surendra Maharjan, Wenzhao Li, Hesham El-Askary, Chapman University, United States
FRP2.PT.5: A MACHINE LEARNING-BASED STUDY ON WILDFIRE RISK ASSESSMENT IN PAKISTAN
Xue Hou, Hongguo Zhang, Binbin He, University of Electronic Science and Technology of China, China
FRP2.PT.6: GAN-based SAR-to-Optical Conversion for Wildfire Burn Area Mapping
Min Kim, Seonyoung Park, Seoul National University of Science and Technology, Korea (South)
Resources
No resources available.