WE1.R6.9

BUSHFIRE SEVERITY MAPPING USING SENTINEL-1 AND -2 IMAGERY

Shahriar Rahman, Hsing-Chung Chang, Kerrie Tomkins, Macquarie University, Australia; Warwick Kehir, Rural Fire Service, NSW, Australia

Session:
Model Inversion and Parameter Estimation

Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)

Presentation Time:
Wed, 30 Sep, 13:20-13:30 (UTC)
Wed, 30 Sep, 21:20-21:30 China Standard Time (UTC +8)
Wed, 30 Sep, 15:20-15:30 Central Europe Summer Time (UTC +2)
Wed, 30 Sep, 06:20-06:30 Pacific Daylight Time (UTC -7)

Session Co-Chairs:
Tang Xu, School of Artificial intelligence, Xidian University and Nathan Jacobs, University of Kentucky
Session Managers:
Mirnayani M and Rajat Shinde

Presentation

Discussion

Resources

Session

WE1.R6.1: INVERSION ESTIMATES OF METHANE EMISSION IN THE MIDDLE EAST IN 2010-2017 WITH GOSAT OBSERVATIONS
Fenjuan Wang, Shamil Maksyutov, Rajesh Janardanan, NIES, Japan; Aki Tsuruta, Finnish Meteorological Institute, Finland; Akihiko Ito, Isamu Morino, Yukio Yoshida, NIES, Japan; Johannes W. Kaiser, Deutscher Wetterdienst, Germany; Greet Janssens Maenhout, European Commission Joint Research Centre, Italy; Ed Dlugokencky, NOAA, United States; Ivan Mammarella, University of Helsinki, Finland; Jost V. Lavric, Max Planck Institute for Biogeochemistry, Germany; Tsuneo Matsunaga, NIES, Japan
WE1.R6.2: MAPPING ANTIMONY CONCENTRATION OVER GEOTHERMAL AREAS USING HYPERSPECTRAL AND THERMAL REMOTE SENSING
Cecilia Rodriguez-Gomez, Gabor Kereszturi, Massey University, New Zealand; Robert Reeves, GNS Science, New Zealand; Stuart Mead, Reddy Pullanagari, Massey University, New Zealand; Andrew Rae, GNS Science, New Zealand; Paramsothy Jeyakumar, Massey University, New Zealand
WE1.R6.3: A REGULARIZED TENSOR NETWORK FOR CYCLONE WIND SPEED ESTIMATION
Zhao Chen, Xingxing Yu, Feng Zhou, Bin Yang, Donghua University, China
WE1.R6.4: Joint Range-Angle-Doppler Resolution Capability Analysis for FDA Radar Signal via Generalized Ambiguity Function
Ronghua Gui, Bang Huang, Wen-Qin Wang, University of Electronic Science and Technology of China, China
WE1.R6.5: PARKING OCCUPANCY ESTIMATION ON PLANETSCOPE SATELLITE IMAGES
Sebastien Drouyer, ENS Paris Saclay, France
WE1.R6.6: HIGH RESOLUTION SPATIAL MAPPING OF SOIL NUTRIENTS USING k - NEAREST NEIGHBOR BASED CNN APPROACH
Kamal Das, IBM Research India, India; Subhojit Mandal, Mainak Thakur, Indian Institute of Information Technology (IIIT), Sri City, India
WE1.R6.7: ESTIMATING LEAF AREA INDEX AT 250M SPATIAL RESOLUTION FROM MODIS DATA USING GENERAL REGRESSION NEURAL NETWORKS
Yunteng Zhang, Zhiqiang Xiao, Beijing Normal University, China
WE1.R6.8: Surface Modeling for Airborne Lidar
Hunter Blanton, Sean Grate, Nathan Jacobs, University of Kentucky, United States
WE1.R6.9: BUSHFIRE SEVERITY MAPPING USING SENTINEL-1 AND -2 IMAGERY
Shahriar Rahman, Hsing-Chung Chang, Kerrie Tomkins, Macquarie University, Australia; Warwick Kehir, Rural Fire Service, NSW, Australia
WE1.R6.10: MODELING EARLY INDICATORS OF GRAPEVINE PHYSIOLOGY USING HYPERSPECTRAL IMAGING AND PARTIAL LEAST SQUARES REGRESSION (PLSR)
Matthew Maimaitiyiming, University of Missouri-Columbia, United States; Maitiniyazi Maimaitijiang, Saint Louis University, United States; Paheding Sidike, Purdue University Northwest, United States; Vasit Sagan, Saint Louis University, United States; Zoë Migicovsky, Dalhousie University, Canada; Daniel Chitwood, Michigan State University, United States; Peter Cousins, Nick Dokoozlian, E. & J. Gallo Winery, United States; Allison Miller, Saint Louis University, United States; Misha Kwasniewski, University of Missouri-Columbia, United States
WE1.R6.11: ESTIMATING DISPLACED POPULATIONS FROM OVERHEAD
Armin Hadzic, University of Kentucky, United States; Gordon Christie, Jeffrey Freeman, Johns Hopkins University Applied Physics Laboratory, United States; Amber Dismer, Centers for Disease Control and Prevention, United States; Stevan Bullard, Agency for Toxic Substances and Disease Registry (ATSDR), United States; Ashley Greiner, Centers for Disease Control and Prevention, United States; Nathan Jacobs, University of Kentucky, United States; Ryan Mukherjee, Johns Hopkins University Applied Physics Laboratory, United States