WE4.R17.1

ABOVEGROUND CARBON BIOMASS ESTIMATE WITH PHYSICS-INFORMED DEEP NETWORK

Juan Nathaniel, Gabrielle Nyirjesy, Columbia University, United States; Campbell D. Watson, IBM Research, United States; Conrad M. Albrecht, German Aerospace Center, Germany; Levente J. Klein, IBM Research, United States
Session:
WE4.R17: Remote Sensing Tools and Methods for Nature-Based Carbon Sequestration Measurement and Verification Oral
Track:
Community-Contributed Sessions
Location:
Room 212/214
Presentation Time:
Wed, 19 Jul, 15:45 - 15:57 Pacific Time (UTC -7)
Session Co-Chairs:
Levente J. Klein, IBM Research and Ademir Ferreira da Silva, IBM Research
Session Manager:
Srashti Singh
Presentation
Not logged in.
Discussion
Not logged in.
Resources
No resources available.
Session WE4.R17
WE4.R17.1: ABOVEGROUND CARBON BIOMASS ESTIMATE WITH PHYSICS-INFORMED DEEP NETWORK
Juan Nathaniel, Gabrielle Nyirjesy, Columbia University, United States; Campbell D. Watson, IBM Research, United States; Conrad M. Albrecht, German Aerospace Center, Germany; Levente J. Klein, IBM Research, United States
WE4.R17.2: POTENTIAL CARBON EMISSIONS AND CARBON SEQUESTRATION IN THE CLAY BELT FOLLOWING LAND CONVERSIONS
Ima Ituen, Baoxin Hu, York University, Canada
WE4.R17.3: IMAGE-BASED SOIL ORGANIC CARBON REMOTE SENSING FROM SATELLITE IMAGES WITH FOURIER NEURAL OPERATOR AND STRUCTURAL SIMILARITY
Ken C. L. Wong, IBM Research Almaden, United States; Levente Klein, Ademir Ferreira da Silva, IBM Research, United States; Hongzhi Wang, IBM Research Almaden, United States; Jitendra Singh, IBM Research, India; Tanveer Syeda-Mahmood, IBM Research Almaden, United States
WE4.R17.4: ASSESSING CARBON FLUXES FROM CONTEMPORARY FOREST DISTURBANCES USING A GRID-BASED CARBON ACCOUNTING MODEL
Weishu Gong, Chengquan Huang, University of Maryland College Park, United States; Richard Houghton, Woodwell Climate Research Center, United States; Jiaming Lu, Zhenhua Zou, University of Maryland College Park, United States
WE4.R17.5: COMPARISON OF BIOME-SPECIFIC AI MODELS TO ESTIMATE BIOMASS
Ademir Ferreira da Silva, Maciel Zortea, Alexandre Chamon, IBM Research - Brazil, Brazil; Levente Klein, IBM TJ Watson Research Center, United States; Ken C. L. Wong, Hongzhi Wang, IBM Research - Almaden, United States; Jitendra Singh, IBM Research - India, India
Resources
No resources available.