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Estimating Forest Stand Height in Savannakhet, Lao PDR Using InSAR and Backscatter Methods with L-Band SAR DataForest stand height (FSH), or average canopy height, serves as an important indicator for forest monitoring. The information provided about above ground biomass for greenhouse gas emissions reporting, and estimating carbon storage is relevant for reporting for Reducing Emissions from Deforestation and Forest Degradation (REDD+). A novel forest height estimation method utilizing a fusion of backscatter and Interferometric Synthetic Aperture Radar (InSAR) data from JAXA’s Advanced Land Observing Satellite Phased Array type L-band Synthetic Aperture Radar (ALOS PALSAR) are applied to a use case in Savannakhet, Lao. Compared with LiDAR, the estimated height from the fusion method had an RMSE of 4.90 m and an R2 of 0.26. These results are comparable to previous studies using SAR estimation techniques. Despite limitations of data quality and quantity, the Savannakhet, Lao use case demonstrates the applicability of these techniques utilizing L-band SAR data for estimating FSH in tropical forests and can be used as a springboard for use of L-band data from the future NASA-ISRO SAR (NISAR) mission.
Document ID
20210022388
Acquisition Source
Marshall Space Flight Center
Document Type
Presentation
Authors
Helen Blue Parache
(University of Alabama in Huntsville Huntsville, Alabama, United States)
Timothy Mayer
(University of Alabama in Huntsville Huntsville, Alabama, United States)
Kelsey E. Herndon
(University of Alabama in Huntsville Huntsville, Alabama, United States)
Africa I. Flores Cordova
(University of Alabama in Huntsville Huntsville, Alabama, United States)
Yang Lei
(California Institute of Technology Pasadena, California, United States)
Quyen Nguyen
(Asian Disaster Preparedness Center Bangkok, Thailand)
Thannarot Kunlamai
(Asian Disaster Preparedness Center Bangkok, Thailand)
Robert Griffin
(University of Alabama in Huntsville Huntsville, Alabama, United States)
Date Acquired
October 5, 2021
Subject Category
Earth Resources And Remote Sensing
Meeting Information
Meeting: American Geophysical Union Fall Meeting 2021
Location: New Orleans, LA
Country: US
Start Date: December 13, 2021
End Date: December 17, 2021
Sponsors: American Geophysical Union
Funding Number(s)
CONTRACT_GRANT: NNM11AA01A
Distribution Limits
Public
Copyright
Portions of document may include copyright protected material.
Keywords
remote sensing
forest monitoring
sar
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