The GEDI Simulator: A Large‐Footprint Waveform Lidar Simulator for Calibration and Validation of Spaceborne Missions. Issue 2 (27th February 2019)

• Record Type: Journal Article
• Authors: Hancock, Steven; Armston, John; Hofton, Michelle; Sun, Xiaoli; Tang, Hao; Duncanson, Laura I.; Kellner, James R.; Dubayah, Ralph
• Is Part Of: Earth and space science. Volume 6:Issue 2(2019)
• Page Start: 294
• Page End: 310
• Publication Date: 2019-02-27
• Subjects: spaceborne -- lidar -- simulator -- validation; Space sciences -- Periodicals; Geophysics -- Periodicals; 500.5
• DOI: 10.1029/2018EA000506
• Languages: English
• ISSNs: 2333-5084

Abstract

Abstract : NASA's Global Ecosystem Dynamics Investigation (GEDI) is a spaceborne lidar mission which will produce near global (51.6°S to 51.6°N) maps of forest structure and above‐ground biomass density during its 2‐year mission. GEDI uses a waveform simulator for calibration of algorithms and assessing mission accuracy. This paper implements a waveform simulator, using the method proposed in Blair and Hofton (1999;https://doi.org/10.1029/1999GL010484 ), and builds upon that work by adding instrument noise and by validating simulated waveforms across a range of forest types, airborne laser scanning (ALS) instruments, and survey configurations. The simulator was validated by comparing waveform metrics derived from simulated waveforms against those derived from observed large‐footprint, full‐waveform lidar data from NASA's airborne Land, Vegetation, and Ice Sensor (LVIS). The simulator was found to produce waveform metrics with a mean bias of less than 0.22 m and a root‐mean‐square error of less than 5.7 m, as long as the ALS data had sufficient pulse density. The minimum pulse density required depended upon the instrument. Measurement errors due to instrument noise predicted by the simulator were within 1.5 m of those from observed waveforms and 70–85% of variance in measurement error was explained. Changing the ALS survey configuration had no significant impact on simulated metrics, suggesting that the ALS pulse density is a sufficient metric of simulator accuracy across the range of conditions and instruments tested. These results give confidence in the use of the simulator for the pre‐launch calibration and performance assessment of the GEDI mission. Plain Language Summary: NASA's Global Ecosystem Dynamics Investigation (GEDI) will be the first spaceborne lidar optimized for forest measurement and will produce a range of near‐global forest products. This paper assesses the accuracy of the GEDI simulator, which underpins the pre‐launch calibration of GEDI's data products. Key Points: GEDI's simulator has been validated and found accurate enough for pre‐launch calibration activities The uncertainties of the simulator have been quantified and ALS beam density identified as a sufficient measure of accuracy Interesting quirks of full‐waveform metrics have been highlighted and investigated