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GEDI模拟器:一种用于校准和验证星载任务的大尺寸波形激光雷达模拟器。

The GEDI Simulator: A Large-Footprint Waveform Lidar Simulator for Calibration and Validation of Spaceborne Missions.

作者信息

Hancock Steven, Armston John, Hofton Michelle, Sun Xiaoli, Tang Hao, Duncanson Laura I, Kellner James R, Dubayah Ralph

机构信息

University of Maryland, Geographical Sciences USA.

NASA, Goddard Space Flight Centre USA.

出版信息

Earth Space Sci. 2019 Feb;6(2):294-310. doi: 10.1029/2018EA000506. Epub 2019 Feb 27.

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.

摘要

美国国家航空航天局的全球生态系统动力学调查(GEDI)是一项星载激光雷达任务,在其为期两年的任务期间,将绘制近乎全球范围(南纬51.6°至北纬51.6°)的森林结构和地上生物量密度图。GEDI使用波形模拟器来校准算法并评估任务精度。本文采用布莱尔和霍夫顿(1999年;https://doi.org/10.1029/1999GL010484)提出的方法实现了一个波形模拟器,并在此基础上增加了仪器噪声,以及在一系列森林类型、机载激光扫描(ALS)仪器和测量配置上对模拟波形进行验证。通过将模拟波形得出的波形指标与从美国国家航空航天局机载陆地、植被和冰传感器(LVIS)观测到的大足迹、全波形激光雷达数据得出的指标进行比较,对模拟器进行了验证。结果发现,只要ALS数据具有足够的脉冲密度,该模拟器产生的波形指标平均偏差小于0.22米,均方根误差小于5.7米。所需的最小脉冲密度取决于仪器。模拟器预测的由于仪器噪声导致的测量误差与观测波形的测量误差相差在1.5米以内,并且解释了测量误差方差的70 - 85%。改变ALS测量配置对模拟指标没有显著影响,这表明在测试的各种条件和仪器范围内,ALS脉冲密度是模拟器精度的一个充分指标。这些结果为在GEDI任务的发射前校准和性能评估中使用该模拟器提供了信心。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1c9d/6472476/49daf97c3550/ESS2-6-294-g002.jpg

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