Cargando…
The GEDI Simulator: A Large‐Footprint Waveform Lidar Simulator for Calibration and Validation of Spaceborne Missions
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 m...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6472476/ https://www.ncbi.nlm.nih.gov/pubmed/31008149 http://dx.doi.org/10.1029/2018EA000506 |
_version_ | 1783412250864779264 |
---|---|
author | Hancock, Steven Armston, John Hofton, Michelle Sun, Xiaoli Tang, Hao Duncanson, Laura I. Kellner, James R. Dubayah, Ralph |
author_facet | Hancock, Steven Armston, John Hofton, Michelle Sun, Xiaoli Tang, Hao Duncanson, Laura I. Kellner, James R. Dubayah, Ralph |
author_sort | Hancock, Steven |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-6472476 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-64724762019-04-19 The GEDI Simulator: A Large‐Footprint Waveform Lidar Simulator for Calibration and Validation of Spaceborne Missions Hancock, Steven Armston, John Hofton, Michelle Sun, Xiaoli Tang, Hao Duncanson, Laura I. Kellner, James R. Dubayah, Ralph Earth Space Sci Research Articles 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. John Wiley and Sons Inc. 2019-02-27 2019-02 /pmc/articles/PMC6472476/ /pubmed/31008149 http://dx.doi.org/10.1029/2018EA000506 Text en ©2019. The Authors. This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made. |
spellingShingle | Research Articles Hancock, Steven Armston, John Hofton, Michelle Sun, Xiaoli Tang, Hao Duncanson, Laura I. Kellner, James R. Dubayah, Ralph The GEDI Simulator: A Large‐Footprint Waveform Lidar Simulator for Calibration and Validation of Spaceborne Missions |
title | The GEDI Simulator: A Large‐Footprint Waveform Lidar Simulator for Calibration and Validation of Spaceborne Missions |
title_full | The GEDI Simulator: A Large‐Footprint Waveform Lidar Simulator for Calibration and Validation of Spaceborne Missions |
title_fullStr | The GEDI Simulator: A Large‐Footprint Waveform Lidar Simulator for Calibration and Validation of Spaceborne Missions |
title_full_unstemmed | The GEDI Simulator: A Large‐Footprint Waveform Lidar Simulator for Calibration and Validation of Spaceborne Missions |
title_short | The GEDI Simulator: A Large‐Footprint Waveform Lidar Simulator for Calibration and Validation of Spaceborne Missions |
title_sort | gedi simulator: a large‐footprint waveform lidar simulator for calibration and validation of spaceborne missions |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6472476/ https://www.ncbi.nlm.nih.gov/pubmed/31008149 http://dx.doi.org/10.1029/2018EA000506 |
work_keys_str_mv | AT hancocksteven thegedisimulatoralargefootprintwaveformlidarsimulatorforcalibrationandvalidationofspacebornemissions AT armstonjohn thegedisimulatoralargefootprintwaveformlidarsimulatorforcalibrationandvalidationofspacebornemissions AT hoftonmichelle thegedisimulatoralargefootprintwaveformlidarsimulatorforcalibrationandvalidationofspacebornemissions AT sunxiaoli thegedisimulatoralargefootprintwaveformlidarsimulatorforcalibrationandvalidationofspacebornemissions AT tanghao thegedisimulatoralargefootprintwaveformlidarsimulatorforcalibrationandvalidationofspacebornemissions AT duncansonlaurai thegedisimulatoralargefootprintwaveformlidarsimulatorforcalibrationandvalidationofspacebornemissions AT kellnerjamesr thegedisimulatoralargefootprintwaveformlidarsimulatorforcalibrationandvalidationofspacebornemissions AT dubayahralph thegedisimulatoralargefootprintwaveformlidarsimulatorforcalibrationandvalidationofspacebornemissions AT hancocksteven gedisimulatoralargefootprintwaveformlidarsimulatorforcalibrationandvalidationofspacebornemissions AT armstonjohn gedisimulatoralargefootprintwaveformlidarsimulatorforcalibrationandvalidationofspacebornemissions AT hoftonmichelle gedisimulatoralargefootprintwaveformlidarsimulatorforcalibrationandvalidationofspacebornemissions AT sunxiaoli gedisimulatoralargefootprintwaveformlidarsimulatorforcalibrationandvalidationofspacebornemissions AT tanghao gedisimulatoralargefootprintwaveformlidarsimulatorforcalibrationandvalidationofspacebornemissions AT duncansonlaurai gedisimulatoralargefootprintwaveformlidarsimulatorforcalibrationandvalidationofspacebornemissions AT kellnerjamesr gedisimulatoralargefootprintwaveformlidarsimulatorforcalibrationandvalidationofspacebornemissions AT dubayahralph gedisimulatoralargefootprintwaveformlidarsimulatorforcalibrationandvalidationofspacebornemissions |