机载激光雷达验证ICESat-2北极夏季海冰高度和融化池深度:校准和验证运动,格陵兰岛2022

IF 2.6 3区 地球科学 Q2 ASTRONOMY & ASTROPHYSICS
Kutalmis Saylam, Aaron R. Averett, John R. Andrews, Shelby R. Short, Nathan T. Kurtz, Rachel L. Tilling
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引用次数: 0

摘要

2022年7月,美国国家航空航天局(NASA)资助了一项在北冰洋中部上空进行的机载激光雷达数据采集活动,以评估ICESat-2 ATLAS(冰、云和陆地高程卫星,先进地形激光高度计系统)对夏季海冰高度和融化池特征的检索。一台Leica Chiroptera-4x (CHIR)安装在湾流V飞机上,带有一个玻璃视口,旁边是美国宇航局的陆地、植被和冰传感器(LVIS)。尽管存在操作限制,包括CHIR的低空、慢速巡航限制以及其他后勤和环境挑战,但与ICESat-2观测结果几乎一致的测量数据还是成功收集了。总共在500 m高度获得138分钟的CHIR激光雷达数据和四波段航空图像,绘制了11000平方公里的海冰。CHIR和LVIS在31公里长范围内的交叉验证显示出很强的一致性(R2 > 0.98, RMSE = 0.045 m),证实了机载测量的空间准确性和冗余性。研究人员开发了一种新的算法,通过重新定位CHIR测量值,使其与ICESat-2观测点对齐,从而在无潮系统中比较激光雷达数据集,并考虑到漂移速度(m/s)和航向(度),从而显著提高了一致性。CHIR近红外回波与ATL07强光束产品的绝对高度差为0.015 m,符合R2 = 0.73。此外,在高度域,当熔池深度和铅深度重合时,ATL03光子表现出0.01 m的轻微偏置和与CHIR绿波长回波的强对应(R2 = 0.84)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Airborne Lidar to Verify ICESat-2 Arctic Summer Sea Ice Heights and Melt Pond Depths: Calibration and Validation Campaign, Greenland 2022

Airborne Lidar to Verify ICESat-2 Arctic Summer Sea Ice Heights and Melt Pond Depths: Calibration and Validation Campaign, Greenland 2022

In July 2022, the National Aeronautics and Space Administration (NASA) funded an airborne lidar data acquisition campaign over the central Arctic Ocean to evaluate ICESat-2 ATLAS (Ice, Cloud, and Land Elevation Satellite, Advanced Topographic Laser Altimeter System) retrievals of summer sea ice heights and melt pond characteristics. A Leica Chiroptera-4x (CHIR) was mounted on a Gulfstream V aircraft with a glass viewport, alongside NASA's Land, Vegetation, and Ice Sensor (LVIS). Despite the operational constraints—including CHIR's low-altitude, slow-cruise constraints, and other logistical and environmental challenges—measurements nearly coincident with ICESat-2 observations were successfully collected. In total, 138 min of CHIR lidar data and four-band aerial imagery were acquired at 500 m altitude, mapping 11,000 km2 of sea ice. Cross-check validation between CHIR and LVIS over a 31-km long swath demonstrated strong agreement (R2 > 0.98, RMSE = 0.045 m), confirming both the spatial accuracy and redundancy of the airborne measurements. A novel algorithm was developed to compare lidar data sets in a tide-free system by repositioning CHIR measurements to align with ICESat-2 observed points, accounting for drift speed (m/s) and heading (degrees), which significantly improved consistency. Comparisons between CHIR's near-infrared returns and ATL07 strong-beam products yielded an absolute height difference of 0.015 m with an agreement of R2 = 0.73. Additionally, ATL03 photons showed a slight bias of 0.01 m and strong correspondence (R2 = 0.84) with CHIR green-wavelength returns for coincident melt pond and lead depths in the height domain.

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来源期刊
Earth and Space Science
Earth and Space Science Earth and Planetary Sciences-General Earth and Planetary Sciences
CiteScore
5.50
自引率
3.20%
发文量
285
审稿时长
19 weeks
期刊介绍: Marking AGU’s second new open access journal in the last 12 months, Earth and Space Science is the only journal that reflects the expansive range of science represented by AGU’s 62,000 members, including all of the Earth, planetary, and space sciences, and related fields in environmental science, geoengineering, space engineering, and biogeochemistry.
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