Kutalmis Saylam, Aaron R. Averett, John R. Andrews, Shelby R. Short, Nathan T. Kurtz, Rachel L. Tilling
{"title":"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","authors":"Kutalmis Saylam, Aaron R. Averett, John R. Andrews, Shelby R. Short, Nathan T. Kurtz, Rachel L. Tilling","doi":"10.1029/2024EA004100","DOIUrl":null,"url":null,"abstract":"<p>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 km<sup>2</sup> of sea ice. Cross-check validation between CHIR and LVIS over a 31-km long swath demonstrated strong agreement (<i>R</i><sup>2</sup> > 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 <i>R</i><sup>2</sup> = 0.73. Additionally, ATL03 photons showed a slight bias of 0.01 m and strong correspondence (<i>R</i><sup>2</sup> = 0.84) with CHIR green-wavelength returns for coincident melt pond and lead depths in the height domain.</p>","PeriodicalId":54286,"journal":{"name":"Earth and Space Science","volume":"12 10","pages":""},"PeriodicalIF":2.6000,"publicationDate":"2025-10-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://agupubs.onlinelibrary.wiley.com/doi/epdf/10.1029/2024EA004100","citationCount":"0","resultStr":"{\"title\":\"Airborne Lidar to Verify ICESat-2 Arctic Summer Sea Ice Heights and Melt Pond Depths: Calibration and Validation Campaign, Greenland 2022\",\"authors\":\"Kutalmis Saylam, Aaron R. Averett, John R. Andrews, Shelby R. Short, Nathan T. Kurtz, Rachel L. Tilling\",\"doi\":\"10.1029/2024EA004100\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>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 km<sup>2</sup> of sea ice. Cross-check validation between CHIR and LVIS over a 31-km long swath demonstrated strong agreement (<i>R</i><sup>2</sup> > 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 <i>R</i><sup>2</sup> = 0.73. Additionally, ATL03 photons showed a slight bias of 0.01 m and strong correspondence (<i>R</i><sup>2</sup> = 0.84) with CHIR green-wavelength returns for coincident melt pond and lead depths in the height domain.</p>\",\"PeriodicalId\":54286,\"journal\":{\"name\":\"Earth and Space Science\",\"volume\":\"12 10\",\"pages\":\"\"},\"PeriodicalIF\":2.6000,\"publicationDate\":\"2025-10-07\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://agupubs.onlinelibrary.wiley.com/doi/epdf/10.1029/2024EA004100\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Earth and Space Science\",\"FirstCategoryId\":\"89\",\"ListUrlMain\":\"https://agupubs.onlinelibrary.wiley.com/doi/10.1029/2024EA004100\",\"RegionNum\":3,\"RegionCategory\":\"地球科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ASTRONOMY & ASTROPHYSICS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Earth and Space Science","FirstCategoryId":"89","ListUrlMain":"https://agupubs.onlinelibrary.wiley.com/doi/10.1029/2024EA004100","RegionNum":3,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ASTRONOMY & ASTROPHYSICS","Score":null,"Total":0}
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.
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.