Multi-peak Retracking of CryoSat-2 SARIn Waveforms Over Arctic Sea Ice

被引:5
作者
Di Bella, Alessandro [1 ]
Kwok, Ronald [2 ]
Armitage, Thomas W. K. [3 ]
Skourup, Henriette [1 ]
Forsberg, Rene [1 ]
机构
[1] Tech Univ Denmark, Natl Space Inst, DTU Space, DK-2800 Lyngby, Denmark
[2] Univ Washington, Appl Phys Lab, Polar Sci Ctr, Seattle, WA 98105 USA
[3] CALTECH, Jet Prop Lab, Pasadena, CA 91109 USA
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 2021年 / 59卷 / 05期
关键词
CryoSat-2 (CS2); interferometry; radar altimetry; retracking; sea ice; swath processing; SNOW DEPTH; LEAD DETECTION; FREEBOARD; THICKNESS; ALTIMETER; RETRIEVAL; INTERFEROMETER; CALIBRATION; TOPOGRAPHY; ALGORITHM;
D O I
10.1109/TGRS.2020.3022522
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
CryoSat-2 (CS2) is the first mission equipped with a pulse-limited radar altimeter capable of operating in Synthetic Aperture Radar (SAR) Interferometric (SARIn) mode. Over ice sheets and ice caps, CS2 SARIn data have been used to retrieve surface elevations over an across-track ground "swath." This work demonstrates that retracking multiple coherent peaks of CS2 SARIn waveforms, in combination with the interferometric phase, enables to obtain more than one valid height estimate from single SARIn waveforms over Arctic sea ice. For some SARIn waveforms, the scattering from sea ice at the satellite nadir is successfully separated from returns originating from off-nadir leads. An average bias of -1.8 cm is found for absolute sea ice elevations when using a 50% threshold retracker. It is shown that including multiple SARIn peaks and the associated phase difference in the processing does not introduce any bias on the average sea ice freeboard heights compared with the estimates from regular SAR processing schemes, while significantly increasing the number of valid sea surface height retrievals (+55%) and the number of freeboard estimates in the coastal domain and in multi- year ice regions (similar to 3 times). This results in an average similar to 34% reduction of the gridded random freeboard uncertainty, corresponding to a similar to 20% reduction of the gridded total sea ice thickness uncertainty. The results of this work show that SARIn acquisitions over Arctic sea ice provide improved spatial coverage and denser sampling of sea level and sea ice freeboard compared with the SAR mode, with accuracy being largely driven by the retracking algorithm.
引用
收藏
页码:3776 / 3792
页数:17
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