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DOI | 10.1007/s13131-023-2250-2 |
Retrieval of Antarctic sea ice freeboard and thickness from HY-2B satellite altimeter data | |
Chen, Yizhuo; Pang, Xiaoping; Ji, Qing; Yan, Zhongnan; Liang, Zeyu; Zhang, Chenlei | |
发表日期 | 2024 |
ISSN | 0253-505X |
EISSN | 1869-1099 |
起始页码 | 43 |
结束页码 | 3 |
卷号 | 43期号:3 |
英文摘要 | Antarctic sea ice is an important part of the Earth's atmospheric system, and satellite remote sensing is an important technology for observing Antarctic sea ice. Whether Chinese Haiyang-2B (HY-2B) satellite altimeter data could be used to estimate sea ice freeboard and provide alternative Antarctic sea ice thickness information with a high precision and long time series, as other radar altimetry satellites can, needs further investigation. This paper proposed an algorithm to discriminate leads and then retrieve sea ice freeboard and thickness from HY-2B radar altimeter data. We first collected the Moderate-resolution Imaging Spectroradiometer ice surface temperature (IST) product from the National Aeronautics and Space Administration to extract leads from the Antarctic waters and verified their accuracy through Sentinel-1 Synthetic Aperture Radar images. Second, a surface classification decision tree was generated for HY-2B satellite altimeter measurements of the Antarctic waters to extract leads and calculate local sea surface heights. We then estimated the Antarctic sea ice freeboard and thickness based on local sea surface heights and the static equilibrium equation. Finally, the retrieved HY-2B Antarctic sea ice thickness was compared with the CryoSat-2 sea ice thickness and the Antarctic Sea Ice Processes and Climate (ASPeCt) ship-based observed sea ice thickness. The results indicate that our classification decision tree constructed for HY-2B satellite altimeter measurements was reasonable, and the root mean square error of the obtained sea ice thickness compared to the ship measurements was 0.62 m. The proposed sea ice thickness algorithm for the HY-2B radar satellite fills a gap in this application domain for the HY-series satellites and can be a complement to existing Antarctic sea ice thickness products; this algorithm could provide long-time-series and large-scale sea ice thickness data that contribute to research on global climate change. |
英文关键词 | HY-2B satellite altimeter; classification decision tree; sea ice freeboard and thickness; Antarctic waters |
语种 | 英语 |
WOS研究方向 | Oceanography |
WOS类目 | Oceanography |
WOS记录号 | WOS:001210829000002 |
来源期刊 | ACTA OCEANOLOGICA SINICA
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文献类型 | 期刊论文 |
条目标识符 | http://gcip.llas.ac.cn/handle/2XKMVOVA/302727 |
作者单位 | Wuhan University; Ministry of Natural Resources of the People's Republic of China; Anhui Normal University |
推荐引用方式 GB/T 7714 | Chen, Yizhuo,Pang, Xiaoping,Ji, Qing,et al. Retrieval of Antarctic sea ice freeboard and thickness from HY-2B satellite altimeter data[J],2024,43(3). |
APA | Chen, Yizhuo,Pang, Xiaoping,Ji, Qing,Yan, Zhongnan,Liang, Zeyu,&Zhang, Chenlei.(2024).Retrieval of Antarctic sea ice freeboard and thickness from HY-2B satellite altimeter data.ACTA OCEANOLOGICA SINICA,43(3). |
MLA | Chen, Yizhuo,et al."Retrieval of Antarctic sea ice freeboard and thickness from HY-2B satellite altimeter data".ACTA OCEANOLOGICA SINICA 43.3(2024). |
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