The data of the paper "Arctic sea ice lead detection from Chinese HY-2B radar altimeter data" ... : 论文“Arctic sea ice lead detection from Chinese HY-2B radar altimeter data”的相关数据 ...
The data set is the related data of the article "Arctic sea ice lead detection from Chinese HY-2B radar altimeter data". It includes some radar altimeter data of HY-2B, some SAR images of Sentinel, and the data of CryoSat-2.The process of data:Firstly, the pretreatment process of Sentinel-...
| Main Authors: | , , , |
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| Format: | Dataset |
| Language: | Chinese |
| Published: |
Science Data Bank
2023
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| Subjects: | |
| Online Access: | https://dx.doi.org/10.57760/sciencedb.08254 https://www.scidb.cn/en/detail?dataSetId=12a64ee16eb94edf91bb0e784c773050 |
| Summary: | The data set is the related data of the article "Arctic sea ice lead detection from Chinese HY-2B radar altimeter data". It includes some radar altimeter data of HY-2B, some SAR images of Sentinel, and the data of CryoSat-2.The process of data:Firstly, the pretreatment process of Sentinel-1 SAR image: Radiometric calibration, Incidence angle correction, Filter by refined Lee algorithm, and K-means image segmentation.Secondly, we statistic the sea ice concentration of HY-2B altimeter waveform within the effective radar footprint (1.9 km and 10 km) based on the results of the Sentinel-1 SAR image. Then, set the sea ice concentration to <80% within a 1.9 km footprint as ice lead, set the sea ice concentration of 100% within a 10 km diameter as sea ice, and get some waveforms of open water using the manual method and Sentinel-1 SAR images. Note that the time difference between HY-2B altimeter data and Sentinel-1 should not exceed 4 hours.Thirdly, after collecting the labeled dataset of the HY-2B altimeter, ... : The data set is the related data of the article "Arctic sea ice lead detection from Chinese HY-2B radar altimeter data". It includes some radar altimeter data of HY-2B, some SAR images of Sentinel, and the data of CryoSat-2.The process of data:Firstly, the pretreatment process of Sentinel-1 SAR image: Radiometric calibration, Incidence angle correction, Filter by refined Lee algorithm, and K-means image segmentation.Secondly, we statistic the sea ice concentration of HY-2B altimeter waveform within the effective radar footprint (1.9 km and 10 km) based on the results of the Sentinel-1 SAR image. Then, set the sea ice concentration to <80% within a 1.9 km footprint as ice lead, set the sea ice concentration of 100% within a 10 km diameter as sea ice, and get some waveforms of open water using the manual method and Sentinel-1 SAR images. Note that the time difference between HY-2B altimeter data and Sentinel-1 should not exceed 4 hours.Thirdly, after collecting the labeled dataset of the HY-2B altimeter, ... |
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