Data · dataset · 2023
The data of the paper "Arctic sea ice lead detection from Chinese HY-2B radar altimeter data"
Listed in ScienceDB
The data set is the related data of the article "Arctic sea ice lead detection from Chinese HY-2B radar altimeter data".
Description
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, use ten classification methods described in the paper for classification.Finally, compare the classification results with the L2I products of CryoSat-2 using lead fraction.
Links
Where it is published
- DOI doi.org/10.57760/sciencedb.08254 ↗
DOI / persistent id · from scidb cn
Catalogue records · 1
- OAI-PMH record scidb.cn/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=10.57760%2… ↗
metadata API · from scidb cn
Topics
- From keywords
- Earth & Environmental Science · Engineering · Humanities · Life Sciences · Social Science
- Inferred from text
- Image 75%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ScienceDB | 10.57760/sciencedb.08254 | 7 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:engineering | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:humanities | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:social-science | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[modality].local:modality:image | enrichment · scidb cn | keyword-concept-rules@1.0.0 | title+description (75%) |
| description | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/description |
| license | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/rights |
| publication_date | source · scidb cn | connector:scidb_cn@1.0.0 | |
| title | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/title |