Duguay, Claude R; Wang, Junqian (2018): Lake Ice Classification from Sentinel-1A 2015 - 2018 [dataset]. PANGAEA, https://doi.org/10.1594/PANGAEA.889727
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Abstract:
In the ESA DUE GlobPermafrost project lake ice classifications were produced to distinguish grounded ice and floating ice in lakes in Barrow (Arctic Alaska, US), Teshekpuk (Arctic Alaska, US), Mackenzie Delta (Beaufort Sea Region, CA), Kytalyk (Central Yakutia, RU), Lena Delta (Laptev and East Siberian Sea Region, RU) and Yamal (Western Siberia, RU).
Classifications are based on Sentinel-1A synthetic aperture radar time-series with a resolution between 18 m and 26 m. Imagery provides a weekly to monthly resolution throughout April and May for the years 2015 to 2017. Three versions of the product are provided using three different algorithms: 1) image thresholding (THRESH), 2) unsupervised image segmentation using K-means classification (KMEANS), and 3) unsupervised image segmentation using the Iterative Region Growing with Semantics (IRGSEM) algorithm. All versions contain two classes: grounded ice (CLASS 1) and floating ice (CLASS 2). All data are provided in geotiff format.
More information about image processing and classification can be found in the product guide.
Further details:
Project(s):
ESA Data User Element - GlobPermafrost (ESA-DUE-GlobPermafrost)
Permafrost Research (Periglacial Dynamics) @ AWI (AWI_PerDyn)
Coverage:
Median Latitude: 69.460000 * Median Longitude: 171.168750 * South-bound Latitude: 65.350000 * West-bound Longitude: 68.590000 * North-bound Latitude: 72.840000 * East-bound Longitude: -134.040000
Event(s):
Comment:
This dataset will be updated in 2018, further data will be added. Update on 2019-01-28: The lake ice classification product was updated with additional datasets. The product has now more time steps including the year 2018. Also, two new sites were added, i.e. C12-1 Central Seward Peninsula and C12-2 Cape Espenberg Lowland.
Parameter(s):
| # | Name | Short Name | Unit | Principal Investigator | Method/Device | Comment |
|---|---|---|---|---|---|---|
| 1 | Event label | Event | Duguay, Claude R | |||
| 2 | File name | File name | Duguay, Claude R | |||
| 3 | File format | File format | Duguay, Claude R | |||
| 4 | File size | File size | kByte | Duguay, Claude R | ||
| 5 | Uniform resource locator/link to file | URL file | Duguay, Claude R |
License:
Creative Commons Attribution 3.0 Unported (CC-BY-3.0)
Size:
32 data points
Data
| 1 Event | 2 File name | 3 File format | 4 File size [kByte] | 5 URL file |
|---|---|---|---|---|
| C01_Barrow | H2O_CGI_SENT1_V01_C01_Barrow.zip | ZIP | 13255 | H2O_CGI_SENT1_V01_C01_Barrow.zip |
| C03_Teshekpuk | H2O_CGI_SENT1_V01_C03_Teshekpuk.zip | ZIP | 25085 | H2O_CGI_SENT1_V01_C03_Teshekpuk.zip |
| C04_Mackenzie_Delta | H2O_CGI_SENT1_V01_C04_Mackenzie_Delta.zip | ZIP | 151340 | H2O_CGI_SENT1_V01_C04_Mackenzie_Delta.zip |
| C06_Kytalyk | H2O_CGI_SENT1_V01_C06_Kytalyk.zip | ZIP | 24468 | H2O_CGI_SENT1_V01_C06_Kytalyk.zip |
| C07_Lena_Delta | H2O_CGI_SENT1_V01_C07_LenaDelta.zip | ZIP | 98813 | H2O_CGI_SENT1_V01_C07_LenaDelta.zip |
| C08_Yamal | H2O_CGI_SENT1_V01_C08_Yamal.zip | ZIP | 35881 | H2O_CGI_SENT1_V01_C08_Yamal.zip |
| C12_1_Central_Seward_Peninsula | H2O_CGI_SENT1_V01_C12_2_CentralSewardPeninsula.zip | ZIP | 618 | H2O_CGI_SENT1_V01_C12_2_CentralSewardPeninsula.zip |
| C12_2_Cape_Espenberg_Lowland | H2O_CGI_SENT1_V01_C12_1_CapeEspenbergLowland.zip | ZIP | 5691 | H2O_CGI_SENT1_V01_C12_1_CapeEspenbergLowland.zip |