Scatterometer ice sheet freeze-thaw data in Antarctica and Greenland (2015-2019) v1.0

Scatterometer ice sheet freeze-thaw data in Antarctica and Greenland (2015-2019) v1.0

The coverage time of microwave scatterometer ice sheet freeze-thaw data is updated to 2015-2019, with a spatial resolution of 4.45km. The time resolution is day by day, and the coverage range is the polar ice sheet. The remote sensing inversion method based on microwave radiometer considers the change of snow cover characteristics in space-time and space. Firstly, the DVPR time series data of scatterometer data is extracted, the high time resolution of scatterometer data is effectively used, and the influence of terrain is removed by channel difference. Then, the variance value of time series at each sampling point is simulated by generalized Gaussian model, so as to make the region. The generalized Gaussian model needs less input parameters than the traditional double Gaussian model, and the obtained threshold is also unique. Finally, the moving window segmentation algorithm is used to accurately find the melting start time, end time and duration of the wet snow point, which can effectively remove the temperature mutation in the melting or non melting period. The impact. The data of long time series microwave scatterometer are from QSCAT and ASCAT. The verification of the measured stations shows that the detection accuracy of ice sheet freezing and thawing is over 70%. The data is stored in a bin file every day. Each file of Antarctic freeze-thaw data based on microwave scatterometer is composed of 810 * 680 grid, and each file of Greenland ice sheet freeze-thaw data is composed of 810 * 680 grid (0 value: non melting area, 1 Value: melting area).

File naming and required software

File name: the data is stored in the bin raster format. The file name is yyyy_ddd.bin is named after the time of receipt,Where yyyy represents the year and DDD represents the date, for example, 2015_010.bin represents the surface freezing-thawing data of the scattering ice sheet on the 10th day of 2015.
Data reading method: raster data can be opened with Arcgis, Qgis and other software, or read programmatically. The main value of the raster after opening represents the freeze-thaw value of the surface.

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Cite as:

Liang, L. (2019). Scatterometer ice sheet freeze-thaw data in Antarctica and Greenland (2015-2019) v1.0. A Big Earth Data Platform for Three Poles, DOI: 10.11888/Glacio.tpdc.270921. CSTR: 18406.11.Glacio.tpdc.270921. (Download the reference: RIS | Bibtex )

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Support Program

CASEarth:Big Earth Data for Three Poles(grant No. XDA19070000) (No:XDA19000000)

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License: This work is licensed under an Attribution 4.0 International (CC BY 4.0)

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Geographic coverage
East: 180.00 West: -180.00
South: -90.00 North: 90.00
  • Temporal resolution: Daily
  • Spatial resolution: km
  • File size: 1,024 MB
  • Views: 2,692
  • Downloads: 16
  • Access: Open Access
  • Temporal coverage: 2015-01-10 To 2019-02-09
  • Updated time: 2021-04-19
: Liang Lei  

Distributor: A Big Earth Data Platform for Three Poles


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