SASSIE Arctic Field Campaign Summary Ice Concentration Rankings from ML analysis of SBAND Images Fall 2022

Description

This dataset contains ice concentration rankings of S-band images from the S-BAND marine navigation radar collected during the 2022 Salinity and Stratification at the Sea Ice Edge (SASSIE) campaign. SASSIE is a NASA experiment that aims to understand how salinity anomalies in the upper ocean generated by melting sea ice affect sea surface temperature (SST), stratification, and subsequent sea-ice growth. SASSIE involved a field campaign that sampled the transition from summer melt to autumn ice advance in the Beaufort Sea during August-October 2022, making intensive in situ and remote sensing observations within ~200km of the sea ice edge. Images from the radar were digitized and saved every 10-60 seconds on days that the R/V Wolstad was in or around ice. Ice concentration rankings ranging from 0 to 3 determined by VGG19 Machine Learning Model. L2 summary data are available in NetCDF format.

Resources

Name Format Description Link
5 https://podaac.jpl.nasa.gov%2FCitingPODAAC
5 https://salinity.oceansciences.org%2Fsassie.htm
5 http://podaac.jpl.nasa.gov%2Fsassie
5 https://salinity.oceansciences.org%2Fdocs%2FSASSIE_overview.pdf
5 https://cmr.earthdata.nasa.gov%2Fvirtual-directory%2Fcollections%2FC3181024015-POCLOUD
5 https://github.com%2FNASA-SASSIE%2Fdata-vis
5 https://salinity.oceansciences.org%2Fstorymaps.htm%3Fid%3D12
5 https://salinity.oceansciences.org%2Fstorymaps.htm%3Fid%3D13
5 https://asdc.larc.nasa.gov%2Fciting-data
5 https://doi.org%2F10.1029%2F1999GL900588
5 https://doi.org%2F10.1029%2F1999JD900424
5 https://doi.org%2F10.1029%2F1999GL900589
5 https://doi.org%2F10.1029%2F1999JD900917
5 https://doi.org%2F10.1029%2F1999JD901053
5 https://doi.org%2F10.1029%2F1999JD900430
5 https://doi.org%2F10.1029%2F1999GL010930
5 https://doi.org%2F10.1029%2F1999JD901013
5 https://doi.org%2F10.1029%2F1999JD900750
5 https://doi.org%2F10.1029%2F1999GL900581
5 https://doi.org%2F10.1029%2F1999JD901052
5 https://espo.nasa.gov%2Fcontent%2FAmes_Format_Overview
5 https://search.earthdata.nasa.gov%2Fsearch%2Fgranules%3Fp%3DC2662385521-LARC_ASDC
5 https://doi.org%2F10.5067%2FASDC%2FSUBORBITAL%2FSONEX_Satellite_Data_1
5 https://asdc.larc.nasa.gov%2Fdata%2FSONEX%2FSONEX_Satellite_Data_1%2F
5 sassie.htm https://salinity.oceansciences.org/sassie.htm
5 http://podaac.jpl.nasa.gov/sassie
33 SASSIE_overview.pdf https://salinity.oceansciences.org/docs/SASSIE_overview.pdf
5 https://podaac.jpl.nasa.gov/CitingPODAAC
5 https://salinity.oceansciences.org/storymaps.htm?id=12
5 https://cmr.earthdata.nasa.gov/virtual-directory/collections/C3181024015-POCLOUD
5 https://github.com/NASA-SASSIE/data-vis
5 https://salinity.oceansciences.org/storymaps.htm?id=13
0 The metadata's original source. https://cmr.earthdata.nasa.gov/search/concepts/C3181024015-POCLOUD.iso19115

Tags

  • earth-science-radar-spectral-engineering
  • earth-science-sea-ice-cryosphere-sea-ice-concentration
  • earth-science-sea-ice-oceans-sea-ice-concentration

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