SICEv3.0 Novaya Zemlya snow and ice broadband albedo and surface optical properties from Sentinel-3’s OLCI at 500 m resolution, Near Real Time (NRT)

Version 1.0
Bahbah, Rasmus; Box, Jason; Vandecrux, Baptiste; Wehrlé, Adrien; Mankoff, Ken; Perše, Matej, 2023, "SICEv3.0 Novaya Zemlya snow and ice broadband albedo and surface optical properties from Sentinel-3’s OLCI at 500 m resolution, Near Real Time (NRT)", https://doi.org/10.22008/FK2/E2HSXW, GEUS Dataverse, V1
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Description
SICE v3.0. 0.5 km Arctic land ice SSA, broadband albedo and spectral reflectance for 2017 to 2023

Timespan

1 April, to 31 September for each year 2017 to 2023 and is being updated starting ~April each year

Description

For Greenland, 0.5km daily data (Table 1) from the pySICE v2.1 algorithm, see Bahbah et al (2023) and Kokhanovsky et al (2023) for details. Broadband albedo "albedo_bb_planar_sw" is after Kokhanovsky et al (2019). "BBA_combination" is albedo_bb_planar_sw for albedo_bb_planar_sw values above 0.565 and is combined with an ampirical albedo for albedo_bb_planar_sw below or equal to 0.565, see Wehrlé et al (2021). Data format is GeoTiff in the EPSG:3413 - WGS 84 / NSIDC Sea Ice Polar Stereographic North. We suggest using rasterio to read the data files. The data are also available from https://thredds.geus.dk/

Data Format

Data format is GeoTiff in the EPSG:3413 - WGS 84 / NSIDC Sea Ice Polar Stereographic North projection.

  Table 1, SICE v3.0 data, alphabetical name, description
  • ANG, Angström parameter for atmospheric aerosol correction
  • AOD_550, aerosol optical depth at 550 nm from CAMS, m units
  • al, effective absorption length, mm units
  • albedo_bb_spherical_sw, albedo under isotropic radiation
  • albedo_bb_planar_sw, broadband albedo
  • albedo_spectral_planar_NN, multispectral albedo_spectral_planar, where NN is a number for bands 01-21
  • diagnostic_retrieval, per pixel diagnostic info
  • cloud_mask,SCDA cloud mask
  • cloud_mask, SCDA cloud mask
  • cv1, quality check 1 (see ATBD)
  • cv2, quality check 2 (see ATBD)
  • factor<,snow covered fraction within mixed pixels
  • grain_diameter, effective optical snow grain diameter
  • isnow, See Table 2
  • lat, decimal latitude
  • lon, decimal longitude
  • O3_SICE, OLCI total ozone retrieval corrected for ozone scattering after Kokhanovsky et al 2020
  • r0, reflectance of a semi-infinite non-absorbing snow layer
  • r_TOA_NN, multispectral TOA reflectance, where NN is a number for bands 01-21
  • r_BRR_NN, multispectral botttom of atmosphere reflectance, where NN is a number for bands 01-21
  • snow_specific_surface_area, SSA
  • saa, solar azimuth angle
  • sza, solar zenith angle
  • vaa, viewing azimuth angle
  • vza, viewing zenith angle

    • Table 2, Diagnostic codes

    Diagnostic Code, Description
  • 0, clean snow
  • 1, polluted snow
  • 6, polluted snow for which r0 was calculated and not derived from observations
  • 7, polluted snow of calculated spherical albedo in bands 1 and 2 greater than 0.98 reprocessed as clean snow
  • 100, sza exceeding 75, no retrival albedo
  • 102, TOA reflectance at band 21 less than 0.1, no retrieval
  • 104, grain_diameter less than 0.1, no retrieval, potential cloud flag
  • -N, impossible to solve polluted snow albedo equation at band N

    • See also related information below

    Reference Publications

  • Kokhanovsky, A., Vandecrux, B., Wehrlé, A., Danne, O., Brockmann, C., and Box, J. E.: An improved retrieval of snow and Ice properties using spaceborne OLCI/S-3 spectral reflectance measurements: Updated atmospheric correction and snow impurity load estimation, Remote Sens. (Basel), 15, 77, https://doi.org/10.3390/rs15010077, 2022
  • Kokhanovsky A.A., Lamare, M. and Rozanov, V. (2020) Retrieval of the total ozone over Antarctica using Sentinel-3 ocean and land colour instrument. Journal of Quantitative Spectroscopy and Radiative Transfer 251, 107045 https://doi.org/10.1016/j.jqsrt.2020.107045

    • Code

  • Bahbah, R., Wehrlé, A., Mankoff, K., Vandecrux, B., and Box, J. E.: Sentinel-3 snow and ice optical properties retrieval (SICE) version 3.0, https://doi.org/10.5281/zenodo.10058790, 2023.

    How to gather and read the data

  • see https://github.com/GEUS-SICE/SICE_gather and raise any issues there.

    • Acknowledgements

    SICE has been supported by the following contracts to the European Space Agency (ESA):
  • Dec. 2016 – Jan. 2019 SEOM S34Sci Land Study 1: Snow, ESRIN Contract 4000118926/16/I-NB
  • Dec. 2018 – Jul. 2020 EO Science For Society, ESA/Contract 4000125043/18/I-NB – ESA/AO/1-9101/17/I-NB EO SCIENCE FOR SOCIETY, Pre-operational Sentinel-3 Snow and Ice Products
    • (SICE)
  • Jan. 2019 – Dec. 2020 ESA PRODEX, An operational service of new Sentinel-3 algorithms for climate monitoring of the Greenland Cryosphere within the CryoClim network
  • May 2021 – June 2023 ESA PRODEX, Seamless Integration of Sentinel-3 Albedos in a Weather-modelling System (SISAWS)
  • Feb 2022 – Oct. 2023 ESA EO Science For Society, Snow and ICE optical and physical properties from Sentinel-3 (SICE), ESA CCN contract 4000125043/18/I-NB

    • and the ESA Network of Resources,

    Related Information

  • description of variables, inputs and outputs https://github.com/GEUS-SICE/pySICE/tree/pySICEv2.1
  • https://snow.geus.dk/

    • Questions?

    contact Jason Box, jeb@geus.dk
    Subject Earth and Environmental Sciences
    License/Data Use Agreement

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    EDC SICE output: sice_500_2023_08_19.nc, date: 2023_08_19
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    EDC SICE output: sice_500_2023_08_20.nc, date: 2023_08_20
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    EDC SICE output: sice_500_2023_08_21.nc, date: 2023_08_21
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    EDC SICE output: sice_500_2023_08_22.nc, date: 2023_08_22
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    EDC SICE output: sice_500_2023_08_24.nc, date: 2023_08_24
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    EDC SICE output: sice_500_2023_08_26.nc, date: 2023_08_26
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