Output of the optical retrievals of snow and ice properties using Sentinel-3 OLCI instrument::
- mosaics of top-of-the-atmosphere OLCI reflectances
- spectral/broadband albedo
- Snow specific surface area (SSA) and optical grain diameter
- cloud mask

The current ver. 1 daily product has 1 km horizontal resolution.

The featured regions provide coverage for Arctic glaciated land ice areas (ranked by area): Greenland; Northern Arctic Canada; Southern Arctic Canada; Svalbard; Novaya Zemlya; Severnaya Zemlya; Iceland and Frans Josef Land

Website:
http://snow.geus.dk/

Processing scripts:
https://github.com/GEUS-SICE/SICE
https://github.com/GEUS-SICE/pySICE

Basic Usage
Data gathering script:
https://github.com/GEUS-SICE/SICE/blob/master/SICE_dataverse_download.py

Data display:
TBD

ATBD:
  • Kokhanovsky, A.; Box, J.; Vandecrux, B. Pre-operational Sentinel-3 Snow and Ice (SICE) Products: Algorithm Theoretical Basis Document. Preprints 2020, https://doi.org/10.20944/preprints202009.0529.v1).
  • Kokhanovsky A.A., B. Vandecrux, A. Wehrlé, O. Danne, C. Brockmann, J.E. Box, 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 Sensing, in review Dec, 2022. preprint

    • Related studies:
  • Kokhanovsky, A.; Lamare, M.; Danne, O.; Brockmann, C.; Dumont, M.; Picard, G.; Arnaud, L.; Favier, V.; Jourdain, B.; Le Meur, E.; Di Mauro, B.; Aoki, T.; Niwano, M.; Rozanov, V.; Korkin, S.; Kipfstuhl, S.; Freitag, J.; Hoerhold, M.; Zuhr, A.; Vladimirova, D.; Faber, A.-K.; Steen-Larsen, H.C.; Wahl, S.; Andersen, J.K.; Vandecrux, B.; van As, D.; Mankoff, K.D.; Kern, M.; Zege, E.; Box, J.E. Retrieval of Snow Properties from the Sentinel-3 Ocean and Land Colour Instrument. Remote Sens. 2019, 11, 2280. https://doi.org/10.3390/rs11192280
  • Kokhanovsky, A.; Box, J.E.; Vandecrux, B.; Mankoff, K.D.; Lamare, M.; Smirnov, A.; Kern, M. The Determination of Snow Albedo from Satellite Measurements Using Fast Atmospheric Correction Technique. Remote Sens. 2020, 12, 234. https://doi.org/10.3390/rs12020234
  • Wehrlé, A.; Box, J. E.; Niwano, M.; Anesio, A. M.; Fausto, R. S. Greenland bare-ice albedo from PROMICE automatic weather station measurements and Sentinel-3 satellite observations. GEUS Bulletin, 2021, 47. https://doi.org/10.34194/geusb.v47.5284
  • Vandecrux, B.; Box, J.E.; Wehrlé, A.; Kokhanovsky, A.A.; Picard, G.; Niwano, M.; Hörhold, M.; Faber, A.-K.; Steen-Larsen, H.C. The Determination of the Snow Optical Grain Diameter and Snowmelt Area on the Greenland Ice Sheet Using Spaceborne Optical Observations. Remote Sens. 2022, 14, 932. https://doi.org/10.3390/rs14040932
  • Kokhanovsky A.A., B. Vandecrux, A. Wehrlé, O. Danne, C. Brockmann, J.E. Box, 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 Sensing, in review Dec, 2022. preprint

    • Associated ESA contracts
     SICE has been supported by the following contracts to the European Space Agency (ESA): ol>
  • 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
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    10,801 to 10,810 of 20,149 Results
    SICEv2.3.2_NorthernArcticCanada_1000m_2021_07_28.nc
    Nov 20, 2023 - SICEv2.3.2 Northern Arctic Canada snow and ice broadband albedo and surface optical properties from Sentinel-3’s OLCI at 1000 m resolution, 2017-2023
    Network Common Data Form - 630.6 KB - MD5: 47c43288ac61072427ad6e62b2d62253
    SICEv2.3.2 output: SICEv2.3.2_NorthernArcticCanada_1000m_2021_07_28.nc, date: 2021-07-28
    SICEv2.3.2_NorthernArcticCanada_1000m_2021_07_29.nc
    Nov 20, 2023 - SICEv2.3.2 Northern Arctic Canada snow and ice broadband albedo and surface optical properties from Sentinel-3’s OLCI at 1000 m resolution, 2017-2023
    Network Common Data Form - 753.7 KB - MD5: 983ce902c9c69ea435cbaa66c3a7a956
    SICEv2.3.2 output: SICEv2.3.2_NorthernArcticCanada_1000m_2021_07_29.nc, date: 2021-07-29
    SICEv2.3.2_NorthernArcticCanada_1000m_2021_07_30.nc
    Nov 20, 2023 - SICEv2.3.2 Northern Arctic Canada snow and ice broadband albedo and surface optical properties from Sentinel-3’s OLCI at 1000 m resolution, 2017-2023
    Network Common Data Form - 1.7 MB - MD5: 427fe6d71865c9ece8528e129c6fe3df
    SICEv2.3.2 output: SICEv2.3.2_NorthernArcticCanada_1000m_2021_07_30.nc, date: 2021-07-30
    SICEv2.3.2_NorthernArcticCanada_1000m_2021_07_31.nc
    Nov 20, 2023 - SICEv2.3.2 Northern Arctic Canada snow and ice broadband albedo and surface optical properties from Sentinel-3’s OLCI at 1000 m resolution, 2017-2023
    Network Common Data Form - 1.5 MB - MD5: 4e12d8dba54a6a4ba086fea2f851383c
    SICEv2.3.2 output: SICEv2.3.2_NorthernArcticCanada_1000m_2021_07_31.nc, date: 2021-07-31
    SICEv2.3.2_NorthernArcticCanada_1000m_2021_08_01.nc
    Nov 20, 2023 - SICEv2.3.2 Northern Arctic Canada snow and ice broadband albedo and surface optical properties from Sentinel-3’s OLCI at 1000 m resolution, 2017-2023
    Network Common Data Form - 1.6 MB - MD5: 6bd813fb9d3c088202262b74cc676f2d
    SICEv2.3.2 output: SICEv2.3.2_NorthernArcticCanada_1000m_2021_08_01.nc, date: 2021-08-01
    SICEv2.3.2_NorthernArcticCanada_1000m_2021_08_02.nc
    Nov 20, 2023 - SICEv2.3.2 Northern Arctic Canada snow and ice broadband albedo and surface optical properties from Sentinel-3’s OLCI at 1000 m resolution, 2017-2023
    Network Common Data Form - 1.2 MB - MD5: 7ed5b7615cfd4919af8bf85f5386f8ea
    SICEv2.3.2 output: SICEv2.3.2_NorthernArcticCanada_1000m_2021_08_02.nc, date: 2021-08-02
    SICEv2.3.2_NorthernArcticCanada_1000m_2021_08_03.nc
    Nov 20, 2023 - SICEv2.3.2 Northern Arctic Canada snow and ice broadband albedo and surface optical properties from Sentinel-3’s OLCI at 1000 m resolution, 2017-2023
    Network Common Data Form - 1.8 MB - MD5: fd34f459f0a1da43c2546102357139a0
    SICEv2.3.2 output: SICEv2.3.2_NorthernArcticCanada_1000m_2021_08_03.nc, date: 2021-08-03
    SICEv2.3.2_NorthernArcticCanada_1000m_2021_08_04.nc
    Nov 20, 2023 - SICEv2.3.2 Northern Arctic Canada snow and ice broadband albedo and surface optical properties from Sentinel-3’s OLCI at 1000 m resolution, 2017-2023
    Network Common Data Form - 1.7 MB - MD5: 70d48459992f618d7d7a7ea7f9cddc1b
    SICEv2.3.2 output: SICEv2.3.2_NorthernArcticCanada_1000m_2021_08_04.nc, date: 2021-08-04
    SICEv2.3.2_NorthernArcticCanada_1000m_2021_08_05.nc
    Nov 20, 2023 - SICEv2.3.2 Northern Arctic Canada snow and ice broadband albedo and surface optical properties from Sentinel-3’s OLCI at 1000 m resolution, 2017-2023
    Network Common Data Form - 3.3 MB - MD5: 49e5a19e72cc42b80c2e2349cd6088ef
    SICEv2.3.2 output: SICEv2.3.2_NorthernArcticCanada_1000m_2021_08_05.nc, date: 2021-08-05
    SICEv2.3.2_NorthernArcticCanada_1000m_2021_08_06.nc
    Nov 20, 2023 - SICEv2.3.2 Northern Arctic Canada snow and ice broadband albedo and surface optical properties from Sentinel-3’s OLCI at 1000 m resolution, 2017-2023
    Network Common Data Form - 3.7 MB - MD5: 5c342c02353780e09d1a690cb54e5168
    SICEv2.3.2 output: SICEv2.3.2_NorthernArcticCanada_1000m_2021_08_06.nc, date: 2021-08-06
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