Snow and Ice Thickness Retrievals Using GNSS-R: Preliminary Results of the MOSAiC Experiment
The FSSCat mission was the 2017 ESA Sentinel Small Satellite (S⌃3) Challenge winner and the Copernicus Masters competition overall winner. It was successfully launched on 3 September 2020 onboard the VEGA SSMS PoC (VV16). FSSCat aims to provide coarse and downscaled soil moisture data and over polar...
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Published in | Remote sensing (Basel, Switzerland) Vol. 12; no. 24; p. 4038 |
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Main Authors | , , , , , , , , , , , , |
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Abstract | The FSSCat mission was the 2017 ESA Sentinel Small Satellite (S⌃3) Challenge winner and the Copernicus Masters competition overall winner. It was successfully launched on 3 September 2020 onboard the VEGA SSMS PoC (VV16). FSSCat aims to provide coarse and downscaled soil moisture data and over polar regions, sea ice cover, and coarse resolution ice thickness using a combined L-band microwave radiometer and GNSS-Reflectometry payload. As part of the calibration and validation activities of FSSCat, a GNSS-R instrument was deployed as part of the MOSAiC polar expedition. The Multidisciplinary drifting Observatory for the Study of Arctic Climate expedition was an international one-year-long field experiment led by the Alfred Wegener Institute to study the climate system and the impact of climate change in the Arctic Ocean. This paper presents the first results of the PYCARO-2 instrument, focused on the GNSS-R techniques used to measure snow and ice thickness of an ice floe. The Interference Pattern produced by the combination of the GNSS direct and reflected signals over the sea-ice has been modeled using a four-layer model. The different thicknesses of the substrate layers (i.e., snow and ice) are linked to the position of the fringes of the interference pattern. Data collected by MOSAiC GNSS-R instrument between December 2019 and January 2020 for different GNSS constellations and frequencies are presented and analyzed, showing that under general conditions, sea ice and snow thickness can be retrieved using multiangular and multifrequency data. |
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AbstractList | The FSSCat mission was the 2017 ESA Sentinel Small Satellite (S⌃3) Challenge winner and the Copernicus Masters competition overall winner. It was successfully launched on 3 September 2020 onboard the VEGA SSMS PoC (VV16). FSSCat aims to provide coarse and downscaled soil moisture data and over polar regions, sea ice cover, and coarse resolution ice thickness using a combined L-band microwave radiometer and GNSS-Reflectometry payload. As part of the calibration and validation activities of FSSCat, a GNSS-R instrument was deployed as part of the MOSAiC polar expedition. The Multidisciplinary drifting Observatory for the Study of Arctic Climate expedition was an international one-year-long field experiment led by the Alfred Wegener Institute to study the climate system and the impact of climate change in the Arctic Ocean. This paper presents the first results of the PYCARO-2 instrument, focused on the GNSS-R techniques used to measure snow and ice thickness of an ice floe. The Interference Pattern produced by the combination of the GNSS direct and reflected signals over the sea-ice has been modeled using a four-layer model. The different thicknesses of the substrate layers (i.e., snow and ice) are linked to the position of the fringes of the interference pattern. Data collected by MOSAiC GNSS-R instrument between December 2019 and January 2020 for different GNSS constellations and frequencies are presented and analyzed, showing that under general conditions, sea ice and snow thickness can be retrieved using multiangular and multifrequency data. |
Author | Ribó, Serni Nandan, Vishnu Tonboe, Rasmus Hendricks, Stefan Itkin, Polona Munoz-Martin, Joan Francesc Huntemann, Marcus Stroeve, Julienne Cardellach, Estel Pastena, Massimiliano Spreen, Gunnar Camps, Adriano Perez, Adrian |
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Cites_doi | 10.1109/LGRS.2019.2916164 10.1063/1.123999 10.1109/IGARSS.2011.6050201 10.1109/MGRS.2014.2374220 10.1109/TGRS.2009.2030672 10.3998/0472119356 10.1109/ACCESS.2018.2814072 10.1109/JSTARS.2015.2496661 10.3189/2015AoG69A705 10.1109/TGRS.2010.2049023 10.1109/JSTARS.2016.2574717 10.1016/j.rse.2012.05.012 10.3390/rs71013120 10.1063/1.325018 10.1029/2012GL050916 10.1109/TGRS.2014.2371540 10.1109/IGARSS.2011.6049677 10.1109/IGARSS.2018.8518405 10.1109/JSTARS.2020.2977959 10.1029/2018WR023559 10.17815/jlsrf-3-163 10.1029/2001JC001079 10.1109/IGARSS.2016.7729516 10.1002/2017GL074513 10.1029/2011RS004680 |
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References | Cardellach (ref_24) 2012; 124 Sturm (ref_16) 2018; 54 ref_13 ref_12 ref_11 Vant (ref_27) 1978; 49 ref_30 Capon (ref_3) 2020; 13 Hunkeler (ref_17) 2015; 56 Zavorotny (ref_25) 2014; 2 Camps (ref_10) 2016; 9 Cardellach (ref_7) 2018; 6 Camps (ref_15) 2016; 9 Camps (ref_22) 2015; 53 ref_23 Romestain (ref_28) 1999; 74 ref_21 ref_20 ref_1 ref_2 ref_29 Camps (ref_19) 2011; 49 Vidal (ref_14) 2015; 7 ref_26 ref_9 Li (ref_6) 2017; 44 ref_8 ref_5 Camps (ref_18) 2009; 47 ref_4 |
References_xml | – ident: ref_5 doi: 10.1109/LGRS.2019.2916164 – ident: ref_9 – volume: 74 start-page: 2740 year: 1999 ident: ref_28 article-title: Fresnel coefficients of a rough interface publication-title: Appl. Phys. Lett. doi: 10.1063/1.123999 – ident: ref_23 doi: 10.1109/IGARSS.2011.6050201 – volume: 2 start-page: 8 year: 2014 ident: ref_25 article-title: Tutorial on Remote Sensing Using GNSS Bistatic Radar of Opportunity publication-title: IEEE Geosci. Remote Sens. Mag. doi: 10.1109/MGRS.2014.2374220 – ident: ref_26 – volume: 47 start-page: 3616 year: 2009 ident: ref_18 article-title: Soil Moisture Retrieval Using GNSS-R Techniques: Experimental Results Over a Bare Soil Field publication-title: IEEE Trans. Geosci. Remote Sens. doi: 10.1109/TGRS.2009.2030672 – ident: ref_29 doi: 10.3998/0472119356 – ident: ref_11 – volume: 6 start-page: 13980 year: 2018 ident: ref_7 article-title: GNSS Transpolar Earth Reflectometry exploriNg System (G-TERN): Mission Concept publication-title: IEEE Access doi: 10.1109/ACCESS.2018.2814072 – volume: 9 start-page: 4743 year: 2016 ident: ref_10 article-title: First Dual-Band Multiconstellation GNSS-R Scatterometry Experiment Over Boreal Forests From a Stratospheric Balloon publication-title: IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. doi: 10.1109/JSTARS.2015.2496661 – ident: ref_1 – volume: 56 start-page: 137 year: 2015 ident: ref_17 article-title: Towards an estimation of sub-sea-ice platelet-layer volume with multi-frequency electromagnetic induction sounding publication-title: Ann. Glaciol. doi: 10.3189/2015AoG69A705 – volume: 49 start-page: 71 year: 2011 ident: ref_19 article-title: Land Geophysical Parameters Retrieval Using the Interference Pattern GNSS-R Technique publication-title: IEEE Trans. Geosci. Remote Sens. doi: 10.1109/TGRS.2010.2049023 – volume: 9 start-page: 4540 year: 2016 ident: ref_15 article-title: 3Cat-2 An Experimental Nanosatellite for GNSS-R Earth Observation: Mission Concept and Analysis publication-title: IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. doi: 10.1109/JSTARS.2016.2574717 – volume: 124 start-page: 122 year: 2012 ident: ref_24 article-title: Characterization of dry-snow sub-structure using GNSS reflected signals publication-title: Remote Sens. Environ. doi: 10.1016/j.rse.2012.05.012 – volume: 7 start-page: 13120 year: 2015 ident: ref_14 article-title: First Polarimetric GNSS-R Measurements from a Stratospheric Flight over Boreal Forests publication-title: Remote Sens. doi: 10.3390/rs71013120 – volume: 49 start-page: 1264 year: 1978 ident: ref_27 article-title: The complex-dielectric constant of sea ice at frequencies in the range 0.1–40 GHz publication-title: J. Appl. Phys. doi: 10.1063/1.325018 – ident: ref_8 doi: 10.1029/2012GL050916 – volume: 53 start-page: 3198 year: 2015 ident: ref_22 article-title: Retrieval of Significant Wave Height and Mean Sea Surface Level Using the GNSS-R Interference Pattern Technique: Results From a Three-Month Field Campaign publication-title: IEEE Trans. Geosci. Remote Sens. doi: 10.1109/TGRS.2014.2371540 – ident: ref_21 doi: 10.1109/IGARSS.2011.6049677 – ident: ref_2 doi: 10.1109/IGARSS.2018.8518405 – volume: 13 start-page: 1298 year: 2020 ident: ref_3 article-title: The Flexible Microwave Payload-2: A SDR-Based GNSS-Reflectometer and L-Band Radiometer for CubeSats publication-title: IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. doi: 10.1109/JSTARS.2020.2977959 – volume: 54 start-page: 9695 year: 2018 ident: ref_16 article-title: An Automatic Snow Depth Probe for Field Validation Campaigns publication-title: Water Resour. Res. doi: 10.1029/2018WR023559 – ident: ref_12 doi: 10.17815/jlsrf-3-163 – ident: ref_13 – ident: ref_30 doi: 10.1029/2001JC001079 – ident: ref_4 doi: 10.1109/IGARSS.2016.7729516 – volume: 44 start-page: 8369 year: 2017 ident: ref_6 article-title: First spaceborne phase altimetry over sea ice using TechDemoSat-1 GNSS-R signals publication-title: Geophys. Res. Lett. doi: 10.1002/2017GL074513 – ident: ref_20 doi: 10.1029/2011RS004680 |
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SubjectTerms | Antennas arctic Arctic Ocean Arctic region calibration climate Climate change Climate system data collection Environmental impact Experiments field experimentation Global navigation satellite system GNSS-R Ice Ice cover Ice thickness Interference microwave radiometers Polar environments Remote sensing Satellites Sea ice Sensors Small satellites Snow Soil moisture soil water Substrates Technology: 500 Teknologi: 500 Thickness VDP |
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Title | Snow and Ice Thickness Retrievals Using GNSS-R: Preliminary Results of the MOSAiC Experiment |
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