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Validation of Sentinel-3 SLSTR Land Surface Temperature Retrieved by the Operational Product and Comparison with Explicitly Emissivity-Dependent Algorithms. REMOTE SENSING 2021. [DOI: 10.3390/rs13112228] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Land surface temperature (LST) is an essential climate variable (ECV) for monitoring the Earth climate system. To ensure accurate retrieval from satellite data, it is important to validate satellite derived LSTs and ensure that they are within the required accuracy and precision thresholds. An emissivity-dependent split-window algorithm with viewing angle dependence and two dual-angle algorithms are proposed for the Sentinel-3 SLSTR sensor. Furthermore, these algorithms are validated together with the Sentinel-3 SLSTR operational LST product as well as several emissivity-dependent split-window algorithms with in-situ data from a rice paddy site. The LST retrieval algorithms were validated over three different land covers: flooded soil, bare soil, and full vegetation cover. Ground measurements were performed with a wide band thermal infrared radiometer at a permanent station. The coefficients of the proposed split-window algorithm were estimated using the Cloudless Land Atmosphere Radiosounding (CLAR) database: for the three surface types an overall systematic uncertainty (median) of −0.4 K and a precision (robust standard deviation) 1.1 K were obtained. For the Sentinel-3A SLSTR operational LST product, a systematic uncertainty of 1.3 K and a precision of 1.3 K were obtained. A first evaluation of the Sentinel-3B SLSTR operational LST product was also performed: systematic uncertainty was 1.5 K and precision 1.2 K. The results obtained over the three land covers found at the rice paddy site show that the emissivity-dependent split-window algorithms, i.e., the ones proposed here as well as previously proposed algorithms without angular dependence, provide more accurate and precise LSTs than the current version of the operational SLSTR product.
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Fusina F, Spichtinger P, Lohmann U. Impact of ice supersaturated regions and thin cirrus on radiation in the midlatitudes. ACTA ACUST UNITED AC 2007. [DOI: 10.1029/2007jd008449] [Citation(s) in RCA: 69] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Gayet JF. Cirrus cloud microphysical and optical properties at southern and northern midlatitudes during the INCA experiment. ACTA ACUST UNITED AC 2004. [DOI: 10.1029/2004jd004803] [Citation(s) in RCA: 88] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Offermann D, Schaeler B, Riese M, Langfermann M, Jarisch M, Eidmann G, Schiller C, Smit HGJ, Read WG. Water vapor at the tropopause during the CRISTA 2 mission. ACTA ACUST UNITED AC 2002. [DOI: 10.1029/2001jd000700] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- D. Offermann
- Department of Physics; University of Wuppertal; Wuppertal Germany
| | - B. Schaeler
- Department of Physics; University of Wuppertal; Wuppertal Germany
| | - M. Riese
- Institute of Chemistry and Dynamics of the Geosphere; Research Center Juelich GmbH; Juelich Germany
| | - M. Langfermann
- Daimler-Benz-Aerospace; Dornier GmbH; Friedrichshafen Germany
| | - M. Jarisch
- Department of Physics; University of Wuppertal; Wuppertal Germany
| | | | - C. Schiller
- Institute of Chemistry and Dynamics of the Geosphere; Research Center Juelich GmbH; Juelich Germany
| | - H. G. J. Smit
- Institute of Chemistry and Dynamics of the Geosphere; Research Center Juelich GmbH; Juelich Germany
| | - W. G. Read
- Jet Propulsion Laboratory; Pasadena California USA
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Ponater M. Contrails in a comprehensive global climate model: Parameterization and radiative forcing results. ACTA ACUST UNITED AC 2002. [DOI: 10.1029/2001jd000429] [Citation(s) in RCA: 93] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Jensen EJ, Toon OB, Vay SA, Ovarlez J, May R, Bui TP, Twohy CH, Gandrud BW, Pueschel RF, Schumann U. Prevalence of ice-supersaturated regions in the upper troposphere: Implications for optically thin ice cloud formation. ACTA ACUST UNITED AC 2001. [DOI: 10.1029/2000jd900526] [Citation(s) in RCA: 80] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Gierens K, Schumann U, Helten M, Smit H, Wang PH. Ice-supersaturated regions and subvisible cirrus in the northern midlatitude upper troposphere. ACTA ACUST UNITED AC 2000. [DOI: 10.1029/2000jd900341] [Citation(s) in RCA: 53] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Schumann U, Schlager H, Arnold F, Ovarlez J, Kelder H, Hov Ø, Hayman G, Isaksen ISA, Staehelin J, Whitefield PD. Pollution from aircraft emissions in the North Atlantic flight corridor: Overview on the POLINAT projects. ACTA ACUST UNITED AC 2000. [DOI: 10.1029/1999jd900941] [Citation(s) in RCA: 66] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Vay SA, Anderson BE, Jensen EJ, Sachse GW, Ovarlez J, Gregory GL, Nolf SR, Podolske JR, Slate TA, Sorenson CE. Tropospheric water vapor measurements over the North Atlantic during the Subsonic Assessment Ozone and Nitrogen Oxide Experiment (SONEX). ACTA ACUST UNITED AC 2000. [DOI: 10.1029/1999jd901019] [Citation(s) in RCA: 22] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Thompson AM, Singh HB, Schlager H. Introduction to special section: Subsonic Assessment Ozone and Nitrogen Oxide Experiment (SONEX) and Pollution From Aircraft Emissions in the North Atlantic Flight Corridor (POLINAT 2). ACTA ACUST UNITED AC 2000. [DOI: 10.1029/2000jd900012] [Citation(s) in RCA: 20] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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