Evaluation of GOES-R Land Surface Temperature Algorithm Using SEVIRI Satellite Retrievals with in Situ Measurements

IEEE Transactions on Geoscience and Remote Sensing

Volumn 52, Issue 7, 2014, Pages 3812-3822

  Xu, Hui ^a,b   Yu, Yunyue ^b   Tarpley, Dan ^c   Gottsche, Frank M ^d   Olesen, Folke Soren ^d  

^a I M Systems Group Inc   (United States)

^b NOAA EARTH SYSTEM RESEARCH LABORATORY   (United States)

^c Short and Associates   (United States)

^d KARLSRUHE INSTITUTE OF TECHNOLOGY   (Germany)

Author keywords

Geostationary satellites; in situ measurements; Land surface temperature (LST)

Indexed keywords

ALGORITHMS; ATMOSPHERICS; GEOSTATIONARY SATELLITES; IMAGE SENSORS; PRODUCT DEVELOPMENT;

GEOSTATIONARY OPERATIONAL ENVIRONMENTAL SATELLITES; IN-SITU MEASUREMENT; LAND SURFACE TEMPERATURE; METEOSAT SECOND GENERATION SPINNING ENHANCED VISIBLE AND INFRARED IMAGER (SEVIRI) (MSG); RETRIEVAL ALGORITHMS; SATELLITE RETRIEVAL; SITE CHARACTERIZATION; SPLIT WINDOW ALGORITHMS;

ATMOSPHERIC TEMPERATURE;

ACCURACY ASSESSMENT; ALGORITHM; GOES; IN SITU MEASUREMENT; SATELLITE IMAGERY; SEVIRI; SURFACE TEMPERATURE;

EID: 84896389732     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/TGRS.2013.2276426     Document Type: Article

References (26)

1. J. Schmit, W. P. Menzel, J. Gurka, and M. Gunshor, "The ABI onGOES-R," in Proc. 3rd Annu. Symp. Future Nat. Oper. Environ. SatelliteSyst., San Antonio, TX, USA, Jan. 2007, abstract only.
2. Y. Yu, D. Tarpley, J. L. Privette, M. D. Goldberg,M. K. Rama Varma Raja,K. Vinnikov, and H. Xu, "Developing algorithm for operational GOES-Rland surface temperature product," IEEE Trans. Geosci. Remote Sens.,vol. 47, no. 3, pp. 936-951, Mar. 2009.
3. Y. Yu, D. Tarpley, J. L. Privette, L. Flynn, H. Xu, M. Chen, K. Vinnikov,D. Sun, and Y. Tian, "Validation of GOES-R satellite land surface temperaturealgorithm using SURFRAD ground measurements and statisticalestimates of error properties," IEEE Trans. Geosci. Remote Sens., vol. 50,no. 3, pp. 704-713, Mar. 2012.
4. E. E. Borbas, L. Moy, S. W. Seemann, R. O. Knuteson, P. Antonelli,J. Li, H.-L. Huang, I. Trigo, I. de Meteorologia, and L. Zhou, "A globalinfrared land surface emissivity database and its validation," presented atthe AMS Annu. Meet., Boston, MA, USA, 2007, Paper P2.7.
5. S. W. Seemann, E. E. Borbas, R. O. Knuteson, G. R. Stephenson, andH. L. Huang, "Development of a global infrared land surface emissivitydatabase for application to clear sky sounding retrievals from multispectralsatellite radiance measurements," J. Appl. Meteor. Climatol.,vol. 47, no. 1, pp. 108-123, Jan. 2008. (Pubitemid 351351469)
6. F.-M. Göttsche and F. S. Olesen, "Modelling the effect of optical thicknesson diurnal cycles of land surface temperature," Remote Sens. Environ.,vol. 113, no. 11, pp. 2306-2316, Nov. 2009.
7. F.-M. Göttsche, F.-S. Olesen, and A. Bork-Unkelbach, "Validation of landsurface temperature derived from MSG/SEVIRI with in situ measurementsat Gobabeb, Namibia," Int. J. Remote Sens., vol. 34, no. 9/10,pp. 3069-3083, May 2013.
8. F. M. Göttsche, F. S. Olesen, and A. Bork-Unkelbach, "Validation ofoperational land surface temperature products with three years of continuousin-situ measurements," presented at the EUMETSAT MeteorologicalSatellite Conf., Oslo, Norway, Sep. 5-9, 2011, Paper EUMETSAT P.59.
9. A. Bork-Unkelbach, F. S. Olesen, and F. M. Göttsche, "VIS and IRcharacterization of a permanent LST validation site," presented at theEUMETSAT Meteorological Satellite Conf., Oslo, Norway, Sep. 5-9,2011, Paper EUMETSAT P.59.
10. E. Theocharous, E. Usadi, and N. P. Fox, "CEOS comparison of IRbrightness temperature measurements in support of satellite validation.Part I: Laboratory and ocean surface temperature comparison of radiationthermometers, " Nat. Phys. Lab., Teddington, U.K., NPL Rep. OP3,2010.
11. J. A. Sobrino and J. Cuenca, "Angular variation of thermal infrared emissivityfor some natural surfaces from experimental measurements," Appl.Opt., vol. 38, no. 18, pp. 3931-3936, Jun. 1999. (Pubitemid 129306590)
12. J. Cuenca and J. A. Sobrino, "Experimental measurements for studyingangular and spectral variation of thermal infrared emissivity," Appl. Opt.,vol. 43, no. 23, pp. 4598-4602, Aug. 2004.
13. S. Schädlich, F. M. Göttsche, and F. S. Olesen, "Influence of land surfaceparameters and atmosphere on Meteosat brightness temperatures andgeneration of land surface temperature maps by temporally and spatiallyinterpolating atmospheric correction," Remote Sens. Environ., vol. 75,no. 1, pp. 39-46, Jan. 2001. (Pubitemid 32139665)
14. K. Y. Kondratyev, Radiation in the Atmosphere. New York, NY, USA:Academic, 1969.
15. M. O. Rasmussen, F.-M. Göttsche, D. Diop, C. Mbow, F.-S. Olesen, R.Fensholt, and I. Sandholt, "Tree survey and allometric models for tigerbush in northern Senegal and comparison with tree parameters derivedfrom high resolution satellite data," Int. J. Appl. Earth Observ. Geoinf.,vol. 13, no. 4, pp. 517-527, Aug. 2011.
16. L. F. Peres and C. C. DaCamara, "Emissivity maps to retrieve land-surfacetemperature from MSG/SEVIRI," IEEE Trans. Geosci. Remote Sens.,vol. 43, no. 8, pp. 1834-1844, Aug. 2005. (Pubitemid 41329031)
17. F.-M. Göttsche and G. C. Hulley, "Validation of six satellite-retrievedland surface emissivity products over two land cover types in a hyper-aridregion," Remote Sens. Environ., vol. 124, pp. 149-158, Sep. 2012.
18. A. Gillespie, S. Rokugawa, T. Matsunaga, J. S. Cothern, S. Hook, andA. B. Kahle, "A temperature and emissivity separation algorithm forAdvanced Spaceborne Thermal Emission and Reflection Radiometer(ASTER) images," IEEE Trans. Geosci. Remote Sens., vol. 36, no. 4,pp. 1113-1126, Jul. 1998. (Pubitemid 128748522)
19. G. C. Hulley and S. J. Hook, "Generating consistent land surface temperatureand emissivity products between ASTER and MODIS data forEarth science research," IEEE Trans. Geosci. Remote Sens., vol. 49, no. 4,pp. 1304-1315, Apr. 2011.
20. S. C. Freitas, I. F. Trigo, J. M. Bioucas-Dias, and F. Göttsche, "Quantifyingthe uncertainty of land surface temperature retrievals from SEVIRI/Meteosat," IEEE Trans. Geosci. Remote Sens., vol. 48, no. 1, pp. 523-534,Jan. 2010.
21. E. Kabsch, F.Olesen, and F. Prata, "Initial results of the land surface temperature(LST) validation with the Evora, Portugal ground-truth station measurements,"Int. J.Remote Sens., vol.29, no.17/18, pp.5329-5345,Sep.2008.
22. J. M. B. Carreiras, J. M. C. Pereira, and J. S. Pereira, "Estimation of treecanopy cover in evergreen oak woodlands using remote sensing," ForestEcol. Manage., vol. 223, no. 1-3, pp. 45-53, Mar. 2006. (Pubitemid 43218598)
23. A. Bork-Unkelbach, "Extrapolation von in-situ Landoberflä chentemperaturenauf Satellitenpixel," Ph.D. dissertation, Univ. Karlsruhe, KarlsruheInst. Technol., Karlsruhe, Germany, 2012.
24. P. C. Guillevic, A. Bork-Unkelbach, F. M. Göttsche, G. Hulley,J.-P. Gastellu-Etchegorry, F. S. Olesen, and J. L. Privette, "Directionalviewing effects on satellite land surface temperature productsover sparse vegetation canopies - A multisensor analysis," IEEE Geosci.Remote Sens. Lett., vol. 10, no. 6, Nov. 2013, to be published.
25. Online].Available: http://ieeexplore.ieee.org/Xplore
26. H. Xu and Y. Yu, "Impacts of emissivities in the retrieval of SEVIRI LSTand the calculation of LST from surface measurements," presented at theGeostationary Operational Environmental Satellite-R Series (GOES-R)Algorithm Working Group (AWG) Annu. Meet., Hilton Fort Collins, CO,USA, Jun. 14-16, 2011.