Accuracy assessment of land surface temperature retrievals from MSG2-SEVIRI data

Remote Sensing of Environment

Volumn 115, Issue 8, 2011, Pages 2126-2140

  Niclòs, Raquel ^a   Galve, Joan M ^a   Valiente, Jose A ^b   Estrela, Maria J ^a   Coll, César ^a  

^a UNIVERSITY OF VALENCIA   (Spain)

^b FUNDACIÓN CENTRO DE ESTUDIOS AMBIENTALES DEL MEDITERRÁNEO CEAM   (Spain)

Author keywords

Land surface emissivity; Land surface temperature; MSG SEVIRI; Split window; Validation

Indexed keywords

LAND SURFACE; LAND SURFACE TEMPERATURE; MSG-SEVIRI; SPLIT WINDOWS; VALIDATION;

ALGORITHMS; ATMOSPHERICS; ELECTROMAGNETIC WAVE EMISSION; GEOSTATIONARY SATELLITES; SURFACE ANALYSIS; SURFACE MEASUREMENT; WATER VAPOR; WEATHER SATELLITES;

ATMOSPHERIC TEMPERATURE;

ACCURACY ASSESSMENT; ALGORITHM; BRIGHTNESS TEMPERATURE; EMISSIVITY; LAND SURFACE; METEOSAT; PADDY FIELD; RADIANCE; RADIATIVE TRANSFER; SEVIRI; SHRUBLAND; SPLIT WINDOW; SURFACE TEMPERATURE;

SPAIN;

EID: 79957625652     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2011.04.017     Document Type: Article

References (54)

1. Allen M.R., Mutlow C.T., Blumberg G.M.C., Christy J.R., McNider R.T., Llewellyn-Jones D.T. Global change detection. Nature 1994, 370(6484):24-25.
2. Berk A., Anderson G.P., Acharya P.K., Chetwynd J.H., Bernstein L.S., Shettle E.P., et al. MODTRAN 4 User's Manual 1999, Air Force Research Laboratory, Space Vehicles Directorate, Air Force Materiel Command, Hanscom AFB, MA, 95 pp.
3. Brasa-Ramos A., de Santa Martín, Olalla F., Caselles V., Jochum A.M. Comparison of evapotranspiration estimates by NOAA-AVHRR images and aircraft flux measurements in a semiarid region of Spain. Journal of Agricultural Engineering Research 1998, 70:285-294.
4. Briess K., Jahn H., Lorenz E., Oertel D., Skrbek W., Zhukov B. Fire recognition potential of the bi-spectral infrared detection (BIRD) satellite. International Journal of Remote Sensing 2003, 24:865-872.
5. Caselles V., Valor E., Coll C., Rubio E. Thermal band selection for the PRISM instrument. 1. Analysis of emissivity-temperature separation algorithms. Journal of Geophysical Research 1997, 102(D10):11145-11164.
6. CEC (Commission of the European Communities) CORINE Land Cover Technique Guide 1995, 163 pp.
7. Chevallier F., Chedin A., Cheruy N., Mocrette J.J. TIGR-like atmospheric profile database for accurate radiative flux computation. Quarterly Journal of the Royal Meteorological Society 2000, 126:777-785.
8. Coll C., Caselles V. A split-window algorithm for land surface temperature from Advanced Very High Resolution Radiometer data: Validation and algorithm comparison. Journal of Geophysical Research 1997, 102(D14):16697-16713.
9. Coll C., Caselles V., Galve J.M., Valor E., Niclòs R., Sánchez J.M., et al. Ground measurements for the validation of land surface temperatures derived from AATSR and MODIS data. Remote Sensing of Environment 2005, 97:288-300.
10. Coll C., Wan Z., Galve J.M. Temperature-based and radiance-based validations of the V5 MODIS land surface temperature product. Journal of Geophysical Research 2009, 114:D20102.
11. Coll, C., Valor, E., Galve, J. M., Mira, M., Bisquert, M., García-Santos, V., et al. (in press). Long-term accuracy assessment of land surface temperatures derived from the Advanced Along-Track Scanning Radiometer. Remote Sensing of Environment.
12. Deshpande R.Y., Hubbard K.G., Coyne D.P., Steadman J.R., Parkhurst A.M. Estimating leaf wetness in dry bean canopies as a prerequisite to evaluating white mold disease. Agronomy Journal 1995, 87:613-619.
13. Florio E.N., Lele S.R., Chang Y.C., Sterner R., Glass G.E. Integration AVHRR satellite data and NOAA ground observations to predict surface air temperature: a statistical approach. International Journal of Remote Sensing 2004, 25:2979-2994.
14. Freitas S.C., Trigo I.F., Bioucas-Dias J.M., Göttsche F.M. Quantifying the uncertainty of land surface temperature retrievals from SEVIRI/Meteosat. IEEE Transactions on Geoscience and Remote Sensing 2010, 48:523-534.
15. Galve J.M., Coll C., Caselles V., Valor E. An atmospheric radiosounding database for generating land surface temperature algorithms. IEEE Transactions on Geoscience and Remote Sensing 2008, 46:1547-1557.
16. Gao B.C., Kaufman Y.J. The MODIS Near-IR Water Vapor Algorithm, Product ID: MOD05-Total Precipitable Water Algorithm Technical Background Document 1998, 25 pp.
17. García-Haro F.J., Sommer S., Kemper T. Variable multiple endmember spectral mixture analysis (VMESMA). International Journal of Remote Sensing 2005, 26:2135-2162.
18. Gillespie A.R., Matsunaga T., Rokugawa S., Hook S.J. Temperature and emissivity separation from Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) images. IEEE Transactions on Geoscience and Remote Sensing 1998, 36:1113-1125.
19. Kabsch E., Olesen F.S., Prata F. Initial results of the land surface temperature retrieval (LST) validation with the Evora, Portugal ground-truth station measurements. International Journal of Remote Sensing 2008, 29:5329-5345.
20. Kustas W.P., Norman J.M. Evaluation of soil and vegetation heat flux predictions using a simple two-source model with radiometric temperatures for partial canopy cover. Agricultural and Forest Meteorology 1999, 94:13-29.
21. Lambin E.F., Ehrlich D. Land-cover changes in sub-Saharan Africa (1982-1991). Application of a change index based on remotely sensed surface temperature and vegetation indices at a continental scale. Remote Sensing of Environment 1997, 61:181-200.
22. Llewellyn-Jones D., Edwards M.C., Mutlow C.T., Birks A.R., Barton I.J., Tait H. AATSR: Global-change and Surface-Temperature measurements from ENVISAT. ESA Bulletin 2001, February, 11-21.
23. LSASAF Project Team Product User Manual Land Surface Temperature (LST), EUMETSAT LSASAF, Sci. Rep. SAF/LAND/IM/PUM_LST/2.5 [Online]. Available:. http://andsaf.meteo.pt/.
24. Madeira C. Generalized split-window algorithm for retrieving land surface temperature from MSG/SEVIRI data. Proceedings of Land Surface Analysis SAF Training Workshop, Lisbon 8-10 July 2002, 42-47.
25. Niclòs R., Caselles V. Water salinity and foam coverage effects on thermal-infrared sea surface emissivity. Ocean Remote Sensing: Recent Techniques and Applications 2008, 111-131. Research Singpost, Kerala, India.
26. Niclòs R., Caselles V., Coll C., Valor E. Determination of sea surface temperature at large observation angles using an angular and emissivity dependent split-window equation. Remote Sensing of Environment 2007, 111:107-121.
27. Niclòs R., Caselles V., Valor E., Coll C., Sanchez J.M. A simple equation for determining sea surface emissivity in the 3-15μm region. International Journal of Remote Sensing 2009, 30(6):1603-1619.
28. Niclòs R., Estrela M.J., Valiente J.A., Barberà M.J. Proposal and validation of an emissivity-dependent algorithm to retrieve sea-surface temperature from MSG-SEVIRI data. IEEE Geoscience and Remote Sensing Letters 2010, 7(4). 10.1109/LGRS.2010.2047001.
29. Niclòs R., Estrela M.J., Valiente J.A., Barberà M.J. Clasificación periódica de coberturas terrestres a escala regional con imágenes MODIS. International Review of Geographical Information Science and Technology-Geofocus 2010, 10:1-17. (in Spanish).
30. Niclòs R., Valor E., Caselles V., Coll C., Sánchez J.M. In situ angular measurements of thermal infrared sea surface emissivity-Validation of models. Remote Sensing of Environment 2005, 94(1):83-93.
31. Peres L.F., DaCamara C.C. Emissivity maps to retrieve land-surface temperature from MSG/SEVIRI. IEEE Transactions on Geoscience and Remote Sensing 2005, 43(8):1834-1844.
32. Pinheiro A.C., Privette J., Mahoney R., Tucker C.J. Directional effects in a daily AVHRR land surface temperature dataset over Africa. IEEE Transactions on Geoscience and Remote Sensing 2004, 42(9):1941-1954.
33. Prata A.J., Cechet R.P. An assessment of the accuracy of land surface temperature determination from the GMS-5 VISSR. Remote Sensing of Environment 1999, 67:1-14.
34. Ricchiazzi P., Yang S., Gautier C., Sowle D. SBDART: A Research and Teaching Software Tool for Plane-Parallel Radiative Transfer in the Earth's Atmosphere. Bulletin of the American Meteorological Society 1998, 79:2101-2114.
35. Rohatgi V.K. An Introduction to Probability Theory and Mathematical Statistics 1976, 557-559. Willey Eastern Limited Editions, New Delhi.
36. Rubio E., Caselles V., Badenas C. Emissivity measurements of several soils and vegetation types in the 8-14μm wave band: Analysis of two field methods. Remote Sensing of Environment 1997, 59(3):490-521.
37. Rubio E., Caselles V., Coll C., Valor E., Sospedra F. Thermal-infrared emissivities of natural surfaces: Improvements on the experimental set-up and new measurements. International Journal of Remote Sensing 2003, 24(24):5379-5390.
38. SAFNWC Project Team Software User Manual for the PGE06 of the SAFNWC/MSG: Scientific Part, EUMETSAT SAFNWC, Sci. Rep. SAF/NWC/IOP/INM/SCI/SUM/06 [Online]. Available:. http://nwcsaf.inm.es/.
39. SAFNWC Project Team Algorithm Theoretical Basis Document for "Clear Air Products, EUMETSAT SAFNWC, Sci. Rep. SAF/NWC/CDOP/INM/SCI/ATBD/06 [Online]. Available:. http://nwcsaf.inm.es/.
40. Sánchez J.M., Caselles V., Niclòs R., Coll C., Kustas W.P. Estimating energy balance fluxes above a boreal forest from radiometric temperature observations. Agricultural and Forest Meteorology 2009, 149:1037-1049.
41. Snyder W.C., Wan Z., Zhang Y., Feng Y.Z. Classification-based emissivity for land surface temperature measurement from space. International Journal of Remote Sensing 1998, 19(14):2753-2774.
42. Theocharous E., Usadi E., Fox N.P. CEOS comparison of IR brightness temperature measurements in support of satellite validation. Part I: Laboratory and ocean surface temperature comparison of radiation thermometers. National Physical Laboratory (NPL) Report OP 2010, 3. 130 pp.
43. Trigo I.F., Monteiro I.T., Olesen F., Kabsch E. An assessment of remotely sensed land surface temperature. Journal of Geophysical Research 2008, 113(D17108). 10.1029/2008JD010035.
44. Trigo I.F., Peres L.F., DaCamara C.C., Freitas S.C. Thermal Land Surface Emissivity retrieved from SEVIRI/Meteosat. IEEE Transactions on Geoscience and Remote Sensing 2008, 46:307-315.
45. Valor E., Caselles V. Mapping land surface emissivity from NDVI: Application to European, African and South American Areas. Remote Sensing of Environment 1996, 57:167-184.
46. Valor E., Caselles V. Validation of the vegetation cover method for land surface emissivity estimation. Recent Research Developments in Thermal Remote Sensing (Research Signpost) 2005, 1-20.
47. Van de Griend A.A., Owe M. On the relationship between thermal emissivity and the normalized difference vegetation index for natural surfaces. International Journal of Remote Sensing 1993, 14(6):1119-1131.
48. Vey S., Dietrich R., Rülke A., Fritsche M., Steigenberger P., Rothacher M. Validation of Precipitable Water Vapor within the NCEP/DOE Analysis Using Global GPS Observations from One Decade. Journal of Climate 2010, 23(7):1675-1695.
49. Vogt J.V., Viau A.A., Paquet F. Mapping regional air temperature fields using satellite-derived surface skin temperatures. International Journal of Climatology 1997, 17:1559-1579.
50. Wan Z. New refinements and validation of the MODIS Land-Surface Temperature/Emissivity products. Remote Sensing of Environment 2008, 112:59-74.
51. Wan Z., Dozier J. Land-surface temperature measurement from space: Physical principles and inverse modeling. IEEE Transactions on Geoscience and Remote Sensing 1989, 27(3):268-277.
52. Wan Z., Dozier J. A generalized split-window algorithm for retrieving land surface temperature from space. IEEE Transactions on Geoscience and Remote Sensing 1996, 34(4):892-905.
53. Wan Z., Li Z.-L. Radiance-based validation of the V5 MODIS land-surface temperature product. International Journal of Remote Sensing 2008, 29(17-18):5373-5395.
54. Wilrich P.T. Robust estimates of the theoretical standard deviation to be used in interlaboratory precision experiments. Accreditation and Quality Assurance 2007, 12:231-240.