A generalized split-window algorithm for land surface temperature estimation from MSG-2/SEVIRI data

International Journal of Remote Sensing

Volumn 34, Issue 12, 2013, Pages 4182-4199

  Gao, Caixia ^a,b   Tang, Bo Hui ^c   Wu, Hua ^c   Jiang, Xiaoguang ^a   Li, Zhao Liang ^b,d  

^a UNIVERSITY OF CHINESE ACADEMY OF SCIENCES   (China)

^b CNRS   (France)

^c INSTITUTE OF GEOGRAPHIC SCIENCES AND NATURAL RESOURCES RESEARCH   (China)

^d INSTITUTE OF PLANT PROTECTION   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ATMOSPHERIC TEMPERATURE; ERRORS; IMAGE ENHANCEMENT; MEAN SQUARE ERROR; RADIATIVE TRANSFER; RADIOMETERS; SATELLITE IMAGERY; SENSITIVITY ANALYSIS; SURFACE ANALYSIS; SURFACE MEASUREMENT; SURFACE PROPERTIES; TEMPERATURE MEASUREMENT; UNCERTAINTY ANALYSIS;

ATMOSPHERIC RADIATIVE TRANSFER MODELS; ATMOSPHERIC WATER VAPOUR CONTENT; LAND SURFACE TEMPERATURE; METEOSAT SECOND GENERATIONS; MODERATE RESOLUTION IMAGING SPECTRORADIOMETER; SPINNING ENHANCED VISIBLE AND INFRARED IMAGER; SPLIT WINDOW ALGORITHMS; TEMPERATURE INDEPENDENTS;

WEATHER FORECASTING;

ALGORITHM; LAND SURFACE; MODIS; REMOTE SENSING; SEVIRI; SPLIT WINDOW; SURFACE TEMPERATURE; METEOSAT;

EID: 84875914943     PISSN: 01431161     EISSN: 13665901     Source Type: Journal    
DOI: 10.1080/01431161.2013.773408     Document Type: Article

References (32)

1. Atitar, M., Sobrino, J. A., Soria, G., Wigneron, J. P., Jimenez-Munoz, J. C., Julien, Y. and Belen Ruescas, A. September 8-12, 2008 2008. "Land Surface Temperature Retrieval from SEVIRI/MSG2 Data: Algorithm and Validation". In Proceedings of 2008 EUMETSAT Meteorological Satellite Conference September 8-12, 2008, 1-5. Darmstadt, Germany ISBN 978-92-9110-082-8, ISSN 1023-0416.
2. Baldridge, A. M., Hook, S. J., Grove, C. I. and Rivera, G. 2009. The ASTER Spectral Library Version 2.0. Remote Sensing of Environment, 113: 711-715.
3. Becker, F. and Li, Z.-L. 1990a. Temperature-Independent Spectral Indices in Thermal Infrared Bands. Remote Sensing of Environment, 32: 17-33.
4. Becker, F. and Li, Z.-L. 1990b. Towards a Local Split Window Method Over Land Surfaces. International Journal of Remote Sensing, 11: 369-393.
5. Berk, A., Bernstein, L. S., Anderson, G. P., Acharya, P. K., Robertson, D. C., Chetwynd, J. H. and Adler-Golden, S. M. 1998. MODTRAN Cloud and Multiple Scattering Upgrades with Application to AVIRIS. Remote Sensing of Environment, 65: 367-375.
6. Chédin, A., Scott, N. A., Wahiche, C. and Moulinier, P. 1985. The Improved Initialization Method: A High Resolution Physical Method for Temperature Retrievals from Satellites of the TIROS-N Series. Journal of Climate and Applied Meteorology, 24: 128-143.
7. Chevallier, F., Chédin, A., Chéruy, F. and Morcrette, J. J. 2000. TIGR-Like Atmospheric-Profile Databases for Accurate Radiative-Flux Computation. Quarterly Journal of the Royal Meteorological Society, 126: 777-785.
8. Freitas, S. C., Trigo, I. F., Bioucas-Dias, J. M. and Göttsche, F. M. 2010. Quantifying the Uncertainty of Land Surface Temperature Retrievals from SEVIRI/Meteosat. IEEE Transactions on Geoscience and Remote Sensing, 48: 523-534.
9. Jiang, G. M. and Li, Z.-L. 2008. Split-Window Algorithm for Land Surface Temperature Estimation from MSG1-SEVIRI Data. International Journal of Remote Sensing, 29: 6067-6074.
10. Jiang, G. M., Li, Z.-L. and Nerry, F. 2006. Land Surface Emissivity Retrieval from Combined Mid-Infrared and Thermal Infrared Data of MSG-SEVIRI. Remote Sensing of Environment, 105: 326-340.
11. Keramitsoglou, I., Kiranoudis, C. T., Ceriola, G., Weng, Q. and Rajasekar, U. 2011. Extraction and Analysis of Urban Surface Temperature Patterns in Greater Athens, Greece, Using MODIS Imagery. Remote Sensing of Environment, 115: 3080-3090.
12. Li, Z.-L. and Becker, F. 1993. Feasibility of Land Surface Temperature and Emissivity Determination from AVHRR Data. Remote Sensing of Environment, 43: 67-85.
13. Li, Z.-L., Jia, L., Su, Z. B., Wan, Z. M. and Zhang, R. H. 2003. A New Approach for Retrieving Precipitable Water from ATSR2 Split-Window Channel Data Over Land Area. International Journal of Remote Sensing, 24: 5059-5117.
14. Li, Z.-L., Peticolin, F. and Zhang, R. H. 2000. A Physically Based Algorithm for Land Surface Emissivity Retrieval from Combined Mid-Infrared and Thermal Infrared Data. Science in China (Series E), 43 Suppl: 22-33.
15. Li, Z.-L., Tang, B.-H., Wu, H., Ren, H., Yan, G. J., Wan, Z., Trigo, I. F. and Sobrino, J. A. 2013a. Satellite-Derived Land Surface Temperature: Current Status and Perspectives. Remote Sensing of Environment, 131: 14-37. doi:10.1016/j.rse.2012.12.008
16. Li, Z.-L., Wu, H., Wang, N., Shi, Q., Sobrino, J. A., Wan, Z., Tang, B.-H. and Yan, G. J. 2013b. Land Surface Emissivity Retrieval from Satellite Data. International Journal of Remote Sensing, 34: 3084-3127. doi:10.1080/01431161.2012.716540
17. Mannstein, H. 1987. "Surface Energy Budget, Surface Temperature, and Thermal Inertia". In Remote Sensing Applications in Meteorology and Climatology, Edited by: Vaughan, R. A. and Reidel, D. 391-410. Dordrecht: A Reidel Publishing Company.
18. Mostovoy, G. V., Filippova, M. G., King, R. L., Reddy, K. R. and Kakani, V. G. 2006. Statistical Estimation of Daily Maximum and Minimum Air Temperatures from MODIS LST Data Over the State of Mississippi. GIScience and Remote Sensing, 43: 78-110.
19. Nagler, P. L., Cleverly, J., Glenn, E., Lampkin, D., Huete, A. and Wan, Z. 2005. Predicting Riparian Evapotranspiration from MODIS Vegetation Indices and Meteorological Data. Remote Sensing of Environment, 94: 17-30.
20. Prata, A. 1993. Land Surface Temperature Derived from the Advanced Very High Resolution Radiometer and the Along-Track Scanning Radiometer 1 Theory. Journal of Geophysical Research, 98: 16689-16702.
21. Price, J. C. 1984. Land Surface Temperature Measurements from the Split Window Channels of the NOAA 7 AVHRR. Journal of Geophysical Research, 89: 7231-7237.
22. Qian, Y. G., Li, Z.-L. and Nerry, F. 2013. Evaluation of Land Surface Temperature and Emissivities Retrieved from MSG-SEVIRI Data with MODIS Land Surface Temperature and Emissivity Products. International Journal of Remote Sensing, 34: 3140-3152.
23. Rhee, J., Im, J. and Carbone, G. J. 2010. Monitoring Agricultural Drought for Arid and Humid Regions Using Multi-Sensor Remote Sensing Data. Remote Sensing of Environment, 114: 2875-2887.
24. Snyder, W. C., Wan, Z., Zhang, Y. and Feng, Y. 1997. Thermal Infrared (3-14 Mm) Bi-Directional Reflectance Measurement of Sands and Soils. Remote Sensing of Environment, 60: 101-109.
25. Sobrino, J. A., Li, Z.-L., Stoll, M. P. and Becker, F. 1994. Improvements in the Split Window Technique for Land Surface Temperature Determination. IEEE Transactions on Geoscience and Remote Sensing, 32: 243-253.
26. Sobrino, J. A., Li, Z.-L., Stoll, M. P. and Becker, F. 1996. Multi-Channel and Multi-Angle Algorithms for Estimating Sea and Land Surface Temperature with ATSR Data. International Journal of Remote Sensing, 17: 2089-2114.
27. Sobrino, J. A. and Romaguera, M. 2004. Land Surface Temperature Retrieval from MSG1-SEVIRI Data. Remote Sensing of Environment, 92: 247-254.
28. Tang, B.-H., Li, Z.-L. and Bi, Y. Y. 2009. Estimation of Land Surface Directional Emissivity in Mid-Infrared Channel Around 4.0 Um from MODIS Data. Optics Express, 17: 3173-3182.
29. Tran, H. 2006. Assessment with Satellite Data of the Urban Heat Island Effects in Asian Mega Cities. International Journal of Applied Earth Observation and Geoinformation, 8: 34-48.
30. Trigo, I. F., Monteiro, I. T., Olesen, F. and Kabsch, E. 2008. An Assessment of Remotely Sensed Land Surface Temperature. Journal of Geophysical Research, 113: D17108 ""doi: 10.1029/2008JD010035
31. Wan, Z. and Dozier, J. 1996. A Generalized Split-Window Algorithm for Retrieving Land-Surface Temperature from Space. IEEE Transactions on Geoscience and Remote Sensing, 34: 892-905.
32. Zhao, W. and Li, Z.-L. 2013. Sensitivity Study of Soil Moisture on the Temporal Evolution of Surface Temperature Over Bare Surfaces. International Journal of Remote Sensing, 34: 3314-3331.