Validation of the land-surface temperature products retrieved from terra moderate resolution imaging spectroradiometer data

Remote Sensing of Environment

Volumn 83, Issue 1-2, 2002, Pages 163-180

  Wan, Zhengming ^a   Zhang, Yulin ^a   Zhang, Qincheng ^a   Li, Zhao liang ^a,b  

^a UNIVERSITY OF CALIFORNIA   (United States)

^b University Hospital Strasbourg   (France)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; ATMOSPHERIC TEMPERATURE; INFRARED RADIATION; VEGETATION;

EARTH OBSERVING SYSTEM (EOS);

REMOTE SENSING;

ACCURACY ASSESSMENT; CALIBRATION; LAND SURFACE; MODIS; SURFACE TEMPERATURE;

EOS;

EID: 0036846044     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0034-4257(02)00093-7     Document Type: Article

References (62)

1. Becker, F. (1987). The impact of spectral emissivity on the measurement of land surface temperature from a satellite. International Journal of Remote Sensing, 8(10), 1509-1522.
2. Becker, F., & Li, Z.-L. (1990). Toward a local split window method over land surface. International Journal of Remote Sensing, 11(3), 369- 393.
3. Berk, A., Anderson, G. P., Bernstein, L. S., Acharya, P. K., Dothe, H., Matthew, M. W., Adler-Golden, S. M., Chetwynd Jr., J. H., Richtmeier, S. C., Pukall, B., Allred, C. L., Jeong, L. S., & Hoke, M. L. (1999). MODTRAN4 radiative transfer modeling for atmospheric correction. Optical Spectroscopic Techniques and Instrumentation for Atmospheric and Space Research III. Proceedings of SPIE, vol. 3756 (pp. 348-353).
4. Brown, O. B., Evans, R. H., & Cornillon, P. (1991). Satellite-derived global sea surface temperature fields: 1982-1989. Global and Planetary Change, 90, 179-181.
5. Bruegge, C. J., Conel, J. E., Green, R. O., Margolis, J. S., Holm, R. G., & Toon, G. (1992). Water vapor column abundance retrievals during FIFE. Journal of Geophysical Research, 97(D17), 18759-18768.
6. Brutsaert, W., Hsu, A. Y., & Schmugge, T. J. (1993). Parameterization of surface heat fluxes above forest with satellite thermal sensing and boundary-layer soundings. Journal of Applied Meteorology, 32(5), 909-917.
7. Caselles, V., & Sobrino, J. A. (1989). Determination of frosts in orange groves from NOAA-9 AVHRR data. Remote Sensing of Environment, 29(2), 135-146.
8. Chedin, A., Scott, M. A., Wahiche, C., & Moulinier, P. (1985). The improved initialization inversion method: A high resolution physical method for temperature retrievals from the Trios-N series. Journal of Climate and Applied Meteorology, 24, 124- 143.
9. Diak, G. R., & Whipple, M. S. (1993). Improvements to models and methods for evaluating the land-surface energy balance and effective roughness using radiosonde reports and satellite-measured skin temperature data. Agricultural and Forest Meteorology, 63 (3-4), 189-218.
10. Ehrlich, D., & Lambin, E. F. (1996). The surface temperature-vegetation index space for land cover and land-cover change analysis. International Journal of Remote Sensing, 17(3), 463-487.
11. Esaias, W. E., Abbott, M. R., Barton, I., Brown, O. W., Campbell, J. W., Carder, K. L., Clark, D. K., Evans, R. L., Hoge, F. E., Gordon, H. R., Balch, W. P., Letelier, R., & Minnett, P. J. (1998). An overview of MODIS capabilities for ocean science observations. IEEE Transactions on Geoscience and Remote Sensing, 36(4), 1250-1265.
12. Feldhake, C. M., Glenn, D. M., & Peterson, D. L. (1996). Pasture soil surface temperature response to drought. Agronomy Journal, 88 (4), 652-656.
13. French, A. N., Schmugge, T. J., & Kustas, W. P. (2000a). Discrimination of senescent vegetation using thermal emissivity contrast. Remote Sensing of Environment, 74(2), 249-254.
14. French, A. N., Schmugge, T. J., & Kustas, W. P. (2000b). Estimating surface fluxes over the SGP site with remotely sensed data. Physics and Chemistry of the Earth. Part B: Hydrology Oceans and Atmosphere, 25(2), 167-172.
15. Fuchs, M., & Tanner, C. B. (1966). Infrared thermometry of vegetation. Agronomy Journal, 58, 597-601.
16. Gao, B. C., & Kaufman, Y. J. (1995). Selection of the 1.375 μm MODIS channel for remote sensing of cirrus cloud and stratospheric aerosols from space. Journal of Atmospheric Sciences, 52(23), 4231-4237.
17. Gillespie, A. (1985). Lithologic mapping of silicate rocks using TIMS. TIMS Data Users' Workshop. JPL Publication, vol 86-38 (pp. 29-44). Pasadena, CA: Jet Propul. Lab.
18. Gillespie, A. R., Rokugawa, S., Matsunaga, T, Cothern, J. S., Hook, S., & Kahle, A. B. (1998). A temperature and emissivity separation algorithm for Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) images. IEEE Transactions on Geoscience and Remote Sensing, 36, 1113-1126.
19. Jackson, R. D., Reginato, R. J., & Idso, S. B. (1977). Wheat canopy temperature: A practical tool for evaluating water requirements. Water Resources Research, 13, 651-656.
20. Jin, M. J., & Dickinson, R. E. (1999). Interpolation of surface radiative temperature measured from polar orbiting satellites to a diurnal cycle-1. Without clouds. Journal of Geophysical Research, 104(ND2), 2105-2116.
21. Justice, C. O., Vermote, E., Townshend, J. R. G., Defries, R., Roy, D. O., Hall, D. K., Salomonson, V. V., Privette, J. L., Riggs, G., Strahler, A., Lucht, W., Myneni, R. B., Knyazikhin, K., Running, S. W., Nemani, P. R., Wan, Z., Huete, A. R., van Leeuwen, W., Wolfe, R. E., Giglio, L., Muller, J.-P., Knyazikhin, Y., & Barnsley, M. J. (1998). The Moderate Resolution Imaging Spectroradiometer (MODIS): Land remote sensing for global change research. IEEE Transactions on Geoscience and Remote Sensing, 36, 1228-1249.
22. Kahle, A. B., Madura, D. P., & Soha, J. M. (1980). Middle infrared multispectral aircraft scanner data: Analysis for geological applications. Applied Optics, 19, 2279-2290.
23. Kaufman, Y. J., Justice, C. O., Flynn, L. P., Kendall, L. D., Prins, E. M., Giglo, L., Ward, D. E., Menzel, W. P., & Setzer, A. W. (1998). Potential global fire monitoring from EOS-MODIS. Journal of Geophysical Research, 103(D24), 32215-32238.
24. Kealy, P. S., & Gabell, A. R. (1990). Estimation of emissivity and temperature using alpha coefficients. Proc. 2nd TIMS Workshop. JPL Publication, vol 90-55, (pp. 11-15). Pasadena, CA: Jet Propul. Lab.
25. Kerr, Y. H., Lagouarde, J. P., & Imbernon, J. (1992). Accurate land surface temperature retrieval from AVHRR data with use of an improved split window algorithm. Remote Sensing of Environment, 41(2- 3), 197-209.
26. King, M. D., Kaufman, Y. J., Menzel, W. P., & Tanré, D. (1992). Remote sensing of cloud, aerosol, and water vapor properties from the Moderate Resolution Imaging Spectrometer (MODIS). IEEE Transactions on Geoscience and Remote Sensing, 30(1), 2-27.
27. Lambin, E. F., & Ehrlich, D. (1997). 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, 61(2), 181-200.
28. Li, Z.-L., & Becker, F. (1993). Feasibility of land surface temperature and emissivity determination from AVHRR data. Remote Sensing of Environment, 43, 67-85.
29. Li, Z.-L., Becker, F., Stoll, M. P., & Wan, Z. (1999). Evaluation of six methods for extracting relative emissivity spectra from thermal infrared images. Remote Sensing of Environment, 69, 197- 214.
30. Ma, X., Wan, Z., Moeller, C. C., Menzel, W. P., Gumley, L. E., & Zhang, Y. (2000). Retrieval of geophysical parameters from Moderate Resolution Imaging Spectroradiometer thermal infrared data: Evaluation of a two-step physical algorithm. Applied Optics, 39(20), 3537-3550.
31. Ma, X.-L., Wan, Z., Moeller, C. C., Menzel, W. P., & Gumley, L. E. (2002). Simultaneous retrieval of atmospheric profiles and land-surface temperature, and surface emissivity from Moderate Resolution Imaging Spectroradiometer thermal infrared data: Extension of a two-step physical algorithm. Applied Optics, 41(20), 909-924.
32. Mannstein, H. (1987). Surface energy budget, surface temperature and thermal inertia. In R. A. Vaughan, & D. Reidel (Eds.), Remote Sensing Applications in Meteorology and Climatology. NATO Advanced Study Institutes Series. Series C, Mathematical and Physical Sciences, vol 201 (pp. 391-410). Dordrecht, The Netherlands: A. Reidel Publishing.
33. McVicar, T. R., & Jupp, D. L. B. (1998). The current and potential operational uses of remote sensing to aid decisions on drought exceptional circumstances in Australia: A review. Agricultural Systems, 57(3), 399-468.
34. Muchoney, D. M., Borak, J. S., Chi, H., Friedl, M., Hodges, J., Morrow, N., & Strahler, A. (1999). Application of the MODIS global supervised classification model to vegetation and land cover mapping of Central America. International Journal of Remote Sensing, 21(6/7), 1115 - 1138.
35. Nerry, F., Petitcolin, F., & Stoll, M. P. (1998). Bidirectional reflectivity in AVHRR channel 3: Application to a region in Northern Africa. Remote Sensing of Environment, 66, 298-316.
36. Ottlé, C., & Stoll, M. (1993). Effect of atmospheric absorption and surface emissivity on the determination of land temperature from infrared satellite data. International Journal of Remote Sensing, 14(10), 2025-2037.
37. Ottlé, C., & Vidal-Madjar, D. (1992). Estimation of land surface temperature with NOAA9 data. Remote Sensing of Environment, 40(1), 27-41.
38. Padilla, H. G., Leyva, A. C., & Mosino, P. A. (1993). An analysis of daily humidity patterns at a mountainous and urban site in a tropical high-altitude region. Journal Applied Meteorology, 32, 1638-1646.
39. Plokhenko, Y., & Menzel, W. P. (2000). The effects of surface reflection on estimating the vertical temperature-humidity distribution from spectral infrared measurements. Journal of Applied Meteorology, 39, 3-14.
40. Prata, A. J. (1994). Land surface temperatures derived from the advanced very high resolution radiometer and the along-track scanning radiometer: 2. Experimental results and validation of AVHRR algorithms. Journal of Geophysical Research, 99(D6), 13025 - 13058.
41. Price, J. C. (1982). On the use of satellite data to infer surface fluxes at meteorological scales. Journal of Applied Meteorology, 21, 1111-1122.
42. Price, J. C. (1983). Estimating surface temperature from satellite thermal infrared data-a simple formulation for the atmospheric effect. Remote Sensing of Environment, 13, 353-361.
43. Price, J. C. (1984). Land surface temperature measurements from the split window channels of the NOAA-7 AVHRR. Journal of Geophysical Research, 79, 5039-5044.
44. Realmuto, V. J. (1990). Separating the effects of temperature and emissivity: Emissivity spectrum normalization. Proc. 2nd TIMS Workshop. JPL Publcation, vol 90-55 (pp. 23-27). Pasadena, CA: Jet Propul. Lab.
45. Salomonson, V., Barnes, W., Maymon, P., Montgomery, H., & Ostrow, H. (1989). MODIS: Advanced facility instrument for studies of the Earth as a system. IEEE Transactions on Geoscience and Remote Sensing, 27 (2), 145-153.
46. Sellers, P. J., Hall, F. G., Asrar, G., Strebel, D. E., & Murphy, R. E. (1988). The first ISLSCP Field Experiment (FIFE). Bulletin of the American Meteorological Society, 69(1), 22-27.
47. Smith, T. M., & Reynolds, R. W. (1998). A high-resolution global sea surface temperature climatology for the 1961-90 base period. Journal of Climate, 11, 3320-3323.
48. Smith, W. L., Woolf, H. M., & Schriener, A. J. (1985). Simultaneous retrieval of surface and atmospheric parameters: A physical and analytically direct approach. In A. Deepak, H. E. Fleming, & M. T. Chahine (Eds.), Advances in Remote Sensing Retrieval Methods (pp. 221-232). Hampton, VA, USA: A. Deepak Publishing.
49. Snyder, W., & Wan, Z. (1998). BRDF models to predict spectral reflectance and emissivity in the thermal infrared. IEEE Transactions on Geoscience and Remote Sensing, 36 (1), 214-225.
50. Snyder, W., Wan, Z., Zhang, Y., & Feng, Y.-Z. (1997a). Requirements for satellite land surface temperature validation using a silt playa. Remote Sensing of Environment, 61 (2), 279-289.
51. Snyder, W., Wan, Z., Zhang, Y., & Feng, Y.-Z. (1997b). Thermal infrared (3-14 μm) bidirectional reflectance measurements of sands and soils. Remote Sensing of Environment, 60, 101-109.
52. Snyder, W. C., Wan, Z., Zhang, Y., & Feng, Y.-Z. (1998). Classification-based emissivity for land surface temperature measurement from space. International Journal of Remote Sensing, 19(14), 2753-2774.
53. Sobrino, J. A., Coll, C., & Caselles, V. (1991). Atmospheric corrections for land surface temperature using AVHRR channel 4 and 5. Remote Sensing of Environment, 38(1), 19-34.
54. Susskind, J., Rosenfield, J., Reuter, D., & Chahine, M. T. (1984). Remote sensing of weather and climate parameters from HIRS2/MSU on TIROS-N. Journal of Geophysical Research, 89(D3), 4677-4697.
55. Townshend, J. R. G., Justice, C. O., Skole, D., Malingreau, J.-P., Cihlar, J., Teillet, P., & Ruthenberg, S. (1994). The 1 km resolution global data set: Needs of the international geosphere biosphere programme. International Journal of Remote Sensing, 15, 3417-3441.
56. Vidal, A. (1991). Atmospheric and emissivity correction of land surface temperature measured from satellite using ground measurements or satellite data. International Journal of Remote Sensing, 12(12), 2449-2460.
57. Wan, Z. (2002). Estimate of noise and systematic error in early thermal infrared data of the Moderate Resolution Imaging Spectroradiometer (MODIS). Remote Sensing of Environment, 80(1), 47-54.
58. Wan, Z., & Dozier, J. (1989). Land-surface temperature measurement from space: Physical principles and inverse modeling. IEEE Transactions on Geoscience and Remote Sensing, 27(3), 268-278.
59. Wan, Z., & Dozier, J. (1996). A generalized split-window algorithm for retrieving land-surface temperature from space. IEEE Transactions on Geoscience and Remote Sensing, 34(4), 892-905.
60. Wan, Z., & Li, Z.-L. (1997). A physics-based algorithm for retrieving land-surface emissivity and temperature from EOS/MODIS data. IEEE Transactions on Geoscience and Remote Sensing, 35(4), 980-996.
61. Wan, Z., Zhang, Y., Li, Z.-L., Wang, R., Salomonson, V. V., Yves, A., & Bosseno, R. (2002). Preliminary estimate of calibration of the Moderate Resolution Imaging Spectroradiometer (MODIS) thermal infrared data using Lake Titicaca. Remote Sensing of Environment, 80(3), 497-515.
62. Watson, K. (1992). Spectral ratio method for measuring emissivity. Remote Sensing of Environment, 42, 113-116.