Using NOAA/AVHRR data to determine regional net radiation and soil heat fluxes over the heterogeneous landscape of the Tibetan Plateau

International Journal of Remote Sensing

Volumn 33, Issue 15, 2012, Pages 4784-4795

  Ma, Yaoming ^a,b   Zhong, Lei ^b,c,d   Wang, Yongjie ^a   Su, Zhongbo ^c  

^a INSTITUTE OF GEOLOGY AND GEOPHYSICS   (China)

^b BEIJING NORMAL UNIVERSITY   (China)

^c UNIVERSITY OF TWENTE   (Netherlands)

^d UNIVERSITY OF SCIENCE AND TECHNOLOGY OF CHINA   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ATMOSPHERIC TEMPERATURE; REFLECTION; SOILS; SURFACE PROPERTIES;

FIELD OBSERVATIONS; HETEROGENEOUS LANDSCAPES; NATIONAL OCEANIC AND ATMOSPHERIC ADMINISTRATION; NET RADIATION FLUX; REGIONAL DISTRIBUTION; SURFACE REFLECTANCE; SURFACE TEMPERATURES; VERY HIGH RESOLUTION;

HEAT FLUX;

AVHRR; HEAT FLUX; LANDSCAPE; NET RADIATION; NOAA SATELLITE; PARAMETERIZATION; SATELLITE DATA; SURFACE REFLECTANCE; SURFACE TEMPERATURE;

CHINA; QINGHAI-XIZANG PLATEAU;

EID: 84863116560     PISSN: 01431161     EISSN: 13665901     Source Type: Journal    
DOI: 10.1080/01431161.2011.638333     Document Type: Article

References (51)

1. Bastiaanssen, W.G.M. 1995, Regionalization of surface fluxes and moisture indicators in composite terrain. PhD thesis, Wageningen Agricultural University, Wageningen, pp. 273.
2. Becker, F. and Li, Z.-L., 1990, Towards a local split window method over land surfaces. International Journal of Remote Sensing, 11, pp. 369-393.
3. Becker, F. and Li, Z.-L., 1995, Surface temperature and emissivity at various scales: definition, measurement and related problems. Remote Sensing Review, 12, pp. 225-253.
4. Berk, A., Bernstein, L.S. and Robertson, D.C., 1989, MODTRAN: A Moderate Resolution Model for LOTRAN 7. GL-TR-89-0122 (Bedford, MA: Geophysics Laboratory, Hanscom Air Force Base).
5. Brutsaert, W., 1984, Evaporation into the Atmosphere-Theory, History, and Applications, pp. 299 (Dordrecht: Kluwer Academic Publishers).
6. Choudhury, B.J., Idso, S.B. and Reginato, R.J., 1987, Analysis of an empirical model for soil heat flux under a growing wheat crop for estimating evaporation by infrared-temperature based energy balance equation. Agricultural and Forest Meteorology, 39, pp. 283-297.
7. Choudhury, B.J. and Monteith, J.L., 1988, A four-layer model for the heat budget of homogeneous land surfaces. Quarterly Journal of the Royal Meteorological Society, 114, pp. 373-398.
8. Clothier, B.E., Clawson, K.L., Pinter, P.J., Moran, M.S., Reginato, R.J. and Jackson, R.D., 1986, Estimating of soil heat flux from net radiation during the growth of alfalfa. Agricultural and Forest Meteorology, 37, pp. 319-329.
9. De Bruin, H.A.R. and Holtslag, A.A.M., 1982, A simple parameterization of the surface fluxes of sensible and latent heat during daytime compared with Penman-Monteith concept. Journal of Applied Meteorology, 21, pp. 1610-1621.
10. Fuchs, M. and Hadas, A., 1972, The heat flux in a non-homogeneous bare loessial soil. Boundary-Layer Meteorology, 3, pp. 191-200.
11. Gutman, G., 1987, The derivation of vegetation indices from AVHRR data. International Journal of Remote Sensing, 8, pp. 1235-1243.
12. Hinzman, L.D., Bauer, M.E. and Daughtry, C.S.T., 1986, Effects of nitrogen fertilization on growth and reflectance characteristics of winter wheat. Remote Sensing of Environment, 19, pp. 47-61.
13. Huete, A.R., 1987, Soil and sun angles interaction on partial canopy spectra. International Journal of Remote Sensing, 8, pp. 1307-1317.
14. Huete, A.R., 1989, Soil influences in remotely sensed vegetation-canopy spectra. In Theory and Applications of Optical Remote Sensing, G. Asrar, (Ed.), pp. 107-141 (New York: Wiley).
15. Huete, A.R., Jackson, R.D. and Post, D.F., 1985, Spectral response of a plant canopy with different soil backgrounds. Remote Sensing of Environment, 17, pp. 37-53.
16. Idso, S.B., Aaase, J.K. and Jacson, R.D., 1975, Net radiation-soil heat flux relations as influenced by soil water content variations. Boundary-Layer Meteorology, 9, pp. 113-122.
17. Jackson, R.D., Moran, M.S., Gay, L.W. and Raymond, L.H., 1987, Evaluating evaporation from field crops using airborne radiometry and ground-based meteorological data. Irrigation Science, 8, pp. 81-90.
18. Jackson, R.D., Pinter, J.R., Idso, S.B. and Idso, R.J., 1979, Wheat spectral reflectance: interactions between crop configuration, sun elevation and azimuth angle. Applied Optics, 18, pp. 3730-3735.
19. Jackson JR, R.D., Pinter, P.J. and Reginato, R.J., 1985, Net radiation calculated from remote multispectral and ground station meteorological data. Agricultural and Forest Meteorology, 35, pp. 153-164.
20. Ji, G., Yao, L. and Yuan, F., 1986, Characteristics of surface and atmospheric heating fields over Qinghai-Xizang Plateau during the winter in 1982. Science in China(B), 29, pp. 876-888.
21. Kimes, D.S., Norman, J.M. and Walthall, C.L., 1985, Modeling the radiant transfers of sparse vegetation canopies. IEEE Transactions Geosciences and Remote Sensing, 23, pp. 695-704.
22. Kirchner, J.A., Kimes, D.S. and McMurtrey, J.E., 1982, Variation of directional reflectance factors with structural changes of developing alfalfa canopy. Applied Optics, 21, pp. 3766-3774.
23. Kollenkark, J.C., Daughtry, C.S.T., Bauer, M.E. and Housley, T.L., 1982, Effects of cultural practices on agronomic and reflectance of characteristics of soybean canopies. Agronomic Journal, 74, pp. 751-758.
24. Kustas, W.P. and Daughtry, C.S.T., 1990, Estimation of the soil heat flux/net radiation ratio from spectral data. Agricultural and Forest Meteorology, 39, pp. 205-223.
25. Ma, W.-Q. and Ma, Y.-M., 2006, The annual variations on land surface energy in the northern Tibetan Plateau. Environmental Geology, 50, pp. 645-650.
26. Ma, Y., Ishikawa, H., Menenti, M., Su, Z., Yao, T., Koike, T. and Yasunari, T., 2003, Regionalization of surface fluxes over heterogeneous landscape of the Tibetan Plateau by using satellite remote sensing. Journal of the Meteorological Society of Japan, 81, pp. 277-293.
27. Ma, Y., Zhong, L., Su, Z., Ishikawa, H., Menenti, M. and Koike, T., 2006, Determination of regional distributions and seasonal variations of land surface heat fluxes from Landsat-7 Enhanced Thematic Mapper data over the central Tibetan Plateau area. Journal of Geophysical Research, 111, D10305, doi:10.1029/2005JD006742.
28. Ma, Y.-M., 2003, Remote sensing parameterization of regional net radiation over heterogeneous land surface of GAME/Tibet and HEFE. International Journal of Remote Sensing, 24, pp. 3137-3148.
29. Ma, Y.-M., Su, Z., Li, Z.-L., Koike, T. and Menenti, M., 2002a, Determination of regional net radiation and soil heat flux densities over heterogeneous landscape of the Tibetan Plateau. Hydrological Processes, 16, pp. 2963-2971.
30. Ma, Y.-M. and Tsukamoto, O., 2002, Combining Satellite Remote Sensing with Field Observations for Land Surface Heat Fluxes Over Inhomogeneous Landscape (Beijing: China Meteorological Press).
31. Ma, Y.-M., Tsukamoto, O., Wang, J., Ishikawa, H. and Tamagawa, I., 2002b, Analysis of aerodynamic and thermodynamic parameters over the grassy marshland surface of Tibetan Plateau. Progress in Natural Sciences, 12, pp. 36-40.
32. Ma, Y.-M., Tsukamoto, O., Wu, X., Tamagawa, I., Wang, J., Ishikawa, H., Hu, Z. and Gao, H., 2000, Characteristics of energy transfer and micrometeorology in the surface layer of the atmosphere above marshland of the Tibetan Plateau area. Chinese Journal of Atmospheric Sciences, 24, pp. 715-722 [in Chinese with English abstract].
33. Ma, Y.-M., Wang, J.M., Menenti, M. and Bastiaanssen, W.G.M. 1999, Estimation of flux densities over the heterogeneous land surface with the aid of satellite remote sensing and field observation. Acta Meteorological Sinica, 57, pp. 180-189 [in Chinese with English abstract].
34. Menenti, M., Bastiaanssen, W.G.M., Hefny, K. and Abd Ei Karim, M.H., 1991, Mapping of Ground Water Losses by Evaporation in the Western Desert of Egypt, DLO Winand Staring Centre, Report No. 43, 116 (Wageningen: Wageningen Agricultural University).
35. Monteith, J.L., 1973, Principles of Environmental Physics, p. 241 (London: Edward Aarnold).
36. Paltridge, W. and Mitchell, R.M., 1990, Atmospheric and viewing angle correction of vegetation indices and grassland fuel moisture content derived from NOAA/AVHRR. Remote Sensing of Environment, 31, pp. 121-135.
37. Pinter JR, P.J., Zipoli, G., Marachhi, G. and Reginato, R.J., 1987, Influence of topography and sensor view angles on NIR/Red ratio and greenness vegetation indices of wheat. International Journal of Remote Sensing, 8, pp. 953-957.
38. Qi, J., Chehbouni, A., Huete, A.R., Kerr, Y.H. and Sorooshian, S., 1994, A modified soil adjusted vegetation index. Remote Sensing of Environment, 48, pp, 119-126.
39. Ranson, K.J., Daughtry, C.S.T. and Biehl, L.L., 1986, Sun angle, view angle and background effects on spectral response of simulated balsam fir canopies. Photogramme Engineering Remote Sensing, 52, pp. 649-658.
40. Ranson, K.J., Daughtry, C.S.T., Biehl, L.L. and Bauer, M.E., 1985, Sun-view angle effects on reflectance factors of corn canopies. Remote Sensing of Environment, 18, pp. 147-161.
41. Reginato, R.J., Jackson, R.D. and Pinter JR, P.J., 1985, Evapotranspiration calculated from remote multispectral and ground station meteorological data. Remote Sensing of Environment, 18, pp. 75-89.
42. Sellers, P.J., 1985, Cannopy reflectance photosynthesis and transpiration. International Journal of Remote Sensing, 6, pp. 1335-1372.
43. Sobrino, J.A., Li, Z.-L., Stoll, M.P. and Becker, F., 1994, Improvement in the split-window technique for land surface temperature determination. IEEE Transactions on Geoscience and Remote Sensing, 32, pp. 243-253.
44. Sobrino, J.A. and Raissouni, N., 2000, Toward remote sensing methods for land cover dynamic monitoring: application to Morocco. International Journal of Remote Sensing, 21, pp. 353-366.
45. Valiente, J.A., Nunez, M., Lopez-Baeza, E. and Moreno, J.F. 1995, Narrow-band to broad-band conversion for Meteosat-visible channel and broad-band reflectance using both AVHRR-1 and -2 channels. International Journal of Remote Sensing, 16, pp. 1147-1166.
46. Valor, E. and Caselles, V., 1996, Mapping land surface emissivity from NDVI: application to European, African, and South American areas. Remote Sensing of Environment, 57, pp. 167-184.
47. Wang, J., Ma, Y., Menenti, M., Bastiaanssen, W.G.M. and Mistsuta, Y., 1995, The scaling-up of processes in the heterogeneous landscape of HEIFE with the aid of satellite remote sensing. Journal of the Meteorological Society of Japan, 73, pp. 1235-1244.
48. Yanai, M., Li, C. and Song, Z., 1992, Seasonal heating of the Tibetan Plateau and its effects on the evolution of the Asian summer monsoon. Journal of the Meteorological Society of Japan, 70, pp. 319-351.
49. Ye, D., 1981, Some characteristics of the summer circulation over the Qinghai-Xizang (Tibet) Plateau and its neighborhood. Bulletin of the American Meteorological Society, 62, pp. 14-19.
50. Ye, D. and Gao, Y., 1979, The Meteorology of the Qinghai-Xizang (Tibet) Plateau (in Chinese), pp. 1-278. (Beijing: Science Press).
51. Ye, D. and Wu, G., 1998, The role of the heat source of the Tibetan Plateau in the general circulation. Meteorology and Atmospheric Physics, 67, pp. 181-198.