Estimating surface fluxes over the north Tibetan Plateau area with ASTER imagery

Hydrology and Earth System Sciences

Volumn 13, Issue 1, 2009, Pages 57-67

  Ma, Weiqiang ^a   Ma, Yaoming ^a,b,c   Li, Maoshan ^a   Hu, Zeyong ^a   Zhong, Lei ^b   Su, Zhongbo ^e   Ishikawa, Hirohiko ^d   Wang, Jiemin ^a  

^a Chinese Academy of Sciences ^*  (China)

^b INSTITUTE OF GEOLOGY AND GEOPHYSICS   (China)

^c BEIJING NORMAL UNIVERSITY   (China)

^d KYOTO UNIVERSITY   (Japan)

^e UNIVERSITY OF TWENTE   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

ALBEDO; ASTER; CLIMATE MODELING; HYDROLOGICAL CYCLE; LEAF AREA INDEX; MICROMETEOROLOGY; MONSOON; NDVI; PARAMETERIZATION; SATELLITE IMAGERY; SURFACE FLUX; SURFACE TEMPERATURE;

CHINA; QINGHAI-XIZANG PLATEAU;

EID: 72949087859     PISSN: 10275606     EISSN: 16077938     Source Type: Journal    
DOI: 10.5194/hess-13-57-2009     Document Type: Article

References (65)

1. Baret, F. and Guyot, G.: Potentials and limits of vegetation indices for LAI and APAR assessment, Rem. Sens. Environ., 35, 161-173, 1997.
2. Bastiaanssen, W. G. M.: Regionalization of Surface Flux Densities and Moisture Indicators in Composite Terrain, Ph.D. thesis, p. 143-161, Wageningen Agric. Univ., Wageningen, Netherlands, 1995.
3. BastiaanssenW. G. M.: Regionalization of surface fluxes and moisture indicators in composite terrain, PhD Thesis, Wageningen Agricultural University, 273 pp., 1995.
4. Becker, F. and Li, Z.-L.: Towards a local split window method over land surfaces, Int. J. Remote Sens., 11, 369-393, 1990.
5. Becker, F. and Li, Z.-L.: Surface temperature and emissivity at various scales: Definition, measurement and related problems, Rem. Sens. Rev., 12, 225-253, 1995.
6. Berk, A., Bernstein, L. S., and Robertson, D. C.: MODTRAN: A moderate resolution model for LOTRAN-7, GL-TR-89-0122, Geophys. Lab., Hanscom Air Force Base, Mass., 1989.
7. Che'din, A., Scott, N. A., Wahiche, C., and Moulinier, P.: The improved initialisation inversion method: A high resolution physical method for temperature retrievals from Tiros-N series, J. Clim. Appl. Meteorol., 24, 124-143, 1985.
8. Choi, T., Hong, J., Kim, J., et al.: Turbulent exchange of heat, water vapor, and momentum over a Tibetan prairie by eddy covariance and flux variance measurements, J. Geophys. Res., 109, D21106, doi:10.1029/2004JD004767,2004. (Pubitemid 40191151)
9. Choudhury, B. J. and Monteith, J. L.: A four-layer model for the heat budget of homogeneous land surfaces, Q. J. Roy. Meteorol. Soc., 114, 373-398, 1988.
10. Choudhury, B. J., Idso, S. B., and Reginato, R. J.: Analysis of an empirical model for soil heat flux under a growing wheat crop for estimating evaporation by infrared-temperature based energy balance equation, Agric. For. Meteorol., 39, 283-297, 1987.
11. Clothier, B. E., Clawson, K. L., Pinter, P. J., Moran, M. S., Reginato, R. J., and Jackson, R. D.: Estimating of soil heat flux from net radiation during the growth of alfalfa, Agric. For. Meteorol., 37, 319-329, 1986.
12. Daughtry, C. S. T., Kustas, W. P., Moran, M. S., Pinter, P. J., Jackson, R. D., Brown, P. W., Nichols, W. D., and Gay, L. W.: Spectral estimates of net radiation and soil heat flux, Rem. Sens. Environ., 32, 111-124, 1990.
13. Hook, S. J., Gabell, A. R., Green, A. A., and Kealy, P. S.: A comparison of techniques for extracting emissivity information from thermal infrared data for geologic studies, Rem. Sens. Environ., 42, 123-135, 1992.
14. Jia, L., Menenti, M., and Wang, J.: Estimation of area roughness length for momentum using remote sensing data and measurements in field, Chinese J. Atmos. Sci., 23, 632-640, 1999 (in Chinese with English abstract).
15. Kahle, A. B. and Alley, R. E.: Separation of temperature and emittance in remotely sensed radiance measurements, Rem. Sens. Environ., 42, 107-112, 1992.
16. Kenizys, F. X., Abreu, L. W., Anderson, G. P., et al.: The MODTRAN3/ 2 report and LODTRAN 7 model, edited by: Abreu, L. W. and Andson, G. P., contract F19628-91-C-0132,Phillips Lab., Geophys. Dir., Hanscom Air Force Base, Mass., 1996.
17. Koepke, P., Kriebel, K. T., and Dietrich, B.: The effect of surface reflection and of atmospheric parameters on the short wave radiation budget, Adv. Space Res., 5, 353-354, 1985.
18. Kustas, W. P., Choudhury, B. J., Moran, M. S., Reginato, R. J., Jackson, R. D., Gay, L. W., and Weaver, H. L.: Determination of sensible heat flux over sparse canopy using thermal infrared data, Agric. For. Meteorol., 44, 197-216, 1989.
19. Kustas, W. P.: Estimates of evapotransiration with a one-and twolayer model of heat transfer over partial canopy cover, J. Appl. Meteorol., 29, 704-715, 1990.
20. Kustas, W. P. and Daughtry, C. S. T.: Estimation of the soil heat flux/net radiation ratio from spectral data, Agric. For. Meteorol., 39, 205-223, 1990.
21. Kustas, W. P. and Norman, J. M.: A two-source approach for estimating turbulent fluxes using multiple angle thermal infrared observations, Water Resour. Res., 33, 1495-1508, 1997.
22. Li, Z.-L. and Becker, F.: Feasibility of land surface temperature and emissivity determination from AVHRR data, Rem. Sens. Environ., 43, 67-85, 1993.
23. Liang, S.: Narrowband to broadband conversions of land surface albedo I Algorithms [J], Rem. Sens. Environ., 76, 213-238, 2000. (Pubitemid 32442457)
24. Liou, K. N.: An introduction to atmospheric radiation (Second Edition), China Meteorol. Press, Beijing, China, 2004.
25. Ma, W.: Estimating regional heat surface fluxes over heterogeneous landscapes of the Tibetan Plateau by using ASTER data, PhD Thesis, Chinese Academy of Sciences, 2007.
26. Ma, Y. and Tsukamoto, O.: Combining Satellite Remote Sensing With Field Observations for Land Surface Heat Fluxes Over Inhomogeneous Landscape, China Meteorol. Press, Beijing, China, 2002.
27. Ma, Y., Tsukamoto, O., Wang, J., Ishikawa, H., and Tamagawa, I.: Analysis of aerodynamic and thermodynamic parameters over the grassy marshland surface of Tibetan Plateau, Prog. Nat. Sci., 12, 36-40, 2002a.
28. Ma, Y., Su, Z., Li, Z.-L., Koike, T., and Menenti, M.: Determination of regional net radiation and soil heat flux densities over heterogeneous landscape of the Tibetan Plateau, Hydrol. Processes, 16(15), 2963-2971, 2002b.
29. Ma, Y., Su, Z., Koike, T., Yao, T., Ishikawa, H., Ueno, K., and Menenti, M.: On measuring and remote sensing surface energy partitioning over the Tibetan Plateau-From GAME/Tibet to CAMP/Tibet, Phys. Chem. Earth, 28, 63-74, 2003a.
30. Ma, Y., Ishikawa, H., Tsukamoto, O., Menenti, M., Su, Z., Yao, T., Koike, T., and Yasunari, T.: Regionalization of surface fluxes over heterogeneous landscape of the Tibetan Plateau by using satellite remote sensing, J. Meteorol. Soc. Jpn., 81, 277-293, 2003b. (Pubitemid 36906499)
31. Ma, Y., Fan, S., Ishikawa, H., Tsukamoto, O., Yao, T., Koike, T., Zuo, H., Hu, Z., and Su, Z.: Diurnal and inter-monthly variation of land surface heat fluxes over the central Tibetan Plateau area, Theor. Appl. Climatol., 80, 259-273, 2005.
32. Ma, Y., Zhong, L., Su, Z., Ishikawa, H.,Menenti, M., and Koike, T.: Determination of regional distributions and seasonal variations of land surface heat fluxes from Landsat-7 Ehanced Thematic Mapper data over the central Tibetan Plateau area, J. Geophys. Res., 111, D10305, doi:10.1029/2005JD006742, 2006. (Pubitemid 44054822)
33. Ma, Y.: Determination of regional surface heat fluxes over heterogeneous landscapes by integrating satellite remote sensing with boundary layer observations, PhD Thesis, Wageningen University, 2006.
34. Menenti, M., Bastiaanssen, W. G. M., and Van Eick, D.: Determination of hemispheric albedo with Thematic Mapper data, Rem. Sens. Environ., 28, 327-337, 1989. (Pubitemid 20402430)
35. Menenti, M., Bastiaanssen,W. G. M., Hefny, K., and Abd EI Karim, M. H.: Mapping of ground water losses by evaporation in the Western Desert of Egypt, Rep. 43, p. 1-116, DLO Winand Staring Cent., Wageningen, Netherlands, 1991.
36. Menenti, M. and Choudhury, B. J.: Parameterization of land surface evaporation by means of location dependent potential evaporation and surface temperature range, in: Exchange Processes at the Land Surface for a Range of Space and Time Scales, edited by: Bolle, H. J., Feddes, R. A., and Kalma, J. D., IAHS Publ., 212, 561-568, 1993.
37. Norman, J. M., Kustas, W. P., and Humes, K. S.: A two-source approach for estimating soil and Vegetation energy fluxes from observations of directional radiometric surface temperature, Agric. For. Meteorol., 77, 263-293, 1995.
38. Paulson, C. A.: The mathematic representation of wind speed and temperature profiles in the unstable atmospheric surface layer, J. Appl. Meteorol., 9, 856-861, 1970.
39. Pinker, R. T.: Satellites and our understanding of the surface energy balance, Paleogr. Palaeoclimatol. Palaeoecol., 82, 321-342, 1990.
40. Price, J. C.: Estimating vegetation amount from visible and near infrared albedo, Rem. Sens. Environ., 41, 29-34, 1992.
41. Qi, J., Chehbouni, A., Huete, A. R., Kerr, Y. H., and Sorooshian, S.: A modified soil adjusted vegetation index, Rem. Sens. Environ., 48, 119-126, 1994.
42. Kato. S. and Yamaguchi, Y.: Analysis of urban heat-island effect using ASTER and ETM+ Data: Separation of anthropogenic heat discharge and natural heat radiation from sensible heat flux, Rem. Sens. Environ., 99, 44-54, 2005.
43. Schmugge, T. J., Hook, S., and Kahle, A.: TIMS observation of surface emissivity in HAPEX-Sahel, paper presented at International Geoscience and Remote Sensing Symposium, Inst. of Electr. and Electron. Eng., Florence, Italy, July, 1995.
44. Sellers, P. J., Rasool, S. I., and Bolle, H. J.: A review of satellite data algorithms for studies of the land surface, B. Am. Meteorol. Soc., 71, 1429-1447, 1990.
45. Shunlin Liang: Narrowband to broadband conversions of land surface albedo, Rem. Sens. Environ., 76, 213-238, 2001.
46. Sobrino, J. A. and Raissouni, N.: Toward remote sensing methods for land cover dynamic monitoring: application to Morocco, Int. J. Rem. Sens., 21(2), 353-366, 2000.
47. Stanhill, G.: A simple instrument for the ground measurement of turbulent diffusion flux, J. Appl. Meteorol., 8, 509-513, 1969.
48. Su, Z.: The Surface Energy Balance System (SEBS) for estimation of turbulent heat fluxes, Hydrol. Earth Syst. Sci., 6, 85-100, 2002, http://www.hydrol-earth-syst-sci.net/6/85/2002/.
49. Susskind, J., Rosenfield, J., Renter, D., and Chahine, M. T.: Remote sensing of weather and climate parameters from HIRS2/MSU on TIROS-N, J. Geophys. Res., 89, 4677-4697, 1984.
50. Tucker, C. J. (Ed.): Monitoring the grasslands of semi-arid Africa using NOAA AVHRR data, Int. J. Remote Sens., 7-11, 1383-1622, 1986.
51. Wan, Z. and Dozier, J.: Land surface temperature measurement from space: Physical principles and inverse modelling, IEEE Trans. Geosci. Remote Sens., 27, 268-278, 1989.
52. Wang, J., Ma, Y., Menenti, M., Bastiaanssen, W. G. M., and Mistsuta, Y.: The scaling-up of processes in the heterogeneous landscape of HEIFE with the aid of satellite remote sensing, J. Meteorol. Soc. Jpn., 73, 1235-1244, 1995.
53. Watson, K., Kruse, F., and Hummer-Miler, S.: Thermal infrared exploration in the Carlin trend, Geophysics, 55, 70-79, 1990.
54. Oku, Y. and Ishikawa, H.: Estimation of Land Surface Temperature over the Tibetan Plateau Using GMS Data, J. Appl. Meteorol., 43, 548-561, 2004.
55. Oku, Y., Ishikawa, H., and Su, Z.: Estimation of Land Surface Energy Fluxes over the Tibetan Plateau using GMS Data, J. Appl. Meteorol. Climatol., 46(2), 183-195, 2007.
56. Yamaguchi, Y., Kahle, A. B., Tsu, H., Kawakami, T., and Pniel, M.: Overview of the Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER), Trans. Geosci. Remote Sens., 36(4), 1062-1071, 1998.
57. Yanai, M., Li, C., and Song, Z.: Seasonal heating of the Tibetan Plateau and its effects on the evolution of the Asian summer monsoon, J. Meteorol. Soc. Jpn., 70, 319-351, 1992.
58. Yang, K., Tamai, N., and Koike, T.: Analytical solution of surface layer similarity equations, J. Appl. Meteorol., 40, 1647-1653, 2001.
59. Yang, K., Koike, T., Fujii, H., Tamagawa, K., and Hirose, N.: Improvement of surface flux parameterizations with a turbulencerelated length, Q. J. Roy. Meteorol. Soc., 128B, 2073-2088, 2002.
60. Yang, K., Koike, T., and Yang, D.: Surface flux parameterization in the Tibetan Plateau, Bound. Lay. Meteorol., 116, 245-262, 2003.
61. Yang, K., Koike, T., Ishikawa, H., and Ma, Y.:, Analysis of the surface energy budget at a site of GAME/Tibet using a singlesource model, J. Meteorol. Soc. Jpn., 82, 131-153, 2004.
62. Ye, D. and Gao, Y.: The Meteorology of the Qinghai-Xizang (Tibet) Plateau, Sci. Press, Beijing, p. 1-278, 1979 (in Chinese).
63. Ye, D.: Some characteristics of the summer circulation over the Qinghai-Xizang (Tibet) Plateau and its neighborhood, B. Am. Meteorol. Soc, 62, 14-19, 1981.
64. Ye, D. andWu, G.: The role of the heat source of the Tibetan Plateau in the general circulation, Meteorol. Atmos. Phys., 67, 181-198, 1998.
65. Zuo, H., Hu, Y., Li, D., Lu, S., and Ma, Y.: Seasonal transition and its boundary characteristics in Amdo area of Tibetan Plateau, Prog. Nat. Sci., 15, 239-245, 2005.