156
Views
20
CrossRef citations to date
0
Altmetric
Original Articles

A method for retrieving soil moisture in Tibet region by utilizing microwave index from TRMM/TMI data

, , , , &
Pages 2903-2923 | Received 23 Jun 2006, Accepted 23 Apr 2007, Published online: 29 Apr 2008

References

  • Ahmed , N. U. 1995 . Estimating soil moisture from 6.6 GHz dual polarization, and/or satellite derived vegetation index. . International Journal of Remote Sensing , 16 : 687 – 708 .
  • Burke , E. J. , Shuttleworth , W. J. and Houser , R. 2004 . Impact of horizontal and vertical heterogeneities on retrievals using multiangle microwave brightness temperature data. . IEEE Transactions on Geoscience and Remote Sensing , 42 : 1495 – 1501 .
  • Bindlish , R. , Jackson , T. J. , Wood , E. , Gao , H. , Starks , P. , Bosch , D. and Lakshmi , V. 2003 . Soil moisture estimates from TRMM microwave imager observations over the southern United States. . Remote Sensing of Environment , 85 : 507 – 515 .
  • Calvet , J. C. , Wigneron , J. P. , Mougin , E. , Kerr , Y. H. and Brito , J. S. 1994 . Plant water content and temperature of the Amazon forest from satellite microwave radiometry. . IEEE Transactions on Geoscience and Remote Sensing , 32 : 397 – 408 .
  • Chen , K. S. , Wu , T. D. T. , Tsang , L. , Li , Q. , Shi , J. C. and Fung , A. K. 2003 . Emission of Rough Surfaces Calculated by the Integral Equation Method With Comparison to Three‐Dimensional Moment Method Simulation. . IEEE Transactions on Geoscience and Remote Sensing , 41 : 90 – 101 .
  • Chen , K. S. , Wu , T. D. and Fung , A. K. 2000 . A note on the multiple scattering in an IEM model. . IEEE Transactions on Geoscience and Remote Sensing , 38 : 249 – 256 .
  • Choudhury , B. J. and Golus , R. E. 1988 . Estimating soil wetness using satellite data. . International Journal of Remote Sensing , 9 : 1251 – 1257 .
  • Choudhury , B. J. and Tucker , C. J. 1987 . Monitoring global vegeation using Nimbus‐7 37 GHz data some emrical relation. . International Journal of Remote Sensing , 9 : 1085 – 1090 .
  • Calvet , J. C. , Wigneron , J. P. , Mougin , E. , Kerr , Y. H. and Brito , J. S. 1994 . Plant water content and temperature of the Amazon forest from satellite microwave radiometry. . IEEE Transactions on Geoscience and Remote Sensing , 32 : 397 – 408 .
  • Cmaillo , P. T. and Schmugge , T. S. 1983 . Estimating soil moisture storage in the root zone from surface measurements. . Soil Science , 135 : 245
  • Eagleman , J. R. and Lin , W. C. 1976 . Remote sensing of soil moisture by a 21‐cm passive radiometer. . Journal of Geophysical Research , 81 : 3660 – 3666 .
  • Fung , A. K. , Li , Z. and Chen , K. S. 1992 . Backscattering from a randomly rough dieletric surface . IEEE Transactions on Geoscience and Remote Sensing , 30 : 356 – 369 .
  • Fung , A. K. Microwave Scattering and Emission Models and Their Applications, Artech House Inc. 1994
  • Gao , H. , E. Wood , F. , Drusch , M. , Jackson , T. and Bindlish , R. 2006 . Using TRMM/TMI to retrieve soil moisture over the southern United States from 1998 to 2002. . Journal of Hydrometeorology , 7 : 23 – 38 .
  • Goddard Earth Sciences Data and Information Services Center, Distributed Active Archive Center . TRMM Microwave Imager (TMI) LEVEL 1B Calibrated Brightness Temperature (TB) Product [EB]. October 28, 2005
  • Griend van de , A. A. and Owe , M. 1994 . Microwave vegetation optical depth and inverse modeling of soil emissivity using Nimbus/SMMR satellite observations. . Meteorology and Atmospheric Physics , 54 : 225 – 239 .
  • Griend van de , A. A. , Owe , M. , Ruiter , J. d. and Gouweleeuw , B. T. 1996 . Measurement and behavior of dual‐polarization vegetation optical depth and single scattering albedo at 1.4 and 5 GHz microwave frequencies. . IEEE Transactions on Geoscience and Remote Sensing , 34 : 957 – 965 .
  • Griend van de , A. A. , Wigneron , J. P. and Waldteufel , P. 2003 . Consequences of surface heterogeneity for parameter retrieval from 1.4‐GHz multiangle SMOS observations. . IEEE Transactions on Geoscience and Remote Sensing , 41 : 803 – 811 .
  • Gu , S. , Gao , H. , Zhu , Y. , Zhao , B. , Lu , N. and Zhang , W. 2002 . Remote sensing land surface wetness by use of TRMM/TMI microwave data. . Meteorology and Atmospheric Physics , 80 : 59 – 63 .
  • Jackson , T. J. , Schmugge , T. and Wang , J. 1982 . Passive microwave remote sensing of soil moisture under vegetation canopies. . Water Resources Research , 18 : 1137 – 1142 .
  • Jackson , T. J. and O'Neill , P. E. 1990 . Attenuation of soil microwave emissision by corn and soybeans at 1.4 and 5 GHz. . IEEE Transactions on Geoscience and Remote Sensing , 28 : 978 – 980 .
  • Jackson , T. J. and Schmugge , T. J. 1991 . Vegetation effects on the microwave emission from soils. . Remote Sensing of Environment , 36 : 203 – 219 .
  • Jackson , T. J. 1993 . Measuring surface soil moisture using passive microwave remote sensing. . Hydrological Processes , 7 : 139 – 152 .
  • Jackson , T. J. 1997 . Soil moisture estimation using special satellite microwave/imager satellite data over a grassland region. . Water Resources Research , 33 : 1485 – 1484 .
  • Jackson , T. J. and Hsu , A. Y. 2001 . Soil moisture and TRMM microwave imager relationships in the South Great Plians 1999 (SGP99) experiment. . IEEE Transactions on Geoscience and Remote Sensing , 39 : 1632 – 1642 .
  • Jackson , T. J. , Gasiewski , A. J. , Oldak , A. , Klein , M. , Njoku , E. G. , Yevgrafov , A. , Christiani , S. and Bindlish , R. 2002 . Soil moisture retrieval using the C‐band polarimetric scanning radiometer during the southern great plains 1999 experiments. . IEEE Transactions on Geoscience and Remote Sensing , 40 : 2151 – 2161 .
  • Kerr , Y. H. and Njoku , E. G. 1993 . On the use of passive microwaves at 37 GHz in remote sensing of vegetation. . International Journal of Remote Sensing , 14 : 1931 – 1943 .
  • Kerr , Y. H. , Waldteufel , P. , Wigneron , J. P. , Martinuzzi , J. M. , Font , J. and Berger , M. 2001 . Soil moisture retrieval from space: The soil moisture and ocean salinity (SMOS) mission. . IEEE Transactions on Geoscience and Remote Sensing , 39 : 1729 – 1735 .
  • LoSeen , D. , Chehbouni , A. , Njoku , E. and Saatchi , S. A modeling study on the use of passive microwave data for the monitoring of sparsely vegetated land surfaces, in Proc. IEEE Geoscience and Remote Sensing Symp. (IGARSS'95), Florence, Italy
  • Ma , Y. M. , Tsukamoto , O. , Wang , J. M. , Hirohiko , I. and Ichiro , T. 2002 . Analysis of aerodynamic and thermodynamic parameters over the grassy marshland surface of Tibetan plateau. . Progress in Natural Sciences , 12 (1) : 36 – 40 .
  • Mãtzler , C. 1990 . Seasonal evolution fo microwave radiation from an oat field. . Remote Sensing of Environment , 31 : 161 – 173 .
  • Meesters , A. G. C. , De Jeu R. A. , M. and Owe , M. 2005 . Analytical derivation of derivation of the vegetation optical depth from the microwave polarization difference index. . IEEE Transactions on Geoscience and Remote Sensing Letters , 2 : 121 – 123 .
  • National Space Development Agency of Japan, Earth Observation Center . TRMM Users Handbook [EB], February 2001
  • Njoku , E. G. AMSR Land Surface Parameters: Algorithm Theoretical Basis Document Version 2.0, November 10, 1997
  • Njoku , E. G. and Li , Li . 1999 . Retrieval of land surface parameters using passive microwave meaurements at 6–18 GHz. . IEEE Transactions on Geoscience and Remote Sensing , 37 : 79 – 93 .
  • Njoku , E. G. , Jackson , T. J. , Lakshmi , V. , Chan , T. K. and Nghiem , S. V. 2003 . Soil moisture retrieval from AMSR‐E. . IEEE Transactions on Geoscience and Remote Sensing , 41 : 215 – 229 .
  • Njoku , E. G. and Patel , I. R. Observations of the seasonal variability of soil moisture and vegetation cover over Africa using satellite microwave radiometry, in Proc. ISLSCP Conf., Rome, Italy, Dec. 2–6, 1985; Eur. Space Agency, Paris, France, ESA SP‐248, 1986
  • O'Nell , P. E. , Jackson , T. J. , Blanchard , B. J. , Wang , J. R. and Gould , W. 1984 . Effects of corn stalk orientation and water content on passive microwave sensing of soil moisture. . Remote Sensing of Environment , 16 : 55 – 67 .
  • Owe , M. , Richard de , J. and Walker , J. 2001 . A methodology for surface soil moisutre and vegetation optical depth retrieval using the microwave polarization difference index. . IEEE Transactions on Geoscience and Remote Sensing , 39 : 1643 – 1654 .
  • Owe , M. , Chang , A. and Golus , R. E. 1988 . Estimating surface soil moisture from satellite microwave measurements and a satellite‐derived vegetation index. . Remote Sensing of Environment , 24 : 131 – 345 .
  • Owe , M. , Griend , A. V. and Chang , A. T. C. 1992 . Surface moisture and satellite microwave observations in semiarid southern Africa. . Water Resource Research , 28 : 829 – 839 .
  • Pampaloni , P. and Paloscia , S. 1985 . Experimental relationship between microwave emission and vegetation feafures. . International Journal of Remote Sensing , 6 : 315 – 323 .
  • Paloscia , S. and Pampaloni , P. 1988 . Microwave polarization index for monitoring vegetation growth. . IEEE Transactions on Geoscience and Remote Sensing , 26 : 617 – 621 .
  • Paloscia , S. , Giovanni , M. , Santi , E. and Koike , T. 2001 . A multifrequency algorithm for the retrieval of soil moisture on a large scale using microwave data from SMMR and SSM/I satellites. . IEEE Transactions on Geoscience and Remote Sensing , 39 : 1655 – 1661 .
  • Paloscia , S. and Pampaloni , P. 1984 . Short communications microwave remote sensing of plant water stress. . Remote Sensing of Environment , 16 : 249 – 255 .
  • Schwank , M. , Mätzler , C. , Guglielmetti , M. and Flühler , H. 2005 . L‐band radiometer measurements of soil water under growing clover grass. . IEEE Transactions on Geoscience and Remote Sensing , 43 : 2225 – 2237 .
  • Schmugge , T. , Gloersen , P. , Wilheit , T. T. and Geiger , F. 1974 . Remote sensing of soil moisture with microwave radiometers. . Journal of Geophysical Research , 79 : 317 – 323 .
  • Schmugge , T. J. , O'Neill , P. E. and Wang , J. R. 1986 . Passive Microwave Soil Moisture Research(J). . IEEE Transactions on Geoscience and Remote Sensing , GE‐24 : 12 – 20 .
  • Shi , J. C. , Jiang , L. M. , Zhang , L. X. , Chen , K. S. , Wigneron , J. P. and André , C. 2005 . A parameterized multifrequency‐polarization surface emission model. . IEEE Transactions on Geoscience and Remote Sensing , 43 : 2831 – 2841 .
  • Tanaka , L. , Hirohiko , I. , Taiichi , H. , Ichiro , T. and MA , Y. M. 2001 . Surface energy budget at amdo on Tibetan Plateau using GAME/Tibet IOP'98 data. . Journal of the Meteorological Society of Japan , 79 (1B) : 505 – 517 .
  • “ TRMM Data Users Handbook, National Space Development Agency of Japan, Earth Observation Center, February 2001 ” . (http://www.eorc.jaxa.jp/TRMM/document/text/handbook_e.pdf)
  • Tsang , L. and Newton , R. W. 1982 . Microwave emission from soils with rough surfaces. . Journal of Geophysical. Research , 87 : 9017 – 9024 .
  • Ulaby , F. T. , Moore , R. K. and Fung , A. K. Microwave Remote Sensing: Active and Passive Dedham, MA: Artech House, 1986, vol. 3
  • Wang , J. R. and Choudhury , B. J. 1981 . Remote sensing of soil moisture content over bare field at 1.4 GHz frequency. . Journal of Geophysical Research , 86 : 5277 – 5282 .
  • Wang , J. R. , O'Neill , P. E. , Jackson , T. J. and Engman , E. T. 1983 . Multifrequency measurements of the effects of soil moisture, soil texture, and surface roughness. . IEEE Transactions on Geoscience and Remote Sensing , 21 : 44 – 51 .
  • Wigneron , J. P. , Parde , M. , Waldteufel , P. , Chanzy , A. , Kerr , Y. , Schmidl , S. and Skou , N. 2004 . Characterizing the dependence of vegeation model parameters on crop structure, incidence angle, and polarization at L‐band. . IEEE Transactions on Geoscience and Remote Sensing , 42 : 416 – 425 .
  • Wang , J. R. and Schmugge , T. J. 1980 . An empirical model for the complex dielectric permittivity of soil as a function of water content. . IEEE Transactions on Geoscience and Remote Sensing , 39 : 288 – 295 .
  • Wang , J. R. 1985 . Effect of vegetation on soil moisture sensing observed from orbiting microwave radiometers. . Remote Sensing of Environment , 17 : 141 – 151 .
  • Wu , T. D. , Chen , K. S. , Shi , J. and Fung , A. K. 2001 . A transition model for the reflection coefficient in surface scattering. . IEEE Transactions on Geoscience and Remote Sensing , 39 : 2040 – 2050 .

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.