52
Views
2
CrossRef citations to date
0
Altmetric
Original Articles

Assessing the Potential of Space‐borne C‐band SAR Data for Spatial Soil Moisture Information over a Large Area

&
Pages 65-75 | Published online: 02 Jan 2008

References

  • Altese , E. , Bolognani , O and Mancini , Marco . 1996 . Retrieving soil moisture over bare soil from ERS 1 synthetic aperture radar data: Sensitivity analysis based on a theoretical surface scattering model and field data . Water Resources Research , 32 ( 3 ) : 653 – 661 .
  • Benedetti , R. 1994 . Vegetation classification in the middle Mediterranean area by satellite data . International Journal of Remote Sensing , 15 : 583 – 596 .
  • Blanchard , A. J. and Chang , A. T.C. 1983 . Estimation of soil moisture from SEASAT SAR data . Water Res. Bull. , 19 : 803 – 810 .
  • Brisco , B. , Pultz , T. J. , Brown , R. J. , Topp , G. C. , Hares , M. A. and Zebchock , W. D. 1992 . Soil moisture measurement using portable dielectric probes and time domain reflectometry . Water Resourses , 28 : 1339 – 1346 .
  • Byrne , G. R. , Crapper , P. F and Mayo , K. K. 1980 . Monitoring land cover changes by principal component of multi‐temporal Landsat data . Remote Sensing of Environment , 10 : 175 – 184 .
  • Chen , K. S. , Yen , S. K. and Huang , W. P. 1995 . A simple model for retrieving bare soil moisture from radar scattering coefficients . Remote Sensing of Environment , 54 : 121 – 126 .
  • Cihlar , Joseph , Pultz , Terry J. and Graey , A. L. 1992 . Change detection with synthetic aperture radar . International Journal of Remote Sensing , 13 ( 3 ) : 404 – 414 .
  • Dobson , M. C. and Ulaby , F. T. 1981 . Microwave backscatter dependence on soil moisture, surface roughness and soil texture part III‐ soil tension . IEEE Trans. Geosci. Rem. Sens. , 19 ( 1 ) : 51 – 61 .
  • Dobson , M. C. , Ulaby , F. T. , Hallikainen , M. T. and El-Rayes , M. A. 1985 . Microwave dielectric behavior of wet soil‐ part II‐ Dielectric mixing models . IEEE Trans. Geosci. Rem. Sens. , 23 ( 1 ) : 35 – 46 .
  • Dobson , M. C. and Ulaby , F. T. 1986 . Preliminary evaluation of the SIR‐B response to soil moisture, surface roughness and crop canopy cover . IEEE Trans. Geosci. Rem. Sens. , 24 ( 4 ) : 517 – 526 .
  • Eklundh , L. and Singh , A. 1993 . A comparative analysis of standardized and unstandardized principal component analysis in remote sensing . Int. J. Remote Sens. , 14 : 1359 – 1370 .
  • Dubois , P. C. , van Zyl , J. J. and Engman , E. T. 1995 . Measuring soil moisture with imaging radars . IEEE Trans. Geosci. Rem. Sens. , 33 ( 4 ) : 915 – 926 .
  • Fung , A. K. , Li , Z. and Chen , K. S. 1992 . Backscattering from a randomly rough dielectric surface . IEEE Trans. Geo. Rem. Sens. , 30 : 356 – 369 .
  • Fung and LeDrew , L. 1987 . Application of principal component analysis to change detection . Photogrammetric Engineering and Remote Sensing , 53 : 1649 – 1658 .
  • Huaibin , Geng , Q. Hugh , J. Gwyn , Brisco , Brian , Boisvert , Johann and Brown , R. J. 1996 . Mapping of soil moisture from C‐Band radar images . Canadian Journal of Remote Sensing , 22 ( 1 ) : 117 – 126 .
  • Hallikainen , M. C. , Ulaby , F. T. , Dobson , M. T. , El-Rayes , M. A. and Lin-Kun , Wu . 1985 . Microwave dielectric behavior of wet soil‐part I‐ Empirical models and experimental observations . IEEE Trans. Geosci. Rem. Sens. , 23 ( 1 ) : 25 – 34 .
  • Henebry , G. M and Rieck , D. R. 1996 . Applying principal component analysis to image time series: effects on scene segmentation and spatial structure . Proc. IGARSS'96 , : 448 – 450 .
  • Jackson , T. J. 1990 . Laboratory evaluation of a field portable dielectric/soil moisture probes . IEEE Trans. on Geosci. and Remote Sens. , 28 ( 1 ) : 148 – 151 .
  • Jha , R. , Herath , S. and Musiake , K. 2000 . River network solution for a distributed hydrological model and applications . Hydrological Processes , 14 : 575 – 592 .
  • Laur , H. , Bally , P. Meadows , P. 1998 . ERS SAR calibration: Derivation of backscattering coefficient in ESA ERS SAR PRI products , ESA publication . Document No.: ES-TN-RS-PM-HL09, Issue 2, Rev. 5b
  • Lopes , A. , Nezry , E. , Touzi , R. and Laur , H. 1993 . Structure detection and statistical adoptive speckle filtering in SAR images . International Journal of Remote Sensing , 14 ( 9 ) : 1735 – 1758 .
  • Martin , R. D. Jr. , Ghanssem , A. and Kanemasu , E. T. 1989 . C‐band scatterometer measurements of a tall grass prairie . Remote Sensing of Environment , 29 : 281 – 292 .
  • Mo , T. , Schmugge , T. J. and Choudhary , B. J. 1980 . “ Calculations of the spectral nature of the microwave emissions from soils ” . In NASA Tech. Memo 82002 Greenbelt, M.D.
  • Musiake , Katumi , Nakaegawa , T. , Koike , M. and Oki , T. 1997 . Soil moisture measurement using active microwave remote sensing ‐II outdoor experiment . Journal of Japan Soc. Hydrol. and Water Resour. , 10 ( 6 ) : 588 – 596 .
  • Romshoo , S. A. , Koike , M. , Hironaka , S. , Nakaegawa , T. and Mushiake , K. Monitoring of Paddy Crop Growth with Active Microwave Radar‐Possibilities and Difficulties . Proceedings of the 26th Japanese Society of Remote Sensing and Photogrammetry Conference . May 19-21 1999 , Tokyo. pp. 29 – 32 . Chiba University .
  • Romshoo , S. A. , Yang , D. , Oki , T. and Musiake , K. Soil Moisture Estimation Using Microwave Remote Sensing Techniques and simulation Modeling . Proceedings of the 2000 Annual Conference . August 6-8 2000 , Kyoto, Japan. pp. 146 – 147 . Japan Society of Hydrology and Water Resources .
  • Saatchi , S. S. and Moghaddam , Mahta . 1994 . Estimation of crown and stem water content and biomass of boreal forest using polarimetric SAR imagery . IEEE Transactions on Geoscience and Remote Sensing , 38 ( 2 ) : 697 – 709 .
  • Shepherd , Nick . 1998 . Extraction of beta naught and sigma naught from RADARSAT CDPF products , Ottawa, Ontario, Canada : ALTRIX Systems . Report No.: AS 97-5001
  • Shi , J. C. , Wang , J. , O'Neill , P. E. and Engman , E. T. 1995 . Estimation of bare surface soil moisture and surface roughness parameters using L‐band SAR measurements . Proc. IEEE Trans. Geosci. Remote Sens. , 1 : 507 – 509 .
  • Silva , A. , Herath , S. and Musiake , K. 2000 . Assessment of energy consideration on the description of hydrological processes modeling evaporation . Annual Journal of Hydraulic Engineering , 44 : 163 – 168 .
  • Ulaby , F. T. 1974 . Radar measurements of soil moisture content . IEEE Trans. on Antennas Propagation , AP-22 ( 2 ) : 27 – 265 .
  • Ulaby , F. T. , Bradley , G. A. and Dobson , M. C. 1979 . Microwave backscatter dependence on surface roughness, soil moisture and soil texture: Part II—bare soil . IEEE Trans. on Geosci. Rem. Sens. , 16 : 286 – 295 .
  • Ulaby , F. T. , Moore , R. K. and Fung , A. K. 1986 . Microwave remote sensing: Active and passive , Vol. III , Norwood, MA : Artech House, Inc. .
  • Ulaby , F. T. SAR biophysical retrievals: lesson learned and the challenges ahead . Proceedings of the workshop on Retrieval of bio‐ and geo‐physical parameters from SAR for land applications . Oct. 21-23 1998 , Netherlands.
  • Ugsang , Donald M. 2000 . Assessment of Space‐borne SAR Remote Sensing for Monitoring Soil Moisture , Thailand : AIT . dissertation No. SR-00-2
  • Verhoest , N. , Torch , P. A. Paniconi , C. Spatial soil moisture mapping through multi‐temporal analysis of ERS‐SAR PRI data . Proceedings of 3rd ERS symposium . 1997 , Florence, Italy. pp. 99 – 102 .
  • Villasenor , J. D. , Fatland , D. R. and Hinzman , L. D. 1993 . Change detection on Alaska's North slope using repeat pass ERS‐1 SAR images . IEEE Trans. Geosci. Rem. Sens. , 31 ( 1 ) : 227 – 236 .
  • Wang , J. R. , Hsu , A. , Shi , J. C. , O'Neill , P. E. and Engman , E. T. 1997 . A comparison of soil moisture retrieval models using SIR‐C measurements over the little Washita river watershed . Remote Sensing of Environment , 59 : 308 – 320 .
  • Weydahl , D. J. 1992 . Temporal change detection in ERS-1 SAR images . Proceedings of IGARSS 1992 , II : 1346 – 1348 .
  • Wilheit , T. T. Jr. 1975 . “ Radiative transfer in a plane stratified dielectric ” . In NASA Report X-911-75-66 , 19 Greenbelt, M.D. : Goddard Space Flight Center .
  • Yang , D. , Herath , S. and Musiake , K. 2000 . Comparison of different distributed hydrological models for characterization of catchment spatial variability . Hydrological Processes , 14 : 403 – 416 .

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.