Calibration of Roughness Parameters Using Rainfall-Runoff Water Balance for Satellite Soil Moisture Retrieval

Journal of Hydrologic Engineering

Volumn 17, Issue 6, 2012, Pages 704-714

  Al Shrafany, Deleen ^a   Rico Ramirez, Miguel Angel ^a   Han, Dawei ^a  

^a UNIVERSITY OF BRISTOL   (United Kingdom)

Author keywords

Remote sensing; Soil Water; Surface roughness; Water balance

Indexed keywords

CALIBRATION DATA; CALIBRATION METHOD; ENGLAND; GROUND TRUTH; HYDROLOGIC APPLICATIONS; HYDROLOGIC DATA; LARGE REGIONS; RAINFALL RUNOFF; RIVER RUNOFFS; ROUGHNESS PARAMETERS; SATELLITE DATA; SATELLITE RADIOMETER; SATELLITE SENSORS; SATELLITE SOIL MOISTURE; SENSING DEVICES; SOIL WATER; STRONG LINK; SURFACE ROUGHNESS PARAMETERS; SURFACE SOIL MOISTURE; WATER BALANCE; WATER STORAGE;

CALIBRATION; CATCHMENTS; RAIN; REMOTE SENSING; RUNOFF; SATELLITES; SOIL MOISTURE; SURFACE ROUGHNESS;

SOIL SURVEYS;

CALIBRATION; PARAMETERIZATION; RAINFALL-RUNOFF MODELING; REMOTE SENSING; SATELLITE DATA; SATELLITE IMAGERY; SOIL MOISTURE; SURFACE ROUGHNESS; WATER BUDGET; WATER STORAGE;

ENGLAND; UNITED KINGDOM;

EID: 84862137621     PISSN: 10840699     EISSN: None     Source Type: Journal    
DOI: 10.1061/(ASCE)HE.1943-5584.0000508     Document Type: Article

References (50)

1. Allen R.G. Pereira L.S. Raes D. Smith M. Crop evapotranspiration: Guidelines for computing crop water requirements. FAO irrigation and drainage paper, Food and Agriculture 1998, Organization of the United Nations, Rome.
2. Bindlish R. Jackson T.J. Gasiewski A.J. Klein M. Njoku E. Soil moisture mapping and AMSR-E validation using the PSR in SMEX02. Remote Sens. Environ. 2006, 103(2):127-139. RSEEA7, 0034-4257, 10.1016/j.rse.2005.02.003.
3. Boughton W.C. Baseflow recessions. Australian Civil Eng. Trans. 1995, CE37(1):9-13. 0819-0259.
4. Bray M. Han D. Identification of support vector machines for runoff modelling. J. Hydroinf. 2004, 6(4):265-280. 1464-7141.
5. Flood estimation hand book 1999, Centre for Ecology and Hydrology (CEH), CEH, Oxfordshire, UK.
6. Cluckie I.D. Han D. Fluvial flood forecasting. Water Environ. Manage. 2000, 14(4):270-276. 10.1111/j.1747-6593.2000.tb00260.x.
7. Crow W.T. Drusch M. Wood E.F. An observation system simulation experiment for the impact of land surface heterogeneity on AMSR-E soil moisture retrieval. IEEE Trans. Geosci. Remote Sens. 2001, 39(8):1622-1631. IGRSD2, 0196-2892, 10.1109/36.942540.
8. De Jeu R.A. M. Owe M. Further validation of new methodology for surface moisture and vegetation optical depth retrieval. Int. J. Remote Sens. 2003, 24(22):4559-4578. IJSEDK, 0143-1161, 10.1080/0143116031000095934.
9. De Jeu R.A. M. Wagner W. Holmes T.R. H. Dolman A.J. Van de Giesen N.C. Friesen J. Global soil moisture patterns by space borne microwave radiometers and scatterometers. Surv. Geophys. 2008, 29(4-5):399-420. 0169-3298, 10.1007/s10712-008-9044-0.
10. Engman E.T. Application of microwave remote sensing of soil moisture for water resources and agriculture. Remote Sens. Environ. 1991, 35(2-3):213-226. RSEEA7, 0034-4257, 10.1016/0034-4257(91)90013-V.
11. Entekhabi D. Nakamura H. Njoku E. Solving the inverse problem for soil moisture and temperature profiles by sequential assimilation of multifrequency remotely sensed observations. IEEE Trans. Geosci. Remote Sens. 1994, 32(2):438-448. IGRSD2, 0196-2892, 10.1109/36.295058.
12. Hallikainen M.T. Ulaby F.T. Dobson M.C. El-Rayes M.A. Microwave dielectric behaviour of wet soil. Part 1: Empirical models and experimental observations. IEEE Trans. Geosci. Remote Sens. 1985, GE-23(1):25-34. IGRSD2, 0196-2892, 10.1109/TGRS.1985.289497.
13. Hammond M. Han D. Recession curve estimation for storm event separation. J. Hydrol. (Amsterdam) 2006, 330(3-4):573-585. JHYDA7, 0022-1694, 10.1016/j.jhydrol.2006.04.027.
14. Hammond M. Han D. Quantization analysis of weather radar data with synthetic rainfall. Stochastic Environ. Res. Risk Assess. 2008, 22(3):1436-3259. 1436-3240, 10.1007/s00477-007-0124-3.
15. Han D. Concise hydrology 2010, Ventus Publishing ApS, Fredericsberg, Denmark.
16. Han D. Bray M. Automated thiessen polygon generation. Water Resour. Res. 2006, 42(11):1-5. WRERAQ, 0043-1397, 10.1029/2005WR004365.
17. Han D. Chan L. Zhu N. Flood forecasting using support vector machines. J. Hydroinf. 2007, 9(4):267-276. 1464-7141, 10.2166/hydro.2007.027.
18. Han D. Cluckie I.D. Griffith R.J. Austin G. Using weather radars to measure rainfall in urban catchments. J. Urban Technol. 2000, 7(1):85-102. 1063-0732, 10.1080/713684102.
19. Han D. Kwong T. Li S. Uncertainties in real-time flood forecasting with neural networks. Hydrol. Processes 2007, 21(2):223-228. HYPRE3, 0885-6087, 10.1002/hyp.6184.
20. Jackson T.J. III Measuring surface soil moisture using passive microwave remote sensing. Hydrol. Processes 1993, 7(2):139-152. HYPRE3, 0885-6087, 10.1002/hyp.3360070205.
21. Jackson T.J. Schmugge T.J. Vegetation effects on the microwave emission of soils. Remote Sens. Environ. 1991, 36(3):203-212. RSEEA7, 0034-4257, 10.1016/0034-4257(91)90057-D.
22. Jackson T.J. Schmugge T.J. Wang J.R. Passive microwave sensing of soil moisture under vegetation canopies. Water Resour. Res. 1982, 18(4):1137-1142. WRERAQ, 0043-1397, 10.1029/WR018i004p01137.
23. Knisel W.G. Base flow recession analysis for comparison of drainage basins and geology. J. Geophys. Res. 1963, 68(12):3649-3653. JGREA2, 0148-0227, 10.1029/JZ068i012p03649.
24. Knowles K.W. Savoie M.H. Armstrong R.L. Brodzik M.J. AMSR-E/Aqua daily EASE-Grid brightness temperatures (2004-2005) 2006, and National Snow and Ice Data Centre, Digital Media, Boulder, CO.
25. Lakshimi V. Wood E. Choudhury B. Evaluation of special sensor microwave/imager satellite data for regional soil moisture estimation over the Red River Basin. J. Appl. Meteorol. 1997, 36(10):1309-1328. JOAMEZ, 0894-8763, 10.1175/1520-0450(1997)036<1309:EOSSMI>2.0.CO;2.
26. Li J. Islam S. On the estimation of soil moisture profile and surface fluxes partitioning from sequential assimilation of surface layer soil moisture. J. Hydrol. (Amsterdam) 1999, 220(1-2):86-103. JHYDA7, 0022-1694, 10.1016/S0022-1694(99)00066-9.
27. Meesters A. De Jeu R.A. M. Owe M. Analytical derivation of the vegetation optical depth from the microwave polarization difference index. Trans. Geosci. Remote Sens. Lett. 2005, 2(2):121-123. 1545-598X, 10.1109/LGRS.2005.843983.
28. Mellor D. Sheffield J. O'Connell P.E. Metcalfe A.V. Stochastic space-time rainfall forecasting system for real time flow forecasting. II: application of SHETRAN and ARNO rainfall runoff models to the Brue catchment. Hydrol. Earth Syst. Sci. 2000, 4(4):617-626. HESSCF, 1027-5606, 10.5194/hess-4-617-2000.
29. Milly P.C. D. Kabala Z.J. Integrated modelling and remote sensing of soil moisture. Proc., Cocoa Beach Workshop 1986, 331-339. International Association of Hydrological Sciences (IAHS) Predictions in Ungauged Basins (PUB).
30. Moradkhani H. Hydrologic remote sensing and land surface data assimilation. Sensors 2008, 8(5):2986-3004. SNSRES, 0746-9462, 10.3390/s8052986.
31. Nathan R.J. McMahon T.A. Evaluation of automated techniques for baseflow and recession analysis. Water Resour. Res. 1990, 26(7):1465-1473. WRERAQ, 0043-1397, 10.1029/WR026i007p01465.
32. Njoku E. Jackson T.J. Lakshmi V. Chan T.K. Nghiem S.V. Soil moisture retrieval from AMSR-E. IEEE Trans. Geosci. Remote Sens. 2003, 41(2):215-229. IGRSD2, 0196-2892, 10.1109/TGRS.2002.808243.
33. Njoku E. Li L. Retrieval of land surface parameters using passive microwave measurements at 6-18 GHz. IEEE Trans. Geosci. Remote Sens. 1999, 37(1):79-93. IGRSD2, 0196-2892, 10.1109/36.739125.
34. Owe M. De Jeu R.A. M. Holmes T. Multi-sensor historical climatology of satellite-derived global land surface moisture. J. Geophys. Res. 2008, 113(F1):F01002. JGREA2, 0148-0227, 10.1029/2007JF000769.
35. Owe M. De Jeu R.A. M. Walker J. Branch H.S. Greenbelt M.D. methodology for surface soil moisture and vegetation optical depth retrieval using the microwave polarization difference index. IEEE Trans. Geosci. Remote Sens. 2001, 39(8):1643-1654. IGRSD2, 0196-2892, 10.1109/36.942542.
36. Rico-Ramirez M.A. Cluckie I.D. Shepherd G. Pallot A. high-resolution radar experiment on the Island of Jersey. Meteorol. Appl. 2007, 14(2):117-129. 1350-4827, 10.1002/met.13.
37. Sujono J. Shikasho S. Hiramatsu K. comparison of techniques for hydrograph recession analysis. Hydrol. Processes 2004, 18(3):403-413. HYPRE3, 0885-6087, 10.1002/hyp.1247.
38. Thattai D. Islam S. Spatial analysis of remotely sensed soil moisture data. J. Hydroelec. Eng. 2000, 5(4):386-392. 1003-1243, 10.1061/(ASCE)1084-0699(2000)5:4(386).
39. Ulaby F.T. Moore R.K. Fung A.K. Microwave remote sensing, active and passive. Volume III: From theory to applications 1986, and Artech House, Norwood, MA.
40. Van Oevelen P.J. Soil moisture variability: comparison between detailed field measurements and remote sensing measurement techniques. Hydrol. Sci. J. 1998, 43(4):511-520. HSJODN, 0262-6667, 10.1080/02626669809492148.
41. Walker J.P. Estimating soil moisture profile dynamics from near-surface soil moisture measurements and standard meteorological data. 1999, Ph.D. thesis, Univ. of Newcastle, New South Wales, Australia.
42. Wang J.R. Choudhury B.J. Remote sensing of moisture content over bare field at 1.4 GHz frequency. J. Geophys. Res. 1981, 86(C6):5277-5282. JGREA2, 0148-0227, 10.1029/JC086iC06p05277.
43. Wang J.R. O'Neill P.E. Jackson T.J. Engman E.T. Multifrequency measurements of the effects of soil moisture, soil texture, and surface roughness. IEEE Trans. Geosci. Remote Sens. 1983, GE-21(1):44-51. IGRSD2, 0196-2892, 10.1109/TGRS.1983.350529.
44. Wang J. Schmugge T.J. An empirical model for the complex dielectric permittivity of soils as function of water content. IEEE Trans. Geosci. Remote Sens. 1980, GE-18(4):288-295. IGRSD2, 0196-2892, 10.1109/TGRS.1980.350304.
45. Wang L. Surface soil moisture estimation from AMSR-E observations over an arid area, Northwest China. Hydrol. Earth Syst. Sci. Discuss. 2009, 6(1):1055-1087. 1812-2116, 10.5194/hessd-6-1055-2009.
46. Wigneron J.P. Calvet J.C. Pellarin T. Van de Griend A.A. Berger M. Ferrazzoli P. Retrieving near-surface soil moisture from microwave radiometric observations: current statua and future plans. Remote Sens. Environ. 2003, 85(4):489-506. RSEEA7, 0034-4257, 10.1016/S0034-4257(03)00051-8.
47. Wigneron J.P. Kerr Y.H. Chanzy A. Jin Y.Q. Inversion of surfaces parameters from passive microwave measurements over soybean field. Remote Sens. Environ. 1993, 46(1):61-72. RSEEA7, 0034-4257, 10.1016/0034-4257(93)90032-S.
48. Woodhouse I.H. Introduction to microwave remote sensing 2006, Taylor and Francis, London.
49. Yang K. Auto-calibration system developed to assimilate AMSR-E data into land surface model for estimating soil moisture and the surface energy budget. J. Meteorol. Soc. Jpn. 2007, 85A(1):229-242. JMSJAU, 0026-1165, 10.2151/jmsj.85A.229.
50. Yang Z. Han D. Derivation of unit hydrograph using transfer function approach. Water Resour. Res. 2006, 42(1):1-9. WRERAQ, 0043-1397, 10.1029/2005WR004227.