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Volumn 8, Issue 3, 2014, Pages 427-438

A simplified physically-based algorithm for surface soil moisture retrieval using AMSR-E data

Author keywords

AMSR E; inversion; passive microwave remote sensing; SMOS; soil moisture

Indexed keywords

ALGORITHM; AMSR-E; BRIGHTNESS TEMPERATURE; CALIBRATION; MICROWAVE RADIATION; PARAMETER ESTIMATION; POLARIZATION; SOIL MOISTURE; SOIL PROPERTY; SURFACE ROUGHNESS;

EID: 84903717570     PISSN: 20950195     EISSN: 20950209     Source Type: Journal    
DOI: 10.1007/s11707-014-0412-4     Document Type: Article
Times cited : (16)

References (57)
  • 2
    • 0024165771 scopus 로고
    • Relative sensitivity of normalized difference vegetation index (NDVI) and microwave polarization difference index (MPDI) for vegetation and desertification monitoring
    • Becker F, Choudhury B J (1988). Relative sensitivity of normalized difference vegetation index (NDVI) and microwave polarization difference index (MPDI) for vegetation and desertification monitoring. Remote Sens Environ, 24(2): 297-311.
    • (1988) Remote Sens Environ , vol.24 , Issue.2 , pp. 297-311
    • Becker, F.1    Choudhury, B.J.2
  • 4
    • 75449110960 scopus 로고    scopus 로고
    • A parameterized surface emission model at L-band for soil moisture retrieval
    • Chen L, Shi J C, Wigneron J P, Chen K S (2010). A parameterized surface emission model at L-band for soil moisture retrieval. IEEE Geosci Remote Sens Lett, 7(1): 127-130.
    • (2010) IEEE Geosci Remote Sens Lett , vol.7 , Issue.1 , pp. 127-130
    • Chen, L.1    Shi, J.C.2    Wigneron, J.P.3    Chen, K.S.4
  • 5
    • 84881153449 scopus 로고    scopus 로고
    • Evaluation of AMSR-E retrievals and GLDAS simulations against observations of a soil moisture network on the central Tibetan plateau
    • Chen Y Y, Yang K, Qin J, Zhao L, Tang W J, Han M L (2013). Evaluation of AMSR-E retrievals and GLDAS simulations against observations of a soil moisture network on the central Tibetan plateau. J Geophys Res, D, Atmospheres, 118, doi: 10. 1002/jgrd. 50301.
    • (2013) J Geophys Res, D, Atmospheres , pp. 118
    • Chen, Y.Y.1    Yang, K.2    Qin, J.3    Zhao, L.4    Tang, W.J.5    Han, M.L.6
  • 6
    • 0942278222 scopus 로고    scopus 로고
    • Further validation of a new methodology for surface moisture and vegetation optical depth retrieval
    • De Jeu R A M, Owe M (2003). Further validation of a new methodology for surface moisture and vegetation optical depth retrieval. Int J Remote Sens, 24(22): 4559-4578.
    • (2003) Int J Remote Sens , vol.24 , Issue.22 , pp. 4559-4578
    • De Jeu, R.A.M.1    Owe, M.2
  • 7
    • 84865352805 scopus 로고    scopus 로고
    • Validation of SMOS soil moisture products over the Maqu and Twente regions
    • Dente L, Su Z B, Wen J (2012a). Validation of SMOS soil moisture products over the Maqu and Twente regions. Sensors (Basel), 12(8): 9965-9986.
    • (2012) Sensors (Basel) , vol.12 , Issue.8 , pp. 9965-9986
    • Dente, L.1    Su, Z.B.2    Wen, J.3
  • 8
    • 84864516131 scopus 로고    scopus 로고
    • Maqu network for validation of satellite-derived soil moisture products
    • Dente L, Vekerdy Z, Wen J, Su Z B (2012b). Maqu network for validation of satellite-derived soil moisture products. Int J Appl Earth Obs Geoinf, 17: 55-65.
    • (2012) Int J Appl Earth Obs Geoinf , vol.17 , pp. 55-65
    • Dente, L.1    Vekerdy, Z.2    Wen, J.3    Su, Z.B.4
  • 10
    • 84865437520 scopus 로고    scopus 로고
    • A method to improve satellite soil moisture retrievals based on Fourier analysis
    • Du J Y (2012). A method to improve satellite soil moisture retrievals based on Fourier analysis. Geophys Res Lett, 39(15): L15404, doi: 10. 1029/2012GL052435.
    • (2012) Geophys Res Lett , vol.39 , Issue.15
    • Du, J.Y.1
  • 13
    • 0021850580 scopus 로고
    • Microwave dielectric behavior of wet soil-part 1: empirical models and experimental observations
    • Hallikainen M T, Ulaby F T, Dobson M C, El-Rayes M A, Wu L K (1985). Microwave dielectric behavior of wet soil-part 1: empirical models and experimental observations. IEEE Trans Geosci Rem Sens, GE-23(1): 25-34.
    • (1985) IEEE Trans Geosci Rem Sens , vol.GE-23 , Issue.1 , pp. 25-34
    • Hallikainen, M.T.1    Ulaby, F.T.2    Dobson, M.C.3    El-Rayes, M.A.4    Wu, L.K.5
  • 14
    • 66149173677 scopus 로고    scopus 로고
    • Land surface temperature from Ka band (37 GHz) passive microwave observations
    • Holmes T R H, De Jeu R A M, Owe M, Dolman A J (2009). Land surface temperature from Ka band (37 GHz) passive microwave observations. J Geophys Res, 114(D4): D04113.
    • (2009) J Geophys Res , vol.114 , Issue.D4
    • Holmes, T.R.H.1    De Jeu, R.A.M.2    Owe, M.3    Dolman, A.J.4
  • 15
    • 77954383189 scopus 로고    scopus 로고
    • Global retrieval of small-scale roughness over land surfaces at microwave frequency
    • Hong S (2010). Global retrieval of small-scale roughness over land surfaces at microwave frequency. J Hydrol (Amst), 389(1-2): 121-126.
    • (2010) J Hydrol (Amst) , vol.389 , Issue.1-2 , pp. 121-126
    • Hong, S.1
  • 16
    • 0027334385 scopus 로고
    • Measuring surface soil moisture using passive microwave remote sensing
    • Jackson T J (1993). Measuring surface soil moisture using passive microwave remote sensing. Hydrol Processes, 7(2): 139-152.
    • (1993) Hydrol Processes , vol.7 , Issue.2 , pp. 139-152
    • Jackson, T.J.1
  • 18
    • 0023294969 scopus 로고
    • Preplanting soil moisture using passive microwave sensors
    • Jackson T J, Hawley M E, O'Neill P E (1987). Preplanting soil moisture using passive microwave sensors. J Am Water Resour Assoc, 23(1): 11-19.
    • (1987) J Am Water Resour Assoc , vol.23 , Issue.1 , pp. 11-19
    • Jackson, T.J.1    Hawley, M.E.2    O'Neill, P.E.3
  • 21
    • 70349970692 scopus 로고    scopus 로고
    • A decision tree algorithm for surface soil freeze/thaw classification over China using SSM/I brightness temperature
    • Jin R, Li X, Che T (2009). A decision tree algorithm for surface soil freeze/thaw classification over China using SSM/I brightness temperature. Remote Sens Environ, 113(12): 2651-2660.
    • (2009) Remote Sens Environ , vol.113 , Issue.12 , pp. 2651-2660
    • Jin, R.1    Li, X.2    Che, T.3
  • 23
    • 31644439719 scopus 로고    scopus 로고
    • Development of an advanced microwave scanning radiometer (AMSR-E) algorithm of soil moisture and vegetation water content
    • Koike T, Nakamura Y, Kaihotsu I, Davaa G, Matsuura N, Tamagawa K, Fujii H (2004). Development of an advanced microwave scanning radiometer (AMSR-E) algorithm of soil moisture and vegetation water content. Annu J Hydraul Eng, JSCE, 48: 217-222.
    • (2004) Annu J Hydraul Eng, JSCE , vol.48 , pp. 217-222
    • Koike, T.1    Nakamura, Y.2    Kaihotsu, I.3    Davaa, G.4    Matsuura, N.5    Tamagawa, K.6    Fujii, H.7
  • 25
    • 84865503492 scopus 로고    scopus 로고
    • Reconstruction and analysis of temporal and spatial variations in surface soil moisture in China using remote sensing
    • Lu H, Shi J C (2012). Reconstruction and analysis of temporal and spatial variations in surface soil moisture in China using remote sensing. Chin Sci Bull, 57(22): 2824-2834.
    • (2012) Chin Sci Bull , vol.57 , Issue.22 , pp. 2824-2834
    • Lu, H.1    Shi, J.C.2
  • 26
    • 43049101094 scopus 로고    scopus 로고
    • A method for retrieving soil moisture in Tibet region by utilizing microwave index from TRMM/TMI data
    • Mao K B, Tang H J, Zhang L X, Li M C, Guo Y, Zhao D Z (2008). A method for retrieving soil moisture in Tibet region by utilizing microwave index from TRMM/TMI data. Int J Remote Sens, 29(10): 2903-2923.
    • (2008) Int J Remote Sens , vol.29 , Issue.10 , pp. 2903-2923
    • Mao, K.B.1    Tang, H.J.2    Zhang, L.X.3    Li, M.C.4    Guo, Y.5    Zhao, D.Z.6
  • 27
    • 18844377906 scopus 로고    scopus 로고
    • Analytical derivation of the vegetation optical depth from the microwave polarization difference index
    • Meesters A G, De Jeu R A M, Owe M (2005). Analytical derivation of the vegetation optical depth from the microwave polarization difference index. IEEE Geosci Remote Sens Lett, 2(2): 121-123.
    • (2005) IEEE Geosci Remote Sens Lett , vol.2 , Issue.2 , pp. 121-123
    • Meesters, A.G.1    De Jeu, R.A.M.2    Owe, M.3
  • 28
    • 79957594599 scopus 로고    scopus 로고
    • Validation of AMSR-E soil moisture using L-band airborne radiometer data from National Airborne Field Experiment 2006
    • Mladenova I, Lakshmi V, Jackson T J, Walker J P, Merlin O, De Jeu R A M (2011). Validation of AMSR-E soil moisture using L-band airborne radiometer data from National Airborne Field Experiment 2006. Remote Sens Environ, 115(8): 2096-2103.
    • (2011) Remote Sens Environ , vol.115 , Issue.8 , pp. 2096-2103
    • Mladenova, I.1    Lakshmi, V.2    Jackson, T.J.3    Walker, J.P.4    Merlin, O.5    De Jeu, R.A.M.6
  • 29
    • 0020379040 scopus 로고
    • A model for microwave emission from vegetation-covered fields
    • Mo T, Choudhury B J, Schmugge T J, Wang J R, Jackson T J (1982). A model for microwave emission from vegetation-covered fields. J Geophys Res, 87(C13): 11229-11237.
    • (1982) J Geophys Res , vol.87 , Issue.C13 , pp. 11229-11237
    • Mo, T.1    Choudhury, B.J.2    Schmugge, T.J.3    Wang, J.R.4    Jackson, T.J.5
  • 30
    • 18444398932 scopus 로고    scopus 로고
    • Global survey and statistics of radio-frequency interference in AMSR-E land observations
    • Njoku E G, Ashcroft P, Chan T K, Li L (2005). Global survey and statistics of radio-frequency interference in AMSR-E land observations. IEEE Trans Geosci Rem Sens, 43(5): 938-947.
    • (2005) IEEE Trans Geosci Rem Sens , vol.43 , Issue.5 , pp. 938-947
    • Njoku, E.G.1    Ashcroft, P.2    Chan, T.K.3    Li, L.4
  • 31
    • 30544448126 scopus 로고    scopus 로고
    • Vegetation and surface roughness effects on AMSR-E land observations
    • Njoku E G, Chan S K (2006). Vegetation and surface roughness effects on AMSR-E land observations. Remote Sens Environ, 100(2): 190-199.
    • (2006) Remote Sens Environ , vol.100 , Issue.2 , pp. 190-199
    • Njoku, E.G.1    Chan, S.K.2
  • 32
    • 0030251351 scopus 로고    scopus 로고
    • Passive microwave remote sensing of soil moisture
    • Njoku E G, Entekhabi D (1996). Passive microwave remote sensing of soil moisture. J Hydrol (Amst), 184(1-2): 101-129.
    • (1996) J Hydrol (Amst) , vol.184 , Issue.1-2 , pp. 101-129
    • Njoku, E.G.1    Entekhabi, D.2
  • 34
    • 44449150244 scopus 로고    scopus 로고
    • Multisensor historical climatology of satellite-derived global land surface moisture
    • Owe M, De Jeu R A M, Holmes T R H (2008). Multisensor historical climatology of satellite-derived global land surface moisture. J Geophys Res, 113(F1): F01002.
    • (2008) J Geophys Res , vol.113 , Issue.F1
    • Owe, M.1    De Jeu, R.A.M.2    Holmes, T.R.H.3
  • 35
    • 33750833923 scopus 로고    scopus 로고
    • Soil moisture estimates from AMSR-E brightness temperatures by using a dual-frequency algorithm
    • Paloscia S, Macelloni G, Santi E (2006). Soil moisture estimates from AMSR-E brightness temperatures by using a dual-frequency algorithm. IEEE Trans Geosci Rem Sens, 44(11): 3135-3144.
    • (2006) IEEE Trans Geosci Rem Sens , vol.44 , Issue.11 , pp. 3135-3144
    • Paloscia, S.1    Macelloni, G.2    Santi, E.3
  • 36
    • 0024070725 scopus 로고
    • Microwave polarization index for monitoring vegetation growth
    • Paloscia S, Pampaloni P (1988). Microwave polarization index for monitoring vegetation growth. IEEE Trans Geosci Rem Sens, 26(5): 617-621.
    • (1988) IEEE Trans Geosci Rem Sens , vol.26 , Issue.5 , pp. 617-621
    • Paloscia, S.1    Pampaloni, P.2
  • 37
    • 0034501998 scopus 로고    scopus 로고
    • Estimating soil water-holding capacities by linking the food and agriculture organization soil map of the world with global pedon databases and continuous pedotransfer functions
    • Reynolds C A, Jackson T J, Rawls W J (2000). Estimating soil water-holding capacities by linking the food and agriculture organization soil map of the world with global pedon databases and continuous pedotransfer functions. Water Resour Res, 36(12): 3653-3662.
    • (2000) Water Resour Res , vol.36 , Issue.12 , pp. 3653-3662
    • Reynolds, C.A.1    Jackson, T.J.2    Rawls, W.J.3
  • 38
    • 84862259239 scopus 로고    scopus 로고
    • A simple parameterization for a boreal forest radiative transfer model at microwave frequencies
    • Roy A, Royer A, Wigneron J P, Langlois A, Bergeron J, Cliche P (2012). A simple parameterization for a boreal forest radiative transfer model at microwave frequencies. Remote Sens Environ, 124: 371-383.
    • (2012) Remote Sens Environ , vol.124 , pp. 371-383
    • Roy, A.1    Royer, A.2    Wigneron, J.P.3    Langlois, A.4    Bergeron, J.5    Cliche, P.6
  • 39
    • 67649511967 scopus 로고    scopus 로고
    • An intercomparison of ERS-Scat and AMSR-E soil moisture observations with model simulations over France
    • Rüdiger C, Calvet J C, Gruhier C, Holmes T R H, De Jeu R A M, Wagner W (2009). An intercomparison of ERS-Scat and AMSR-E soil moisture observations with model simulations over France. J Hydrometeorol, 10(2): 431-447.
    • (2009) J Hydrometeorol , vol.10 , Issue.2 , pp. 431-447
    • Rüdiger, C.1    Calvet, J.C.2    Gruhier, C.3    Holmes, T.R.H.4    De Jeu, R.A.M.5    Wagner, W.6
  • 40
    • 0028791616 scopus 로고
    • Assessment of regional soil moisture conditions by coupling satellite sensor data with a soil-plant system heat and moisture balance model
    • Saha S K (1995). Assessment of regional soil moisture conditions by coupling satellite sensor data with a soil-plant system heat and moisture balance model. Int J Remote Sens, 16(5): 973-980.
    • (1995) Int J Remote Sens , vol.16 , Issue.5 , pp. 973-980
    • Saha, S.K.1
  • 41
    • 33645128891 scopus 로고    scopus 로고
    • Semi-empirical regressions at L-band applied to surface soil moisture retrievals over grass
    • Saleh K, Wigneron J P, de Rosnay P, Calvet J C, Kerr Y (2006). Semi-empirical regressions at L-band applied to surface soil moisture retrievals over grass. Remote Sens Environ, 101(3): 415-426.
    • (2006) Remote Sens Environ , vol.101 , Issue.3 , pp. 415-426
    • Saleh, K.1    Wigneron, J.P.2    de Rosnay, P.3    Calvet, J.C.4    Kerr, Y.5
  • 42
    • 84883079943 scopus 로고    scopus 로고
    • An algorithm for generating soil moisture and snow depth maps from microwave spaceborne radiometers: HydroAlgo
    • Santi E, Pettinato S, Paloscia S, Pampaloni P, Macelloni G, Brogioni M (2012). An algorithm for generating soil moisture and snow depth maps from microwave spaceborne radiometers: HydroAlgo. Hydrol Earth Syst Sci, 16(10): 3659-3676.
    • (2012) Hydrol Earth Syst Sci , vol.16 , Issue.10 , pp. 3659-3676
    • Santi, E.1    Pettinato, S.2    Paloscia, S.3    Pampaloni, P.4    Macelloni, G.5    Brogioni, M.6
  • 43
    • 53649093625 scopus 로고    scopus 로고
    • Microwave vegetation indices for short vegetation covers from satellite passive microwave sensor AMSR-E
    • Shi J C, Jackson T, Tao J, Du J, Bindlish R, Lu L, Chen K S (2008). Microwave vegetation indices for short vegetation covers from satellite passive microwave sensor AMSR-E. Remote Sens Environ, 112(12): 4285-4300.
    • (2008) Remote Sens Environ , vol.112 , Issue.12 , pp. 4285-4300
    • Shi, J.C.1    Jackson, T.2    Tao, J.3    Du, J.4    Bindlish, R.5    Lu, L.6    Chen, K.S.7
  • 46
    • 79960492395 scopus 로고    scopus 로고
    • The Tibetan Plateau observatory of plateau scale soil moisture and soil temperature (Tibet-Obs) for quantifying uncertainties in coarse resolution satellite and model products
    • Su Z, Wen J, Dente L, van der Velde R, Wang L, Ma Y, Yang K, Hu Z (2011). The Tibetan Plateau observatory of plateau scale soil moisture and soil temperature (Tibet-Obs) for quantifying uncertainties in coarse resolution satellite and model products. Hydrol Earth Syst Sci, 15(7): 2303-2316.
    • (2011) Hydrol Earth Syst Sci , vol.15 , Issue.7 , pp. 2303-2316
    • Su, Z.1    Wen, J.2    Dente, L.3    van der Velde, R.4    Wang, L.5    Ma, Y.6    Yang, K.7    Hu, Z.8
  • 47
    • 21844501017 scopus 로고
    • Microwave vegetation optical depth and inverse modelling of soil emissivity using Nimbus/SMMR satellite observations
    • van de Griend A A, Owe M (1994). Microwave vegetation optical depth and inverse modelling of soil emissivity using Nimbus/SMMR satellite observations. Meteorol Atmos Phys, 54(1-4): 225-239.
    • (1994) Meteorol Atmos Phys , vol.54 , Issue.1-4 , pp. 225-239
    • van de Griend, A.A.1    Owe, M.2
  • 49
    • 0019681549 scopus 로고
    • Remote sensing of soil moisture content over bare fields at 1.4 GHz frequency
    • Wang J R, Choudhury B J (1981). Remote sensing of soil moisture content over bare fields at 1. 4 GHz frequency. J Geophys Res, 86 (C6): 5277-5282.
    • (1981) J Geophys Res , vol.86 , Issue.C6 , pp. 5277-5282
    • Wang, J.R.1    Choudhury, B.J.2
  • 50
    • 67349194246 scopus 로고    scopus 로고
    • Satellite remote sensing applications for surface soil moisture monitoring: a review
    • Wang L L, Qu J J (2009). Satellite remote sensing applications for surface soil moisture monitoring: a review. Front Earth Sci China, 3 (2): 237-247.
    • (2009) Front Earth Sci China , vol.3 , Issue.2 , pp. 237-247
    • Wang, L.L.1    Qu, J.J.2
  • 51
    • 0346639274 scopus 로고    scopus 로고
    • Determination of land surface temperature and soil moisture from tropical rainfall measuring mission/microwave imager remote sensing data
    • Wen J, Su Z B, Ma Y M (2003). Determination of land surface temperature and soil moisture from tropical rainfall measuring mission/microwave imager remote sensing data. J Geophys Res, 108(D2): 4038.
    • (2003) J Geophys Res , vol.108 , Issue.D2 , pp. 4038
    • Wen, J.1    Su, Z.B.2    Ma, Y.M.3
  • 52
    • 0037686668 scopus 로고    scopus 로고
    • Retrieving near-surface soil moisture from microwave radiometric observations: current status and future plans
    • Wigneron J P, Calvet J C, Pellarin T, van de Griend A A, Berger M, Ferrazzoli P (2003). Retrieving near-surface soil moisture from microwave radiometric observations: current status and future plans. Remote Sens Environ, 85(4): 489-506.
    • (2003) Remote Sens Environ , vol.85 , Issue.4 , pp. 489-506
    • Wigneron, J.P.1    Calvet, J.C.2    Pellarin, T.3    van de Griend, A.A.4    Berger, M.5    Ferrazzoli, P.6
  • 53
    • 0035446299 scopus 로고    scopus 로고
    • A simple parameterization of the L-Band microwave emission from rough agricultural soils
    • Wigneron J P, Laguerre L, Kerr Y H (2001). A simple parameterization of the L-Band microwave emission from rough agricultural soils. IEEE Trans Geosci Rem Sens, 39(8): 1697-1707.
    • (2001) IEEE Trans Geosci Rem Sens , vol.39 , Issue.8 , pp. 1697-1707
    • Wigneron, J.P.1    Laguerre, L.2    Kerr, Y.H.3
  • 54
    • 77955092757 scopus 로고    scopus 로고
    • Warming and drying trends on the Tibetan Plateau (1971-2005)
    • Xie H, Ye J S, Liu X M, E C Y (2010). Warming and drying trends on the Tibetan Plateau (1971-2005). Theor Appl Climatol, 101(3-4): 241-253.
    • (2010) Theor Appl Climatol , vol.101 , Issue.3-4 , pp. 241-253
    • Xie, H.1    Ye, J.S.2    Liu, X.M.3    Liu, E.C.Y.4
  • 56
    • 79955542178 scopus 로고    scopus 로고
    • A new soil freeze/thaw discriminant algorithm using AMSR-E passive microwave imagery
    • Zhao T J, Zhang L X, Jiang L M, Zhao S J, Chai L N, Jin R (2011a). A new soil freeze/thaw discriminant algorithm using AMSR-E passive microwave imagery. Hydrol Processes, 25(11): 1704-1716.
    • (2011) Hydrol Processes , vol.25 , Issue.11 , pp. 1704-1716
    • Zhao, T.J.1    Zhang, L.X.2    Jiang, L.M.3    Zhao, S.J.4    Chai, L.N.5    Jin, R.6
  • 57
    • 79955527982 scopus 로고    scopus 로고
    • A physically based statistical methodology for surface soil moisture retrieval in the Tibet Plateau using microwave vegetation indices
    • Zhao T J, Zhang L X, Shi J C, Jiang L M (2011b). A physically based statistical methodology for surface soil moisture retrieval in the Tibet Plateau using microwave vegetation indices. J Geophys Res, 116 (D8): D08116.
    • (2011) J Geophys Res , vol.116 , Issue.D8
    • Zhao, T.J.1    Zhang, L.X.2    Shi, J.C.3    Jiang, L.M.4


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