메뉴 건너뛰기




Volumn 50, Issue 11 PART1, 2012, Pages 4279-4291

Impact of assimilating passive microwave observations on root-zone soil moisture under dynamic vegetation conditions

Author keywords

Conditional entropy (CH); dynamic vegetation; Ensemble Kalman Filter (EnKF); parameter sensitivity; passive microwave assimilation; root zone soil moisture (RZSM)

Indexed keywords

ENTROPY; ESTIMATION; EXPERIMENTS; INFORMATION THEORY; KALMAN FILTERS; MICROWAVES; SOIL MOISTURE; VEGETATION;

EID: 84869502384     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/TGRS.2012.2191154     Document Type: Article
Times cited : (12)

References (73)
  • 1
    • 0032778305 scopus 로고    scopus 로고
    • Calibrating the root zone water quality model
    • J. Hanson, K. Rojas, and M. Schaffer, "Calibrating the root zone water quality model," Agronomy J., vol. 91, no. 2, pp. 171-177, 1999. (Pubitemid 29351167)
    • (1999) Agronomy Journal , vol.91 , Issue.2 , pp. 171-177
    • Hanson, J.D.1    Rojas, K.W.2    Shaffer, M.J.3
  • 2
    • 40149107454 scopus 로고    scopus 로고
    • Monitoring root-zone soil moisture through the assimilation of a thermal remote sensing-based soil moisture proxy into a water balance model
    • DOI 10.1016/j.rse.2006.11.033, PII S0034425707003252
    • W. Crow, W. Kustas, and J. Prueger, "Monitoring root-zone soil moisture through the assimilation of a thermal remote sensing-based soil moisture proxy into a water balance model," Remote Sens. Environ., vol. 112, no. 4, pp. 1268-1281, 2008. (Pubitemid 351375227)
    • (2008) Remote Sensing of Environment , vol.112 , Issue.4 , pp. 1268-1281
    • Crow, W.T.1    Kustas, W.P.2    Prueger, J.H.3
  • 3
    • 43049119984 scopus 로고    scopus 로고
    • An adaptive ensemble Kalman filter for soil moisture data assimilation
    • DOI 10.1029/2007WR006357
    • R. Reichle, W. Crow, and C. Kepenne, "An adaptive Ensemble Kalman filter for soil moisture data assimilation," Water Res. Res., vol. 44, no. W03423, 2008. doi:10.1029/2007WR006357. (Pubitemid 351628553)
    • (2008) Water Resources Research , vol.44 , Issue.3
    • Reichle, R.H.1    Crow, W.T.2    Keppenne, C.L.3
  • 4
    • 0035444829 scopus 로고    scopus 로고
    • Soil moisture retrieval from space: The Soil Moisture and Ocean Salinity (SMOS) mission
    • DOI 10.1109/36.942551, PII S0196289201066736, Large Scale Passive Microwave Remote Sensing of Soil Moisture
    • Y. Kerr, P. Waldteufel, J. Wigneron, J. Martinuzzi, J. Font, and M. Berger, "Soil moisture retrieval from space: The SoilMoisture and Ocean Salinity (SMOS) Mission," IEEE Trans. Geosci. Remote Sens., vol. 39, no. 8, pp. 1729-1735, Aug. 2001. (Pubitemid 32933012)
    • (2001) IEEE Transactions on Geoscience and Remote Sensing , vol.39 , Issue.8 , pp. 1729-1735
    • Kerr, Y.H.1    Waldteufel, P.2    Wigneron, J.-P.3    Martinuzzi, J.-M.4    Font, J.5    Berger, M.6
  • 7
    • 39749149760 scopus 로고    scopus 로고
    • Experiments of one-dimensional soil moisture assimilation system based on ensemble Kalman filter
    • DOI 10.1016/j.rse.2007.06.026, PII S0034425707003987
    • C. Huang, X. Li, and J. Gu, "Experiments of one-dimensional soil moisture assimilation system based on ensemble Kalman filter," Remote Sens. Environ., vol. 112, no. 3, pp. 888-900, 2008. (Pubitemid 351296260)
    • (2008) Remote Sensing of Environment , vol.112 , Issue.3 , pp. 888-900
    • Huang, C.1    Li, X.2    Lu, L.3    Gu, J.4
  • 8
    • 77950472509 scopus 로고    scopus 로고
    • Effect of simultaneous state-parameter estimation and forcing uncertainties on root-zone soil moisture for dynamic vegetation using EnKF
    • A. Monsivais-Huertero, W. Graham, J. Judge, and D. Agrawal, "Effect of simultaneous state-parameter estimation and forcing uncertainties on root-zone soil moisture for dynamic vegetation using EnKF," Adv. Water Resour., vol. 33, no. 4, pp. 468-484, 2010.
    • (2010) Adv. Water Resour , vol.33 , Issue.4 , pp. 468-484
    • Monsivais-Huertero, A.1    Graham, W.2    Judge, J.3    Agrawal, D.4
  • 9
    • 34249073471 scopus 로고    scopus 로고
    • Optimization of a coupled hydrology-crop growth model through the assimilation of observed soil moisture and leaf area index values using an ensemble Kalman filter
    • DOI 10.1029/2006WR004942
    • V. Pauwels, N. Verhoest, G. De Lannoy, V. Guissard, C. Lucau, and P. Defourny, "Optimization of a coupled hydrology-crop growth model through the assimilation of observed soil moisture and leaf area index using an ensemble Kalman filter," Water Res. Res., vol. 43, no. W04421, pp. 1-17, 2007. doi:10.1029/2006WR004942. (Pubitemid 46799528)
    • (2007) Water Resources Research , vol.43 , Issue.4
    • Pauwels, V.R.N.1    Verhoest, N.E.C.2    De Lannoy, G.J.M.3    Guissard, V.4    Lucau, C.5    Defourny, P.6
  • 10
    • 11944268965 scopus 로고    scopus 로고
    • Dual state-parameter estimation of hydrological models using ensemble Kalman filter
    • DOI 10.1016/j.advwatres.2004.09.002, PII S0309170804001605
    • H. Moradkhani, S. Sorooshina, H. Gupta, and P. Houser, "Dual stateparameter estimation of hydrological models using Ensemble Kalman filter," Adv. Water Res., vol. 28, no. 2, pp. 135-147, 2005. (Pubitemid 40102390)
    • (2005) Advances in Water Resources , vol.28 , Issue.2 , pp. 135-147
    • Moradkhani, H.1    Sorooshian, S.2    Gupta, H.V.3    Houser, P.R.4
  • 11
    • 0037298763 scopus 로고    scopus 로고
    • The assimilation of remotely sensed soil brightness temperature imagery into a land surface model using Ensemble Kalman filtering: A case study based on ESTAR measurements during SGP97
    • DOI 10.1016/S0309-1708(02)00088-X, PII S030917080200088X
    • W. Crow and E. Wood, "The assimilation of remotely sensed soil brightness temperature imagery into a land surface model using Ensemble Kalman filtering: A case study based on ESTAR measurements during SGP97," Adv. Water Resour., vol. 26, no. 2, pp. 137-149, 2003. (Pubitemid 36093690)
    • (2003) Advances in Water Resources , vol.26 , Issue.2 , pp. 137-149
    • Crow, W.T.1    Wood, E.F.2
  • 12
    • 0036960475 scopus 로고    scopus 로고
    • Extended versus ensemble Kalman filtering for land data assimilation
    • DOI 10.1175/1525-7541 (2002)003<0728: EVEKFF>2.0.CO;2
    • R. Reichle, J. Walker, R. Koster, and P. Houser, "Extended versus Ensemble Kalman filtering for land data assimilation," J. Hydrometeorol., vol. 3, no. 6, pp. 728-740, 2002. (Pubitemid 36122408)
    • (2002) Journal of Hydrometeorology , vol.3 , Issue.6 , pp. 728-740
    • Reichle, R.J.1    Walker, J.P.2    Koster, R.D.3    Houser, P.R.4
  • 13
    • 0036322061 scopus 로고    scopus 로고
    • Hydrologic data assimilation with the ensemble Kalman filter
    • R. Reichle, D. McLaughlin, and D. Entekhabi, "Hydrologic data assimilation with the Ensemble Kalman filter," Mon. Weather Rev., vol. 130, no. 1, pp. 103-114, Jan. 2002. (Pubitemid 34838242)
    • (2002) Monthly Weather Review , vol.130 , Issue.1 , pp. 103-114
    • Reichle, R.H.1    McLaughlin, D.B.2    Entekhabi, D.3
  • 14
    • 0037001561 scopus 로고    scopus 로고
    • Land data assimilation and estimation of soil moisture using measurements from the Southern Great Plains 1997 field experiment
    • S. Margulis, D. McLaughlin, D. Entekhabi, and S. Dunne, "Land data assimilation and estimation of soil moisture using measurements from the Southern Great Plains 1997 field experiment," Water Res. Res., vol. 38, no. 12, pp. 35-1-35-18, 2002. doi:10.1029/2001WR001114. (Pubitemid 36251328)
    • (2002) Water Resources Research , vol.38 , Issue.12 , pp. 351-3518
    • Margulis, S.A.1    McLaughlin, D.2    Entekhabi, D.3    Dunne, S.4
  • 15
    • 70350074473 scopus 로고    scopus 로고
    • Simultaneous estimation of both soil moisture and model parameters using particle filtering method through the assimilation of microwave signal
    • doi:10.1029/2008JD011358
    • J. Qin, S. Liang, K. Yang, I. Kaihotsu, R. Liu, and T. Koike, "Simultaneous estimation of both soil moisture and model parameters using particle filtering method through the assimilation of microwave signal," J. Geophys. Res., vol. 114, no. D15, pp. 1-13, 2009. doi:10.1029/2008JD011358.
    • (2009) J. Geophys. Res , vol.114 , Issue.D15 , pp. 1-13
    • Qin, J.1    Liang, S.2    Yang, K.3    Kaihotsu, I.4    Liu, R.5    Koike, T.6
  • 16
    • 40649116661 scopus 로고    scopus 로고
    • An evaluation of the nonlinear/non-Gaussian filters for the sequential data assimilation
    • DOI 10.1016/j.rse.2007.07.008, PII S0034425707003409
    • X. Han and X. Li, "An evaluation of the nonlinear/non-gaussian filters for the sequential data assimilation," Remote Sens. Environ., vol. 112, no. 4, pp. 1434-1449, Apr. 2008. (Pubitemid 351375237)
    • (2008) Remote Sensing of Environment , vol.112 , Issue.4 , pp. 1434-1449
    • Han, X.1    Li, X.2
  • 17
    • 33747775838 scopus 로고    scopus 로고
    • Assessing the performance of the ensemble Kalman filter for land surface data assimilation
    • DOI 10.1175/MWR3153.1
    • Y. Zhou, D. McLaughlin, and D. Entekhabi, "Assessing the performance of the ensemble Kalman Filter for land surface data assimilation," Mon. Weather Rev., vol. 134, no. 8, pp. 2128-2142, Aug. 2006. (Pubitemid 44275528)
    • (2006) Monthly Weather Review , vol.134 , Issue.8 , pp. 2128-2142
    • Zhou, Y.1    McLaughlin, D.2    Entekhabi, D.3
  • 18
    • 50549084200 scopus 로고    scopus 로고
    • Recent advances on soil moisture data assimilation
    • W. Ni-Meister, "Recent advances on soil moisture data assimilation," Phys. Geogr., vol. 29, no. 1, pp. 19-37, 2008.
    • (2008) Phys. Geogr , vol.29 , Issue.1 , pp. 19-37
    • Ni-Meister, W.1
  • 19
    • 1642406309 scopus 로고    scopus 로고
    • Using a microwave emission model to estimate soil moisture from ESTAR observations during SGP99
    • H. Gao, E. F. Wood, M. Drusch, W. Crow, and T. J. Jackson, "Using a microwave emission model to estimate soil moisture from ESTAR observations during SGP99," J. Hydrometeorol., vol. 5, no. 1, pp. 49-63, Feb. 2004. (Pubitemid 38381925)
    • (2004) Journal of Hydrometeorology , vol.5 , Issue.1 , pp. 49-63
    • Gao, H.1    Wood, E.F.2    Drusch, M.3    Crow, W.4    Jackson, T.J.5
  • 20
    • 33947646369 scopus 로고    scopus 로고
    • Impact of multiresolution active and passive microwave measurements on soil moisture estimation using the ensemble Kalman smoother
    • DOI 10.1109/TGRS.2006.890561
    • S. Dunne, D. Entekhabi, and E. G. Njoku, "Impact of multiresolution active and passive microwave measurements on soil moisture estimation using the Ensemble Kalman smoother," IEEE Trans. Geosci. Remote Sens., vol. 45, no. 4, pp. 1016-1028, Apr. 2007. (Pubitemid 46495627)
    • (2007) IEEE Transactions on Geoscience and Remote Sensing , vol.45 , Issue.4 , pp. 1016-1028
    • Dunne, S.C.1    Entekhabi, D.2    Njoku, E.G.3
  • 21
    • 17744380204 scopus 로고    scopus 로고
    • Particle filters for state and parameter estimation in batch processes
    • Sep
    • T. Chen, J. Morris, and E. Martin, "Particle filters for state and parameter estimation in batch processes," J. Process Control, vol. 15, no. 6, pp. 655-673, Sep. 2005.
    • (2005) J. Process Control , vol.15 , Issue.6 , pp. 655-673
    • Chen, T.1    Morris, J.2    Martin, E.3
  • 22
    • 34547188179 scopus 로고    scopus 로고
    • State and bias estimation for soil moisture profiles by an ensemble Kalman filter: Effect of assimilation depth and frequency
    • DOI 10.1029/2006WR005100
    • G. De Lannoy, P. Houser, V. Pauwels, and N. Verhoest, "State and bias estimation for soil moisture profiles by an ensemble Kalman filter: Effect of assimilation depth and frequency," Water Res. Res., vol. 43, no. W06401, 2007. doi:10.1029/2006WR005100. (Pubitemid 47124424)
    • (2007) Water Resources Research , vol.43 , Issue.6
    • De Lannoy, G.J.M.1    Houser, P.R.2    Pauwels, V.R.N.3    Verhoest, N.E.C.4
  • 23
    • 33644526990 scopus 로고    scopus 로고
    • A manifesto for the equifinality thesis
    • Mar
    • K. Beven, "A manifesto for the equifinality thesis," J. Hydrol., vol. 320, no. 1/2, pp. 18-36, Mar. 2006.
    • (2006) J. Hydrol , vol.320 , Issue.1-2 , pp. 18-36
    • Beven, K.1
  • 24
    • 65349185056 scopus 로고    scopus 로고
    • Parameter identifiability, constraint, and equifinality in data assimilation with ecosystem models
    • Apr
    • Y. Luo, E.Weng, X.Wu, C. Gao, X. Zhou, and L. Zhang, "Parameter identifiability, constraint, and equifinality in data assimilation with ecosystem models," Ecolog. Appl., vol. 19, no. 3, pp. 571-574, Apr. 2009.
    • (2009) Ecolog. Appl , vol.19 , Issue.3 , pp. 571-574
    • Luo, Y.1    Weng, E.2    Wu, X.3    Gao, C.4    Zhou, X.5    Zhang, L.6
  • 25
    • 84870787218 scopus 로고    scopus 로고
    • Field observations during the fifth microwave water and energy balance experiment (MicroWEX-5): From march 9 through may 2006
    • Univ. Florida, Gainesville, FL, Tech. Rep. Circular 1514. [Online]
    • J. Casanova, F. Yan, M. Jang, J. Fernandez, J. Judge, C. Slatton, K. Calvin, T. Lin, O. Lanni, and L. W. Miller, Field Observations During the Fifth Microwave, Water, and Energy Balance Experiment (MicroWEX-5): From March 9 Through May 2006. Circular no. 1514, Center Remote Sens., Univ. Florida, Gainesville, FL, Tech. Rep. Circular 1514. [Online]. Available: http://edis.ifas.ufl.edu/AE407
    • Circular 1514, Center Remote Sens.
    • Casanova, J.1    Yan, F.2    Jang, M.3    Fernandez, J.4    Judge, J.5    Slatton, C.6    Calvin, K.7    Lin, T.8    Lanni, O.9    Miller, L.W.10
  • 26
    • 36048933047 scopus 로고    scopus 로고
    • Calibration of an integrated land surface process and radiobrightness (LSP/R) model during summertime
    • DOI 10.1016/j.advwatres.2007.08.006, PII S0309170807001273
    • J. Judge, A. England, J. Metcalfe, D. McNichol, and B. Goodison, "Calibration of an integrated land surface process and radiobrightness (LSP/R) model during summertime," Adv. Water Res., vol. 31, no. 1, pp. 189-202, 2008. (Pubitemid 350089292)
    • (2008) Advances in Water Resources , vol.31 , Issue.1 , pp. 189-202
    • Judge, J.1    England, A.W.2    Metcalfe, J.R.3    McNichol, D.4    Goodison, B.E.5
  • 27
    • 0038009635 scopus 로고    scopus 로고
    • Numerical validation of the land surface process component of an LSP/R model
    • DOI 10.1016/S0309-1708(03)00048-4
    • J. Judge, L. Abriola, and A. England, "Numerical validation of the land surface process component of an LSP/R model," Adv. Water Res., vol. 26, no. 7, pp. 733-746, Jul. 2003. (Pubitemid 36815325)
    • (2003) Advances in Water Resources , vol.26 , Issue.7 , pp. 733-746
    • Judge, J.1    Abriola, L.M.2    England, A.W.3
  • 28
    • 0033188824 scopus 로고    scopus 로고
    • Growing season land surface process/radiobrightness model for wheat-stubble in the Southern Great Plains
    • DOI 10.1109/36.789611
    • J. Judge, A. England,W. Crosson, B. Hornbuckle,W. Boprie, E. Kim, and Y. Lieu, "A growing season land surface process/radiobrightness model for wheat-stubble in the Southern Great Plains," IEEE Trans. Geosci. Remote Sens., vol. 37, no. 5, pp. 2152-2158, Sep. 1999. (Pubitemid 30532643)
    • (1999) IEEE Transactions on Geoscience and Remote Sensing , vol.37 , Issue.5 PART 1 , pp. 2152-2158
    • Judge, J.1    England, A.2    Crosson, W.3    Hornbuckle, B.4    Boprie, W.5    Kim, E.6    Lieu, Y.7
  • 29
    • 33846331596 scopus 로고    scopus 로고
    • Intercomparison study of the land surface process model and the common land model for a prairie wetland in Florida
    • DOI 10.1175/JHM547.1
    • B. Whitfield, J. Jacobs, and J. Judge, "Intercomparison study of the land surface process model and the common land model for a prairie wetland in Florida," J. Hydrometeorol., vol. 7, no. 6, pp. 1247-1258, 2006. (Pubitemid 46111234)
    • (2006) Journal of Hydrometeorology , vol.7 , Issue.6 , pp. 1247-1258
    • Whitfield, B.1    Jacobs, J.M.2    Judge, J.3
  • 31
    • 0027451192 scopus 로고
    • CLASS - A Canadian land surface scheme for GCMs, II. Vegetation model and coupled runs
    • S. Verseghy, N. McFarlane, and M. Lazare, "Class-A Canadian land surface scheme for GCMs, II. Vegetation model and coupled runs," Int. J. Climatol., vol. 13, no. 4, pp. 347-370, May/Jun. 1993. (Pubitemid 23384052)
    • (1993) International Journal of Climatology , vol.13 , Issue.4 , pp. 347-370
    • Verseghy, D.L.1    McFarlane, N.A.2    Lazare, M.3
  • 34
    • 84981755275 scopus 로고
    • Moisture movement in porous materials under temperature gradients
    • J. Philip and D. de Vries, "Moisture movement in porous materials under temperature gradients," Trans. Amer. Geophys. Union, vol. 38, no. 2, pp. 222-232, 1957.
    • (1957) Trans. Amer. Geophys Union , vol.38 , Issue.2 , pp. 222-232
    • Philip, J.1    De Vries, D.2
  • 35
    • 84861674277 scopus 로고
    • Simultaneous transfer of heat and moisture in porous media
    • D. de Vries, "Simultaneous transfer of heat and moisture in porous media," Trans. Amer. Geophys. Union, vol. 39, no. 5, pp. 909-916, 1958.
    • (1958) Trans. Amer. Geophys. Union , vol.39 , Issue.5 , pp. 909-916
    • De Vries, D.1
  • 36
    • 53649089621 scopus 로고    scopus 로고
    • Estimation of energy and moisture fluxes for dynamic vegetation using coupled SVAT and crop-growth models
    • Jul doi:10.1029/2007WR006503
    • J. Casanova and J. Judge, "Estimation of energy and moisture fluxes for dynamic vegetation using coupled SVAT and crop-growth models," Water Res. Res., vol. 44, p. W07 415, Jul. 2008. doi:10.1029/2007WR006503.
    • (2008) Water Res. Res , vol.44
    • Casanova, J.1    Judge, J.2
  • 41
    • 0036889335 scopus 로고    scopus 로고
    • Adaptation and evaluation of the CROPGRO-soybean model to predict regional yield and production
    • DOI 10.1016/S0167-8809(01)00358-9, PII S0167880901003589
    • S. Jagtap and J. Jones, "Adaptation and evaluation of the CROPGROsoybean model to predict regional yield and production," Agriculture, Ecosyst. Environ., vol. 93, no. 1-3, pp. 73-85, Dec. 2002. (Pubitemid 35307310)
    • (2002) Agriculture, Ecosystems and Environment , vol.93 , Issue.1-3 , pp. 73-85
    • Jagtap, S.S.1    Jones, J.W.2
  • 42
    • 0036156464 scopus 로고    scopus 로고
    • Repeatability of model genetic coefficients derived from soybean performance trials across different states
    • T. Mavromatis, K. Boote, J. Jones, G. Wilkerson, and G. Hoogenboom, "Repeatability of model genetic coefficients derived from soybean performance trials across different states," Crop Sci., vol. 42, no. 1, pp. 76-89, Jan. 2002. (Pubitemid 34107976)
    • (2002) Crop Science , vol.42 , Issue.1 , pp. 76-89
    • Mavromatis, T.1    Boote, K.J.2    Jones, J.W.3    Wilkerson, G.G.4    Hoogenboom, G.5
  • 44
    • 11144342220 scopus 로고    scopus 로고
    • Using optimization to estimate soil inputs of crop models for use in site-specific management
    • R. Braga and J. Jones, "Using optimization to estimate soil inputs of crop models for use in site-specific management," Trans. ASAE, vol. 47, no. 5, pp. 1821-1831, 2004. (Pubitemid 40033662)
    • (2004) Transactions of the American Society of Agricultural Engineers , vol.47 , Issue.5 , pp. 1821-1831
    • Braga, R.P.1    Jones, J.W.2
  • 46
    • 31944434739 scopus 로고    scopus 로고
    • Evaluating the CROPGRO-soybean model ability to simulate photosynthesis response to carbon dioxide levels
    • DOI 10.2134/agronj2004-0298
    • G. Alagarswamy, K. Boote, L. Allen, and J. Jones, "Evaluating the CROPGRO-soybean model ability to simulate photosynthesis response to carbon dioxide levels," J. Agronomy, vol. 98, no. 1, pp. 34-42, 2006. (Pubitemid 43190527)
    • (2006) Agronomy Journal , vol.98 , Issue.1 , pp. 34-42
    • Alagarswamy, G.1    Boote, K.J.2    Allen Jr., L.H.3    Jones, J.W.4
  • 47
    • 33846247109 scopus 로고    scopus 로고
    • Evaluating the CROPGRO soybean model for predicting impacts of insect defoliation and depodding
    • DOI 10.2134/agronj2005.0338
    • J. Timsina, K. Boote, and S. Duffield, "Evaluating the CROPGRO Soybean model for predicting impacts of insect defoliation and depodding," J. Agronomy, vol. 99, no. 1, pp. 148-157, 2007. (Pubitemid 46105361)
    • (2007) Agronomy Journal , vol.99 , Issue.1 , pp. 148-157
    • Timsina, J.1    Boote, K.J.2    Duffield, S.3
  • 48
    • 33748907877 scopus 로고    scopus 로고
    • Calibration of the CERES-Maize model for linkage with a microwave remote sensing model
    • J. Casanova, J. Judge, and J. Jones, "Calibration of the CERES-Maize model for linkage with a microwave remote sensing model," Trans. ASABE, vol. 49, no. 3, pp. 783-792, 2006. (Pubitemid 44427026)
    • (2006) Transactions of the ASABE , vol.49 , Issue.3 , pp. 783-792
    • Casanova, J.J.1    Judge, J.2    Jones, J.W.3
  • 50
    • 0020458116 scopus 로고
    • Passive microwave sensing of soil moisture under vegetation canopies
    • T. Jackson, T. Schmugge, and J. Wang, "Passive microwave remote sensing of soil moisture under vegetation canopies," Water Res. Res., vol. 18, no. 4, pp. 1137-1142, 1982. (Pubitemid 13265782)
    • (1982) Water Resources Research , vol.18 , Issue.4 , pp. 1137-1142
    • Jackson, T.J.1    Schmugge, T.J.2    Wang, J.R.3
  • 51
    • 0026835122 scopus 로고
    • Backscattering from a randomly rough dielectric surface
    • Mar
    • A. Fung, Z. Li, and K. Chen, "Backscattering from a randomly rough dielectric surface," IEEE Trans. Geosci. Remote Sens., vol. 30, no. 2, pp. 356-369, Mar. 1992.
    • (1992) IEEE Trans. Geosci. Remote Sens , vol.30 , Issue.2 , pp. 356-369
    • Fung, A.1    Li, Z.2    Chen, K.3
  • 53
    • 0025489055 scopus 로고
    • Attenuation of soil microwave emissivity by corn and soybeans at 1.4 and 5 GHz
    • Sep
    • T. Jackson and P. ONeill, "Attenuation of soil microwave emissivity by corn and soybeans at 1.4 and 5 GHz," IEEE Trans. Geosci. Remote Sens., vol. 28, no. 5, pp. 978-980, Sep. 1990.
    • (1990) IEEE Trans. Geosci. Remote Sens , vol.28 , Issue.5 , pp. 978-980
    • Jackson, T.1    Oneill, P.2
  • 54
    • 0000047587 scopus 로고
    • Vegetation effects on the microwave emission of soils
    • Jun
    • T. Jackson and T. Schmugge, "Vegetation effects on the microwave emission of soils," Remote Sens. Environ., vol. 36, no. 3, pp. 203-212, Jun. 1991.
    • (1991) Remote Sens. Environ , vol.36 , Issue.3 , pp. 203-212
    • Jackson, T.1    Schmugge, T.2
  • 55
    • 0030242477 scopus 로고    scopus 로고
    • Dependency of attenuation in a vegetation canopy on frequency and plant water content
    • Sep
    • D. Le Vine and M. Karam, "Dependency of attenuation in a vegetation canopy on frequency and plant water content," IEEE Trans. Geosci. Remote Sens., vol. 34, no. 5, pp. 1090-1094, Sep. 1996.
    • (1996) IEEE Trans. Geosci. Remote Sens , vol.34 , Issue.5 , pp. 1090-1094
    • Le Vine, D.1    Karam, M.2
  • 57
    • 77957006253 scopus 로고    scopus 로고
    • A scalable approach to fusing spatiotemporal data to estimate streamflow via a Bayesian network
    • Oct
    • K. Nagarajan, C. Krekeler, K. C. Slatton, and W. D. Graham, "A scalable approach to fusing spatiotemporal data to estimate streamflow via a Bayesian network," IEEE Trans. Geosci. Remote Sens., vol. 48, no. 10, pp. 3720-3732, Oct. 2010.
    • (2010) IEEE Trans. Geosci. Remote Sens , vol.48 , Issue.10 , pp. 3720-3732
    • Nagarajan, K.1    Krekeler, C.2    Slatton, K.C.3    Graham, W.D.4
  • 61
    • 84884550570 scopus 로고    scopus 로고
    • The ensemble Kalman filter: Theoretical formulation and practical implementation
    • G. Evensen, "The ensemble Kalman filter: Theoretical formulation and practical implementation," Ocean Dyn., vol. 53, no. 4, pp. 343-367, 2003.
    • (2003) Ocean Dyn , vol.53 , Issue.4 , pp. 343-367
    • Evensen, G.1
  • 62
    • 43049124773 scopus 로고    scopus 로고
    • Accuracy of top soil moisture simulation using a mechanistic model with limited soil characterization
    • Mar
    • A. Chanzy, M. Mumen, and G. Richard, "Accuracy of top soil moisture simulation using a mechanistic model with limited soil characterization," Water Res. Res., vol. 44, no. 3, p. W03 432, Mar. 2008.
    • (2008) Water Res. Res , vol.44 , Issue.3
    • Chanzy, A.1    Mumen, M.2    Richard, G.3
  • 63
    • 84869494099 scopus 로고    scopus 로고
    • Parameter sensitivity analysis for root zone soil moisture in svat models
    • Fort Lauderdale, FL Joint Assembly
    • D. Agrawal, A. Monsivais-Huertero,W. Graham, and J. Judge, "Parameter sensitivity analysis for root zone soil moisture in svat models," in Proc. Amer. Geophys. Union, Fort Lauderdale, FL, 2008, Joint Assembly.
    • (2008) Proc. Amer. Geophys Union
    • Agrawal, D.1    Monsivais-Huertero, A.2    Graham, W.3    Judge, J.4
  • 64
    • 0026838708 scopus 로고
    • An empirical model and an inversion technique for radar scattering from bare soil surfaces
    • Mar
    • Y. Oh, K. Sarabandi, and F. Ulaby, "An empirical model and an inversion technique for radar scattering from bare soil surfaces," IEEE Trans. Geosci. Remote Sens., vol. 30, no. 2, pp. 370-381, Mar. 1992.
    • (1992) IEEE Trans. Geosci. Remote Sens , vol.30 , Issue.2 , pp. 370-381
    • Oh, Y.1    Sarabandi, K.2    Ulaby, F.3
  • 65
    • 0037211220 scopus 로고    scopus 로고
    • A new empirical model to retrieve soil moisture and roughness from C-band radar data
    • DOI 10.1016/S0034-4257(02)00069-X, PII S003442570200069X
    • M. Zribi and M. Dechambre, "A new empirical model to retrieve soil moisture and roughness from C-band radar data," Remote Sens. Environ., vol. 84, no. 1, pp. 42-52, Jan. 2003. (Pubitemid 35409422)
    • (2003) Remote Sensing of Environment , vol.84 , Issue.1 , pp. 42-52
    • Zribi, M.1    Dechambre, M.2
  • 66
    • 71149106468 scopus 로고    scopus 로고
    • The Ensemble Particle Filter (EnPF) in rainfall-runoff models
    • doi:10.1007/s00 477-008-0301-z
    • G. van Delft, G. El Serafy, and A. Heemink, "The Ensemble Particle Filter (EnPF) in rainfall-runoff models," Stoch. Environ. Res. Risk Assess., vol. 1, 2009. doi:10.1007/s00 477-008-0301-z.
    • (2009) Stoch. Environ. Res. Risk Assess , vol.1
    • Van Delft, G.1    El Serafy, G.2    Heemink, A.3
  • 67
    • 84869500211 scopus 로고
    • Objective quality control of observations using Bayesian methods: Theory, and a practical implementation
    • Jan
    • A. Lorenc and O. Hammon, "Objective quality control of observations using Bayesian methods: Theory, and a practical implementation," Q. J. R. Meteorol. Soc., vol. 23, no. 8, pp. 1203-1211, Jan. 1988.
    • (1988) Q. J. R. Meteorol. Soc , vol.23 , Issue.8 , pp. 1203-1211
    • Lorenc, A.1    Hammon, O.2
  • 68
    • 0038543354 scopus 로고    scopus 로고
    • Local random errors in tipping-bucket rain gauge measurements
    • DOI 10.1175/1520-0426 (2003)20<752: LREITB>2.0.CO;2
    • G. Ciach, "Local random errors in tipping-bucket rain gauge measurements," J. Atmos. Ocean. Technol., vol. 20, no. 5, pp. 752-759, May 2003. (Pubitemid 36685089)
    • (2003) Journal of Atmospheric and Oceanic Technology , vol.20 , Issue.5 , pp. 752-759
    • Ciach, G.J.1
  • 69
    • 0035282230 scopus 로고    scopus 로고
    • Sampling errors of tipping-bucket rain gauge measurements
    • DOI 10.1061/(ASCE)1084-0699(2001)6:2(159)
    • E. Habib, W. Krajewski, and A. Kruger, "Sampling errors of tippingbucket rain gauge measurements," J. Hydrol. Eng., vol. 6, no. 2, pp. 159-166, Mar./Apr. 2001. (Pubitemid 32206123)
    • (2001) Journal of Hydrologic Engineering , vol.6 , Issue.2 , pp. 159-166
    • Habib, E.1    Krajewski, W.F.2    Kruger, A.3
  • 70
    • 34248339239 scopus 로고    scopus 로고
    • From near-surface to root-zone soil moisture using different assimilation techniques
    • Apr
    • J. M. Sabater, L. Jarlan, J.-C. Calvet, and F. Bouyssel, "From near-surface to root-zone soil moisture using different assimilation techniques," J. Hydrometeorol., vol. 8, no. 2, pp. 194-206, Apr. 2008.
    • (2008) J. Hydrometeorol , vol.8 , Issue.2 , pp. 194-206
    • Sabater, J.M.1    Jarlan, L.2    Calvet, J.-C.3    Bouyssel, F.4
  • 72
    • 0004041027 scopus 로고
    • 1st ed. Wageningen, The Netherlands: Centre Agricultural Publ. and Documentation
    • J. Goudriaan, Crop Micrometeorology: A Simulation Study, 1st ed. Wageningen, The Netherlands: Centre Agricultural Publ. and Documentation, 1977.
    • (1977) Crop Micrometeorology: A Simulation Study
    • Goudriaan, J.1
  • 73
    • 0028333105 scopus 로고
    • Modeling of soil water retention from saturation to oven dryness
    • DOI 10.1029/93WR03238
    • C. Rossi and J. Nimmo, "Modeling of soil water retention from saturation to oven dryness," Water Res. Res., vol. 30, no. 3, pp. 701-708, 1994. (Pubitemid 24405763)
    • (1994) Water Resources Research , vol.30 , Issue.3 , pp. 701-708
    • Rossi, C.1    Nimmo, J.R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.