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Volumn 120, Issue 16, 2015, Pages 8023-8042

Effective soil moisture estimate and its uncertainty using multimodel simulation based on bayesian model averaging

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN ANALYSIS; GENETIC ALGORITHM; HYDROLOGICAL MODELING; LAND SURFACE; MOISTURE FLUX; PARAMETERIZATION; RHIZOSPHERE; SOIL MOISTURE; UNCERTAINTY ANALYSIS;

EID: 84942195209     PISSN: 01480227     EISSN: 21562202     Source Type: Journal    
DOI: 10.1002/2014JD022905     Document Type: Article
Times cited : (28)

References (82)
  • 2
    • 33847624519 scopus 로고    scopus 로고
    • An integrated hydrologic Bayesianmultimodel combination framework: Confronting input, parameter, and model structural uncertainty in hydrologic prediction
    • Ajami, N. K., Q. Y. Duan, and S. Sorooshian (2007), An integrated hydrologic Bayesianmultimodel combination framework: Confronting input, parameter, and model structural uncertainty in hydrologic prediction, Water Resour. Res., 43, W01403, doi: 10.1029/2005WR004745.
    • (2007) Water Resour. Res. , vol.43
    • Ajami, N.K.1    Duan, Q.Y.2    Sorooshian, S.3
  • 3
    • 84894186905 scopus 로고    scopus 로고
    • A general probabilistic framework for uncertainty and sensitivity analysis of deterministic models
    • 2012 International Congress on Environmental Modelling and Software Managing Resources of a Limited Planet, Sixth Biennial Meeting, Leipzig, Germany
    • Baroni, G., and S. Tarantola (2012), A general probabilistic framework for uncertainty and sensitivity analysis of deterministic models, International Environmental Modelling and Software Society (iEMSs), 2012 International Congress on Environmental Modelling and Software Managing Resources of a Limited Planet, Sixth Biennial Meeting, Leipzig, Germany.
    • (2012) International Environmental Modelling and Software Society (iEMSs)
    • Baroni, G.1    Tarantola, S.2
  • 4
    • 42949123162 scopus 로고    scopus 로고
    • Parameter uncertainty, sensitivity analysis and prediction error in a water-balance hydrological model
    • Benke, K. K., K. E. Lowell, and A. J. Hamilton (2008), Parameter uncertainty, sensitivity analysis and prediction error in a water-balance hydrological model, Math. Comput. Model., 47, 1134-1149.
    • (2008) Math. Comput. Model. , vol.47 , pp. 1134-1149
    • Benke, K.K.1    Lowell, K.E.2    Hamilton, A.J.3
  • 5
    • 40049100822 scopus 로고    scopus 로고
    • On the estimation of antecedent wetness conditions in rainfall-runoff modelling
    • Brocca, L., F. Melone, and T. Moramarco (2008), On the estimation of antecedent wetness conditions in rainfall-runoff modelling, Hydrol. Processes., 22, 629-642, doi: 10.1002/hyp.6629.
    • (2008) Hydrol. Processes. , vol.22 , pp. 629-642
    • Brocca, L.1    Melone, F.2    Moramarco, T.3
  • 6
    • 77955280283 scopus 로고    scopus 로고
    • Spatial-temporal variability of soil moisture and its estimation across scales
    • Brocca, L., F. Melone, T. Moramarco, and R. Morbidelli (2010), Spatial-temporal variability of soil moisture and its estimation across scales, Water Resour. Res., 46, W02516, doi: 10.1029/2009WR008016.
    • (2010) Water Resour. Res. , vol.46
    • Brocca, L.1    Melone, F.2    Moramarco, T.3    Morbidelli, R.4
  • 8
    • 0033920227 scopus 로고    scopus 로고
    • Prospective and retrospective perturbation analyses: Their roles in conservation biology
    • Caswell, H. (2000), Prospective and retrospective perturbation analyses: Their roles in conservation biology, Ecology, 81, 619-627.
    • (2000) Ecology , vol.81 , pp. 619-627
    • Caswell, H.1
  • 9
    • 0018004518 scopus 로고
    • Empirical equations for some soil hydraulic properties
    • Clapp, R. B., and G. M. Hornberger (1978), Empirical equations for some soil hydraulic properties, Water Resour. Res., 14(4), 601-604, doi: 10.1029/WR014i004p00601.
    • (1978) Water Resour. Res. , vol.14 , Issue.4 , pp. 601-604
    • Clapp, R.B.1    Hornberger, G.M.2
  • 10
    • 80155212428 scopus 로고    scopus 로고
    • Recent developments in predictive uncertainty assessment based on the model conditional processor approach
    • Coccia, G., and E. Todini (2011), Recent developments in predictive uncertainty assessment based on the model conditional processor approach, Hydrol. Earth Syst. Sci., 15(10), 3253-3274.
    • (2011) Hydrol. Earth Syst. Sci. , vol.15 , Issue.10 , pp. 3253-3274
    • Coccia, G.1    Todini, E.2
  • 11
    • 0001693589 scopus 로고
    • Elasticity: The relative contribution of demographic parameters to population growth rate
    • de Kroon, H., A. Plaisier, J. van Groenendael, and H. Caswell (1986), Elasticity: The relative contribution of demographic parameters to population growth rate, Ecology, 67, 1427-1431.
    • (1986) Ecology , vol.67 , pp. 1427-1431
    • de Kroon, H.1    Plaisier, A.2    van Groenendael, J.3    Caswell, H.4
  • 12
    • 0002212612 scopus 로고
    • Biosphere atmosphere transfer scheme (BATS) version 1e as coupled to the NCAR Community Climate Model
    • Natl. Cent. for Atmos. Res., Boulder, Colo
    • Dickinson, R. E., A. Henderson-Sellers, and P. J. Kennedy (1993), Biosphere atmosphere transfer scheme (BATS) version 1e as coupled to the NCAR Community Climate Model, NCAR Tech. Note NCAR/TN-378+STR, Natl. Cent. for Atmos. Res., Boulder, Colo.
    • (1993) NCAR Tech. Note NCAR/TN-378+STR
    • Dickinson, R.E.1    Henderson-Sellers, A.2    Kennedy, P.J.3
  • 13
    • 39849111510 scopus 로고    scopus 로고
    • On soil moisture-vegetation feedbacks and their possible effects on the dynamics of dryland ecosystem
    • D’Odorico, P., K. Caylor, G. S. Okin, and T. M. Scanlon (2007), On soil moisture-vegetation feedbacks and their possible effects on the dynamics of dryland ecosystem, J. Geophys. Res., 112, G04010, doi: 10.1029/2006JG000379.
    • (2007) J. Geophys. Res. , vol.112
    • D’Odorico, P.1    Caylor, K.2    Okin, G.S.3    Scanlon, T.M.4
  • 14
    • 77957560934 scopus 로고    scopus 로고
    • Bayesian estimation of local signal and noise in multimodel simulations of climate change
    • Duan, Q., and T. J. Phillips (2010), Bayesian estimation of local signal and noise in multimodel simulations of climate change, J. Geophys. Res., 115, D18123, doi: 10.1029/2009JD013654.
    • (2010) J. Geophys. Res. , vol.115
    • Duan, Q.1    Phillips, T.J.2
  • 15
    • 0026445234 scopus 로고
    • Effective and efficient global optimization for conceptual Rainfall-Runoff models
    • Duan, Q., S. Sorooshian, and V. Gupta (1992), Effective and efficient global optimization for conceptual Rainfall-Runoff models, Water Resour. Res., 28(4), 265-284, doi: 10.1029/91WR02985.
    • (1992) Water Resour. Res. , vol.28 , Issue.4 , pp. 265-284
    • Duan, Q.1    Sorooshian, S.2    Gupta, V.3
  • 16
    • 33847274843 scopus 로고    scopus 로고
    • Multi-model ensemble hydrologic prediction using Bayesian model averaging
    • Duan, Q., N. K. Ajami, X. Gao, and S. Sorooshian (2007), Multi-model ensemble hydrologic prediction using Bayesian model averaging, Adv. Water Resour., 30, 1371-1386.
    • (2007) Adv. Water Resour. , vol.30 , pp. 1371-1386
    • Duan, Q.1    Ajami, N.K.2    Gao, X.3    Sorooshian, S.4
  • 17
    • 1442314273 scopus 로고    scopus 로고
    • Implementation of Noah land surface model advances in the National Centers for Environmental Prediction operational mesoscale Eta Model
    • Ek, M., K. E. Mitchell, Y. Lin, E. Rogers, P. Grunmann, V. Koren, G. Gayno, and J. D. Tarpley (2003), Implementation of Noah land surface model advances in the National Centers for Environmental Prediction operational mesoscale Eta Model, J. Geophys. Res., 108(D22), 8851, doi: 10.1029/2002JD003296.
    • (2003) J. Geophys. Res. , vol.108 , Issue.D22 , pp. 8851
    • Ek, M.1    Mitchell, K.E.2    Lin, Y.3    Rogers, E.4    Grunmann, P.5    Koren, V.6    Gayno, G.7    Tarpley, J.D.8
  • 18
    • 85029158269 scopus 로고    scopus 로고
    • The North American land data assimilation system: Application to drought over CONUS
    • Fall Meet., Abstract GC31A-1015
    • Ek, M., Y. Xia, E. F. Wood, J. Sheffield, B. Cosgrove, and K. Mo (2011), The North American land data assimilation system: Application to drought over CONUS, AGU, Fall Meet., Abstract GC31A-1015.
    • (2011) AGU
    • Ek, M.1    Xia, Y.2    Wood, E.F.3    Sheffield, J.4    Cosgrove, B.5    Mo, K.6
  • 19
    • 4143139874 scopus 로고    scopus 로고
    • Characterizing streamflow simulation uncertainty through multimodel ensembles
    • Georgakakos, K. P., D. J. Seo, H. Gupta, J. Schake, and M. B. Butts (2004), Characterizing streamflow simulation uncertainty through multimodel ensembles, J. Hydrol., 298(1-4), 222-241.
    • (2004) J. Hydrol. , vol.298 , Issue.1-4 , pp. 222-241
    • Georgakakos, K.P.1    Seo, D.J.2    Gupta, H.3    Schake, J.4    Butts, M.B.5
  • 20
    • 20444484849 scopus 로고    scopus 로고
    • Calibrated probabilistic forecasting using ensemble model output statistics and minimum CRPS estimation
    • Gneiting, T., A. E. Raftery, A. H. Westveld, and T. Goldman (2005), Calibrated probabilistic forecasting using ensemble model output statistics and minimum CRPS estimation, Mon. Weather Rev., 133, 1098-1118.
    • (2005) Mon. Weather Rev. , vol.133 , pp. 1098-1118
    • Gneiting, T.1    Raftery, A.E.2    Westveld, A.H.3    Goldman, T.4
  • 23
    • 72049131858 scopus 로고    scopus 로고
    • Effects of vegetation and soil moisture on the simulated land surface processes from the coupled WRF/Noah model
    • Hong, S., V. Lakshmi, E. E. Small, F. Chen, M. Tewari, and K. W. Manning (2009), Effects of vegetation and soil moisture on the simulated land surface processes from the coupled WRF/Noah model, J. Geophys. Res., 114, D18118, doi: 10.1029/2008JD011249.
    • (2009) J. Geophys. Res. , vol.114
    • Hong, S.1    Lakshmi, V.2    Small, E.E.3    Chen, F.4    Tewari, M.5    Manning, K.W.6
  • 24
    • 68349099316 scopus 로고    scopus 로고
    • A sequential Bayesian approach for hydrologic model selection and prediction
    • Hsu, K. L., H. Moradkhani, and S. Sorooshian (2009), A sequential Bayesian approach for hydrologic model selection and prediction, Water Resour. Res., 45, W00B12, doi: 10.1029/2008WR006824.
    • (2009) Water Resour. Res. , vol.45
    • Hsu, K.L.1    Moradkhani, H.2    Sorooshian, S.3
  • 25
    • 0037001205 scopus 로고    scopus 로고
    • On the identification of macroscopic root water uptake parameters from soil water content observations
    • Hupet, F., S. Lambot, M. Javaux, and M. Vanclooster (2002), On the identification of macroscopic root water uptake parameters from soil water content observations, Water Resour. Res., 38(12), 1300, doi: 10.1029/2002WR001556.
    • (2002) Water Resour. Res. , vol.38 , Issue.12 , pp. 1300
    • Hupet, F.1    Lambot, S.2    Javaux, M.3    Vanclooster, M.4
  • 26
    • 0036127173 scopus 로고    scopus 로고
    • Inverse modeling in estimating soil hydraulic functions: A genetic algorithm approach
    • Ines, A. V. M., and P. Droogers (2002), Inverse modeling in estimating soil hydraulic functions: A genetic algorithm approach, Hydrol. Earth Syst. Sci., 6(1), 49-65.
    • (2002) Hydrol. Earth Syst. Sci. , vol.6 , Issue.1 , pp. 49-65
    • Ines, A.V.M.1    Droogers, P.2
  • 27
    • 49449118696 scopus 로고    scopus 로고
    • Near-surface soil moisture assimilation for quantifying effective soil hydraulic properties using genetic algorithm: I. Conceptual modeling
    • Ines, A. V. M., and B. P. Mohanty (2008), Near-surface soil moisture assimilation for quantifying effective soil hydraulic properties using genetic algorithm: I. Conceptual modeling, Water Resour. Res., 44, W06422, doi: 10.1029/2007WR005990.
    • (2008) Water Resour. Res. , vol.44
    • Ines, A.V.M.1    Mohanty, B.P.2
  • 28
    • 61349167150 scopus 로고    scopus 로고
    • Near-surface soil moisture assimilation for quantifying effective soil hydraulic properties using genetic algorithm (II. Using airborne remote sensing during SGP97 and SMEX02)
    • Ines, A. V. M., and B. P. Mohanty (2009), Near-surface soil moisture assimilation for quantifying effective soil hydraulic properties using genetic algorithm (II. Using airborne remote sensing during SGP97 and SMEX02), Water Resour. Res., 45, W01408, doi: 10.1029/2008WR007022.
    • (2009) Water Resour. Res. , vol.45
    • Ines, A.V.M.1    Mohanty, B.P.2
  • 30
    • 38749149942 scopus 로고    scopus 로고
    • Development of a land surface model including evaporation and adsorption processes in the soil for the land-air exchange in arid regions
    • Katata, G., H. Nagai, H. Ueda, N. Agam, and P. R. Berliner (2007), Development of a land surface model including evaporation and adsorption processes in the soil for the land-air exchange in arid regions, J. Hydrometeorol., 8, doi: 10.1175/2007JHM829.1.
    • (2007) J. Hydrometeorol. , vol.8
    • Katata, G.1    Nagai, H.2    Ueda, H.3    Agam, N.4    Berliner, P.R.5
  • 33
    • 0033609629 scopus 로고    scopus 로고
    • A parameterization of snowpack and frozen ground intended for NCEP weather and climate models
    • Koren, V., J. Schaake, K. Mitchell, Q. Y. Duan, F. Chen, and J. M. Baker (1999), A parameterization of snowpack and frozen ground intended for NCEP weather and climate models, J. Geophys. Res., 104, 19,569-19,585, doi: 10.1029/1999JD900232.
    • (1999) J. Geophys. Res. , vol.104 , pp. 19569-19585
    • Koren, V.1    Schaake, J.2    Mitchell, K.3    Duan, Q.Y.4    Chen, F.5    Baker, J.M.6
  • 34
    • 0003948573 scopus 로고    scopus 로고
    • Energy and water balance calculations in the Mosaic LSM
    • Koster, R., and M. Suarez (1996), Energy and water balance calculations in the Mosaic LSM, NASA Tech. Memo. 9, 104606.
    • (1996) NASA Tech. Memo , vol.9
    • Koster, R.1    Suarez, M.2
  • 36
    • 85029149389 scopus 로고    scopus 로고
    • User’s Guide of SWAP version 2.0
    • DLO Winand Staring Cent., Wageningen Agric. Univ., Wageningen, Netherlands
    • Kroes, J. G., J. G. Van Dam, J. Huygen, and R. W. Vervoort (1998), User’s Guide of SWAP version 2.0, Tech. Doc. 48, DLO Winand Staring Cent., Wageningen Agric. Univ., Wageningen, Netherlands.
    • (1998) Tech. Doc , pp. 48
    • Kroes, J.G.1    Van Dam, J.G.2    Huygen, J.3    Vervoort, R.W.4
  • 37
    • 0032853041 scopus 로고    scopus 로고
    • Bayesian theory of probabilistic forecasting via deterministic hydrologic model
    • Krzysztofowicz, R. (1999), Bayesian theory of probabilistic forecasting via deterministic hydrologic model, Water Resour. Res., 35, 2739-2750, doi: 10.1029/1999WR900099.
    • (1999) Water Resour. Res. , vol.35 , pp. 2739-2750
    • Krzysztofowicz, R.1
  • 38
    • 0033735880 scopus 로고    scopus 로고
    • Hydrologic uncertainty processor for probabilistic river stage forecasting
    • Krzysztofowicz, R., and K. S. Kelly (2000), Hydrologic uncertainty processor for probabilistic river stage forecasting, Water Resour. Res., 36(11), 3265-3277, doi: 10.1029/2000WR900108.
    • (2000) Water Resour. Res. , vol.36 , Issue.11 , pp. 3265-3277
    • Krzysztofowicz, R.1    Kelly, K.S.2
  • 40
    • 78651104999 scopus 로고    scopus 로고
    • Climate-soil-vegetation control on groundwater table dynamics and its feedbacks in a climate model
    • Leung, L. R., M. Huang, Y. Qian, and X. Liang (2011), Climate-soil-vegetation control on groundwater table dynamics and its feedbacks in a climate model, J. Clim., 36, 57-81.
    • (2011) J. Clim. , vol.36 , pp. 57-81
    • Leung, L.R.1    Huang, M.2    Qian, Y.3    Liang, X.4
  • 41
    • 84855337401 scopus 로고    scopus 로고
    • Evaluating runoff simulations from the Community Land Model 4.0 using observations from flux towers and a mountainous watershed
    • Li, H., M. Huang, M. S. Wigmosta, Y. Ke, A. M. Coleman, L. R. Leung, A. Wang, and D. M. Ricciuto (2011), Evaluating runoff simulations from the Community Land Model 4.0 using observations from flux towers and a mountainous watershed, J. Geophys. Res., 116, D24120, doi: 10.1029/2011JD016276.
    • (2011) J. Geophys. Res. , vol.116
    • Li, H.1    Huang, M.2    Wigmosta, M.S.3    Ke, Y.4    Coleman, A.M.5    Leung, L.R.6    Wang, A.7    Ricciuto, D.M.8
  • 42
    • 0028602239 scopus 로고
    • A simple hydrologically based model of land surface water, energy fluxes for general circulation models
    • Liang, X., D. P. Lettenmaier, E. F. Wood, and S. J. Burges (1994), A simple hydrologically based model of land surface water, energy fluxes for general circulation models, J. Geophys. Res., 99(D7), 14,415-14,428, doi: 10.1029/94JD00483.
    • (1994) J. Geophys. Res. , vol.99 , Issue.D7 , pp. 14415-14428
    • Liang, X.1    Lettenmaier, D.P.2    Wood, E.F.3    Burges, S.J.4
  • 43
    • 13244297127 scopus 로고    scopus 로고
    • Exploring parameter sensitivities of the land surface using a locally coupled land-atmosphere model
    • Liu, Y., H. V. Gupta, S. Sorooshian, L. A. Bastidas, and W. J. Shuttleworth (2004), Exploring parameter sensitivities of the land surface using a locally coupled land-atmosphere model, J. Geophys. Res., 109, D21101, doi: 10.1029/2004JD004730.
    • (2004) J. Geophys. Res. , vol.109
    • Liu, Y.1    Gupta, H.V.2    Sorooshian, S.3    Bastidas, L.A.4    Shuttleworth, W.J.5
  • 44
    • 85086236081 scopus 로고    scopus 로고
    • Comparison of soil moisture in GLDAS model simulations and satellite observations over the Murray Darling Basin
    • edited by R. S. Anderssen et al.,, Modell. and Simul. Soc. of Australia and New Zealand and Int. Assoc. for Math. and Comput. in Simul., Cairns
    • Liu, Y. Y., M. F. McCabe, J. P. Evans, A. I. J. M. van Dijk, R. A. M. de Jeu, and H. Su (2009), Comparison of soil moisture in GLDAS model simulations and satellite observations over the Murray Darling Basin, in 18th World IMACS Congress and MODSIM09 International Congress on Modelling and Simulation, edited by R. S. Anderssen et al., pp. 2798-2804, Modell. and Simul. Soc. of Australia and New Zealand and Int. Assoc. for Math. and Comput. in Simul., Cairns.
    • (2009) 18th World IMACS Congress and MODSIM09 International Congress on Modelling and Simulation , pp. 2798-2804
    • Liu, Y.Y.1    McCabe, M.F.2    Evans, J.P.3    van Dijk, A.I.J.M.4    de Jeu, R.A.M.5    Su, H.6
  • 45
    • 0001457509 scopus 로고
    • Some methods for classification and analysis of multivariate observations
    • Univ. of Calif. Press, Berkeley, Calif
    • MacQueen, J. (1967), Some methods for classification and analysis of multivariate observations, in Proceedings of 5th Berkeley Symposium on Mathematical Statistics and Probability, vol. 1, pp. 281-297, Univ. of Calif. Press, Berkeley, Calif.
    • (1967) Proceedings of 5th Berkeley Symposium on Mathematical Statistics and Probability , vol.1 , pp. 281-297
    • MacQueen, J.1
  • 46
    • 0035518666 scopus 로고    scopus 로고
    • Spatio-temporal evolution and time-stable characteristics of soil moisture within remote sensing footprints with varying soil, slope, and vegetation
    • Mohanty, B. P., and T. H. Skaggs (2001), Spatio-temporal evolution and time-stable characteristics of soil moisture within remote sensing footprints with varying soil, slope, and vegetation, Adv. Water Resour., 24, 1051-1067.
    • (2001) Adv. Water Resour. , vol.24 , pp. 1051-1067
    • Mohanty, B.P.1    Skaggs, T.H.2
  • 47
    • 0036563072 scopus 로고    scopus 로고
    • Soil property database: Southern Great Plains 1997 hydrology experiment
    • Mohanty, B. P., D. A. Miller, and M. T. van Genuchten (2002), Soil property database: Southern Great Plains 1997 hydrology experiment, Water Resour. Res., 38(5), 1047, doi: 10.1029/2000WR000076.
    • (2002) Water Resour. Res. , vol.38 , Issue.5 , pp. 1047
    • Mohanty, B.P.1    Miller, D.A.2    van Genuchten, M.T.3
  • 48
    • 0016961814 scopus 로고
    • A new model for predicting the hydraulic conductivity of unsaturated porous media
    • Mualem, Y. (1976), A new model for predicting the hydraulic conductivity of unsaturated porous media, Water Resour. Res., 12, 513-522, doi: 10.1029/WR012i003p00513.
    • (1976) Water Resour. Res. , vol.12 , pp. 513-522
    • Mualem, Y.1
  • 49
    • 0034099373 scopus 로고    scopus 로고
    • Potentials and limitations of modelling vertical distributions of root water uptake of an Austrian pine forest on a sandy soil
    • Musters, P. A. D., W. Bouten, and J. M. Verstraten (2000), Potentials and limitations of modelling vertical distributions of root water uptake of an Austrian pine forest on a sandy soil, Hydrol. Processes, 14, 103-115.
    • (2000) Hydrol. Processes , vol.14 , pp. 103-115
    • Musters, P.A.D.1    Bouten, W.2    Verstraten, J.M.3
  • 50
    • 23744464934 scopus 로고    scopus 로고
    • Estimation of long-term soil moisture using a distributed parameter hydrologic model and verification using remotely sensed data
    • Narasimhan, B., R. Srinivasan, J. G. Arnold, and M. Di Luzio (2005), Estimation of long-term soil moisture using a distributed parameter hydrologic model and verification using remotely sensed data, Trans. ASAE, 48(3), 1101-1113.
    • (2005) Trans. ASAE , vol.48 , Issue.3 , pp. 1101-1113
    • Narasimhan, B.1    Srinivasan, R.2    Arnold, J.G.3    Di Luzio, M.4
  • 51
    • 34250338908 scopus 로고    scopus 로고
    • Development of a simple groundwater model for use in climate models and evaluation with gravity recovery and climate experiment data
    • Niu, G. Y., Z. L. Yang, R. E. Dickinson, L. E. Gulden, and H. Su (2007), Development of a simple groundwater model for use in climate models and evaluation with gravity recovery and climate experiment data, J. Geophys. Res., 112, D07103, doi: 10.1029/2006JD007522.
    • (2007) J. Geophys. Res. , vol.112
    • Niu, G.Y.1    Yang, Z.L.2    Dickinson, R.E.3    Gulden, L.E.4    Su, H.5
  • 54
    • 84981755275 scopus 로고
    • Moisture movement in porous materials under temperature gradients
    • Philip, J. R., and D. de Vries (1957), Moisture movement in porous materials under temperature gradients, Eos Trans. AGU, 38, 222-232.
    • (1957) Eos Trans. AGU , vol.38 , pp. 222-232
    • Philip, J.R.1    de Vries, D.2
  • 55
    • 58049090590 scopus 로고    scopus 로고
    • An observational analysis and evaluation of land surface model accuracy in the Nebraska Sand Hills
    • Radell, D. B., and C. M. Rowe (2008), An observational analysis and evaluation of land surface model accuracy in the Nebraska Sand Hills, J. Hydrometeorol., 9, doi: 10.1175/2007JHM913.1.
    • (2008) J. Hydrometeorol. , vol.9
    • Radell, D.B.1    Rowe, C.M.2
  • 56
  • 57
    • 0034515584 scopus 로고    scopus 로고
    • Designing a competent simple genetic algorithm for search and optimization
    • Reed, P., B. Minsker, and D. E. Goldberg (2000), Designing a competent simple genetic algorithm for search and optimization, Water Resour. Res., 36(12), 3757-3761, doi: 10.1029/2000WR900231.
    • (2000) Water Resour. Res. , vol.36 , Issue.12 , pp. 3757-3761
    • Reed, P.1    Minsker, B.2    Goldberg, D.E.3
  • 58
    • 0037473233 scopus 로고    scopus 로고
    • Using inverse methods for estimating soil hydraulic properties from field data as an alternative to direct methods
    • Ritter, A., F. Hupet, R. Munoz-Carpena, S. Lambot, and M. Vanclooster (2003), Using inverse methods for estimating soil hydraulic properties from field data as an alternative to direct methods, Agr. Water Manag., 59, 77-96.
    • (2003) Agr. Water Manag. , vol.59 , pp. 77-96
    • Ritter, A.1    Hupet, F.2    Munoz-Carpena, R.3    Lambot, S.4    Vanclooster, M.5
  • 59
    • 59649124252 scopus 로고    scopus 로고
    • Conceptual model uncertainty in groundwater modeling: Combining generalized likelihood uncertainty estimation and Bayesian model averaging
    • Rojas, R., L. Feyen, and A. Dassargues (2008), Conceptual model uncertainty in groundwater modeling: Combining generalized likelihood uncertainty estimation and Bayesian model averaging, Water Resour. Res., 44, W12418, doi: 10.1029/2008WR006908.
    • (2008) Water Resour. Res. , vol.44
    • Rojas, R.1    Feyen, L.2    Dassargues, A.3
  • 60
    • 76849095693 scopus 로고    scopus 로고
    • Quantifying parameter sensitivity, interaction, and transferability in hydrologically enhanced versions of the Noah land surface model over transition zones during the warm season
    • Rosero, E., Z.-L. Yang, T. Wagener, L. E. Gulden, S. Yatheendradas, and G.-Y. Niu (2010), Quantifying parameter sensitivity, interaction, and transferability in hydrologically enhanced versions of the Noah land surface model over transition zones during the warm season, J. Geophys. Res., 115, D03106, doi: 10.1029/2009JD012035.
    • (2010) J. Geophys. Res. , vol.115
    • Rosero, E.1    Yang, Z.-L.2    Wagener, T.3    Gulden, L.E.4    Yatheendradas, S.5    Niu, G.-Y.6
  • 61
    • 58149216342 scopus 로고    scopus 로고
    • A study of land surface processes using land surface models over the Little River Experimental Watershed, Georgia
    • Sahoo, A. K., P. A. Dirmeyer, P. R. Houser, and M. Kafatos (2008), A study of land surface processes using land surface models over the Little River Experimental Watershed, Georgia, J. Geophys. Res., 113, D20121, doi: 10.1029/2007JD009671.
    • (2008) J. Geophys. Res. , vol.113
    • Sahoo, A.K.1    Dirmeyer, P.A.2    Houser, P.R.3    Kafatos, M.4
  • 63
    • 84889011821 scopus 로고    scopus 로고
    • Development of a deterministic downscaling algorithm for remote sensing soil moisture footprint using soil and vegetation classifications
    • Shin, Y., and B. P. Mohanty (2013), Development of a deterministic downscaling algorithm for remote sensing soil moisture footprint using soil and vegetation classifications, Water Resour. Res., 49, 6208-6228, doi: 10.1002/wrcr.20495.
    • (2013) Water Resour. Res. , vol.49 , pp. 6208-6228
    • Shin, Y.1    Mohanty, B.P.2
  • 64
    • 84862846796 scopus 로고    scopus 로고
    • Soil hydraulic properties in one-dimensional layered soil profile using layer-specific soil moisture assimilation scheme
    • Shin Y., B. P. Mohanty, and A. V. M. Ines (2012), Soil hydraulic properties in one-dimensional layered soil profile using layer-specific soil moisture assimilation scheme, Water Resour. Res., 48, W06529, doi: 10.1029/2010WR009581.
    • (2012) Water Resour. Res. , vol.48
    • Shin, Y.1    Mohanty, B.P.2    Ines, A.V.M.3
  • 65
    • 84881605694 scopus 로고    scopus 로고
    • Estimating effective soil hydraulic properties using spatially distributed soil moisture and evapotranspiration products at multiple scales
    • Shin, Y., B. P. Mohanty, and A. V. M. Ines (2013), Estimating effective soil hydraulic properties using spatially distributed soil moisture and evapotranspiration products at multiple scales, Vadose Zone J., 12, doi: 10.2136/vzj2012.0074.
    • (2013) Vadose Zone J. , vol.12
    • Shin, Y.1    Mohanty, B.P.2    Ines, A.V.M.3
  • 66
    • 33847661804 scopus 로고    scopus 로고
    • Probabilistic quantitative precipitation forecasting using Bayesian model averaging
    • Dep. of Stat., Univ. of Washington, Seattle
    • Sloughter, J. M., A. E. Raftery, and T. Gneiting (2006), Probabilistic quantitative precipitation forecasting using Bayesian model averaging, Tech. Rep. 496, Dep. of Stat., Univ. of Washington, Seattle.
    • (2006) Tech. Rep , pp. 496
    • Sloughter, J.M.1    Raftery, A.E.2    Gneiting, T.3
  • 67
    • 36448981828 scopus 로고    scopus 로고
    • Validation of the NOAH-OSU land surface model using surface flux measurements in Oklahoma
    • Sridhar, V., R. L. Elliott, F. Chen, and J. A. Brotzge (2002), Validation of the NOAH-OSU land surface model using surface flux measurements in Oklahoma, J. Geophys. Res., 107(D20), 4418, doi: 10.1029/2001JD001306.
    • (2002) J. Geophys. Res. , vol.107 , Issue.D20 , pp. 4418
    • Sridhar, V.1    Elliott, R.L.2    Chen, F.3    Brotzge, J.A.4
  • 68
    • 66049147497 scopus 로고    scopus 로고
    • A model conditional processor to assess predictive uncertainty in flood forecasting
    • Todini, E. (2008), A model conditional processor to assess predictive uncertainty in flood forecasting, Intl. J. River Basin Manag., 6(2), 123-137.
    • (2008) Intl. J. River Basin Manag. , vol.6 , Issue.2 , pp. 123-137
    • Todini, E.1
  • 69
    • 55249111575 scopus 로고    scopus 로고
    • Groundwater inverse modeling for hydraulic conductivity estimation using Bayesian model averaging and variance window
    • Tsai, F. T.-C., and X. Li (2008), Groundwater inverse modeling for hydraulic conductivity estimation using Bayesian model averaging and variance window, Water Resour. Res., 44, W09434, doi: 10.1029/2007WR006576.
    • (2008) Water Resour. Res. , vol.44
    • Tsai, F.T.-C.1    Li, X.2
  • 70
    • 0342452205 scopus 로고    scopus 로고
    • Theory of SWAP version 2.0: Simulation of water flow and plant growth in the soil-water-atmosphere-plant environment
    • DLO Winand Staring Cent., Wageningen Agric. Univ., Wageningen, Netherlands
    • Van Dam, J. C., J. Huygen, J. G. Wesseling, R. A. Feddes, P. Kabat, P. E. V. Van Waslum, P. Groenendjik, and C. A. van Diepen (1997), Theory of SWAP version 2.0: Simulation of water flow and plant growth in the soil-water-atmosphere-plant environment, Tech. Doc. 45, DLO Winand Staring Cent., Wageningen Agric. Univ., Wageningen, Netherlands.
    • (1997) Tech. Doc , pp. 45
    • Van Dam, J.C.1    Huygen, J.2    Wesseling, J.G.3    Feddes, R.A.4    Kabat, P.5    Van Waslum, P.E.V.6    Groenendjik, P.7    van Diepen, C.A.8
  • 71
    • 0019057216 scopus 로고
    • A closed-form equation foe predicting the hydraulic conductivity of unsaturated soils
    • Van Genuchten, M. T. (1980), A closed-form equation foe predicting the hydraulic conductivity of unsaturated soils, Soil Sci. Soc. Am. J., 44, 892-898.
    • (1980) Soil Sci. Soc. Am. J. , vol.44 , pp. 892-898
    • Van Genuchten, M.T.1
  • 72
    • 33847624077 scopus 로고    scopus 로고
    • Treatment of uncertainty using ensemble methods: Comparison of sequential data assimilation and Bayesian model averaging
    • Vrugt, J. A., and B. Robinson (2007), Treatment of uncertainty using ensemble methods: Comparison of sequential data assimilation and Bayesian model averaging, Water Resour. Res., 43, W01411, doi: 10.1029/2005WR004838.
    • (2007) Water Resour. Res. , vol.43
    • Vrugt, J.A.1    Robinson, B.2
  • 73
    • 57049099445 scopus 로고    scopus 로고
    • Treatment of input uncertainty in hydrologic modeling: Doing hydrology backward with Markov chain Monte Carlo simulation
    • Vrugt, J. A., ter Braak, C. J. F., Clark, M. P., Hyman, J. M., and Robinson, B. A. (2008), Treatment of input uncertainty in hydrologic modeling: Doing hydrology backward with Markov chain Monte Carlo simulation, Water Resour. Res., 44, W00B09, doi: 10.1029/2007WR006720.
    • (2008) Water Resour. Res. , vol.44
    • Vrugt, J.A.1    Ter Braak, C.J.F.2    Clark, M.P.3    Hyman, J.M.4    Robinson, B.A.5
  • 74
    • 65349141143 scopus 로고    scopus 로고
    • Accelerating Markov Chain Monte Carlo simulation by differential evolution with self-adaptive randomized subspace sampling
    • Vrugt, J. A., C. J. F. ter Braak, C. G. H. Diks, B. A. Robinson, J. M. Hyman, and D. Higdon (2009), Accelerating Markov Chain Monte Carlo simulation by differential evolution with self-adaptive randomized subspace sampling, Int. J. Nonlinear Sci. Numer. Simul., 10(3), 271-288.
    • (2009) Int. J. Nonlinear Sci. Numer. Simul. , vol.10 , Issue.3 , pp. 271-288
    • Vrugt, J.A.1    Ter Braak, C.J.F.2    Diks, C.G.H.3    Robinson, B.A.4    Hyman, J.M.5    Higdon, D.6
  • 75
    • 57049121988 scopus 로고    scopus 로고
    • Combining multiobjective optimization and Bayesian model averaging to calibrate forecast ensembles of soil hydraulic models
    • Wöhling, T., and J. A. Vrugt (2008), Combining multiobjective optimization and Bayesian model averaging to calibrate forecast ensembles of soil hydraulic models, Water Resour. Res., 44, W12432, doi: 10.1029/2008WR007154.
    • (2008) Water Resour. Res. , vol.44
    • Wöhling, T.1    Vrugt, J.A.2
  • 76
    • 48249101804 scopus 로고
    • Water retention and hydraulic conductivity functions of top- and subsoils in the Netherlands: The staring series
    • Winand Staring Centre, Wageningen, Netherlands
    • Wösten, J. H. M., G. H. Veerman, and J. Stolte (1994), Water retention and hydraulic conductivity functions of top- and subsoils in the Netherlands: The staring series, Tech. Doc. 18, Winand Staring Centre, Wageningen, Netherlands, 66.
    • (1994) Tech. Doc , vol.18 , pp. 66
    • Wösten, J.H.M.1    Veerman, G.H.2    Stolte, J.3
  • 77
    • 84870461663 scopus 로고    scopus 로고
    • Estimation of clear-sky land surface longwave radiation from MODIS data products by merging multiple models
    • Wu, H., X. Zhang, S. Liang, H. Yang, and G. Zhou (2012), Estimation of clear-sky land surface longwave radiation from MODIS data products by merging multiple models, J. Geophys. Res., 117, D22107, doi: 10.1029/2012JD017567.
    • (2012) J. Geophys. Res. , vol.117
    • Wu, H.1    Zhang, X.2    Liang, S.3    Yang, H.4    Zhou, G.5
  • 78
    • 79956098903 scopus 로고    scopus 로고
    • Application of the SWAP model to simulate the field water cycle under deficit irrigation in Beijing, China
    • Ying, M., S. Feng, Z. Huo, and X. Song (2011), Application of the SWAP model to simulate the field water cycle under deficit irrigation in Beijing, China, Math. Comput. Model., 54, 1044-1052.
    • (2011) Math. Comput. Model. , vol.54 , pp. 1044-1052
    • Ying, M.1    Feng, S.2    Huo, Z.3    Song, X.4
  • 79
    • 65349171003 scopus 로고    scopus 로고
    • Improving the numerical solution of soil moisture-based Richards equation for land models with a deep or shallow water table
    • Zeng, X. B., and M. Decker (2009), Improving the numerical solution of soil moisture-based Richards equation for land models with a deep or shallow water table, J. Hydrometeorol., 10, 308-319.
    • (2009) J. Hydrometeorol. , vol.10 , pp. 308-319
    • Zeng, X.B.1    Decker, M.2
  • 80
    • 61749101619 scopus 로고    scopus 로고
    • Evaluation of global optimization algorithms for parameter calibration of a computationally intensive hydrologic model
    • Zhang, X., R. Srinivasan, K. Zhao, and M. V. Liew (2008), Evaluation of global optimization algorithms for parameter calibration of a computationally intensive hydrologic model, Hydrol. Processes, doi: 10.1002/hyp.7152.
    • (2008) Hydrol. Processes
    • Zhang, X.1    Srinivasan, R.2    Zhao, K.3    Liew, M.V.4
  • 81
    • 68349108137 scopus 로고    scopus 로고
    • Calibration and uncertainty analysis of the SWAT model using Genetic Algorithms and Bayesian Model Averaging
    • Zhang, X., R. Srinivasan, and D. Bosch (2009), Calibration and uncertainty analysis of the SWAT model using Genetic Algorithms and Bayesian Model Averaging, J. Hydrol., 374, 307-317.
    • (2009) J. Hydrol. , vol.374 , pp. 307-317
    • Zhang, X.1    Srinivasan, R.2    Bosch, D.3
  • 82
    • 32044474220 scopus 로고    scopus 로고
    • Effective scaling factor for transient infiltration in heterogeneous soils
    • Zhu, J., and B. P. Mohanty (2006), Effective scaling factor for transient infiltration in heterogeneous soils, J. Hydrol., 319, 96-108.
    • (2006) J. Hydrol. , vol.319 , pp. 96-108
    • Zhu, J.1    Mohanty, B.P.2


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