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Volumn 50, Issue 8, 2014, Pages 6874-6891

The benefits of using remotely sensed soil moisture in parameter identification of large-scale hydrological modelss

Author keywords

[No Author keywords available]

Indexed keywords

CALIBRATION; CATCHMENTS; GROUNDWATER; MOISTURE DETERMINATION; PARAMETER ESTIMATION; REMOTE SENSING;

EID: 84906294694     PISSN: 00431397     EISSN: 19447973     Source Type: Journal    
DOI: 10.1002/2013WR014639     Document Type: Article
Times cited : (167)

References (64)
  • 1
    • 0141453411 scopus 로고    scopus 로고
    • Sequential assimilation of soil moisture and streamflow data in a conceptual rainfall-runoff model
    • Aubert, D., C. Loumagne, and L. Oudin (2003), Sequential assimilation of soil moisture and streamflow data in a conceptual rainfall-runoff model, J. Hydrol., 280(14), 145-161, doi:10.1016/S0022-1694(03)00229-4.
    • (2003) J. Hydrol. , vol.280 , Issue.14 , pp. 145-161
    • Aubert, D.1    Loumagne, C.2    Oudin, L.3
  • 2
    • 60349121243 scopus 로고    scopus 로고
    • The European flood alert system EFAS-Part 2: Statistical skill assessment of probabilistic and deterministic operational forecasts
    • Bartholmes, J. C., J. Thielen, M. H. Ramos, and S. Gentilini (2009), The European flood alert system EFAS-Part 2: Statistical skill assessment of probabilistic and deterministic operational forecasts, Hydrol. Earth Syst. Sci., 13(2), 141-153, doi:10.5194/hess-13-141-2009.
    • (2009) Hydrol. Earth Syst. Sci. , vol.13 , Issue.2 , pp. 141-153
    • Bartholmes, J.C.1    Thielen, J.2    Ramos, M.H.3    Gentilini, S.4
  • 3
    • 79551622088 scopus 로고    scopus 로고
    • Initializing a regional climate model with satellite-derived soil moisture
    • Bisselink, B., E. van Meijgaard, A. J. Dolman, and R. A. M. De Jeu (2011), Initializing a regional climate model with satellite-derived soil moisture, J. Geophys. Res., 116, D02121, doi:10.1029/2010JD014534.
    • (2011) J. Geophys. Res. , vol.116
    • Bisselink, B.1    Van Meijgaard, E.2    Dolman, A.J.3    De Jeu, R.A.M.4
  • 4
    • 77649163834 scopus 로고    scopus 로고
    • Evaluating the utility of remotely sensed soil moisture retrievals for operational agricultural drought monitoring
    • Bolten, J., W. Crow, X. Zhan, T. Jackson, and C. Reynolds (2010), Evaluating the utility of remotely sensed soil moisture retrievals for operational agricultural drought monitoring, IEEE J. Selec. Top. Appl. Earth Obs. Remote Sens., 3(1), 57-66, doi:10.1109/JSTARS.2009.2037163
    • (2010) IEEE J. Selec. Top. Appl. Earth Obs. Remote Sens. , vol.3 , Issue.1 , pp. 57-66
    • Bolten, J.1    Crow, W.2    Zhan, X.3    Jackson, T.4    Reynolds, C.5
  • 5
    • 77958014400 scopus 로고    scopus 로고
    • Improving runoff prediction through the assimilation of the ASCAT soil moisture product, Hydrol
    • Brocca, L., F. Melone, T. Moramarco, W. Wagner, V. Naeimi, Z. Bartalis, and S. Hasenauer (2010), Improving runoff prediction through the assimilation of the ASCAT soil moisture product, Hydrol. Earth Syst. Sci., 14(10), 1881-1893, doi:10.5194/hess-14-1881-2010
    • (2010) Earth Syst. Sci. , vol.14 , Issue.10 , pp. 1881-1893
    • Brocca, L.1    Melone, F.2    Moramarco, T.3    Wagner, W.4    Naeimi, V.5    Bartalis, Z.6    Hasenauer, S.7
  • 6
    • 84862997550 scopus 로고    scopus 로고
    • Assimilation of surfaceand root-zone ASCAT soil moisture products into rainfall runoff modeling
    • Brocca, L., T. Moramarco, F. Melone, W. Wagner, S. Hasenauer, and S. Hahn (2012), Assimilation of surfaceand root-zone ASCAT soil moisture products into rainfall runoff modeling, IEEE Trans. Geosci. Remote Sens., 50(7), 2542-2555, doi:10.1109/TGRS.2011.2177468
    • (2012) IEEE Trans. Geosci. Remote Sens. , vol.50 , Issue.7 , pp. 2542-2555
    • Brocca, L.1    Moramarco, T.2    Melone, F.3    Wagner, W.4    Hasenauer, S.5    Hahn, S.6
  • 7
    • 0032439201 scopus 로고    scopus 로고
    • Analysis scheme in the Ensemble Kalman Filter, Mon
    • Burgers, G., P. Van Leeuwen, and G. Evensen (1998), Analysis scheme in the Ensemble Kalman Filter, Mon. Weather Rev., 126, 1719-1724
    • (1998) Weather Rev. , vol.126 , pp. 1719-1724
    • Burgers, G.1    Van Leeuwen, P.2    Evensen, G.3
  • 8
    • 65349113948 scopus 로고    scopus 로고
    • Ensemble Kalman Filter data assimilation for a process-based catchment scale model of surface and subsurface flow
    • Camporese, M., C. Paniconi, M. Putti, and P. Salandin (2009), Ensemble Kalman Filter data assimilation for a process-based catchment scale model of surface and subsurface flow, Water Resour. Res., 45, W10421, doi:10.1029/2008WR007031.
    • (2009) Water Resour. Res. , vol.45
    • Camporese, M.1    Paniconi, C.2    Putti, M.3    Salandin, P.4
  • 9
    • 51349114551 scopus 로고    scopus 로고
    • Hydrological data assimilation with the Ensemble Kalman Filter: Use of streamflow observations to update states in a distributed hydrological model
    • Clark, M. P., D. E. Rupp, R. A. Woods, X. Zheng, R. P. Ibbitt, A. G. Slater, J. Schmidt, and M. J. Uddstrom (2008), Hydrological data assimilation with the Ensemble Kalman Filter: Use of streamflow observations to update states in a distributed hydrological model, Adv. Water Resour., 31(10), 1309-1324, doi:10.1016/j.advwatres.2008.06.005.
    • (2008) Adv. Water Resour. , vol.31 , Issue.10 , pp. 1309-1324
    • Clark, M.P.1    Rupp, D.E.2    Woods, R.A.3    Zheng, X.4    Ibbitt, R.P.5    Slater, A.G.6    Schmidt, J.7    Uddstrom, M.J.8
  • 10
    • 65349103666 scopus 로고    scopus 로고
    • Improving satellite-based rainfall accumulation estimates using spaceborne surface soil moisture retrievals
    • Crow, W. T., G. J. Huffman, R. Bindlish, and T. J. Jackson (2009), Improving satellite-based rainfall accumulation estimates using spaceborne surface soil moisture retrievals, J. Hydrometeorol., 10(1), 199-212, doi:10.1175/2008JHM986.1.
    • (2009) J. Hydrometeorol. , vol.10 , Issue.1 , pp. 199-212
    • Crow, W.T.1    Huffman, G.J.2    Bindlish, R.3    Jackson, T.J.4
  • 11
    • 77952584875 scopus 로고    scopus 로고
    • A quasi-global evaluation system for satellite-based surface soil moisture retrievals
    • Crow, W. T., D. G. Miralles, and M. H. Cosh (2010), A quasi-global evaluation system for satellite-based surface soil moisture retrievals, IEEE Trans. Geosci. Remote Sens., 48(6), 2516-2527.
    • (2010) IEEE Trans. Geosci. Remote Sens. , vol.48 , Issue.6 , pp. 2516-2527
    • Crow, W.T.1    Miralles, D.G.2    Cosh, M.H.3
  • 12
    • 84860306598 scopus 로고    scopus 로고
    • First results of SMOS soil moisture validation in the upper Danube catchment
    • Dall’Amico, J., F. Schlenz, A. Loew, and W. Mauser (2012), First results of SMOS soil moisture validation in the upper Danube catchment IEEE Trans, Geosci. Remote Sens., 50, 1507-1516, doi: 10.1109/TGRS.2011.2171496.
    • (2012) IEEE Trans, Geosci. Remote Sens. , vol.50 , pp. 1507-1516
    • Dall’Amico, J.1    Schlenz, F.2    Loew, A.3    Mauser, W.4
  • 13
    • 59749087124 scopus 로고    scopus 로고
    • Global soil moisture patterns observed by space borne microwave radiometers and scatterometers
    • De Jeu, R. A. M., W. Wagner, T. R. H. Holmes, A. J. Dolman, N. C. Van de Giesen, and J. Friesen (2008), Global soil moisture patterns observed by space borne microwave radiometers and scatterometers, Surv. Geophys., 28, 399-420, doi:10.1007/s10712-008-9044-0.
    • (2008) Surv. Geophys. , vol.28 , pp. 399-420
    • De Jeu, R.A.M.1    Wagner, W.2    Holmes, T.R.H.3    Dolman, A.J.4    Van De Giesen, N.C.5    Friesen, J.6
  • 14
    • 84880699358 scopus 로고    scopus 로고
    • A simplified extended Kalman filter for the global operational soil moisture analysis at ECMWF
    • de Rosnay, P., M. Drusch, D. Vasiljevic, G. Balsamo, C. Albergel, and L. Isaksen (2013), A simplified extended Kalman filter for the global operational soil moisture analysis at ECMWF, Q. J. R. Meteorol. Soc., 139(674), 1199-1213, doi:10.1002/qj.2023
    • (2013) Q. J. R. Meteorol. Soc. , vol.139 , Issue.674 , pp. 1199-1213
    • De Rosnay, P.1    Drusch, M.2    Vasiljevic, D.3    Balsamo, G.4    Albergel, C.5    Isaksen, L.6
  • 15
    • 80052416542 scopus 로고    scopus 로고
    • Operational assimilation of ASCAT surface soil wetness at the Met Office
    • Dharssi, I., K. J. Bovis, B. Macpherson, and C. P. Jones (2011), Operational assimilation of ASCAT surface soil wetness at the Met Office, Hydrol. Earth Syst. Sci., 15(8), 2729-2746, doi:10.5194/hess-15-2729-2011.
    • (2011) Hydrol. Earth Syst. Sci. , vol.15 , Issue.8 , pp. 2729-2746
    • Dharssi, I.1    Bovis, K.J.2    Macpherson, B.3    Jones, C.P.4
  • 16
    • 75749139354 scopus 로고    scopus 로고
    • Uncertainty in river discharge observations: A quantitative analysis
    • Di Baldassarre, G., and A. Montanari (2009), Uncertainty in river discharge observations: A quantitative analysis, Hydrol. Earth Syst. Sci., 13(6), 913-921, doi:10.5194/hess-13-913-2009.
    • (2009) Hydrol. Earth Syst. Sci. , vol.13 , Issue.6 , pp. 913-921
    • Di Baldassarre, G.1    Montanari, A.2
  • 17
  • 18
    • 79957964230 scopus 로고    scopus 로고
    • The international soil moisture network: A data hosting facility for global in situ soil moisture measurements
    • Dorigo, W. A., et al. (2011), The international soil moisture network: A data hosting facility for global in situ soil moisture measurements, Hydrol. Earth Syst. Sci., 15(5), 1675-1698, doi:10.5194/hess-15-1675-2011.
    • (2011) Hydrol. Earth Syst. Sci. , vol.15 , Issue.5 , pp. 1675-1698
    • Dorigo, W.A.1
  • 19
    • 84055212519 scopus 로고    scopus 로고
    • Assimilation of ASCAT near-surface soil moisture into the SIM hydrological model over France
    • Draper, C., J.-F. Mahfouf, J.-C. Calvet, E. Martin, and W. Wagner (2011), Assimilation of ASCAT near-surface soil moisture into the SIM hydrological model over France, Hydrol. Earth Syst. Sci., 15(12), 3829-3841, doi:10.5194/hess-15-3829-2011.
    • (2011) Hydrol. Earth Syst. Sci. , vol.15 , Issue.12 , pp. 3829-3841
    • Draper, C.1    Mahfouf, J.-F.2    Calvet, J.-C.3    Martin, E.4    Wagner, W.5
  • 21
    • 84863116417 scopus 로고    scopus 로고
    • Assimilation of passive and active microwave soil moisture retrievals
    • Draper, C. S., R. H. Reichle, G. J. M. De Lannoy, and Q. Liu (2012), Assimilation of passive and active microwave soil moisture retrievals, Geophys. Res. Lett., 39, L04401, doi:10.1029/2011GL050655.
    • (2012) Geophys. Res. Lett. , vol.39
    • Draper, C.S.1    Reichle, R.H.2    De Lannoy, G.J.M.3    Liu, Q.4
  • 22
    • 0028193070 scopus 로고
    • Sequential data assimilation with a nonlinear quasi-geostrophic model using Monte Carlo methods to forecast error statistics
    • Evensen, G. (1994), Sequential data assimilation with a nonlinear quasi-geostrophic model using Monte Carlo methods to forecast error statistics, J. Geophys. Res., 99(C5), 10143-10162, doi:10.1029/94JC00572.
    • (1994) J. Geophys. Res , vol.99 , Issue.C5 , pp. 10143-10162
    • Evensen, G.1
  • 23
    • 84884550570 scopus 로고    scopus 로고
    • The Ensemble Kalman Filter: Theoretical formulation and practical implementation
    • Evensen, G. (2003), The Ensemble Kalman Filter: Theoretical formulation and practical implementation, Ocean Dyn., 53, 343-367, doi: 10.1007/s10236-003-0036-9.
    • (2003) Ocean Dyn. , vol.53 , pp. 343-367
    • Evensen, G.1
  • 24
    • 66849101595 scopus 로고    scopus 로고
    • The Ensemble Kalman Filter for combined state and parameter estimation
    • Evensen, G. (2009), The Ensemble Kalman Filter for combined state and parameter estimation, IEEE Control Syst., 29(3), 83-104, doi: 10.1109/MCS.2009.932223.
    • (2009) IEEE Control Syst. , vol.29 , Issue.3 , pp. 83-104
    • Evensen, G.1
  • 25
    • 79952226541 scopus 로고    scopus 로고
    • Operational real-time modeling with Ensemble Kalman Filter of variably saturated subsurface flow including stream-aquifer interaction and parameter updating
    • Hendricks Franssen, H. J., H. P. Kaiser, U. Kuhlmann, G. Bauser, F. Stauffer, R. Muller, and W. Kinzelbach (2011), Operational real-time modeling with Ensemble Kalman Filter of variably saturated subsurface flow including stream-aquifer interaction and parameter updating, Water Resour. Res., 47, W02532, doi:10.1029/2010WR009480.
    • (2011) Water Resour. Res. , vol.47
    • Hendricks Franssen, H.J.1    Kaiser, H.P.2    Kuhlmann, U.3    Bauser, G.4    Stauffer, F.5    Muller, R.6    Kinzelbach, W.7
  • 26
    • 72549104394 scopus 로고    scopus 로고
    • A software framework for construction of process-based stochastic spatio-temporal models and data assimilation
    • Karssenberg, D., O. Schmitz, P. Salamon, K. de Jong, and M. F. P. Bierkens (2010), A software framework for construction of process-based stochastic spatio-temporal models and data assimilation, Environ. Modell. Software, 25(4), 489-502, doi:10.1016/j.envsoft.2009.10.004
    • (2010) Environ. Modell. Software , vol.25 , Issue.4 , pp. 489-502
    • Karssenberg, D.1    Schmitz, O.2    Salamon, P.3    De Jong, K.4    Bierkens, M.F.P.5
  • 27
    • 84860281509 scopus 로고    scopus 로고
    • The SMOS soil moisture retrieval algorithm
    • Kerr, Y., et al. (2012), The SMOS soil moisture retrieval algorithm, IEEE Trans. Geosci. Remote Sens., 50(5), 1384-1403, doi:10.1109/TGRS.2012.2184548.
    • (2012) IEEE Trans. Geosci. Remote Sens. , vol.50 , Issue.5 , pp. 1384-1403
    • Kerr, Y.1
  • 28
    • 47049102207 scopus 로고    scopus 로고
    • Soil moisture updating by Ensemble Kalman Filtering in real-time flood forecasting
    • Komma, J., G. Blschl, and C. Reszler (2008), Soil moisture updating by Ensemble Kalman Filtering in real-time flood forecasting, J. Hydrol., 357(34), 228-242, doi:10.1016/j.jhydrol.2008.05.020.
    • (2008) J. Hydrol. , vol.357 , Issue.34 , pp. 228-242
    • Komma, J.1    Blschl, G.2    Reszler, C.3
  • 29
    • 0022842584 scopus 로고
    • Variational algorithms for analysis and assimilation of meteorological observations: Theoretical aspects
    • Le Dimet, F.-X., and O. Talagrand (1986), Variational algorithms for analysis and assimilation of meteorological observations: Theoretical aspects, Tellus, Ser. A, 38A(2), 97-110, doi:10.1111/j.1600-0870.1986.tb00459.x.
    • (1986) Tellus, Ser. A , vol.38 , Issue.2 , pp. 97-110
    • Le Dimet, F.-X.1    Talagrand, O.2
  • 30
    • 80054734805 scopus 로고    scopus 로고
    • Assimilation of streamflow and in situ soil moisture data into operational distributed hydrologic models: Effects of uncertainties in the data and initial model soil moisture states
    • Lee, H., D.-J. Seo, and V. Koren (2011), Assimilation of streamflow and in situ soil moisture data into operational distributed hydrologic models: Effects of uncertainties in the data and initial model soil moisture states, Adv. Water Resour., 34(12), 1597-1615.
    • (2011) Adv. Water Resour. , vol.34 , Issue.12 , pp. 1597-1615
    • Lee, H.1    Seo, D.-J.2    Koren, V.3
  • 31
    • 83455187138 scopus 로고    scopus 로고
    • The contributions of precipitation and soil moisture observations to the skill of soil moisture estimates in a land data assimilation system
    • Liu, Q., R. H. Reichle, R. Bindlish, M. H. Cosh, W. T. Crow, R. de Jeu, G. J. M. De Lannoy, G. J. Huffman, and T. J. Jackson (2011), The contributions of precipitation and soil moisture observations to the skill of soil moisture estimates in a land data assimilation system, J. Hydrometeorol., 12(5), 750-765, doi:10.1175/JHM-D-10-05000.1.
    • (2011) J. Hydrometeorol. , vol.12 , Issue.5 , pp. 750-765
    • Liu, Q.1    Reichle, R.H.2    Bindlish, R.3    Cosh, M.H.4    Crow, W.T.5    De Jeu, R.6    De Lannoy, G.J.M.7    Huffman, G.J.8    Jackson, T.J.9
  • 32
    • 65849486576 scopus 로고    scopus 로고
    • The European heat wave 2003: Early indicators from multisensoral microwave remote sensing
    • Loew, A., T. R. H. Holmes, and R. A. M. De Jeu (2009), The European heat wave 2003: Early indicators from multisensoral microwave remote sensing?, J. Geophys. Res., 114, D05103, doi:10.1029/2008JD010533.
    • (2009) J. Geophys. Res. , vol.114
    • Loew, A.1    Holmes, T.R.H.2    De Jeu, R.A.M.3
  • 33
    • 79451469804 scopus 로고    scopus 로고
    • Dual state-parameter estimation of root zone soil moisture by optimal parameter estimation and extended Kalman filter data assimilation
    • Lu, H., Z. Yu, Y. Zhu, S. Drake, Z. Hao, and E. A. Sudicky (2011), Dual state-parameter estimation of root zone soil moisture by optimal parameter estimation and extended Kalman filter data assimilation, Adv. Water Resour., 34(3), 395-406, doi:10.1016/j.advwatres.2010.12.005.
    • (2011) Adv. Water Resour. , vol.34 , Issue.3 , pp. 395-406
    • Lu, H.1    Yu, Z.2    Zhu, Y.3    Drake, S.4    Hao, Z.5    Sudicky, E.A.6
  • 34
  • 35
    • 84867003411 scopus 로고    scopus 로고
    • Uncertainty in flood forecasting: A distributed modeling approach in a sparse data catchment
    • Mendoza, P. A., J. McPhee, and X. Vargas (2012), Uncertainty in flood forecasting: A distributed modeling approach in a sparse data catchment, Water Resour. Res., 48, W09532, doi:10.1029/2011WR011089.
    • (2012) Water Resour. Res. , vol.48
    • Mendoza, P.A.1    McPhee, J.2    Vargas, X.3
  • 36
    • 0030656264 scopus 로고    scopus 로고
    • An analysis of the effects of spatial variability of soil and soil moisture on runoff
    • Merz, B., and E. Plate (1997), An analysis of the effects of spatial variability of soil and soil moisture on runoff, Water Resour. Res., 33(12), 2909-2922, doi:10.1029/97WR02204.
    • (1997) Water Resour. Res. , vol.33 , Issue.12 , pp. 2909-2922
    • Merz, B.1    Plate, E.2
  • 37
    • 79951977683 scopus 로고    scopus 로고
    • Hydraulic parameter estimation by remotely-sensed top soil moisture observations with the particle filter
    • Montzka, C., H. Moradkhani, L. Weihermuller, H.-J. H. Franssen, M. Canty, and H. Vereecken (2011), Hydraulic parameter estimation by remotely-sensed top soil moisture observations with the particle filter, J. Hydrol., 399(34), 410-421, doi:10.1016/j.jhydrol.2011.01.020.
    • (2011) J. Hydrol. , vol.399 , Issue.34 , pp. 410-421
    • Montzka, C.1    Moradkhani, H.2    Weihermuller, L.3    Franssen, H.-J.H.4    Canty, M.5    Vereecken, H.6
  • 38
    • 67651177443 scopus 로고    scopus 로고
    • An improved soil moisture retrieval algorithm for ERS and METOP scatterometer observations
    • Naeimi, V., K. Scipal, Z. Bartalis, S. Hasenauer, and W. Wagner (2009), An improved soil moisture retrieval algorithm for ERS and METOP scatterometer observations, IEEE Trans. Geosci. Remote Sens., 47(7), 1999-2013, doi:10.1109/TGRS.2008.2011617
    • (2009) IEEE Trans. Geosci. Remote Sens. , vol.47 , Issue.7 , pp. 1999-2013
    • Naeimi, V.1    Scipal, K.2    Bartalis, Z.3    Hasenauer, S.4    Wagner, W.5
  • 41
    • 44449150244 scopus 로고    scopus 로고
    • Multisensor historical climatology of satellite-derived global land surface moisture
    • Owe, M., R. A. M. De Jeu, and T. R. H. Holmes (2008), Multisensor historical climatology of satellite-derived global land surface moisture, J. Geophys. Res., 113, F01002, doi:10.1029/2007JF000769.
    • (2008) J. Geophys. Res. , vol.113
    • Owe, M.1    De Jeu, R.A.M.2    Holmes, T.R.H.3
  • 42
    • 84884372626 scopus 로고    scopus 로고
    • Improving soil moisture retrievals from a physically-based radiative transfer model
    • Pan, M., A. K. Sahoo, and E. F. Wood (2014), Improving soil moisture retrievals from a physically-based radiative transfer model, Remote Sens. Environ., 140(0), 130-140, doi:10.1016/j.rse.2013.08.020.
    • (2014) Remote Sens. Environ. , vol.140 , pp. 130-140
    • Pan, M.1    Sahoo, A.K.2    Wood, E.F.3
  • 43
    • 80054030415 scopus 로고    scopus 로고
    • European Soil Data Centre: Response to European policy support and public data requirements
    • Panagos, P., M. Van Liedekerke, A. Jones, and L. Montanarella (2012), European Soil Data Centre: Response to European policy support and public data requirements. Land Use Policy, 29(2), pp. 329-338, doi:10.1016/j.landusepol.2011.07.003.
    • (2012) Land Use Policy , vol.29 , Issue.2 , pp. 329-338
    • Panagos, P.1    Van Liedekerke, M.2    Jones, A.3    Montanarella, L.4
  • 44
    • 0035885448 scopus 로고    scopus 로고
    • The importance of the spatial patterns of remotely sensed soil moisture in the improvement of discharge predictions for small-scale basins through data assimilation
    • Pauwels, V. R., R. Hoeben, N. E. Verhoest, and F. P. D. Troch (2001), The importance of the spatial patterns of remotely sensed soil moisture in the improvement of discharge predictions for small-scale basins through data assimilation, J. Hydrol., 251(12), 88-102, doi:10.1016/S0022-1694(01)00440-1.
    • (2001) J. Hydrol. , vol.251 , Issue.12 , pp. 88-102
    • Pauwels, V.R.1    Hoeben, R.2    Verhoest, N.E.3    Troch, F.P.D.4
  • 45
    • 70349775667 scopus 로고    scopus 로고
    • Ensemble-based assimilation of discharge into rainfall-runoff models: A comparison of approaches to mapping observational information to state space
    • Pauwels, V. R. N., and G. J. M. De Lannoy (2009), Ensemble-based assimilation of discharge into rainfall-runoff models: A comparison of approaches to mapping observational information to state space, Water Resour. Res., 45, W08428, doi:10.1029/2008WR007590.
    • (2009) Water Resour. Res. , vol.45
    • Pauwels, V.R.N.1    De Lannoy, G.J.M.2
  • 46
    • 79952218942 scopus 로고    scopus 로고
    • The influence of soil moisture on threshold runoff generation processes in an alpine headwater catchment
    • Penna, D., H. J. Tromp-van Meerveld, A. Gobbi, M. Borga, and G. Dalla Fontana (2011), The influence of soil moisture on threshold runoff generation processes in an alpine headwater catchment, Hydrol. Earth Syst. Sci., 15(3), 689-702, doi:10.5194/hess-15-689-2011
    • (2011) Hydrol. Earth Syst. Sci. , vol.15 , Issue.3 , pp. 689-702
    • Penna, D.1    Tromp-Van Meerveld, H.J.2    Gobbi, A.3    Borga, M.4    Dalla Fontana, G.5
  • 47
    • 84869413754 scopus 로고    scopus 로고
    • State updating of a distributed hydrological model with Ensemble Kalman Filtering: Effects of updating frequency and observation network density on forecast accuracy
    • Rakovec, O., A. H. Weerts, P. Hazenberg, P. J. J. F. Torfs, and R. Uijlenhoet (2012), State updating of a distributed hydrological model with Ensemble Kalman Filtering: Effects of updating frequency and observation network density on forecast accuracy, Hydrol. Earth Syst. Sci., 16(9), 3435-3449, doi:10.5194/hess-16-3435-2012.
    • (2012) Hydrol. Earth Syst. Sci. , vol.16 , Issue.9 , pp. 3435-3449
    • Rakovec, O.1    Weerts, A.H.2    Hazenberg, P.3    Torfs, P.J.J.F.4    Uijlenhoet, R.5
  • 48
    • 0036322061 scopus 로고    scopus 로고
    • Hydrologic data assimilation with the Ensemble Kalman Filter
    • Reichle, R. H., D. B. McLaughlin, and D. Entekhabi (2002), Hydrologic data assimilation with the Ensemble Kalman Filter, Mon. Weather Rev., 130(1), 103-114, doi:10.1175/1520-0493(2002)130<0103:HDAWTE>2.0.CO;2.
    • (2002) Mon. Weather Rev , vol.130 , Issue.1 , pp. 103-114
    • Reichle, R.H.1    McLaughlin, D.B.2    Entekhabi, D.3
  • 49
    • 34447504653 scopus 로고    scopus 로고
    • Using remotely-sensed estimates of soil moisture to infer soil texture and hydraulic properties across a semi-arid watershed
    • Santanello, J., C. D. Peters-Lidard, M. E. Garcia, D. M. Mocko, M. A. Tischler, M. S. Moran, and D. Thoma (2007), Using remotely-sensed estimates of soil moisture to infer soil texture and hydraulic properties across a semi-arid watershed, Remote Sens. Environ., 110(1), 79-97, doi:10.1016/j.rse.2007.02.007.
    • (2007) Remote Sens. Environ. , vol.110 , Issue.1 , pp. 79-97
    • Santanello, J.1    Peters-Lidard, C.D.2    Garcia, M.E.3    Mocko, D.M.4    Tischler, M.A.5    Moran, M.S.6    Thoma, D.7
  • 50
    • 46849111426 scopus 로고    scopus 로고
    • Assimilation of a {ERS} scatterometer derived soil moisture index in the {ECMWF} numerical weather prediction system
    • Scipal, K., M. Drusch, and W. Wagner (2008), Assimilation of a {ERS} scatterometer derived soil moisture index in the {ECMWF} numerical weather prediction system, Adv. Water Resour., 31(8), 1101-1112, doi:10.1016/j.advwatres.2008.04.013.
    • (2008) Adv. Water Resour. , vol.31 , Issue.8 , pp. 1101-1112
    • Scipal, K.1    Drusch, M.2    Wagner, W.3
  • 52
    • 84882778966 scopus 로고    scopus 로고
    • Using ERS spaceborne microwave soil moisture observations to predict groundwater head in space and time
    • Sutanudjaja, E. H., S. M. de Jong, F. C. van Geer, and M. F. P. Bierkens (2013), Using ERS spaceborne microwave soil moisture observations to predict groundwater head in space and time, Remote Sens. Environ., 138, 172-188, doi:10.1016/j.rse.2013.07.022
    • (2013) Remote Sens. Environ. , vol.138 , pp. 172-188
    • Sutanudjaja, E.H.1    De Jong, S.M.2    Van Geer, F.C.3    Bierkens, M.F.P.4
  • 53
    • 84896696983 scopus 로고    scopus 로고
    • Calibrating a large-extent high-resolution coupled groundwater-land surface model using soil moisture and discharge data
    • Sutanudjaja, E. H., L. P. H. van Beek, S. M. de Jong, F. C. van Geer, and M. F. P. Bierkens (2014), Calibrating a large-extent high-resolution coupled groundwater-land surface model using soil moisture and discharge data, Water Resour. Res., 50, doi:10.1002/2013WR013807
    • (2014) Water Resour. Res. , vol.50
    • Sutanudjaja, E.H.1    Van Beek, L.P.H.2    De Jong, S.M.3    Van Geer, F.C.4    Bierkens, M.F.P.5
  • 54
    • 60349126498 scopus 로고    scopus 로고
    • The European flood alert system-Part 1: Concept and development
    • Thielen, J., J. Bartholmes, M. Ramos, and A. de Roo (2009), The European flood alert system-Part 1: Concept and development, Hydrol. Earth Syst. Sci., 13(2), 125-140, doi:10.5194/hess-13-125-2009.
    • (2009) Hydrol. Earth Syst. Sci. , vol.13 , Issue.2 , pp. 125-140
    • Thielen, J.1    Bartholmes, J.2    Ramos, M.3    De Roo, A.4
  • 55
    • 83055181244 scopus 로고    scopus 로고
    • Using an Ensemble Kalman Filter method to calibrate parameters and update soluble chemical transfer from soil to surface runoff
    • Tong, J.-X., B. X. Hu, and J.-Z. Yang (2012), Using an Ensemble Kalman Filter method to calibrate parameters and update soluble chemical transfer from soil to surface runoff, Transp. Porous Media, 91(1), 133-152, doi:10.1007/s11242-011-9837-3
    • (2012) Transp. Porous Media , vol.91 , Issue.1 , pp. 133-152
    • Tong, J.-X.1    Hu, B.X.2    Yang, J.-Z.3
  • 56
    • 77649115913 scopus 로고    scopus 로고
    • LISFLOOD: A GIS based distributed model for river basin scale water balance and flood simulation
    • Van Der Knijff, J. M., J. Younis, and A. P. J. De Roo (2010), LISFLOOD: A GIS based distributed model for river basin scale water balance and flood simulation, Int. J. Geogr. Inf. Sci., 24(2), 189-212, doi:10.1080/13658810802549154.
    • (2010) Int. J. Geogr. Inf. Sci. , vol.24 , Issue.2 , pp. 189-212
    • Van Der Knijff, J.M.1    Younis, J.2    De Roo, A.P.J.3
  • 57
    • 74949130817 scopus 로고    scopus 로고
    • Particle filtering in geophysical systems
    • Van Leeuwen, P. J. (2009), Particle filtering in geophysical systems, Mon. Weather Rev., 137(12), 4089-4114, doi:10.1175/2009MWR2835.1.
    • (2009) Mon. Weather Rev. , vol.137 , Issue.12 , pp. 4089-4114
    • Van Leeuwen, P.J.1
  • 58
    • 0033230840 scopus 로고    scopus 로고
    • A method for estimating soil moisture from ERS scatterometer and soil data
    • Wagner, W., G. Lemoine, and H. Rott (1999), A method for estimating soil moisture from ERS scatterometer and soil data, Remote Sens. Environ., 70(2), 191-207, doi:10.1016/S0034-4257(99)00036-X.
    • (1999) Remote Sens. Environ. , vol.70 , Issue.2 , pp. 191-207
    • Wagner, W.1    Lemoine, G.2    Rott, H.3
  • 59
    • 33846842424 scopus 로고    scopus 로고
    • Operational readiness of microwave remote sensing of soil moisture for hydrologic applications
    • Wagner, W., G. Bloschl, P. Pampaloni, J. C. Calvet, B. Bizzarri, J. P. Wigneron, and Y. Kerr (2007), Operational readiness of microwave remote sensing of soil moisture for hydrologic applications, Nord. Hydrol., 30(1), 1-20, doi:10.2166/nh.2007.029.
    • (2007) Nord. Hydrol. , vol.30 , Issue.1 , pp. 1-20
    • Wagner, W.1    Bloschl, G.2    Pampaloni, P.3    Calvet, J.C.4    Bizzarri, B.5    Wigneron, J.P.6    Kerr, Y.7
  • 60
    • 84867593348 scopus 로고    scopus 로고
    • Observation uncertainty of satellite soil moisture products determined with physically-based modeling
    • Wanders, N., D. Karssenberg, M. Bierkens, R. Parinussa, R. de Jeu, J. van Dam, and S. de Jong (2012), Observation uncertainty of satellite soil moisture products determined with physically-based modeling, Remote Sens. Environ., 127(0), 341-356, doi:10.1016/j.rse.2012.09.004
    • (2012) Remote Sens. Environ. , vol.127 , pp. 341-356
    • Wanders, N.1    Karssenberg, D.2    Bierkens, M.3    Parinussa, R.4    De Jeu, R.5    Van Dam, J.6    De Jong, S.7
  • 61
    • 84903280934 scopus 로고    scopus 로고
    • The suitability of remotely sensed soil moisture for improving operational flood forecasting
    • Wanders, N., D. Karssenberg, A. de Roo, S. M. de Jong, and M. F. P. Bierkens (2014), The suitability of remotely sensed soil moisture for improving operational flood forecasting, Hydrol. Earth Syst. Sci., 18(6), 2343-2357, doi:10.5194/hess-18-2343-2014
    • (2014) Hydrol. Earth Syst. Sci. , vol.18 , Issue.6 , pp. 2343-2357
    • Wanders, N.1    Karssenberg, D.2    De Roo, A.3    De Jong, S.M.4    Bierkens, M.F.P.5
  • 62
    • 33750368306 scopus 로고    scopus 로고
    • Particle filtering and Ensemble Kalman Filtering for state updating with hydrological conceptual rainfall-runoff models
    • Weerts, A. H., and G. Y. H. El Serafy (2006), Particle filtering and Ensemble Kalman Filtering for state updating with hydrological conceptual rainfall-runoff models, Water Resour. Res., 42, W09403, doi:10.1029/2005WR004093.
    • (2006) Water Resour. Res. , vol.42
    • Weerts, A.H.1    El Serafy, G.Y.H.2
  • 63
    • 0029731169 scopus 로고    scopus 로고
    • Integrating dynamic environmental models in GIS: The development of a dynamic modelling language
    • Wesseling, C. G., D.-J. Karssenberg, P. A. Burrough, and W. P. A. Van Deursen (1996), Integrating dynamic environmental models in GIS: The development of a dynamic modelling language, Trans. GIS, 1(1), 40-48, doi:10.1111/j.1467-9671.1996.tb00032.x
    • (1996) Trans. GIS , vol.1 , Issue.1 , pp. 40-48
    • Wesseling, C.G.1    Karssenberg, D.-J.2    Burrough, P.A.3    Van Deursen, W.P.A.4
  • 64
    • 0036436834 scopus 로고    scopus 로고
    • Scaling of soil moisture: A hydrologic perspective
    • Western, A. W., R. B. Grayson, and G. Bloschl (2002), Scaling of soil moisture: A hydrologic perspective, Annu. Rev. Earth Planet. Sci., 30, 149-180, doi:10.1146/annurev.earth.30.091201.140434.
    • (2002) Annu. Rev. Earth Planet. Sci. , vol.30 , pp. 149-180
    • Western, A.W.1    Grayson, R.B.2    Bloschl, G.3


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