Sequential assimilation of soil moisture and streamflow data in a conceptual rainfall-runoff model

[1]  R. E. Kalman,et al.  A New Approach to Linear Filtering and Prediction Problems , 2002 .

[2]  J. Nash,et al.  River flow forecasting through conceptual models part I — A discussion of principles☆ , 1970 .

[3]  Peter K. Kitanidis,et al.  Real‐time forecasting with a conceptual hydrologic model: 1. Analysis of uncertainty , 1980 .

[4]  P. Kitanidis,et al.  Real‐time forecasting with a conceptual hydrologic model: 2. Applications and results , 1980 .

[5]  R. T. Clarke,et al.  Adaptive hydrological forecasting—a review / Revue des méthodes de prévision hydrologique ajustables , 1981 .

[6]  Real-time, statistically linearized, adaptive flood routing , 1982 .

[7]  A. Jakeman,et al.  Computation of the instantaneous unit hydrograph and identifiable component flows with application to two small upland catchments , 1990 .

[8]  Hisashi Tanizaki,et al.  Nonlinear Filters: Estimation and Applications , 1993 .

[9]  Luis Garrote,et al.  A distributed model for real-time flood forecasting using digital elevation models , 1995 .

[10]  D. Vidal-Madjar,et al.  Introduction of the soil/vegetation/atmosphere continuum in a conceptual rainfall/runoff model , 1996 .

[11]  Keith Beven,et al.  TOPMODEL : a critique. , 1997 .

[12]  Stephen E. Cohn,et al.  An Introduction to Estimation Theory (gtSpecial IssueltData Assimilation in Meteology and Oceanography: Theory and Practice) , 1997 .

[13]  Eric F. Wood,et al.  Hydrological modeling of continental-scale basins , 1997 .

[14]  Richard A. Brown,et al.  Introduction to random signals and applied kalman filtering (3rd ed , 2012 .

[15]  Jens Christian Refsgaard,et al.  Validation and Intercomparison of Different Updating Procedures for Real-Time Forecasting , 1997 .

[16]  Andreas Rhodin,et al.  A case study on variational soil moisture analysis from atmospheric observations , 1998 .

[17]  W. J. Shuttleworth,et al.  Integration of soil moisture remote sensing and hydrologic modeling using data assimilation , 1998 .

[18]  Robert N. Miller,et al.  Data assimilation into nonlinear stochastic models , 1999 .

[19]  Nilo Nascimento,et al.  GR3J: a daily watershed model with three free parameters , 1999 .

[20]  Shafiqul Islam,et al.  On the estimation of soil moisture profile and surface fluxes partitioning from sequential assimilation of surface layer soil moisture , 1999 .

[21]  S. Dautrebande,et al.  Soil moisture evaluation by means of multi-temporal ERS SAR PRI images and interferometric coherence. , 2000 .

[22]  C. Michel,et al.  Flood forecasting with a watershed model: a new method of parameter updating , 2000 .

[23]  A. O'Neill.  Atmospheric Data Assimilation , 2000 .

[24]  Peter Troch,et al.  Assimilation of active microwave observation data for soil moisture profile estimation , 2000 .

[25]  C. Perrin,et al.  Does a large number of parameters enhance model performance? Comparative assessment of common catchment model structures on 429 catchments , 2001 .

[26]  Anthony J. Jakeman,et al.  An application of the Kalman filtering technique for Streamflow forecasting in the Upper Murray Basin , 2001 .

[27]  Jetse D. Kalma,et al.  One-dimensional soil moisture profile retrieval by assimilation of near-surface observations: a comparison of retrieval algorithms , 2001 .

[28]  Paul R. Houser,et al.  A methodology for initializing soil moisture in a global climate model: Assimilation of near‐surface soil moisture observations , 2001 .

[29]  D. McLaughlin,et al.  Downscaling of radio brightness measurements for soil moisture estimation: A four‐dimensional variational data assimilation approach , 2001 .

[30]  Yuei-An Liou,et al.  Retrieving soil moisture from simulated brightness temperatures by a neural network , 2001, IEEE Trans. Geosci. Remote. Sens..

[31]  Yann Kerr,et al.  Soil moisture retrieval from space: the Soil Moisture and Ocean Salinity (SMOS) mission , 2001, IEEE Trans. Geosci. Remote. Sens..

[32]  Rolf Reichle,et al.  Variational data assimilation of microwave radiobrightness observations for land surface hydrology applications , 2001, IEEE Trans. Geosci. Remote. Sens..

[33]  Catherine Ottlé,et al.  Sequential Assimilation of ERS-1 SAR Data into a Coupled Land Surface–Hydrological Model Using an Extended Kalman Filter , 2003 .