Assimilation of Satellite Soil Moisture Retrievals into a Hydrologic Model for Improving River Discharge

[1]  Wade T. Crow,et al.  Evaluating the Utility of Remotely Sensed Soil Moisture Retrievals for Operational Agricultural Drought Monitoring , 2010, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[2]  Jiancheng Shi,et al.  The Soil Moisture Active Passive (SMAP) Mission , 2010, Proceedings of the IEEE.

[3]  G. Evensen Sequential data assimilation with a nonlinear quasi‐geostrophic model using Monte Carlo methods to forecast error statistics , 1994 .

[4]  R. Koster,et al.  Global Soil Moisture from Satellite Observations, Land Surface Models, and Ground Data: Implications for Data Assimilation , 2004 .

[5]  W. Wagner,et al.  Soil moisture estimation through ASCAT and AMSR-E sensors: An intercomparison and validation study across Europe , 2011 .

[6]  Luca Brocca,et al.  Assimilation of Surface- and Root-Zone ASCAT Soil Moisture Products Into Rainfall–Runoff Modeling , 2012, IEEE Transactions on Geoscience and Remote Sensing.

[7]  C. Albergel,et al.  An evaluation of ASCAT surface soil moisture products with in-situ observations in Southwestern France , 2008 .

[8]  Thomas J. Jackson,et al.  Validation of Advanced Microwave Scanning Radiometer Soil Moisture Products , 2010, IEEE Transactions on Geoscience and Remote Sensing.

[9]  Thomas J. Jackson,et al.  Soil moisture retrieval from AMSR-E , 2003, IEEE Trans. Geosci. Remote. Sens..

[10]  Dong Jun Seo,et al.  Fast and efficient optimization of hydrologic model parameters using a priori estimates and stepwise line search , 2008 .

[11]  Rolf H. Reichle,et al.  Assimilation of passive and active microwave soil moisture retrievals , 2012 .

[12]  W. Wagner,et al.  Improving runoff prediction through the assimilation of the ASCAT soil moisture product , 2010 .

[13]  Randal D. Koster,et al.  Bias reduction in short records of satellite soil moisture , 2004 .

[14]  Wolfgang Wagner,et al.  Assimilation of ASCAT near-surface soil moisture into the SIM hydrological model over France , 2011 .

[15]  Thomas R. H. Holmes,et al.  An evaluation of AMSR–E derived soil moisture over Australia , 2009 .

[16]  Wade T. Crow,et al.  A new data assimilation approach for improving runoff prediction using remotely-sensed soil moisture retrievals , 2008 .

[17]  W. Wagner,et al.  Initial soil moisture retrievals from the METOP‐A Advanced Scatterometer (ASCAT) , 2007 .

[18]  Emmanouil N. Anagnostou,et al.  A combined passive/active microwave remote sensing approach for surface variable retrieval using Tropical Rainfall Measuring Mission observations , 2004 .

[19]  Geir Evensen,et al.  The Ensemble Kalman Filter: theoretical formulation and practical implementation , 2003 .

[20]  Jay P. Breidenbach,et al.  Real-Time Correction of Spatially Nonuniform Bias in Radar Rainfall Data Using Rain Gauge Measurements , 2002 .

[21]  R. Grayson,et al.  Scaling of Soil Moisture: A Hydrologic Perspective , 2002 .

[22]  Dong Jun Seo,et al.  Automatic state updating for operational streamflow forecasting via variational data assimilation , 2009 .

[23]  W. Wagner,et al.  A Method for Estimating Soil Moisture from ERS Scatterometer and Soil Data , 1999 .

[24]  Victor Koren,et al.  Use of soil moisture observations to improve parameter consistency in watershed calibration , 2008 .

[25]  Peter J. Webster,et al.  A 1–10-Day Ensemble Forecasting Scheme for the Major River Basins of Bangladesh: Forecasting Severe Floods of 2003–07* , 2010 .

[26]  F. Hirpa Hydrologic Data Assimilation for Operational Streamflow Forecasting , 2013 .

[27]  Klaus Scipal,et al.  Assimilating scatterometer soil moisture data into conceptual hydrologic models at the regional scale , 2005 .

[28]  Suxia Liu,et al.  Evaluation of Global Soil Wetness Project Soil Moisture Simulations , 1999 .

[29]  D. Lawrence,et al.  Regions of Strong Coupling Between Soil Moisture and Precipitation , 2004, Science.

[30]  I. Rodríguez‐Iturbe Ecohydrology: A hydrologic perspective of climate‐soil‐vegetation dynamies , 2000 .

[31]  Guiling Wang,et al.  Impact of Initial Soil Moisture Anomalies on Subsequent Precipitation over North America in the Coupled Land–Atmosphere Model CAM3–CLM3 , 2007 .

[32]  Guiling Wang,et al.  Impact of Sea Surface Temperature and Soil Moisture on Summer Precipitation in the United States Based on Observational Data , 2011 .

[33]  Niko E. C. Verhoest,et al.  The importance of the spatial patterns of remotely sensed soil moisture in the improvement of discharge predictions for small-scale basins through data assimilation , 2001 .

[34]  R. Jeu,et al.  Multisensor historical climatology of satellite‐derived global land surface moisture , 2008 .

[35]  W. Wagner,et al.  Cross-evaluation of modelled and remotely sensed surface soil moisture with in situ data in southwestern France , 2010 .

[36]  Wade T. Crow,et al.  The added value of spaceborne passive microwave soil moisture retrievals for forecasting rainfall‐runoff partitioning , 2005 .

[37]  Dennis P. Lettenmaier,et al.  Skill in streamflow forecasts derived from large-scale estimates of soil moisture and snow , 2010 .

[38]  David G. Long,et al.  Mapping Surface Oil Extent From the Deepwater Horizon Oil Spill Using ASCAT Backscatter , 2012, IEEE Transactions on Geoscience and Remote Sensing.

[39]  Yi Y. Liu,et al.  Developing an improved soil moisture dataset by blending passive and active microwave satellite-based retrievals , 2011 .

[40]  Paul A. Dirmeyer,et al.  Precipitation, Recycling, and Land Memory: An Integrated Analysis , 2009 .