Comparison of adaptive filtering techniques for land surface data assimilation
暂无分享,去创建一个
[1] D. Dee. On-line Estimation of Error Covariance Parameters for Atmospheric Data Assimilation , 1995 .
[2] Randal D. Koster,et al. Global assimilation of satellite surface soil moisture retrievals into the NASA Catchment land surface model , 2005 .
[3] Paul Poli,et al. Diagnosis of observation, background and analysis‐error statistics in observation space , 2005 .
[4] G. Hornberger,et al. A Statistical Exploration of the Relationships of Soil Moisture Characteristics to the Physical Properties of Soils , 1984 .
[5] A. J. Dolman,et al. The Pilot Phase of the Global Soil Wetness Project , 1999 .
[6] C. Daughtry,et al. Using soil moisture and spatial yield patterns to identify subsurface flow pathways. , 2005, Journal of environmental quality.
[7] T. Jackson,et al. III. Measuring surface soil moisture using passive microwave remote sensing , 1993 .
[8] J. Norman,et al. Source approach for estimating soil and vegetation energy fluxes in observations of directional radiometric surface temperature , 1995 .
[9] Paul R. Houser,et al. A methodology for initializing soil moisture in a global climate model: Assimilation of near‐surface soil moisture observations , 2001 .
[10] J. Bolten,et al. Estimating precipitation errors using spaceborne surface soil moisture retrievals , 2007 .
[11] Matthias Drusch,et al. Initializing numerical weather prediction models with satellite‐derived surface soil moisture: Data assimilation experiments with ECMWF's Integrated Forecast System and the TMI soil moisture data set , 2007 .
[12] David Yates,et al. Land Surface Heterogeneity in the Cooperative Atmosphere Surface Exchange Study (CASES-97). Part II: Analysis of Spatial Heterogeneity and Its Scaling , 2003 .
[13] R. Mehra. On the identification of variances and adaptive Kalman filtering , 1970 .
[14] G. Evensen,et al. Analysis Scheme in the Ensemble Kalman Filter , 1998 .
[15] D. McLaughlin,et al. Hydrologic Data Assimilation with the Ensemble Kalman Filter , 2002 .
[16] Wade T. Crow,et al. Monitoring root-zone soil moisture through the assimilation of a thermal remote sensing-based soil moisture proxy into a water balance model , 2008 .
[17] G. Evensen. Sequential data assimilation with a nonlinear quasi‐geostrophic model using Monte Carlo methods to forecast error statistics , 1994 .
[18] S. Planton,et al. A Simple Parameterization of Land Surface Processes for Meteorological Models , 1989 .
[19] W. Crow,et al. 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 , 2003 .
[20] Marco Mancini,et al. Robust simulation of root zone soil moisture with assimilation of surface soil moisture data , 2001 .
[21] J. Norman,et al. Source approach for estimating soil and vegetation energy fluxes in observations of directional radiometric surface temperature [Agric. For. Meteorol., 77 (1995) 263–293]☆ , 1996 .
[22] R. Koster,et al. Comparison and assimilation of global soil moisture retrievals from the Advanced Microwave Scanning Radiometer for the Earth Observing System (AMSR‐E) and the Scanning Multichannel Microwave Radiometer (SMMR) , 2007 .
[23] P. Houtekamer,et al. An Adaptive Ensemble Kalman Filter , 2000 .
[24] Jeffrey P. Walker,et al. THE GLOBAL LAND DATA ASSIMILATION SYSTEM , 2004 .
[25] R. Koster,et al. Assessing the Impact of Horizontal Error Correlations in Background Fields on Soil Moisture Estimation , 2003 .
[26] Wade T. Crow,et al. An adaptive ensemble Kalman filter for soil moisture data assimilation , 2007 .
[27] Wade T. Crow,et al. Impact of Incorrect Model Error Assumptions on the Sequential Assimilation of Remotely Sensed Surface Soil Moisture , 2006 .
[28] Arthur Gelb,et al. Applied Optimal Estimation , 1974 .