Improving surface soil moisture retrievals through a novel assimilation algorithm to estimate both model and observation errors

The first high-resolution meteorological forcing dataset for land process studies over China

(2020) Jie He et al.   Scientific Data

Evaluation and Validation of a High Spatial Resolution Satellite Soil Moisture Product over the Continental United States

(2020) Bin Fang et al.   JOURNAL OF HYDROLOGY

Development of a daily soil moisture product for the period of 2002–2011 in Mainland China

(2020) Kun Yang et al.   Science China-Earth Sciences

Harmonizing models and observations: Data assimilation in Earth system science

(2020) Xin Li et al.   Science China-Earth Sciences

A Bayesian Adaptive Ensemble Kalman Filter for Sequential State and Parameter Estimation

(2018) Jonathan R. Stroud et al.   MONTHLY WEATHER REVIEW

Global characterization of surface soil moisture drydowns

(2017) Kaighin A. McColl et al.   GEOPHYSICAL RESEARCH LETTERS

Estimating model-error covariances in nonlinear state-space models using Kalman smoothing and the expectation-maximization algorithm

(2017) D. Dreano et al.   QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY

Validation Analysis of SMAP and AMSR2 Soil Moisture Products over the United States Using Ground-Based Measurements

(2017) Xuefei Zhang et al.   Remote Sensing

Evaluation of SMAP, SMOS, and AMSR2 soil moisture retrievals against observations from two networks on the Tibetan Plateau

(2017) Yingying Chen et al.   JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES

Bayesian estimation of the observation-error covariance matrix in ensemble-based filters

(2016) Genta Ueno et al.   QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY

Soil moisture at local scale: Measurements and simulations

(2014) Nunzio Romano   JOURNAL OF HYDROLOGY

Offline parameter estimation using EnKF and maximum likelihood error covariance estimates: Application to a subgrid-scale orography parametrization

(2014) P. Tandeo et al.   QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY

A Multiscale Soil Moisture and Freeze–Thaw Monitoring Network on the Third Pole

(2013) Kun Yang et al.   BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

Evaluation of SMOS Soil Moisture Products Over Continental U.S. Using the SCAN/SNOTEL Network

(2012) Ahmad Al Bitar et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Optimal Exploitation of AMSR-E Signals for Improving Soil Moisture Estimation Through Land Data Assimilation

(2012) Long Zhao et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

An Earth Observation Land Data Assimilation System (EO-LDAS)

(2012) P. Lewis et al.   REMOTE SENSING OF ENVIRONMENT

Parameterizing soil organic carbon’s impacts on soil porosity and thermal parameters for Eastern Tibet grasslands

(2012) YingYing Chen et al.   Science China-Earth Sciences

Development of a Satellite Land Data Assimilation System Coupled With a Mesoscale Model in the Tibetan Plateau

(2011) M. Rasmy et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

The SMOS Mission: New Tool for Monitoring Key Elements ofthe Global Water Cycle

(2010) Yann H Kerr et al.   PROCEEDINGS OF THE IEEE

The Soil Moisture Active Passive (SMAP) Mission

(2010) Dara Entekhabi et al.   PROCEEDINGS OF THE IEEE

Maximum likelihood estimation of error covariances in ensemble-based filters and its application to a coupled atmosphere-ocean model

(2010) Genta Ueno et al.   QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY

The ensemble Kalman filter for combined state and parameter estimation

(2009)   IEEE CONTROL SYSTEMS MAGAZINE

Simultaneous estimation of both soil moisture and model parameters using particle filtering method through the assimilation of microwave signal

(2009) Jun Qin et al.   JOURNAL OF GEOPHYSICAL RESEARCH

A dual-pass variational data assimilation framework for estimating soil moisture profiles from AMSR-E microwave brightness temperature

(2009) Xiangjun Tian et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Validation of a Dual-Pass Microwave Land Data Assimilation System for Estimating Surface Soil Moisture in Semiarid Regions

(2009) Kun Yang et al.   JOURNAL OF HYDROMETEOROLOGY

Accounting for Model Errors in Ensemble Data Assimilation

(2009) Hong Li et al.   MONTHLY WEATHER REVIEW

Using the ensemble Kalman filter to estimate multiplicative model parameters

(2009) Xiaosong Yang et al.   TELLUS SERIES A-DYNAMIC METEOROLOGY AND OCEANOGRAPHY

A possible solution for the problem of estimating the error structure of global soil moisture data sets

(2008) K. Scipal et al.   GEOPHYSICAL RESEARCH LETTERS