Determining soil moisture and soil properties in vegetated areas by assimilating soil temperatures

Estimating soil moisture and soil thermal and hydraulic properties by assimilating soil temperatures using a particle batch smoother

(2016) Jianzhi Dong et al.   ADVANCES IN WATER RESOURCES

Impact of Bias Correction Methods on Estimation of Soil Moisture When Assimilating Active and Passive Microwave Observations

(2016) Alejandro Monsivais-Huertero et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Determining soil moisture by assimilating soil temperature measurements using the Ensemble Kalman Filter

(2015) Jianzhi Dong et al.   ADVANCES IN WATER RESOURCES

A particle batch smoother for soil moisture estimation using soil temperature observations

(2015) Jianzhi Dong et al.   ADVANCES IN WATER RESOURCES

Improving Soil Moisture Profile Prediction With the Particle Filter-Markov Chain Monte Carlo Method

(2015) Hongxiang Yan et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A Particle Batch Smoother Approach to Snow Water Equivalent Estimation

(2015) Steven A. Margulis et al.   JOURNAL OF HYDROMETEOROLOGY

On noise specification in data assimilation schemes for improved flood forecasting using distributed hydrological models

(2014) Seong Jin Noh et al.   JOURNAL OF HYDROLOGY

Comparative evaluation of maximum likelihood ensemble filter and ensemble Kalman filter for real-time assimilation of streamflow data into operational hydrologic models

(2014) Arezoo Rafieeinasab et al.   JOURNAL OF HYDROLOGY

Evaluating forecasting performance for data assimilation methods: The ensemble Kalman filter, the particle filter, and the evolutionary-based assimilation

(2013) Gift Dumedah et al.   ADVANCES IN WATER RESOURCES

State of the Art in Large-Scale Soil Moisture Monitoring

(2013) Tyson E. Ochsner et al.   SOIL SCIENCE SOCIETY OF AMERICA JOURNAL

Estimation of Radiative Transfer Parameters from L-Band Passive Microwave Brightness Temperatures Using Advanced Data Assimilation

(2013) Carsten Montzka et al.   VADOSE ZONE JOURNAL

The spatial scale of model errors and assimilated retrievals in a terrestrial water storage assimilation system

(2013) B. A. Forman et al.   WATER RESOURCES RESEARCH

Hydrologic data assimilation using particle Markov chain Monte Carlo simulation: Theory, concepts and applications

(2012) Jasper A. Vrugt et al.   ADVANCES IN WATER RESOURCES

Assimilation of passive and active microwave soil moisture retrievals

(2012) C. S. Draper et al.   GEOPHYSICAL RESEARCH LETTERS

Heated Distributed Temperature Sensing for Field Scale Soil Moisture Monitoring

(2012) Arlen M. Striegl et al.   Groundwater

A multi-layer soil moisture data assimilation using support vector machines and ensemble particle filter

(2012) Zhongbo Yu et al.   JOURNAL OF HYDROLOGY

Analyzing the uncertainty of suspended sediment load prediction using sequential data assimilation

(2012) Marc Leisenring et al.   JOURNAL OF HYDROLOGY

Upscaling sparse ground-based soil moisture observations for the validation of coarse-resolution satellite soil moisture products

(2012) Wade T. Crow et al.   REVIEWS OF GEOPHYSICS

Heated Optical Fiber for Distributed Soil-Moisture Measurements: A Lysimeter Experiment

(2012) Francesco Ciocca et al.   VADOSE ZONE JOURNAL

Examining the effectiveness and robustness of sequential data assimilation methods for quantification of uncertainty in hydrologic forecasting

(2012) Caleb M. DeChant et al.   WATER RESOURCES RESEARCH

Surface heat flux estimation with the ensemble Kalman smoother: Joint estimation of state and parameters

(2012) S. M. Bateni et al.   WATER RESOURCES RESEARCH

Evolution of ensemble data assimilation for uncertainty quantification using the particle filter-Markov chain Monte Carlo method

(2012) Hamid Moradkhani et al.   WATER RESOURCES RESEARCH

Hydraulic parameter estimation by remotely-sensed top soil moisture observations with the particle filter

(2011) Carsten Montzka et al.   JOURNAL OF HYDROLOGY

Assimilation of terrestrial water storage from GRACE in a snow-dominated basin

(2011) B. A. Forman et al.   WATER RESOURCES RESEARCH

Parameter estimation in ensemble based snow data assimilation: A synthetic study

(2010) Hua Su et al.   ADVANCES IN WATER RESOURCES

The Soil Moisture Active Passive (SMAP) Mission

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

Feasibility of soil moisture estimation using passive distributed temperature sensing

(2010) S. C. Steele-Dunne et al.   WATER RESOURCES RESEARCH

Feasibility of soil moisture monitoring with heated fiber optics

(2010) Chadi Sayde et al.   WATER RESOURCES RESEARCH

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

Correcting Unintended Perturbation Biases in Hydrologic Data Assimilation

(2009) Dongryeol Ryu et al.   JOURNAL OF HYDROMETEOROLOGY

Hydrological data assimilation with the ensemble Kalman filter: Use of streamflow observations to update states in a distributed hydrological model

(2008) Martyn P. Clark et al.   ADVANCES IN WATER RESOURCES

Data assimilation methods in the Earth sciences

(2008) Rolf H. Reichle   ADVANCES IN WATER RESOURCES

Measuring soil moisture content non-invasively at intermediate spatial scale using cosmic-ray neutrons

(2008) Marek Zreda et al.   GEOPHYSICAL RESEARCH LETTERS

Use of GPS receivers as a soil moisture network for water cycle studies

(2008) Kristine M. Larson et al.   GEOPHYSICAL RESEARCH LETTERS

Multisensor historical climatology of satellite-derived global land surface moisture

(2008) Manfred Owe et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Assimilation of GRACE Terrestrial Water Storage Data into a Land Surface Model: Results for the Mississippi River Basin

(2008) Benjamin F. Zaitchik et al.   JOURNAL OF HYDROMETEOROLOGY

Monitoring root-zone soil moisture through the assimilation of a thermal remote sensing-based soil moisture proxy into a water balance model

(2007) W CROW et al.   REMOTE SENSING OF ENVIRONMENT