The benefits of using remotely sensed soil moisture in parameter identification of large-scale hydrological models

Using ERS spaceborne microwave soil moisture observations to predict groundwater head in space and time

(2013) E.H. Sutanudjaja et al.   REMOTE SENSING OF ENVIRONMENT

Improving soil moisture retrievals from a physically-based radiative transfer model

(2013) Ming Pan et al.   REMOTE SENSING OF ENVIRONMENT

Calibrating a large-extent high-resolution coupled groundwater-land surface model using soil moisture and discharge data

(2013) E. H. Sutanudjaja et al.   WATER RESOURCES RESEARCH

Assimilation of passive and active microwave soil moisture retrievals

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

The SMOS Soil Moisture Retrieval Algorithm

(2012) Yann H. Kerr et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A simplified Extended Kalman Filter for the global operational soil moisture analysis at ECMWF

(2012) Patricia de Rosnay et al.   QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY

Observation uncertainty of satellite soil moisture products determined with physically-based modeling

(2012) Niko Wanders et al.   REMOTE SENSING OF ENVIRONMENT

Uncertainty in flood forecasting: A distributed modeling approach in a sparse data catchment

(2012) Pablo A. Mendoza et al.   WATER RESOURCES RESEARCH

Assimilation of streamflow and in situ soil moisture data into operational distributed hydrologic models: Effects of uncertainties in the data and initial model soil moisture states

(2011) Haksu Lee et al.   ADVANCES IN WATER RESOURCES

First Results of SMOS Soil Moisture Validation in the Upper Danube Catchment

(2011) Johanna T. dall'Amico et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Assimilation of Surface- and Root-Zone ASCAT Soil Moisture Products Into Rainfall–Runoff Modeling

(2011) Luca Brocca et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Initializing a regional climate model with satellite-derived soil moisture

(2011) B. Bisselink et al.   JOURNAL OF GEOPHYSICAL RESEARCH

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

(2011) Carsten Montzka et al.   JOURNAL OF HYDROLOGY

The Contributions of Precipitation and Soil Moisture Observations to the Skill of Soil Moisture Estimates in a Land Data Assimilation System

(2011) Qing Liu et al.   JOURNAL OF HYDROMETEOROLOGY

Using an Ensemble Kalman Filter Method to Calibrate Parameters and Update Soluble Chemical Transfer From Soil to Surface Runoff

(2011) Ju-Xiu Tong et al.   TRANSPORT IN POROUS MEDIA

Operational real-time modeling with ensemble Kalman filter of variably saturated subsurface flow including stream-aquifer interaction and parameter updating

(2011) H. J. Hendricks Franssen et al.   WATER RESOURCES RESEARCH

Dual state-parameter estimation of root zone soil moisture by optimal parameter estimation and extended Kalman filter data assimilation

(2010) Haishen Lü et al.   ADVANCES IN WATER RESOURCES

A Quasi-Global Evaluation System for Satellite-Based Surface Soil Moisture Retrievals

(2010) Wade T Crow et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A software framework for construction of process-based stochastic spatio-temporal models and data assimilation

(2009) Derek Karssenberg et al.   ENVIRONMENTAL MODELLING & SOFTWARE

The ensemble Kalman filter for combined state and parameter estimation

(2009)   IEEE CONTROL SYSTEMS MAGAZINE

Evaluating the Utility of Remotely Sensed Soil Moisture Retrievals for Operational Agricultural Drought Monitoring

(2009) John D. Bolten et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

An Improved Soil Moisture Retrieval Algorithm for ERS and METOP Scatterometer Observations

(2009) V. Naeimi et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

The European heat wave 2003: Early indicators from multisensoral microwave remote sensing?

(2009) Alexander Loew et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Particle Filtering in Geophysical Systems

(2009) Peter Jan van Leeuwen   MONTHLY WEATHER REVIEW

An evaluation of AMSR–E derived soil moisture over Australia

(2009) Clara S. Draper et al.   REMOTE SENSING OF ENVIRONMENT

Ensemble-based assimilation of discharge into rainfall-runoff models: A comparison of approaches to mapping observational information to state space

(2009) Valentijn R. N. Pauwels et al.   WATER RESOURCES RESEARCH

Ensemble Kalman filter data assimilation for a process-based catchment scale model of surface and subsurface flow

(2009) Matteo Camporese et al.   WATER RESOURCES RESEARCH

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

Assimilation of a ERS scatterometer derived soil moisture index in the ECMWF numerical weather prediction system

(2008) K. Scipal et al.   ADVANCES IN WATER RESOURCES

LISFLOOD: a GIS‐based distributed model for river basin scale water balance and flood simulation

(2008) J. M. Van Der Knijff et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Multisensor historical climatology of satellite-derived global land surface moisture

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

Soil moisture updating by Ensemble Kalman Filtering in real-time flood forecasting

(2008) Jürgen Komma et al.   JOURNAL OF HYDROLOGY

Improving Satellite-Based Rainfall Accumulation Estimates Using Spaceborne Surface Soil Moisture Retrievals

(2008) Wade T. Crow et al.   JOURNAL OF HYDROMETEOROLOGY

Global Soil Moisture Patterns Observed by Space Borne Microwave Radiometers and Scatterometers

(2008) R. A. M. de Jeu et al.   SURVEYS IN GEOPHYSICS