Estimating surface turbulent heat fluxes from land surface temperature and soil moisture observations using the particle batch smoother

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

Combined assimilation of streamflow and satellite soil moisture with the particle filter and geostatistical modeling

(2016) Hongxiang Yan et al.   ADVANCES IN WATER RESOURCES

Monitoring daily evapotranspiration over two California vineyards using Landsat 8 in a multi-sensor data fusion approach

(2016) Kathryn A. Semmens et al.   REMOTE SENSING OF ENVIRONMENT

Mapping high-resolution soil moisture and properties using distributed temperature sensing data and an adaptive particle batch smoother

(2016) Jianzhi Dong et al.   WATER RESOURCES RESEARCH

Mapping land water and energy balance relations through conditional sampling of remote sensing estimates of atmospheric forcing and surface states

(2016) Leila Farhadi et al.   WATER RESOURCES RESEARCH

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

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

Robust estimates of soil moisture and latent heat flux coupling strength obtained from triple collocation

(2015) Wade T. Crow et al.   GEOPHYSICAL RESEARCH LETTERS

Estimating Turbulent Heat Fluxes With a Weak-Constraint Data Assimilation Scheme: A Case Study (HiWATER-MUSOEXE)

(2015) Tongren Xu et al.   IEEE Geoscience and Remote Sensing Letters

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

Evapotranspiration based on equilibrated relative humidity (ETRHEQ): Evaluation over the continental U.S.

(2015) Angela J. Rigden et al.   WATER RESOURCES RESEARCH

Estimation of land surface water and energy balance parameters using conditional sampling of surface states

(2014) Leila Farhadi et al.   WATER RESOURCES RESEARCH

Soil moisture and soil properties estimation in the Community Land Model with synthetic brightness temperature observations

(2014) Xujun Han et al.   WATER RESOURCES RESEARCH

Estimation of surface turbulent heat fluxes via variational assimilation of sequences of land surface temperatures from Geostationary Operational Environmental Satellites

(2014) Tongren Xu et al.   JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES

Simultaneous estimation of both hydrological and ecological parameters in an ecohydrological model by assimilating microwave signal

(2014) Yohei Sawada et al.   JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES

Variational assimilation of land surface temperature and the estimation of surface energy balance components

(2013) S.M. Bateni et al.   JOURNAL OF HYDROLOGY

Mapping evaporation and estimation of surface control of evaporation using remotely sensed land surface temperature from a constellation of satellites

(2013) S. M. Bateni et al.   WATER RESOURCES RESEARCH

Estimating surface energy fluxes using a dual-source data assimilation approach adjoined to the heat diffusion equation

(2012) S. M. Bateni et al.   JOURNAL OF GEOPHYSICAL RESEARCH

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

(2012) Marc Leisenring et al.   JOURNAL OF HYDROLOGY

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

Validation of Soil Moisture and Ocean Salinity (SMOS) Soil Moisture Over Watershed Networks in the U.S.

(2011) Thomas J. Jackson et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

The community Noah land surface model with multiparameterization options (Noah-MP): 1. Model description and evaluation with local-scale measurements

(2011) Guo-Yue Niu et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Diagnosing the Sensitivity of Local Land–Atmosphere Coupling via the Soil Moisture–Boundary Layer Interaction

(2011) Joseph A. Santanello et al.   JOURNAL OF HYDROMETEOROLOGY

Bridging the ensemble Kalman filter and particle filters: the adaptive Gaussian mixture filter

(2010) Andreas S. Stordal et al.   COMPUTATIONAL GEOSCIENCES

Investigating soil moisture–climate interactions in a changing climate: A review

(2010) Sonia I. Seneviratne et al.   EARTH-SCIENCE REVIEWS

An Algorithm for Merging SMAP Radiometer and Radar Data for High-Resolution Soil-Moisture Retrieval

(2010) Narendra N. Das et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Assimilation of Satellite-Derived Skin Temperature Observations into Land Surface Models

(2010) Rolf H. Reichle et al.   JOURNAL OF HYDROMETEOROLOGY

The Soil Moisture Active Passive (SMAP) Mission

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

Snow water equivalent prediction using Bayesian data assimilation methods

(2010) Marc Leisenring et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

An application of the Ts–VI triangle method with enhanced edges determination for evapotranspiration estimation from MODIS data in arid and semi-arid regions: Implementation and validation

(2009) Ronglin Tang et al.   REMOTE SENSING OF ENVIRONMENT

Data assimilation methods in the Earth sciences

(2008) Rolf H. Reichle   ADVANCES IN WATER RESOURCES

Estimating Land Surface Evaporation: A Review of Methods Using Remotely Sensed Surface Temperature Data

(2008) Jetse D. Kalma et al.   SURVEYS IN GEOPHYSICS

Estimation of large-scale evaporation fields based on assimilation of remotely sensed land temperature

(2008) F. Sini et al.   WATER RESOURCES RESEARCH

An adaptive ensemble Kalman filter for soil moisture data assimilation

(2008) Rolf H. Reichle et al.   WATER RESOURCES RESEARCH

Drying front and water content dynamics during evaporation from sand delineated by neutron radiography

(2008) N. Shokri et al.   WATER RESOURCES RESEARCH