Mapping Surface Heat Fluxes by Assimilating SMAP Soil Moisture and GOES Land Surface Temperature Data

Characterizing the Effect of Vegetation Dynamics on the Bulk Heat Transfer Coefficient to Improve Variational Estimation of Surface Turbulent Fluxes

(2017) Abedeh Abdolghafoorian et al.   JOURNAL OF HYDROMETEOROLOGY

Validation of SMAP surface soil moisture products with core validation sites

(2017) A. Colliander et al.   REMOTE SENSING OF ENVIRONMENT

Validation of SMAP soil moisture for the SMAPVEX15 field campaign using a hyper-resolution model

(2017) Xitian Cai et al.   WATER RESOURCES RESEARCH

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

An initial assessment of SMAP soil moisture retrievals using high-resolution model simulations and in situ observations

(2016) Ming Pan et al.   GEOPHYSICAL RESEARCH LETTERS

A Preliminary Evaluation of the SMAP Radiometer Soil Moisture Product Over United States and Europe Using Ground-Based Measurements

(2016) Jiangyuan Zeng et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Assessment of the SMAP Passive Soil Moisture Product

(2016) Steven K. Chan et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

True Colors of Oceanography: Guidelines for Effective and Accurate Colormap Selection

(2016) Kristen Thyng et al.   OCEANOGRAPHY

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

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

(2016) Yang Lu 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

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

Augmentations to the Noah Model Physics for Application to the Yellow River Source Area. Part II: Turbulent Heat Fluxes and Soil Heat Transport

(2015) Donghai Zheng et al.   JOURNAL OF HYDROMETEOROLOGY

A Particle Batch Smoother Approach to Snow Water Equivalent Estimation

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

Models of L-Band Radar Backscattering Coefficients Over Global Terrain for Soil Moisture Retrieval

(2014) Seung-Bum Kim et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Remote monitoring of soil moisture using passive microwave-based techniques — Theoretical basis and overview of selected algorithms for AMSR-E

(2014) I.E. Mladenova et al.   REMOTE SENSING OF ENVIRONMENT

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

(2014) Leila Farhadi et al.   WATER RESOURCES RESEARCH

Coupled estimation of surface heat fluxes and vegetation dynamics from remotely sensed land surface temperature and fraction of photosynthetically active radiation

(2014) S. M. Bateni et al.   WATER RESOURCES RESEARCH

The Global Precipitation Measurement Mission

(2013) Arthur Y. Hou et al.   BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

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

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

U.S. Climate Reference Network Soil Moisture and Temperature Observations

(2013) Jesse E. Bell et al.   JOURNAL OF HYDROMETEOROLOGY

Satellite-derived land surface temperature: Current status and perspectives

(2013) Zhao-Liang Li et al.   REMOTE SENSING OF ENVIRONMENT

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

Land surface temperature from multiple geostationary satellites

(2012) Sandra C. Freitas et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

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

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

Global patterns of land-atmosphere fluxes of carbon dioxide, latent heat, and sensible heat derived from eddy covariance, satellite, and meteorological observations

(2011) Martin Jung et al.   JOURNAL OF GEOPHYSICAL RESEARCH

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

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

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

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

Global Change Observation Mission (GCOM) for Monitoring Carbon, Water Cycles, and Climate Change

(2010) Keiji Imaoka et al.   PROCEEDINGS OF THE IEEE

A general approach to estimate soil water content from thermal inertia

(2009) Sen Lu et al.   AGRICULTURAL AND FOREST METEOROLOGY

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

New Vegetation Albedo Parameters and Global Fields of Soil Background Albedo Derived from MODIS for Use in a Climate Model

(2008) Caroline J. Houldcroft et al.   JOURNAL OF HYDROMETEOROLOGY

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

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