Assimilating Soil Moisture Retrieved from Sentinel-1 and Sentinel-2 Data into WOFOST Model to Improve Winter Wheat Yield Estimation

Soil Moisture Retrieval From SAR and Optical Data Using a Combined Model

(2019) Liangliang Tao et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Assimilation of remote sensing into crop growth models: Current status and perspectives

(2019) Jianxi Huang et al.   AGRICULTURAL AND FOREST METEOROLOGY

Modeling Winter Wheat Leaf Area Index and Canopy Water Content With Three Different Approaches Using Sentinel-2 Multispectral Instrument Data

(2018)   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Evaluation of regional estimates of winter wheat yield by assimilating three remotely sensed reflectance datasets into the coupled WOFOST–PROSAIL model

(2018) Jianxi Huang et al.   EUROPEAN JOURNAL OF AGRONOMY

Comparison of three remotely sensed drought indices for assessing the impact of drought on winter wheat yield

(2018) Jianxi Huang et al.   International Journal of Digital Earth

Improving Soil Available Nutrient Estimation by Integrating Modified WOFOST Model and Time-Series Earth Observations

(2018) Zhiqiang Cheng et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Integrating WOFOST and Noah LSM for modeling maize production and soil moisture with sensitivity analysis, in the east of The Netherlands

(2017) Omar Ali Eweys et al.   FIELD CROPS RESEARCH

Assimilation of Leaf Area Index and Surface Soil Moisture With the CERES-Wheat Model for Winter Wheat Yield Estimation Using a Particle Filter Algorithm

(2017) Yi Xie et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Understanding the temporal behavior of crops using Sentinel-1 and Sentinel-2-like data for agricultural applications

(2017) Amanda Veloso et al.   REMOTE SENSING OF ENVIRONMENT

First Assessment of Sentinel-1A Data for Surface Soil Moisture Estimations Using a Coupled Water Cloud Model and Advanced Integral Equation Model over the Tibetan Plateau

(2017) Xiaojing Bai et al.   Remote Sensing

Assimilating a synthetic Kalman filter leaf area index series into the WOFOST model to improve regional winter wheat yield estimation

(2016) Jianxi Huang et al.   AGRICULTURAL AND FOREST METEOROLOGY

Understanding the Ensemble Kalman Filter

(2016) Matthias Katzfuss et al.   AMERICAN STATISTICIAN

Assimilation of LAI and Dry Biomass Data From Optical and SAR Images Into an Agro-Meteorological Model to Estimate Soybean Yield

(2016) Julie Betbeder et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Improving winter wheat yield estimation by assimilation of the leaf area index from Landsat TM and MODIS data into the WOFOST model

(2015) Jianxi Huang et al.   AGRICULTURAL AND FOREST METEOROLOGY

Development and Validation of a Robust Algorithm for Retrieving Aerosol Optical Depth Over Land From MODIS Data

(2015) Guanghui Huang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

A Modified Water-Cloud Model With Leaf Angle Parameters for Microwave Backscattering From Agricultural Fields

(2015) Soon-Koo Kweon et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A Bayesian Network-Based Method to Alleviate the Ill-Posed Inverse Problem: A Case Study on Leaf Area Index and Canopy Water Content Retrieval

(2015) Xingwen Quan et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Potential of Dubois model for soil moisture retrieval in prairie areas using SAR and optical data

(2015) Xiaojing Bai et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Surface soil moisture retrievals from remote sensing: Current status, products & future trends

(2015) George P. Petropoulos et al.   PHYSICS AND CHEMISTRY OF THE EARTH

Assimilating remote sensing information into a coupled hydrology-crop growth model to estimate regional maize yield in arid regions

(2014) Yan Li et al.   ECOLOGICAL MODELLING

Application of Crop Model Data Assimilation With a Particle Filter for Estimating Regional Winter Wheat Yields

(2014) Zhiwei Jiang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Assimilation of SMOS Soil Moisture for Quantifying Drought Impacts on Crop Yield in Agricultural Regions

(2014) Subit Chakrabarti et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Estimating near future regional corn yields by integrating multi-source observations into a crop growth model

(2013) Jing Wang et al.   EUROPEAN JOURNAL OF AGRONOMY

Soil-Moisture Estimation From X-Band Data Using Tikhonov Regularization and Neural Net

(2013) Matej Kseneman et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Soil moisture at watershed scale: Remote sensing techniques

(2013) Bin Fang et al.   JOURNAL OF HYDROLOGY

Assimilation of remotely sensed soil moisture and vegetation with a crop simulation model for maize yield prediction

(2013) Amor V.M. Ines et al.   REMOTE SENSING OF ENVIRONMENT

Estimating regional winter wheat yield with WOFOST through the assimilation of green area index retrieved from MODIS observations

(2012) Allard de Wit et al.   AGRICULTURAL AND FOREST METEOROLOGY

Advances in soil moisture retrieval from synthetic aperture radar and hydrological applications

(2012) Kurt C. Kornelsen et al.   JOURNAL OF HYDROLOGY

Estimating regional winter wheat yield by assimilation of time series of HJ-1 CCD NDVI into WOFOST–ACRM model with Ensemble Kalman Filter

(2012) Hongyuan Ma et al.   MATHEMATICAL AND COMPUTER MODELLING

Soil Moisture Estimation Using High-Resolution Spotlight TerraSAR-X Data

(2011) Matej Kseneman et al.   IEEE Geoscience and Remote Sensing Letters

Soil hydraulic parameters estimated from satellite information through data assimilation

(2011) Sujittra Charoenhirunyingyos et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

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

Covariance localisation and balance in an Ensemble Kalman Filter

(2009) Jeffrey D. Kepert   QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY

Data assimilation: From photon counts to Earth System forecasts

(2007) P MATHIEU et al.   REMOTE SENSING OF ENVIRONMENT

Assimilation of leaf area index derived from ASAR and MERIS data into CERES-Wheat model to map wheat yield

(2007) L DENTE et al.   REMOTE SENSING OF ENVIRONMENT

An evaluation of the nonlinear/non-Gaussian filters for the sequential data assimilation

(2007) X HAN et al.   REMOTE SENSING OF ENVIRONMENT