Joint Assimilation of Leaf Area Index and Soil Moisture from Sentinel-1 and Sentinel-2 Data into the WOFOST Model for Winter Wheat Yield Estimation

25 years of the WOFOST cropping systems model

(2018) Allard de Wit et al.   AGRICULTURAL SYSTEMS

A review of data assimilation of remote sensing and crop models

(2018) Xiuliang Jin et al.   EUROPEAN JOURNAL OF AGRONOMY

Regional Crop Gross Primary Productivity and Yield Estimation Using Fused Landsat-MODIS Data

(2018) Mingzhu He et al.   Remote Sensing

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

Synergetic Use of Sentinel-1 and Sentinel-2 Data for Soil Moisture Mapping at Plot Scale

(2018) Reza Attarzadeh et al.   Remote Sensing

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

Simultaneous state-parameter estimation supports the evaluation of data assimilation performance and measurement design for soil-water-atmosphere-plant system

(2017) Shun Hu et al.   JOURNAL OF HYDROLOGY

Towards fine resolution global maps of crop yields: Testing multiple methods and satellites in three countries

(2017) George Azzari et al.   REMOTE SENSING OF ENVIRONMENT

Soil Moisture Content Estimation Based on Sentinel-1 and Auxiliary Earth Observation Products. A Hydrological Approach

(2017) et al.   SENSORS

Synergetic Use of Sentinel-1 and Sentinel-2 Data for Soil Moisture Mapping at 100 m Resolution

(2017) Qi Gao et al.   SENSORS

Improving Winter Wheat Yield Estimation from the CERES-Wheat Model to Assimilate Leaf Area Index with Different Assimilation Methods and Spatio-Temporal Scales

(2017) He Li et al.   Remote Sensing

Synergic Use of Sentinel-1 and Sentinel-2 Images for Operational Soil Moisture Mapping at High Spatial Resolution over Agricultural Areas

(2017) Mohammad El Hajj et al.   Remote Sensing

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

Comparison of ensemble-based state and parameter estimation methods for soil moisture data assimilation

(2015) Weijing Chen et al.   ADVANCES IN WATER RESOURCES

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

Jointly Assimilating MODIS LAI and ET Products Into the SWAP Model for Winter Wheat Yield Estimation

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

Experimental Sentinel-2 LAI estimation using parametric, non-parametric and physical retrieval methods – A comparison

(2015) Jochem Verrelst et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Assimilation of Two Variables Derived from Hyperspectral Data into the DSSAT-CERES Model for Grain Yield and Quality Estimation

(2015) Zhenhai Li et al.   Remote Sensing

Data assimilation to reduce uncertainty of crop model prediction with Convolution Particle Filtering

(2014) Yuting Chen et al.   ECOLOGICAL MODELLING

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

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

Benchmarking a Soil Moisture Data Assimilation System for Agricultural Drought Monitoring

(2014) Eunjin Han et al.   JOURNAL OF HYDROMETEOROLOGY

Climate-smart agriculture for food security

(2014) Leslie Lipper et al.   Nature Climate Change

The Estimation of Regional Crop Yield Using Ensemble-Based Four-Dimensional Variational Data Assimilation

(2014) Zhiwei Jiang et al.   Remote Sensing

Parameter sensitivity analysis of crop growth models based on the extended Fourier Amplitude Sensitivity Test method

(2013) Jing Wang et al.   ENVIRONMENTAL MODELLING & SOFTWARE

The assimilation of spectral sensing and the WOFOST model for the dynamic simulation of cadmium accumulation in rice tissues

(2013) Ling Wu et al.   International Journal of Applied Earth Observation and Geoinformation

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

Assimilating remote sensing observations of leaf area index and soil moisture for wheat yield estimates: An observing system simulation experiment

(2012) G. S. Nearing et al.   WATER RESOURCES RESEARCH

Integration of MODIS LAI and vegetation index products with the CSM–CERES–Maize model for corn yield estimation

(2011) Hongliang Fang et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Assimilation of MODIS-LAI into the WOFOST model for forecasting regional winter wheat yield

(2011) Guannan Ma et al.   MATHEMATICAL AND COMPUTER MODELLING

Evaluation of Sentinel-2 Red-Edge Bands for Empirical Estimation of Green LAI and Chlorophyll Content

(2011) Jesús Delegido et al.   SENSORS

Assimilation of satellite data into agrohydrological models to improve crop yield forecasts

(2009) M. Vazifedoust et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Historical Warnings of Future Food Insecurity with Unprecedented Seasonal Heat

(2009) David. S. Battisti et al.   SCIENCE

Methodology for the use of DSSAT models for precision agriculture decision support

(2008) Kelly R. Thorp et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Corn‐yield estimation through assimilation of remotely sensed data into the CSM‐CERES‐Maize model

(2008) Hongliang Fang et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

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

Assimilating canopy reflectance data into an ecosystem model with an Ensemble Kalman Filter

(2007) T QUAIFE et al.   REMOTE SENSING OF ENVIRONMENT