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

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

Estimating winter wheat biomass by assimilating leaf area index derived from fusion of Landsat-8 and MODIS data

(2016) Taifeng Dong et al.   International Journal of Applied Earth Observation and Geoinformation

Improving Spring Maize Yield Estimation at Field Scale by Assimilating Time-Series HJ-1 CCD Data into the WOFOST Model Using a New Method with Fast Algorithms

(2016) Zhiqiang Cheng et al.   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

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

Retrieval of Leaf Area Index in mountain grasslands in the Alps from MODIS satellite imagery

(2015) Luca Pasolli et al.   REMOTE SENSING OF ENVIRONMENT

Global Food Security-Introduction

(2014) Allan Rae et al.   AUSTRALIAN JOURNAL OF AGRICULTURAL AND RESOURCE ECONOMICS

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

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

Retrieval of wheat leaf area index from AWiFS multispectral data using canopy radiative transfer simulation

(2014) Rahul Nigam et al.   International Journal of Applied Earth Observation and Geoinformation

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

Assimilating remote sensing information with crop model using Ensemble Kalman Filter for improving LAI monitoring and yield estimation

(2013) Yanxia Zhao et al.   ECOLOGICAL MODELLING

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

Inversion of the PROSAIL model to estimate leaf area index of maize, potato, and sunflower fields from unmanned aerial vehicle hyperspectral data

(2013) Si-Bo Duan 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

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

Inversion of a Radiative Transfer Model for Estimation of Rice Canopy Chlorophyll Content Using a Lookup-Table Approach

(2012) Roshanak Darvishzadeh et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Estimating net radiation flux in the Tibetan Plateau by assimilating MODIS LST products with an ensemble Kalman filter and particle filter

(2012) Zhen Li et al.   International Journal of Applied Earth Observation and Geoinformation

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

(2012) Marc Leisenring 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

Maize and sunflower biomass estimation in southwest France using high spatial and temporal resolution remote sensing data

(2012) Martin Claverie 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

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

Application of EPIC model to assess climate change impact on sorghum in southern Italy

(2012) Michele Rinaldi et al.   Italian Journal of Agronomy

Potential performances of remotely sensed LAI assimilation in WOFOST model based on an OSS Experiment

(2011) Yannick Curnel et al.   AGRICULTURAL AND FOREST METEOROLOGY

Assimilation of Remote Sensing and Crop Model for LAI Estimation Based on Ensemble Kaiman Filter

(2011) Rui LI et al.   Agricultural Sciences in China

Ecological forecasting and data assimilation in a data-rich era

(2011) Yiqi Luo et al.   ECOLOGICAL APPLICATIONS

Improving the Robustness of Cotton Status Characterisation by Radiative Transfer Model Inversion of Multi-Angular CHRIS/PROBA Data

(2011) Wouter A. Dorigo   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

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

Mapping grassland leaf area index with airborne hyperspectral imagery: A comparison study of statistical approaches and inversion of radiative transfer models

(2011) Roshanak Darvishzadeh et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

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

(2011) Carsten Montzka et al.   JOURNAL OF HYDROLOGY

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

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

The Regional Ocean Modeling System (ROMS) 4-dimensional variational data assimilation systems

(2011) Andrew M. Moore et al.   PROGRESS IN OCEANOGRAPHY

A POD-based ensemble four-dimensional variational assimilation method

(2011) Xiangjun Tian et al.   TELLUS SERIES A-DYNAMIC METEOROLOGY AND OCEANOGRAPHY

Particle Filter-based assimilation algorithms for improved estimation of root-zone soil moisture under dynamic vegetation conditions

(2010) Karthik Nagarajan et al.   ADVANCES IN WATER RESOURCES

Simulating biomass accumulation and yield of yam (Dioscorea alata) in the Upper Ouémé Basin (Benin Republic)- I. Compilation of physiological parameters and calibration at the field scale

(2010) Amit Kumar Srivastava et al.   FIELD CROPS RESEARCH

Using CERES-Wheat to simulate durum wheat production and phenology in Southern Sardinia, Italy

(2010) Marco Dettori et al.   FIELD CROPS RESEARCH

Evaluation of Sentinel-2 Spectral Sampling for Radiative Transfer Model Based LAI Estimation of Wheat, Sugar Beet, and Maize

(2010) K Richter et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Enhancing the utility of daily GCM rainfall for crop yield prediction

(2010) Amor V. M. Ines et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

Snow water equivalent prediction using Bayesian data assimilation methods

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

Estimating irrigation use and effects on maize yield during the 2003 heatwave in France☆

(2009) Marijn van der Velde et al.   AGRICULTURE ECOSYSTEMS & ENVIRONMENT

Multi-metric evaluation of the models WARM, CropSyst, and WOFOST for rice

(2009) Roberto Confalonieri et al.   ECOLOGICAL MODELLING

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

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

A dual-pass variational data assimilation framework for estimating soil moisture profiles from AMSR-E microwave brightness temperature

(2009) Xiangjun Tian et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Effects of sample density on the assimilation performance of an explicit four-dimensional variational data assimilation method

(2009) XiangJun Tian et al.   Science in China. Series D, Earth sciences / Chinese Academy of Sciences

Joint assimilation of surface soil moisture and LAI observations into a land surface model

(2008) Joaquín Muñoz Sabater et al.   AGRICULTURAL AND FOREST METEOROLOGY

Evaluation of CERES-Wheat and CropSyst models for water–nitrogen interactions in wheat crop

(2008) Anil Kumar Singh et al.   AGRICULTURAL WATER MANAGEMENT

Monitoring winter wheat growth in North China by combining a crop model and remote sensing data

(2008) Ma Yuping et al.   International Journal of Applied Earth Observation and Geoinformation

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

An ensemble-based explicit four-dimensional variational assimilation method

(2008) Xiangjun Tian et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Obstacles to High-Dimensional Particle Filtering

(2008) Chris Snyder et al.   MONTHLY WEATHER REVIEW

Inversion of a radiative transfer model for estimating vegetation LAI and chlorophyll in a heterogeneous grassland

(2008) Roshanak Darvishzadeh 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