New Approaches for the Assimilation of LAI Measurements into a Crop Model Ensemble to Improve Wheat Biomass Estimations

How Do Methods Assimilating Sentinel-2-Derived LAI Combined with Two Different Sources of Soil Input Data Affect the Crop Model-Based Estimation of Wheat Biomass at Sub-Field Level?

(2020) Andreas Tewes et al.   Remote Sensing

Assimilating Remote Sensing Phenological Information into the WOFOST Model for Rice Growth Simulation

(2019) Gaoxiang Zhou et al.   Remote Sensing

Assimilation of Sentinel-2 Leaf Area Index Data into a Physically-Based Crop Growth Model for Yield Estimation

(2019) Francesco Novelli et al.   Agronomy-Basel

Predicting wheat productivity: Integrating time series of vegetation indices into crop modeling via sequential assimilation

(2019) Caili Guo et al.   AGRICULTURAL AND FOREST METEOROLOGY

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

(2019) Haizhu Pan et al.   SENSORS

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

(2019) Wen Zhuo et al.   Remote Sensing

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

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

Estimation of maize yield by assimilating biomass and canopy cover derived from hyperspectral data into the AquaCrop model

(2019) Xiuliang Jin et al.   AGRICULTURAL WATER MANAGEMENT

Estimating bamboo forest aboveground biomass using EnKF-assimilated MODIS LAI spatiotemporal data and machine learning algorithms

(2018) Xuejian Li et al.   AGRICULTURAL AND FOREST METEOROLOGY

Improving crop yield estimation by assimilating LAI and inputting satellite-based surface incoming solar radiation into SWAP model

(2018) Ali Mokhtari et al.   AGRICULTURAL AND FOREST METEOROLOGY

A review of data assimilation of remote sensing and crop models

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

Towards Remote Estimation of Radiation Use Efficiency in Maize Using UAV-Based Low-Cost Camera Imagery

(2018) Andreas Tewes et al.   Agronomy-Basel

Improving regional winter wheat yield estimation through assimilation of phenology and leaf area index from remote sensing data

(2018) Yi Chen et al.   EUROPEAN JOURNAL OF AGRONOMY

Including root architecture in a crop model improves predictions of spring wheat grain yield and above-ground biomass under water limitations

(2018) Cho Miltin Mboh et al.   JOURNAL OF AGRONOMY AND CROP SCIENCE

Improvement of sugarcane crop simulation by SWAP-WOFOST model via data assimilation

(2018) Shun Hu et al.   FIELD CROPS RESEARCH

Effects of input data aggregation on simulated crop yields in temperate and Mediterranean climates

(2018) Ganga Ram Maharjan et al.   EUROPEAN JOURNAL OF AGRONOMY

Downscaling rice yield simulation at sub-field scale using remotely sensed LAI data

(2018) Carlo Gilardelli et al.   EUROPEAN JOURNAL OF AGRONOMY

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

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

Winter wheat yield estimation based on multi-source medium resolution optical and radar imaging data and the AquaCrop model using the particle swarm optimization algorithm

(2017) Xiuliang Jin et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Estimating Wheat Yield in China at the Field and District Scale from the Assimilation of Satellite Data into the Aquacrop and Simple Algorithm for Yield (SAFY) Models

(2017) Paolo Silvestro et al.   Remote Sensing

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

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

Spatial sampling of weather data for regional crop yield simulations

(2016) Lenny G.J. van Bussel et al.   AGRICULTURAL AND FOREST METEOROLOGY

Dry matter partitioning and canopy traits in wheat and barley under varying N supply

(2016) Klaus Sieling et al.   EUROPEAN JOURNAL OF AGRONOMY

Modelling the impact of heat stress on maize yield formation

(2016) C. Gabaldón-Leal et al.   FIELD CROPS RESEARCH

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

Impact of Spatial Soil and Climate Input Data Aggregation on Regional Yield Simulations

(2016) Holger Hoffmann et al.   PLoS One

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

Variability of effects of spatial climate data aggregation on regional yield simulation by crop models

(2015) H Hoffmann et al.   CLIMATE RESEARCH

Effect of weather data aggregation on regional crop simulation for different crops, production conditions, and response variables

(2015) G Zhao et al.   CLIMATE RESEARCH

Climate change impacts on European crop yields: Do we need to consider nitrogen limitation?

(2015) Heidi Webber et al.   EUROPEAN JOURNAL OF AGRONOMY

Impact of data resolution on heat and drought stress simulated for winter wheat in Germany

(2015) E. Eyshi Rezaei et al.   EUROPEAN JOURNAL OF AGRONOMY

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

Coupling a sugarcane crop model with the remotely sensed time series of fIPAR to optimise the yield estimation

(2014) Julien Morel et al.   EUROPEAN JOURNAL OF AGRONOMY

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

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

(2014) Zhiwei Jiang et al.   Remote Sensing

Modeling biopore effects on root growth and biomass production on soils with pronounced sub-soil clay accumulation

(2013) Thomas Gaiser et al.   ECOLOGICAL MODELLING

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

Parameter identification of the STICS crop model, using an accelerated formal MCMC approach

(2013) B. Dumont et al.   ENVIRONMENTAL MODELLING & SOFTWARE

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

Leaf transmittance measurements can improve predictions of the nitrogen status for winter wheat crop

(2008) Cédric Naud et al.   FIELD CROPS RESEARCH

Soil heterogeneity at the field scale: a challenge for precision crop protection

(2008) Stefan Patzold et al.   PRECISION AGRICULTURE