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?

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

(2020) Andreas Tewes et al.   Agronomy-Basel

A Comparison of Hybrid Machine Learning Algorithms for the Retrieval of Wheat Biophysical Variables from Sentinel-2

(2019) Deepak Upreti et al.   Remote Sensing

Multi-Crop Green LAI Estimation with a New Simple Sentinel-2 LAI Index (SeLI)

(2019) Nieves Pasqualotto et al.   SENSORS

Validation of the Sentinel Simplified Level 2 Product Prototype Processor (SL2P) for mapping cropland biophysical variables using Sentinel-2/MSI and Landsat-8/OLI data

(2019) Najib Djamai et al.   REMOTE SENSING OF ENVIRONMENT

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

Sentinel 2-Based Nitrogen VRT Fertilization in Wheat: Comparison between Traditional and Simple Precision Practices

(2019) Marco Vizzari 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

Retrieval of crop biophysical parameters from Sentinel-2 remote sensing imagery

(2019) Qiaoyun Xie et al.   International Journal of Applied Earth Observation and Geoinformation

A Precision Agriculture Approach for Durum Wheat Yield Assessment Using Remote Sensing Data and Yield Mapping

(2019) Piero Toscano et al.   Agronomy-Basel

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

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

Monitoring Glyphosate-Based Herbicide Treatment Using Sentinel-2 Time Series—A Proof-of-Principle

(2019) Pause et al.   Remote Sensing

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

A review of data assimilation of remote sensing and crop models

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

Large Differences in Global and Regional Total Soil Carbon Stock Estimates Based on SoilGrids, HWSD, and NCSCD: Intercomparison and Evaluation Based on Field Data From USA, England, Wales, and France

(2018) Marwa Tifafi et al.   GLOBAL BIOGEOCHEMICAL CYCLES

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

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

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

Using Sentinel-2 Data for Retrieving LAI and Leaf and Canopy Chlorophyll Content of a Potato Crop

(2017) Jan Clevers 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

SoilGrids250m: Global gridded soil information based on machine learning

(2017) Tomislav Hengl et al.   PLoS One

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

Mapping and validating predictions of soil bacterial biodiversity using European and national scale datasets

(2016) Robert I. Griffiths et al.   APPLIED SOIL ECOLOGY

Modelling the impact of heat stress on maize yield formation

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

National versus global modelling the 3D distribution of soil organic carbon in mainland France

(2016) V.L. Mulder et al.   GEODERMA

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

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

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

Optical remote sensing and the retrieval of terrestrial vegetation bio-geophysical properties – A review

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

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

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

Simulation of winter wheat yield and its variability in different climates of Europe: A comparison of eight crop growth models

(2011) Taru Palosuo et al.   EUROPEAN JOURNAL OF AGRONOMY

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

(2008) Stefan Patzold et al.   PRECISION AGRICULTURE