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

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

(2019) Deepak Upreti et al.   Remote Sensing

A review of data assimilation of remote sensing and crop models

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

Capability of Sentinel-2 data for estimating maximum evapotranspiration and irrigation requirements for tomato crop in Central Italy

(2018) Silvia Vanino et al.   REMOTE SENSING OF ENVIRONMENT

Estimating crop yield using a satellite-based light use efficiency model

(2016) Wenping Yuan et al.   ECOLOGICAL INDICATORS

Estimating maize biomass and yield over large areas using high spatial and temporal resolution Sentinel-2 like remote sensing data

(2016) Marjorie Battude et al.   REMOTE SENSING OF ENVIRONMENT

Data Service Platform for Sentinel-2 Surface Reflectance and Value-Added Products: System Use and Examples

(2016) Francesco Vuolo et al.   Remote Sensing

Enhanced biomass prediction by assimilating satellite data into a crop growth model

(2014) Miriam Machwitz et al.   ENVIRONMENTAL MODELLING & SOFTWARE

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

Integrating remotely sensed leaf area index and leaf nitrogen accumulation with RiceGrow model based on particle swarm optimization algorithm for rice grain yield assessment

(2014) Hang Wang et al.   Journal of Applied Remote Sensing

Pan-European crop modelling with EPIC: Implementation, up-scaling and regional crop yield validation

(2013) Juraj Balkovič et al.   AGRICULTURAL SYSTEMS

Assimilating Remotely Sensed Information with the WheatGrow Model Based on the Ensemble Square Root Filter forImproving Regional Wheat Yield Forecasts

(2013) Yan Huang et al.   PLANT PRODUCTION SCIENCE

Advances in Remote Sensing of Agriculture: Context Description, Existing Operational Monitoring Systems and Major Information Needs

(2013) Clement Atzberger   Remote Sensing

Using Low Resolution Satellite Imagery for Yield Prediction and Yield Anomaly Detection

(2013) Felix Rembold et al.   Remote Sensing

Estimation of Leaf Area Index Using DEIMOS-1 Data: Application and Transferability of a Semi-Empirical Relationship between two Agricultural Areas

(2013) Francesco Vuolo et al.   Remote Sensing

Impacts of climate change and alternative adaptation options on winter wheat yield and water productivity in a dry climate in Central Europe

(2012) S. THALER et al.   JOURNAL OF AGRICULTURAL SCIENCE

Derivation of biophysical variables from Earth observation data: validation and statistical measures

(2012) Katja Richter et al.   Journal of Applied Remote Sensing

Closing yield gaps through nutrient and water management

(2012) Nathaniel D. Mueller et al.   NATURE

Methodologies and Uncertainties in the Use of the Terrestrial Chlorophyll Index for the Sentinel-3 Mission

(2012) Francesco Vuolo et al.   Remote Sensing

Experimental assessment of the Sentinel-2 band setting for RTM-based LAI retrieval of sugar beet and maize

(2011) K. Richter et al.   CANADIAN 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

Validation of biophysical models: issues and methodologies. A review

(2009) Gianni Bellocchi et al.   Agronomy for Sustainable Development

The early explanatory power of NDVI in crop yield modelling

(2008) Lenny Wall et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

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

Empirical regression models using NDVI, rainfall and temperature data for the early prediction of wheat grain yields in Morocco

(2007) Riad Balaghi et al.   International Journal of Applied Earth Observation and Geoinformation

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

Seasonal variations of leaf area index of agricultural fields retrieved from Landsat data

(2007) M.C. González-Sanpedro et al.   REMOTE SENSING OF ENVIRONMENT