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

The Ensemble Kalman Filter: theoretical formulation and practical implementation

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Computing, Systems Engineering, Forecasting +10

A simple method for reconstructing a high-quality NDVI time-series data set based on the Savitzky–Golay filter

Jin Chen, Per Jönsson, Masayuki Tamura et al. · Remote Sensing of Environment · 2004 · 2.3K citations

Natural Sciences, Earth Sciences, Time Series Analysis +5

Crop model data assimilation with the Ensemble Kalman filter for improving regional crop yield forecasts

Allard de Wit, C.A. van Diepen · Agricultural and Forest Meteorology · 2007 · 337 citations

Agriculture, Agronomy, Crop Sciences +16

Assimilation of leaf area index derived from ASAR and MERIS data into CERES-Wheat model to map wheat yield

Laura Dente, Giuseppe Satalino, Francesco Mattia et al. · Remote Sensing of Environment · 2007 · 308 citations

Agriculture, Agronomy, Plant Sciences +17

Assimilating remote sensing data into a crop model to improve predictive performance for spatial applications

Marie Launay, Martine Guérif · Agriculture Ecosystems & Environment · 2005 · 251 citations

Agriculture, Agronomy, Crop Sciences +16