A data-Driven method for improving the correlation estimation in serial ensemble kalman filters

Keyphrases

• Ensemble Kalman Filter (EnKF) 100%
• Data-driven Methods 100%
• Correlation Estimation 100%
• Linear Regression 50%
• Historical Data 50%
• Ensemble Size 50%
• Data Assimilation 50%
• State Space 50%
• Regression Problem 50%
• Lorenz-96 Model 50%
• Online Training 50%
• Linear Map 50%
• Correlation Statistics 50%
• Training Procedure 50%

Earth and Planetary Sciences

• Kalman Filter 100%
• Data Assimilation 50%

Mathematics

• Training Procedure 50%