Efficient data assimilation for spatiotemporal chaos: A local ensemble transform Kalman filter

Mathematics

• Spatiotemporal Chaos 100%
• Data Assimilation 87%
• Kalman Filter 75%
• Ensemble 60%
• Forecast 54%
• Transform 44%
• Observation 30%
• Estimate 28%
• Ensemble Kalman Filter 26%
• Uncertainty 25%
• Kalman Filtering 21%
• Weather 21%
• Chaotic System 16%
• Bayesian Approach 15%
• Model 15%
• Initial conditions 12%
• Dynamical system 11%
• Numerical Results 10%

Physics & Astronomy

• assimilation 91%
• Kalman filters 79%
• chaos 56%
• forecasting 53%
• estimates 35%
• weather 19%
• dynamical systems 15%
• estimating 13%

Engineering & Materials Science

• Chaos theory 62%
• Kalman filters 56%
• Uncertainty 25%
• Chaotic systems 23%
• Dynamical systems 16%