Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
Results
Showing 1 to 3 of 3 for “"ensemble Kalman filtering"”.
-
Improving the temporal consistency of satellite-based contrail detections using ensemble Kalman filtering
… by post-processing the model’s outputs with an ensemble Kalman filter. We create a hand-labeled dataset of 73 contrails tracked over a 2-hour time series which we use to quantify performance. We find that by adding temporal correlations, we are able to recover 53.25% of contrail pixels on an …
-
Estimating post-disaster traffic conditions using real-time data streams
… given traffic sensor measurements using an ensemble Kalman filter. The proposed algorithm is tested through numerical experiments and the results show that integrating the seismic hazard and bridge fragility model with the traffic model and traffic sensor data improves the post-disaster …
-
A state-space approach to dynamic tomography
… characterization of the convergence of the ensemble Kalman filter, a new method for ensemble Kalman smoothing and theory regarding its convergence, the first four-dimensional reconstruction of electron density in the solar atmosphere, a new method for dynamic tomography called the …