An LSTM based Kalman Filter for Spatio-temporal Ocean Currents Assimilation
Author:
Affiliation:
1. Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, US
2. Skidaway Institute of Oceanography, Department of Marine Sciences, University of Georgia, Savannah, GA, US
Funder
Office of Naval Research
National Science Foundation
U.S. Naval Research Laboratory
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3366486.3366522
Reference26 articles.
1. Sequential Data Assimilation Techniques in Oceanography
2. Mapping tropical Pacific sea level: Data assimilation via a reduced state space Kalman filter
3. The HYCOM (HYbrid Coordinate Ocean Model) data assimilative system
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5. Weak and strong constraint data assimilation in the inverse Regional Ocean Modeling System (ROMS): Development and application for a baroclinic coastal upwelling system
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