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arXiv (Cornell University)
Multi-scale decomposition of sea surface height snapshots using machine learning
September 2024 • Jingwen Lyu, Yue Wang, Christian Pedersen, Spencer Jones, Dhruv Balwada
Knowledge of ocean circulation is important for understanding and predicting weather and climate, and managing the blue economy. This circulation can be estimated through Sea Surface Height (SSH) observations, but requires decomposing the SSH into contributions from balanced and unbalanced motions (BMs and UBMs). This decomposition is particularly pertinent for the novel SWOT satellite, which measures SSH at an unprecedented spatial resolution. Specifically, the requirement, and the goal of this work, is to decomp…
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