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Showing 1 to 1 of 1 for “"Multi-fidelity data assimilation"”.

  1. Machine Learning for Improvement of Ocean Data Resolution for Weather Forecasting and Climatological Research

    … storms arise, thus needing robust in-situ ocean data plus atmospheric profiles to enable precise hurricane tracking and intensity forecasts. Examining satellite datasets reveals radio occultation (RO) provides the most accurate 5-25 km altitude atmospheric measurements. However, below 5 km …

    vt Repository record for Machine Learning for Improvement of Ocean Data Resolution for Weather Forecasting and Climatological Research (opens in a new tab)