This invention discloses a method for constructing a parameterized model of marine meteorological
heat flux under the marine droplet effect. This invention relates to the field of marine meteorological numerical forecasting technology. It integrates localized multi-
source data preprocessing, subdivides marine droplets by particle size and establishes heat exchange correlations, models
wind speed intervals, and constructs a
heat flux equation with multiple correction terms. Through localized calibration, multi-
scenario verification, and dynamic optimization, the computational adaptability is improved. The advantages of this invention are: by subdividing marine droplets by particle size and establishing their heat exchange characteristics with
wind speed and
wave period, it constructs a droplet
generation rate model with
sea ice adjustment terms specifically for
wind speed intervals. Simultaneously, it incorporates localized measured
data calibration and a quarterly dynamic optimization mechanism, solving the shortcomings of traditional
heat flux parameterized models that do not fully consider droplet particle size differences, dynamic changes in
sea state, and the influence of mid-to-
high latitude sea ice, leading to large calculation deviations in complex weather scenarios.