The invention provides a polar region multi-source
remote sensing sea wave
significant wave height optimization interpolation fusion method and device, and belongs to the field of
remote sensing, and the method comprises the steps: carrying out the preprocessing of collected
sea ice marginal region and
open sea surface data; north-pole geometric
adaptation correction is carried out,
system deviation of multiple
satellite sensors is eliminated, and consistency and accuracy of data are ensured. Real-time
wave height forecast is used as a background field,
a weighting function is constructed in combination with a
satellite observation error
covariance matrix, dynamic background field fusion is carried out, and the precision and reliability of a data sparse region are improved; according to different characteristics of a
sea ice marginal region and an
open sea surface, different weights are set, a transition weight function is introduced, partition fusion is carried out, boundary discontinuity is avoided, and therefore the final fusion
wave height is obtained; the robustness of the fusion method is verified through K-fold
cross validation, and meanwhile precision
verification is conducted in combination with multi-dimensional data. According to the method, the problem of insufficient accuracy
verification spatial representativeness caused by rare
north pole in-situ observation quantity and concentrated distribution is solved.