Multi-Algorithm Integration Algorithm of Surface Component Temperature Based on Bayesian Model Averaging Method
A Bayesian model and multi-algorithm technology, applied in calculations, complex mathematical operations, computer components, etc., to achieve high-precision results
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[0034] The present invention will be described in further detail below with reference to the accompanying drawings and specific embodiments.
[0035] like figure 1 The shown multi-algorithm ensemble algorithm for surface component temperature based on the Bayesian model averaging method includes the following steps:
[0036] I. Integrate the surface composition temperature inversion method into a unified framework, that is, according to the advantages and disadvantages of different algorithms, select the composition temperature inversion algorithm with strong representativeness and complementary relationship M={M i};
[0037] Remote sensing observation data includes visible light observation, thermal infrared observation, cloud mask, surface water vapor products, etc. The present invention mainly uses data from visible light observation, thermal infrared observation, cloud mask, and surface water vapor products.
[0038] II. Perform surface temperature inversion based on spl...
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