The invention discloses a
plateau rainfall fusion method and a
plateau rainfall
fusion system based on multi-source meteorological
collaboration, and relates to the technical field of
plateau rainfall fusion methods, and the method comprises the steps: obtaining a multi-source rainfall product, a meteorological covariable and high-resolution
digital elevation model data, carrying out the time-space alignment and normalization
processing of the multi-source rainfall product and the meteorological covariable, and obtaining the high-resolution
digital elevation model data; forming a multi-source meteorological
data set; based on physical variables in the multi-source meteorological
data set, constructing four physical process links of
water vapor transportation,
terrain uplift,
convection triggering and cloud microphysics, generating attention weight vectors through sub attention branches corresponding to the links, obtaining a causal attention weight matrix after weighted fusion, and performing weighted fusion on multi-source rainfall products to obtain a multi-source rainfall
data set; generating a causal fusion feature map;
wavelet decomposition is carried out on the causal fusion feature map and meteorological variables, large-scale components and small-scale components are separated out, and meanwhile the
terrain uplift rate and the included angle between the
wind direction and the slope direction are calculated according to the
digital elevation model data and the
wind field components.