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Reviewing the information diffusion in the probabilistic space, in this paper, we proposed the information diffusion on the geospatial space. With the help of background data as the medium, we can use the suggested method to supplement incomplete data to make it complete. The information diffusion in the probability space is an unconstrained diffusion, while the information diffusion on the geospatial space is a restricted diffusion. This paper takes the need of earthquake risk analysis as an example to demonstrate how to use the method to fill in missing historical earthquake loss records with the help of building quality, population, and GDP.

Information Diffusion on Geographical Space and its Application in Risk Analysis