This technology represents interdisciplinary research and development results, combining monitoring information to construct a multi-scale digital twin for disaster prevention. The techniques include cloud information retrieval of satellite remote sensing, machine learning for predicting of nighttime cloud conditions, and the construction of 3D volumetric cloud renderi
ng. These components are integrated into the application of web and allowed for widespread dissemination.