In the context of convergence media，the field of meteorological science popularization is showing a trend towards interactivity and visualisation. Through case analysis，it has been found that interactive visualisation in meteorological science popularization communication exhibits characteristics such as intertwined narrative structures，multi-dimensional interaction among narrative subjects，flexible shifts in narrative perspectives，and multi-modal narrative discourse. To promote interactive and visualised dissemination of meteorological science popularisation，a multi-subject collaborative meteorological communication interactive model can be constructed in the future. This model should include dialogue mechanisms involving policymakers（including venues），science popularization creators，and diverse audiences，innovative cross-media communication models for meteorological scientific achievements，and develop a technical platform for concrete meteorological science popularisation scenarios.