The accurate representation of the ionospheric electron density in 3-dimensions is a challenging problem because nature horizontal and vertical structures on both small large scales. This paper presents development global three-dimensional (3-D) reconstruction based radio occultation data during 2006–2019 neural networks. We demonstrate that developed model COSMIC dataset only capable reproduci...