Abstract Timely, reliable and comprehensive global observation information is essential for space weather research. However, limited technology hinders the consecutive coverage of data. For integrity continuity data, deep learning can obtain a Ionospheric total electron content (TEC) map by fusing multi‐source TEC maps. Different from previous methods, in study, hybrid model (RFGAN) based on Du...