Convective turbulent dust emission (CTDE) is a new dust emission mechanism that thermal convective turbulent directly entrains dust particles into the atmosphere. Due to frequent occurrence, the long-term contribution of CTDE cannot be ignored. In the light of the previous research, the mechanism and influencing factors of CTDE are summarized, the parameterization schemes of CTDE are introduced, and the similarities and differences between CTDE and saltation-bombardment and/or aggregation-disintegration dust emission as well as dust devil are compared in terms of occurrence condition and dust emission flux. Finally this paper provides a reference for studying on CTDE and gives suggestions on field observation and improvement of parameterization for CTDE, including measuring CTDE events in potentially active areas, comparing the characteristics of CTDE between different dust sources, and building further correction functions of soil moisture and vegetation cover to improve the model performance.