Nitrogen oxides (NOx) are key precursors of tropospheric ozone and particulate matter. The sparse local observations make it challenging to understand NOx cycling across the Tibetan Plateau (TP), which plays a crucial role in regional and global atmospheric processes. Here, we utilized Geostationary Environment Monitoring Spectrometer (GEMS) data to examine the tropospheric NO2 vertical column density (ΩNO2) spatiotemporal variability over TP, a pristine environment marked with natural sources. GEMS observations revealed that the ΩNO2 over TP is generally low compared with surrounding regions with significant surface emissions, such as India and the Sichuan basin. A spatial decreasing trend of ΩNO2 is observed from the south and center to the north over Tibet. Unlike the surrounding regions, the TP exhibits opposing seasonal patterns and a negative correlation between the surface NO2 and ΩNO2. In the Lhasa and Nam Co areas within Xizang, the highest ΩNO2 in spring contrasts with the lowest surface concentration. Diurnally, a midday increase in ΩNO2 in the warm season reflects some external sources affecting the remote area. Trajectory analysis suggests strong convection lifted air mass from India and Southeast Asia into the upper troposphere over the TP. These findings highlight the mixing interplay of nonlocal and local NOx sources in shaping NO2 variability in a high-altitude environment. Future research should explore these transport mechanisms and their implications for atmospheric chemistry and climate dynamics over the TP.