Abstract Rapid urbanization has greatly altered nitrogen (N) cycling from regional to global scales. Compared to natural forests, urban forests receive much more external N inputs with distinctive abundances of stable N isotope ( δ 15 N). However, the large‐scale pattern of soil δ 15 N and its imprint on plant δ 15 N remain less well understood in urban forests. By collecting topsoil (0–20 cm) and leaf samples from urban forest patches in nine large cities across a north–south transect in eastern China, we analyzed the latitudinal trends of topsoil C:N ratio and δ 15 N as well as the correlations between tree leaf δ 15 N and topsoil δ 15 N. We further explored the spatial variation of topsoil δ 15 N explained by corresponding climatic, edaphic, vegetation‐associated, and anthropogenic drivers. Our results showed a significant increase of topsoil C:N ratio towards higher latitudes, suggesting lower N availability at higher latitudes. Topsoil δ 15 N also increased significantly at higher latitudes, being opposite to the latitudinal trend of soil N availability. The latitudinal trend of topsoil δ 15 N was mainly explained by mean annual temperature, mean annual precipitation, and atmospheric deposition of both ammonium and nitrate. Consequently, tree leaf δ 15 N showed significant positive correlations with topsoil δ 15 N across all sampled plant species and functional types. Our findings reveal a distinctive latitudinal trend of δ 15 N in urban forests and highlight an important role of anthropogenic N sources in shaping the large‐scale pattern of urban forest 15 N signature.