Zhang, Y., Wang, X., Ye, Y., Wang, L., Zhang, Y., Song, J., Liu, G., Yao, S. (2026). Exploring the impact of urban vitality on carbon emission mechanisms using multi-source data. Scientific Reports. https://doi.org/10.1038/s41598-025-29624-9