Semantically enhanced topic modeling for small-wetland research: Publication lists (Version 2)

This dataset provides publication lists used in the application and evaluation of a semantically enhanced topic-modeling framework for small-wetland research. The lists include the potentially relevant pool of 8,147 journal articles indexed in Web of Science (1971–2024), the domain-relevant corpus obtained after initial screening (1,066 publications), and the final corpus at model convergence (1,909 publications). Additional framework outputs and associated analyses are documented in Supporting Information B of the accompanying manuscript. Detailed methods and results are described in the following manuscript: Chen, W., Feng, Y., He, J., Lotz, T., Yuan, H., Chen, M., & He, B. (2026). A semantically enhanced topic modeling framework for characterizing small-wetland research themes across diverse scholarly terminologies. Manuscript under consideration.