Araştırma Makalesi

Global Evolution and Research Trends of the SWAT Model (1994–2024): A Comprehensive Bibliometric Analysis

Cilt: 9 Sayı: 5 15 Eylül 2026
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Global Evolution and Research Trends of the SWAT Model (1994–2024): A Comprehensive Bibliometric Analysis

Öz

The Soil and Water Assessment Tool (SWAT) is a widely utilized hydrological model applied extensively in watershed studies worldwide. This research clarifies academic trends, evolutionary processes, and research gaps in SWAT-related studies through a bibliometric analysis of scientific literature. Publications on the SWAT model from 1994 to 2024 were retrieved from the Web of Science (WOS) database. Analysis of 6,965 WOS-indexed publications reveals a substantial increase in publication volume over the past decade. The journals Water, Journal of Hydrology, and Science of the Total Environment published the highest number of articles. Moriasi et al. (2007) and Arnold et al. (1998) are among the most frequently cited works. The United States and China lead in both publication output and citation counts, with Texas A&M University, the USDA, and the Chinese Academy of Sciences identified as major contributing institutions. Keyword co-occurrence and time series analyses demonstrate a thematic transition in SWAT research, shifting from initial focuses on water quality and sediment transport to contemporary topics such as climate change, uncertainty analysis, and land-use change. This bibliometric study systematically delineates the historical development and current scientific trends in SWAT model research, identifies research gaps, and offers insights for future investigations. Consequently, the study serves as a valuable resource for academic and professional stakeholders engaged in environmental modeling and in the development of water management policies.

Anahtar Kelimeler

Etik Beyan

Ethics committee approval was not required for this study because of there was no study on animals or humans.

Kaynakça

  1. Abbas, S. A., Xuan, Y., & Bailey, R. T. (2022). Assessing climate change impact on water resources in water demand scenarios using SWAT-MODFLOW-WEAP. Hydrology, 9(10), Article 164. https://doi.org/10.3390/hydrology9100164
  2. Abbaspour, K. C., Rouholahnejad, E., Vaghefi, S., Srinivasan, R., Yang, H., & Klove, B. (2015). A continental-scale hydrology and water quality model for Europe: Calibration and uncertainty of a high-resolution large-scale SWAT model. Journal of Hydrology.524,733-752. http://dx.doi.org/10.1016/j.jhydrol.2015.03.027
  3. Abbaspour, K. C., Yang, J., Maximov, I., Siber, R., Bogner, K., Mieleitner, J., Zobrist, J., & Srinivasan, R. (2007). Modelling hydrology and water quality in the pre-alpine/alpine Thur watershed using SWAT. Journal of Hydrology. 333, 413-430. doi:10.1016/j.jhydrol.2006.09.014
  4. Acar, R., Akbas, E., Koycegiz, C., & Esit, M. (2025). Rainfall trends in the transboundary Euphrates-Tigris River Basin. Environmental Earth Sciences, 84, Article 473. https://doi.org/10.1007/s12665-025-12480-1
  5. Akbas, E., Acar, R., Esit, M., & Koycegiz, C. (2026). An investigation of the variability of short-term drought with SPEI-based severity, duration and magnitude parameters in a transboundary basin. Pure and Applied Geophysics, 183, 821–839. https://doi.org/10.1007/s00024-025-03893-x
  6. Akoko, G., Le, T. H., Gomi, T., & Kato, T. (2021). A review of SWAT model application in Africa. Water, 13(9), Article 1313. https://doi.org/10.3390/w13091313
  7. Aloui, S., Mazzoni, A., Elomri, A., Aouissi, J., Boufekane, A., & Zghibi, A. (2023). A review of Soil and Water Assessment Tool (SWAT) studies of Mediterranean catchments: Applications, feasibility, and future directions. Journal of Environmental Management, 326(Part B), Article 116799. https://doi.org/10.1016/j.jenvman.2022.116799
  8. Aria, M., & Cuccurullo, C. (2017). bibliometrix: An R-tool for comprehensive science mapping analysis. Journal of Informetrics, 11(4), 959–975. https://doi.org/10.1016/j.joi.2017.08.007

Ayrıntılar

Birincil Dil

İngilizce

Konular

Su Kaynakları Mühendisliği

Bölüm

Araştırma Makalesi

Yayımlanma Tarihi

15 Eylül 2026

Gönderilme Tarihi

1 Haziran 2026

Kabul Tarihi

5 Ağustos 2026

Yayımlandığı Sayı

Yıl 2026 Cilt: 9 Sayı: 5

Kaynak Göster

APA
Karakoyun, E. (2026). Global Evolution and Research Trends of the SWAT Model (1994–2024): A Comprehensive Bibliometric Analysis. Black Sea Journal of Engineering and Science, 9(5), 2317-2336. https://doi.org/10.34248/bsengineering.1961953
AMA
1.Karakoyun E. Global Evolution and Research Trends of the SWAT Model (1994–2024): A Comprehensive Bibliometric Analysis. BSJ Eng. Sci. 2026;9(5):2317-2336. doi:10.34248/bsengineering.1961953
Chicago
Karakoyun, Erkan. 2026. “Global Evolution and Research Trends of the SWAT Model (1994–2024): A Comprehensive Bibliometric Analysis”. Black Sea Journal of Engineering and Science 9 (5): 2317-36. https://doi.org/10.34248/bsengineering.1961953.
EndNote
Karakoyun E (01 Eylül 2026) Global Evolution and Research Trends of the SWAT Model (1994–2024): A Comprehensive Bibliometric Analysis. Black Sea Journal of Engineering and Science 9 5 2317–2336.
IEEE
[1]E. Karakoyun, “Global Evolution and Research Trends of the SWAT Model (1994–2024): A Comprehensive Bibliometric Analysis”, BSJ Eng. Sci., c. 9, sy 5, ss. 2317–2336, Eyl. 2026, doi: 10.34248/bsengineering.1961953.
ISNAD
Karakoyun, Erkan. “Global Evolution and Research Trends of the SWAT Model (1994–2024): A Comprehensive Bibliometric Analysis”. Black Sea Journal of Engineering and Science 9/5 (01 Eylül 2026): 2317-2336. https://doi.org/10.34248/bsengineering.1961953.
JAMA
1.Karakoyun E. Global Evolution and Research Trends of the SWAT Model (1994–2024): A Comprehensive Bibliometric Analysis. BSJ Eng. Sci. 2026;9:2317–2336.
MLA
Karakoyun, Erkan. “Global Evolution and Research Trends of the SWAT Model (1994–2024): A Comprehensive Bibliometric Analysis”. Black Sea Journal of Engineering and Science, c. 9, sy 5, Eylül 2026, ss. 2317-36, doi:10.34248/bsengineering.1961953.
Vancouver
1.Erkan Karakoyun. Global Evolution and Research Trends of the SWAT Model (1994–2024): A Comprehensive Bibliometric Analysis. BSJ Eng. Sci. 01 Eylül 2026;9(5):2317-36. doi:10.34248/bsengineering.1961953