Estimation of eutrophication in Paldang Reservoir using trophic state index deviation

Authors

  • Gueeda Kim Hanyang University, Department of Environmental Science, 507 Natural Science Building Hanyang University, 222, Wangsimni-ro, Seongdong-gu, Seoul, 04763, Seoul, South Korea
  • Seunghye Park Hanyang University, Department of Life Science, 507 Natural Science Building Hanyang University, 222, Wangsimni-ro, Seongdong-gu, Seoul, 04763, Seoul, South Korea
  • EonSeon Jin Hanyang University, Department of Life Science, 507 Natural Science Building Hanyang University, 222, Wangsimni-ro, Seongdong-gu, Seoul, 04763, Seoul, South Korea

DOI:

https://doi.org/10.24425/jwld.2025.156044

Abstract

Carlson’s trophic state index (TSI) evaluates trophic status using transparency (expressed as Sechhi depth - SD), chlorophyll-a (Chl), and total phosphorus (TP), while the trophic state index deviation (TSID) plot graphically integrates their variations. This study applied TSI and TSID to assess eutrophication dynamics in South Korea’s Paldang Reservoir using monthly data (2018-2022) from five sites influenced by the South Han River, the North Han River, and Gyeongan Stream. Values of TSI indicated mesotrophic to eutrophic conditions, with the shallow, Gyeongan Stream-affected site (P5) showing persistent eutrophy (TSI(Chl) = 54-67). Spatial patterns reflected tributary influence: P4 and P5 exhibited TSI(Chl) ≈ TSI(SD) > TSI(TP), suggesting algal-driven light attenuation under phosphorus limitation, while the South Han River sites (P1, P3) often had TSI(SD) > TSI(Chl) due to particulate inflows after rainfall. Plots of TSID confirmed phosphorus-limited conditions (TN:TP > 17) but revealed strong seasonal variability in Chl and SD. Summer monsoons increased TP and reduced N:P ratios, with riverine sites showing biomass suppression and lacustrine sites remaining stable. Prolonged rainfall in 2021 caused exceptional biomass fluctuations at riverine sites, including temporary oligotrophy at P1. Compared to TP alone, the TSID approach more effectively captured hydrological-biological interpretations, suggesting that controlling phosphorus load alone may not be sufficient to mitigate eutrophication. Although high-flow events temporarily reduced cyanobacterial abundance, winter cyanobacterial presence has risen, suggesting climate-driven shifts in bloom dynamics. Continuous, site-specific TSID monitoring can enhance understanding of eutrophication processes and support adaptive management of large multipurpose reservoirs under changing hydrological regimes.

References

Capua, F.D. et al. (2016) “Phosphorous removal and recovery from urban wastewater: Current practices and new directions,” Science of The Total Environment, 823, 153750. Available at: https://doi.org/10.1016/j.scitotenv.2022.153750.

Carlson, R.E. (1977) “A trophic state index for lakes,” Limnology and Oceanography, 22, pp. 361–369. Available at: https://doi.org/10.4319/lo.1977.22.2.0361.

Carlson, R.E. and Havens, K.E. (2005) “Simple graphical methods for the interpretation of relationships between trophic state variables,” Lake and Reservoir Management, 21, pp. 107–118. Available at: https://doi.org/10.1080/07438140509354418.

Cho, Y. et al. (2023) “Comprehensive water quality assessment using Korean water quality indices and multivariate statistical techniques for sustainable water management of the Paldang Reservoir, South Korea,” Water, 15, 509. Available at: https://doi.org/10.3390/w15030509.

Havens, K.E. (2000) “Using trophic state index (TSI) values to draw inferences regarding phytoplankton limiting factors and seston composition from routine water quality monitoring data,” Korean Journal of Limnology, 33, pp. 187–196. Available at: https://koreascience.kr/article/JAKO200018317175937.pdf (Accessed: September 21, 2023).

Hu, M. et al. (2024) “A dataset of trophic state index for nation-scale lakes in China from 40-year Landsat observations,” Scientific Data, 11, 659. Available at: https://doi.org/10.1038/s41597-024-03506-7.

IPCC (2022) “Terrestrial and freshwater ecosystems and their services,” in H.-O. Pörtner et al. (eds.) Climate change 2022 – Impacts, adaptation and vulnerability: Working Group II Contribution to the sixth assessment report of the Intergovernmental Panel on Climate Change. Cambridge, UK and New York, NY, USA: Cambridge University Press; 2023, pp. 197–378. Available at: https://www.ipcc.ch/report/ar6/wg2/chapter/chapter-2/ (Accessed: May 10, 2025).

Jargal, N., Lee, E. and An, K. (2022) “Monsoon-induced response of algal chlorophyll to trophic state, light availability, and morphometry in 293 temperate reservoirs,” Journal of Environmental Management, 337, 117737. Available at: https://doi.org/10.1016/j.jenvman.2023.117737.

Kaphle, C et al. (2025) “Hydrochemical assessment and water quality evaluation of Syarpu Lake, Nepal: Implications for Sustainable Management,” International Journal of Environmental Science and Development, 16, pp. 214–224. Available at: https://doi.org/10.18178/ ijesd.2025.16.3.1528.

KEI (2006) Research and development on comprehensive evaluation method for water environment. Sejong: Korea Environment Institute. Available at: https://www.kei.re.kr/elibList.es?mid=a10101010000&elibName=researchreport&class_id=&act=view&c_id=725020 (Accessed: May 10, 2025). [In Korean].

Kim, B. et al. (1989) “A comparative study of the eutrophication in reservoirs of the Han River,” Korean Journal of Limnology, 21, pp. 151–163. [In Korean].

Kim, S. and Kim, H. (2021) “Assessment of trophic responses of a reservoir to environmental changes using TSI deviation,” Water, 13, 2117. Available at: https://doi.org/10.3390/w13152117.

Kim, B. and Kong, D. (2019) “Examination of the applicability of TOC to Korean Trophic State Index (TSIKO),” Journal of Korean Society on Water Environment, 35, pp. 271–277. Available at: https://doi.org/10.15681/KSWE.2019.35.3.271. [In Korean].

Kim, Y-J. et al. (2016) “Cyanobacteria community and growth potential test in sediment of Lake Paldang,” Journal of Korean Society on Water Environment, 32, pp. 261–270. Available at: https://doi.org/10.15681/KSWE.2016.32.3.261. [In Korean].

KMA (2022) KMA Weather Data Service – Open MET Data Portal. Seoul: Korean Meteorological Administration. Available at: https://data.kma.go.kr/resources/html/en/aowdp.html (Accessed: December 18, 2023).

Lee, J. et al. (2010) “The nitrogen behavior and budget in Lake Paldang,” Journal of Korean Society on Water Environment, 26, pp. 71–80. Available at: https://koreascience.kr/article/JAKO201007742976455.pdf (Accessed: May 10, 2025). [In Korean].

Li, Q. et al. (2021) “Spatio-temporal dynamics of water quality and eutrophication in Lake Taihu, China,” Ecohydrology, 14, e2291. Available at: https://doi.org/10.1002/eco.2291.

Lin, L. et al. (2022) “Eutrophication factor analysis using Carlson trophic state index (CTSI) towards non-algal impact reservoirs in Taiwan,” Sustainable Environment Research, 32, 25. Available at: https://doi.org/10.1186/s42834-022-00134-x.

Moon, Y. et al. (2021) “Inter-annual and seasonal variations of water quality and trophic status of a reservoir with fluctuating monsoon precipitation,” International Journal of Environmental Research and Public Health, 18, 8499. Available at: https://doi.org/10.3390/ijerph18168499.

Mamun, M., Atique, U. and An, K. (2021) “Assessment of water quality based on trophic status and nutritients-chlorophyll empirical models of different elevation reservoirs,” Water, 13, 3640. Available at: https://doi.org/10.3390/w13243640.

Mamun, M., Kim, Y. and An, K. (2020) “Trophic responses of the Asian reservoir to long-term seasonal and interannual dynamic monsoon,” Water, 12, 2066. Available at: https://doi.org/10.3390/w12072066.

Nazari-Sharabian, M., Ahmed, S. and Karakouzian, M. (2018) “Climate change and eutrophication: A short review,” Engineering, Technology and Applied Science Research, 8, 3668. Available at: https://doi.org/10.48084/etasr.2392.

Nędzarek, A. and Budzyński, M. (2024) “Trophic status of Lake Niesłysz (Poland) and related factors,” Water, 16, 1736. Available at: https://doi.org/10.3390/w16121736.

NIER (2012) A study on basic plan in order to introduce regulatory TOC standard. Incheon: National Institute of Environmental Research. [In Korean].

NIER (2022) Water Environment Information System. Sejong Special Self-Governing City: Ministry of Environment of Korea. Available at: https://water.nier.go.kr/web/waterMeasure?pMENU_NO=571 (Accessed: December 18, 2023). [In Korean].

Park, H-Y. et al. (2011) “Survey of physicochemical methods and economic analysis of domestic wastewater treatment plant for advanced treatment of phosphorus removal,” Journal of Korean Society of Environmental Engineers, 33, pp. 212–221. Available at: https://doi.org/10.4491/KSEE.2011.33.3.212. [In Korean].

Saluja, R. and Garg, J. (2017) “Trophic state assessment of Bhindawas lake, Haryana, India,” Environmental Monitoring and Assessment, 189, pp. 1–15. Available at: https://doi.org/10.1007/s10661-016-5735-z.

Saturday, A. et al. (2023) “Spatial and temporal variations of trophic state conditions of Lake Bunyonyi, south-western Uganda,” Applied Water Science, 13, 7. Available at: https://doi.org/10.1007/s13201-022-01816-y.

Schindler, D.W. et al. (2016) “Reducing phosphorus to curb lake Eutrophication is a success,” Environmental Science and Technology, 50, pp. 8923–8929. Available at: https://doi.org/10.1021/acs.est.6b02204.

Zhang, F. et al. (2023) “Utility of trophic state index in lakes and reservoirs in the Chinese Eastern Plains ecoregion: The key role of water depth,” Ecological Indicators, 148, 110029. Available at: https://doi.org/10.1016/j.ecolind.2023.110029.

Downloads

Published

2025-12-30

How to Cite

Kim, Gueeda, et al. “Estimation of Eutrophication in Paldang Reservoir Using Trophic State Index Deviation”. Journal of Water and Land Development, vol. 67, no. 67, Dec. 2025, pp. 110-9, doi:10.24425/jwld.2025.156044.

Issue

Section

Articles

Similar Articles

<< < 1 2 3 4 5 6 7 8 9 10 > >> 

You may also start an advanced similarity search for this article.