Modeling Thermal Plume Dispersion and Its Relationship with Plankton Community Structure in Lombok Coastal Waters

Dietriech Geoffrey Bengen (1) , Nyoman Metta N Natih (1) , Asha Aulia Zahara (1) , I Wayan Nurjaya (1)
(1) IPB University, Indonesia, Indonesia

Abstract

Coastal power plants discharge high-temperature cooling water that forms thermal plumes, potentially imposing thermal stress on marine ecosystems and altering sensitive biological indicators such as plankton. This study aimed to analyze the spatial dispersion of thermal plumes and examine their relationship with plankton community structure in the coastal waters of Lombok. Secondary environmental monitoring data collected in May 2025 were integrated with two-dimensional numerical modeling using MIKE 21 to simulate hydrodynamic circulation and thermal transport. Plankton community structure was evaluated using the Shannon–Wiener diversity, evenness, and Simpson dominance indices, while relationships between environmental variables and plankton metrics were assessed using Spearman rank correlation and correspondence analysis. The simulations indicated that tidal currents, surface winds, and hydrodynamic circulation primarily controlled the spatial distribution of the thermal plume. Under different tidal conditions, the 30.0–30.5 °C temperature class dominated the affected area, covering approximately 62.21–66.06 Km², whereas higher temperature zones remained localized near the discharge outlet. Plankton communities exhibited moderate diversity (H' = 1.93–2.21), high evenness (0.86–0.96), and low dominance (0.12–0.17). Water temperature showed no significant relationship with plankton diversity but was strongly correlated with evenness. These findings suggest that plankton community structure was influenced by the combined effects of temperature, nutrient availability, and local hydrodynamic conditions rather than temperature alone. This study provides insight into the ecological response of plankton communities to thermal plume dispersion and supports environmentally sustainable management of coastal power plant cooling-water discharges.

Full text article

Generated from XML file

References

Ashfania, G. A., Haryanto, I., & Salman, H. A. (2021). Optimisasi dimensi kanal outfall air pendingin PLTU dengan memperhatikan dampak lingkungan pada air laut. ROTASI, 23(3), 16–25. https://doi.org/10.14710/rotasi.23.3.16-25

Beng, K. C., Cerbin, S., Monaghan, M. T., & Wolinska, J. (2025). Long-term changes to plankton communities in artificially heated lakes. Limnology and Oceanography, 70(12), 3029–3042. https://doi.org/10.1002/lno.70192

Bengen, D. G., & Boer, M. (2023). Metode pengambilan contoh dan analisis data biofisik sumberdaya perikanan dan kelautan. IPB Press.

Boyce, D. G., Lewis, M. R., & Worm, B. (2010). Global phytoplankton decline over the past century. Nature, 466(7307), 591–596. https://doi.org/10.1038/nature09268

Boyd, C. E. (2019). Water quality: An introduction (3rd ed.). Springer. https://doi.org/10.1007/978-3-030-23335-8

Breitbarth, E., Oschlies, A., & LaRoche, J. (2007). Physiological constraints on the global distribution of Trichodesmium—Effect of temperature on diazotrophy. Biogeosciences, 4(1), 53–61. https://doi.org/10.5194/bg-4-53-2007

Choi, K. H., Kim, Y. O., Lee, J. B., Wang, S. Y., Lee, M. W., Lee, P. G., Ahn, D. S., Hong, J. S., & Soh, H. Y. (2012). Thermal plume impacts of a coal power plant on the plankton in an open coastal water environment. Journal of Marine Science and Technology, 20(2), Article 11. https://doi.org/10.51400/2709-6998.1837

Claquin, P., Probert, I., Lefebvre, S., & Veron, B. (2008). Effects of temperature on photosynthetic parameters and TEP production in eight species of marine microalgae. Aquatic Microbial Ecology, 51, 1–11. https://doi.org/10.3354/ame01187

Cloern, J. E. (2001). Our evolving conceptual model of the coastal eutrophication problem. Marine Ecology Progress Series, 210, 223–253. https://doi.org/10.3354/meps210223

Deabes, E. A. M. (2020). The impact of thermal power stations on coastline and benthic fauna: Case study of El-Burullus power plant in Egypt. Results in Engineering, 7, Article 100128. https://doi.org/10.1016/j.rineng.2020.100128

Environment and Climate Change Canada. (2019). Environmental effects assessment of freshwater thermal plume discharge. Government of Canada.

Fadilah. (2021). Analisis faktor hidro-oseanografi terhadap kerusakan pantai Kecamatan Pondok Kelapa Kabupaten Bengkulu Tengah dan penentuan konsep penanganannya. CV Jakad Media Publishing.

Feng, L., Chen, B., Hayat, T., Alsaedi, A., & Ahmad, B. (2015). Modeling the influence of thermal plume discharge under wind on algae. Physics and Chemistry of the Earth, Parts A/B/C, 79–82, 108–114. https://doi.org/10.1016/j.pce.2014.12.003

Fikri MY, Atmadipoera AS, Nurjaya IW. 2020. Thermal dispersion model of cooling water discharges from industrial activities of steam power plants (PLTU) on the north coast of Paiton, East Java. IOP Conference Series: Earth and Environmental Science. 429:012022. https://doi.org/10.1088/1755-1315/429/1/012022

Hafid, H. (2015). Pengaruh sebaran suhu air pendingin PLTU Jeneponto terhadap komunitas plankton. Jurnal Agrokompleks, 4(9), 97–99.

Hu, S., Zhang, C., Liu, Q., Li, T., Huang, H., & Liu, S. (2023). Short-term responses of phytoplankton size-fractionated structure and photosynthetic physiology to thermal plume effluent in a subtropical coastal bay. Frontiers in Marine Science, 10, Article 1102686. https://doi.org/10.3389/fmars.2023.1102686

Hyun, B., Choi, K.-H., Jang, P.-G., Jang, M.-C., Lee, W.-J., Moon, C.-H., & Shin, K. (2014). Effects of increased CO₂ and temperature on the growth of four diatom species (Chaetoceros debilis, Chaetoceros didymus, Skeletonema costatum and Thalassiosira nordenskioeldii) in laboratory experiments. Journal of Environmental Science International, 23(6), 1003–1012. https://doi.org/10.5322/JESI.2014.23.6.1003

Jiang, R., & Wang, Y. S. (2020). Modeling the ecosystem response of the semi-closed Daya Bay to the thermal plume discharge from two nearby nuclear power plants. Ecotoxicology, 29(6), 736–750. https://doi.org/10.1007/s10646-020-02229-w

Jiang, X., Zhu, W., Zhang, Y., Xu, Q., & Dong, X. (2025). Changes and factors of thermal plume discharge from 2013 to 2023: A case study of the Tianwan nuclear power plant. Ecological Indicators, 170, Article 112986. https://doi.org/10.1016/j.ecolind.2024.112986

Kementerian Lingkungan Hidup. (2004). Keputusan Menteri Negara Lingkungan Hidup Nomor 51 Tahun 2004 tentang Baku Mutu Air Laut. Kementerian Lingkungan Hidup Republik Indonesia.

Kementerian Lingkungan Hidup. (2009). Peraturan Menteri Negara Lingkungan Hidup Nomor 8 Tahun 2009 tentang Baku Mutu Air Limbah bagi Usaha dan/atau Kegiatan Pembangkit Listrik Tenaga Termal. Kementerian Lingkungan Hidup Republik Indonesia.

Kibria, G. (2024). Consequences of increased temperature on the abundances of epilithic cyanobacteria and macroalgae in the Baltic Sea. Discover Environment, 2(1), Article 42. https://doi.org/10.1007/s44274-024-00063-z

Leng, Q., Mohamat-Yusuff, F., Mohamed, K. N., Zainordin, N. S., & Hassan, M. Z. (2024). Impacts of thermal plume and cold discharge from power plants on marine benthos and its mitigation measures: A systematic review. Frontiers in Marine Science, 11, Article 1465289. https://doi.org/10.3389/fmars.2024.1465289

Lin, Y., Cao, H., Liu, M., Qi, F., Zhang, S., & Xu, J. (2025). The influence of power plant thermal plume discharge on the biogeochemical environment of Daya Bay during high primary productivity seasons. Marine Pollution Bulletin, 211, Article 117408. https://doi.org/10.1016/j.marpolbul.2024.117408

Magurran, A. E. (2021). Measuring biological diversity. Current Biology, 31(19), R1174–R1177. https://doi.org/10.1016/j.cub.2021.07.049

Majdi, N., Uthoff, J., Traunspurger, W., Laffaille, P., & Maire, A. (2020). Effect of water warming on the structure of biofilm-dwelling communities: A mesocosm study. Ecological Indicators, 117, Article 106622. https://doi.org/10.1016/j.ecolind.2020.106622

Muthulakshmi, A. L., Natesan, U., Ferrer, V. A., Deepthi, K., Venugopalan, V. P., & Narasimhan, S. V. (2019). Impact assessment of nuclear power plant discharge on zooplankton abundance and distribution in coastal waters of Kalpakkam, India. Ecological Processes, 8(1), Article 22. https://doi.org/10.1186/s13717-019-0173-9

Nashaat, M. R., Merhoon, K. A., Salman, S. K., Abbas, E. K., & Ali, E. H. (2019). Impact of Al Rasheed Power Plant effluents on phytoplankton biodiversity in Tigris River, southern Baghdad. Journal of Physics: Conference Series, 1234(1), Article 012064. https://doi.org/10.1088/1742-6596/1234/1/012064

Paerl, H. W., Hall, N. S., & Calandrino, E. S. (2011). Controlling harmful cyanobacterial blooms in a world experiencing anthropogenic and climatic-induced change. Science of The Total Environment, 409(10), 1739–1745. https://doi.org/10.1016/j.scitotenv.2011.02.001

Panalaran, S., Prasetyawan, I. B., & Saputro, S. (2012). Kajian penyebaran termal outlet air pendingin power plant PT Newmont Nusa Tenggara di perairan Teluk Benete. Journal of Oceanography, 1(1), 93–101.

Patova, E., Shabalina, J., Sivkov, M., & Barinova, S. (2023). Screening of phytoplankton dynamics assessing reservoir ecosystem health under thermal plume pollution from an electrical power plant in the Pechora River Basin. Water, 15(1), Article 71. https://doi.org/10.3390/w15010071

Pemerintah Republik Indonesia. (2021). Peraturan Pemerintah Nomor 22 Tahun 2021 tentang Penyelenggaraan Perlindungan dan Pengelolaan Lingkungan Hidup. Pemerintah Republik Indonesia.

Pintubatu, K. L., Widada, S., Marwoto, J., & Satriadi, A. (2020). Studi pola sebaran suhu permukaan laut akibat air bahang Pembangkit Listrik Tenaga Uap (PLTU) Paiton Probolinggo Jawa Timur. Indonesian Journal of Oceanography, 2(2), 1–9. https://doi.org/10.14710/ijoce.v2i2.7554

Ren, L., Lu, Z., Xia, X., Peng, Y., Gong, S., Song, X., Jeppesen, E., Han, B., & Wu, Q. L. (2022). Metagenomics reveals bacterioplankton community adaptation to long-term thermal plume pollution through the strategy of functional regulation in a subtropical bay. Water Research, 216, Article 118298. https://doi.org/10.1016/j.watres.2022.118298

Reynolds, C. S. (2009). The ecology of phytoplankton. Cambridge University Press. https://doi.org/10.1017/CBO9780511542145

Rustandi, A. V., & Pandapotan, O. M. (2018). Urgensi peraturan khusus mengenai baku mutu pembuangan air limbah PLTU batubara ke laut. Indonesian Center for Environmental Law.

Safnowandi, S. (2024). Identifikasi jenis zooplankton di sepanjang perairan Sungai Jangkok Kota Mataram. Biocaster: Jurnal Kajian Biologi, 4(2), 63–71. https://doi.org/10.36312/biocaster.v4i2.255

Smith, V. H., & Schindler, D. W. (2009). Eutrophication science: Where do we go from here? Trends in Ecology & Evolution, 24(4), 201–207. https://doi.org/10.1016/j.tree.2008.11.009

Sprintall, J., Gordon, A. L., Koch-Larrouy, A., Tong, L., Potemra, J. T., Pujiana, K., & Wijffels, S. E. (2014). The Indonesian seas and their role in the coupled ocean–climate system. Nature Geoscience, 7(7), 487–492. https://doi.org/10.1038/ngeo2188

Stewart, R. H. (2008). Introduction to physical oceanography. Texas A&M University.

Subardjo, P., Ario, R., & Handoyo, G. (2016). Pola pesebaran limbah air panas PLTU di kolam Pelabuhan Tambak Lorok Semarang. Jurnal Kelautan Tropis, 19(1), 48–54. https://doi.org/10.14710/jkt.v19i1.599

Talley, L. D., Pickard, G. L., Emery, W. J., & Swift, J. H. (2011). Descriptive physical oceanography: An introduction (6th ed.). Elsevier.

Tao, Z., Wang, J., Wang, Y., Jin, X., Shuo, W., Li, C., & Sun, S. (2026). Interannual variation in zooplankton communities around a nuclear power plant and their relationships with thermal plume effluent in summer. Marine Environmental Research, 213, Article 107609. https://doi.org/10.1016/j.marenvres.2025.107609

Utama, M. B. P., Handoyo, G., Setiyono, H., Ismunarti, D. H., & Suryoputro, A. A. D. (2020). Analisa sebaran suhu permukaan laut berdasarkan citra Landsat-8 TIRS di sekitar outfall PLTU Tarahan Lampung Selatan. Indonesian Journal of Oceanography, 2(1), 1–8. https://doi.org/10.14710/ijoce.v2i1.6756

Wang, X., Su, X., Wang, L., Wang, X., Meng, Q., & Xu, J. (2025). Quantifying thermal plume discharges from nuclear power plants: A remote sensing analysis of environmental function zones. Applied Sciences, 15(2), Article 738. https://doi.org/10.3390/app15020738

Wang, Y., Chen, X., Lin, Y., Zhang, S., Chang, L., Tang, X., Xiang, P., & Lin, H. (2022). Potential risk from and prevention of phytoplankton outbreaks in blocking the cooling water system in a nuclear power plant on the Southeast China coast. Frontiers in Marine Science, 9, Article 1034876. https://doi.org/10.3389/fmars.2022.1034876

Wibowo, M., & Asvaliantina, V. (2018). Kajian dispersi panas akibat air limbah PLTU Kuala Tungkal. Jurnal Teknologi Lingkungan, 19(1), 1–8. https://doi.org/10.29122/jtl.v19i1.2163

World Bank Group. (2007). Environmental, health, and safety guidelines: Wastewater and ambient water quality. International Finance Corporation.

Xu, D., Wang, H., Han, D., Chen, A., & Niu, Y. (2021). Phytoplankton community structural reshaping as response to the thermal effect of cooling water discharged from power plant. Environmental Pollution, 285, 117517. https://doi.org/10.1016/j.envpol.2021.117517

Authors

Dietriech Geoffrey Bengen
Nyoman Metta N Natih
Asha Aulia Zahara
asha2801zahara@apps.ipb.ac.id (Primary Contact)
I Wayan Nurjaya
Author Biographies

Dietriech Geoffrey Bengen, IPB University, Indonesia

Department of Marine Science and Technology, Faculty of Fishery and Marine Science, IPB University, Indonesia

Nyoman Metta N Natih, IPB University, Indonesia

Department of Marine Science and Technology, Faculty of Fishery and Marine Science, IPB University, Indonesia

Asha Aulia Zahara, IPB University, Indonesia

Postgraduate Student in the Department of Marine Science and Technology, Faculty of Fisheries and Marine Sciences, IPB University

I Wayan Nurjaya, IPB University, Indonesia

Department of Marine Science and Technology, Faculty of Fishery and Marine Science, IPB University, Indonesia

Modeling Thermal Plume Dispersion and Its Relationship with Plankton Community Structure in Lombok Coastal Waters. (2026). Jurnal Ilmu Dan Teknologi Kelautan Tropis, 18(2). https://doi.org/10.29244/jitkt.18.2.72607

Article Details

How to Cite

Modeling Thermal Plume Dispersion and Its Relationship with Plankton Community Structure in Lombok Coastal Waters. (2026). Jurnal Ilmu Dan Teknologi Kelautan Tropis, 18(2). https://doi.org/10.29244/jitkt.18.2.72607
No Related Submission Found