Ecological diagnosis of Lake Batur (Bali, Indonesia) post-disturbance using multimetric phytoplankton indices
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Abstract. Suryani SAMP, Sudiarta IG, Darmadi NM, Edi DGS, Sudiarta IK, Pratama GAS, Janaguna IMA, Sugiana IP. 2025. Ecological diagnosis of Lake Batur (Bali, Indonesia) post-disturbance using multimetric phytoplankton indices. Biodiversitas 26: 4982-4990. Plankton communities are rapid responders to environmental change and serve as sensitive indicators of ecological stress in tropical volcanic lakes. In July 2025, Lake Batur (Bali, Indonesia) experienced a major fish mortality linked to hypolimnetic upwelling and nutrient enrichment from aquaculture. To assess post-disturbance conditions, we sampled three sites with varying aquaculture intensity—Seked (low), Buahan (moderate), and Trunyan (high, mortality epicenter)—one week after the event. Field measurements included temperature, pH, dissolved oxygen, conductivity, redox potential, nutrients, and sulfide, while phytoplankton analysis covered diversity (Shannon–Wiener), evenness (Pielou), dominance (Simpson), and saprobity (Dahuri). Results revealed clear spatial contrasts. Trunyan showed the strongest stress signals, with oxygen depletion, negative redox potential, and elevated ammonia, while Seked and Buahan displayed milder alterations. In total, 23 phytoplankton genera were identified, dominated by diatoms such as Ulnaria and Actinotaenium. Trunyan exhibited reduced richness, lower diversity (H’ = 1.84), and higher dominance (D = 0.27), indicating a shift toward opportunistic taxa. Saprobity values showed a gradient of organic pollution, increasing from Seked (1.5) to Trunyan (2.0), consistent with aquaculture intensity. These findings highlight the value of integrating multimetric plankton indices with physicochemical data to distinguish natural upwelling effects from anthropogenic nutrient loading. While diatom persistence suggests some resilience, recovery of sensitive taxa depends on reducing nutrient inputs and regulating aquaculture. This integrative framework offers a practical diagnostic tool for adaptive lake management and contributes to achieving clean water, climate action, and aquatic biodiversity goals.
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References
Akbarurrasyid M, Prajayati VTF, Katresna M, Sudinno D, Sofian A. 2023. Temporal diversity of plankton as a bioindicator of environmental quality in the vannamei shrimp (Litopenaeus vannamei) farming area. Journal Perikanan 13 (3): 783-795. DOI: 10.29303/jp.v13i3.621. [Indonesian]
American Public Health Association (APHA). 2017. Standard Methods for the Examination of Water and Wastewater. 23rd Edition. American Public Health Association, American Water Works Association, Water Environment Federation, Washington D.C.
Badan Standardisasi Nasional (BSN). 1996. SNI 06-4157-1996: Metode Pengujian Kadar Klorofil-A Fitoplankton dalam Air dengan Spektrofotometer. Badan Standardisasi Nasional, Jakarta. [Indonesian]
Baho DL, Drakare S, Johnson RK, Angeler DG. 2020. Phytoplankton size-and abundance-based resilience assessments reveal nutrient rather than water level effects. Sci Total Environ 746: 141110. DOI: 10.1016/j.scitotenv.2020.141110.
Casa DJ, Ferreira LC, Domingos P, Menezes M. 2020. Fish-killing diatom bloom in an urban recreational pond (Rio de Janeiro, Brazil): Taxonomic and ecological aspects. Oecologia Australis 24 (1): 174-186. DOI: 10.4257/oeco.2020.2401.13.
Claflin N, Steichen JL, Henrichs D, Quigg A. 2024. Impact of pulse disturbances on phytoplankton: How four storms of varying magnitude, duration, and timing altered community responses. Environments 11 (10): 218. DOI: 10.3390/environments11100218.
Dahuri R. 1995. Integrated management of coastal and marine resources. Pradnya Paramita, Jakarta. [Indonesia]
de Leon J, To PE, Salluta JCR. 2024. Identifying the mixing regime of Lake Taal, Batangas, Philippines: Implications of lake mixing and stratification to lake management article history. NRCP Res J 23 (1) : 26-39.
Fukushima T, Matsushita B, Subehi L, Setiawan F, Wibowo H. 2017. Will hypolimnetic waters become anoxic in all deep tropical lakes? Sci Rep 7: 45320. DOI: 10.1038/srep45320.
Fukushima T, Setiawan F, Subehi L, Fakhrudin M, Triwisesa E, Dianto A, Matsushita B. 2022. Convection of waters in Lakes Maninjau and Singkarak, tropical oligomictic lakes. Limnology 23 (2): 375-383. DOI: 10.1007/s10201-021-00686-8.
Glibert PM, Wilkerson FP, Dugdale RC, Raven JA, Dupont CL, Leavitt PR, Parker AE, Burkholder JM, Kana TM. 2016. Pluses and minuses of ammonium and nitrate uptake and assimilation by phytoplankton and implications for productivity and community composition. Limnol Oceanogr 61 (1): 165-197. DOI: 10.1002/lno.10203.
Gobler CJ. 2020. Climate change and harmful algal blooms: Insights and perspective. Harmful Algae 91: 101731. DOI: 10.1016/j.hal.2019.101731.
Hilaluddin F, Tan CK, Lim PT et al. 2020. Shifts in diatom dominance associated with seasonal environmental changes in a tropical estuary. J Mar Sci Eng 8 (7): 528. DOI: 10.3390/jmse8070528
Kumar PS, Gopal D, Jha DK, Ratnam K, Jayapal S, Pandey V, Srinivas V, Rathinam AJ. 2023. Impact of anthropogenic accumulation on phytoplankton community and harmful algal bloom in temporarily open/closed estuary. Sci Rep 13 (1): 23034. DOI: 10.1038/s41598-023-47779-1.
Kumar V, Singh DP. 2023. Diversity of plankton and seasonal variation of density in the Yamuna River in Auraiya District, Uttar Pradesh. J Res Appl Sci Biotechnol 2 (6): 274-281. DOI: 10.55544/jrasb.2.6.38.
Li J, Liu M, Tong L, Zhou Y, Kong L. 2024. Decomposition of waterside plants greatly affects the transformation and mobility of sedimentary antimony in water–sediment systems after emergency treatment: A microcosm study. J Hazard Mater 478: 135598. DOI: 10.1016/j.jhazmat.2024.135598.
Liu X, Xie N, Li J, Bai M, Sen B, Wang G. 2022. Potential contribution of coastal upwelling to carbon sink through interaction between cyanobacteria and microbial eukaryotes. Water 14 (19): 3097. DOI: 10.3390/w14193097.
Lusia A, Prayogo T, Zulaikha S, Widodo L, Garno YS. 2023. Perception of the farming community on benefits and environmental conditions of Lake Batur. Jurnal Teknologi Lingkungan 24 (2): 228-234. DOI: 10.55981/jtl.2023.994. [Indonesian]
Magurran AE. 2013. Measuring Biological Diversity. Wiley-Blackwell, Oxford, UK.
Meyer A, Prygiel E, Laplace-Treyture C. 2024. Performance of a multi-metric index based on phytoplankton to evaluate the ecological quality of French large rivers: The IPHYGE index. Ecol Indic 166: 112303. DOI: 10.1016/j.ecolind.2024.112303.
Nirasari KG, Arya IW, Suryani SAMP. 2018. Study of phytoplankton community structure in Lake Batur, Kintamani District, Bangli Regency, Bali Province. Gema Agro 23 (1): 104-107. DOI: 10.22225/ga.23.1.664.104-107. [Indonesian]
Odum EP. 1993. Fundamentals of Ecology. 5th Edition. W.B. Saunders Company, Philadelphia, USA.
Paerl HW, Otten TG. 2016. Duelling 'CyanoHABs': Unravelling the environmental drivers controlling dominance and succession among diazotrophic and non-diazotrophic cyanobacteria. Environ Microbiol 18 (2): 316-324. DOI: 10.1111/1462-2920.13035.
Park J, Jeong HJ, Yoo YD, Yoon EY. 2013. Mixotrophic dinoflagellate red tides in Korean waters: Distribution and ecophysiology. Harmful Algae 30: S28-S40. DOI: 10.1016/j.hal.2013.10.004.
Reynolds CS, Huszar V, Kruk C, Naselli-Flores L, Melo S. 2002. Towards a functional classification of the freshwater phytoplankton. J Plankton Res 24 (5): 417-428. DOI: 10.1093/plankt/24.5.417.
Reynolds CS. 2006. The Ecology of Phytoplankton. Cambridge University Press, Cambridge.
Sarmento H, Isumbisho M, Descy JP. 2009. Phytoplankton ecology of Lake Kivu (East Africa). SIL Proceedings 30 (5): 709-713. DOI: 10.1080/03680770.2009.11902221.
Sipayung RH, Wijayanti NPP, Dewi APWK. 2024. Plankton community structure in Lake Batur, Kintamani District, Bali Province. Ecothrophic 18 (2): 227-237. DOI: 10.24843/EJES.2024.v18.i02.p07. [Indonesian]
Sulawesty F, Satya A. 2013. Phytoplankton community structure and other related eutrophication indications in Lake Batur, Bali-Indonesia. Oseanol Limnol Indones 39 (2): 179-197.
Tekebayeva Z, Bazarkhankyzy A, Temirbekova A, Rakhymzhan Z, Kulzhanova K, Beisenova R, Kulagin A, Askarova N, Yevneyeva D, Temirkhanov A, Abzhalelov A. 2024. Ecological assessment of phytoplankton diversity and water quality to ensure the sustainability of the ecosystem in Lake Maybalyk, Astana, Kazakhstan. Sustainability 16 (22): 9628. DOI: 10.3390/su16229628.
Urrutia-Cordero P, Langenheder S, Striebel M, Eklöv P, Angeler DG, Bertilsson S, Csitári B, Hansson LA, Kelpsiene E, Laudon H, Lundgren M, Osman OA, Parkefelt L, Hillebrand H. 2021. Functionally reversible impacts of disturbances on lake food webs linked to spatial and seasonal dependencies. Ecology 102 (4): e03283. DOI: 10.1002/ecy.3283.
Visser PM, Verspagen JMH, Sandrini G, Stal LJ, Matthijs HCP, Davis TW, Paerl HW, Huisman J. 2016. How rising CO? and global warming may stimulate harmful cyanobacterial blooms. Harmful Algae 54: 145-159. DOI: 10.1016/j.hal.2015.12.006.
Wetzel RG. 2001. Limnology: Lake and River Ecosystems. 3rd ed. Academic Press, San Diego.
Winder M, Reuter JE, Schladow SG. 2008. Lake warming favours small-sized planktonic diatom species. Proc R Soc B Biol Sci 276 (1656): 427-435. DOI: 10.1098/rspb.2008.1200.