skip to main content

Penilaian Potensi Resiliensi Relatif Terumbu Karang di Perairan Sekitar Pembangkit Listrik Tenaga Uap (PLTU) Paiton, Kabupaten Probolinggo

1Magister Ilmu Lingkungan, Sekolah Pascasarjana, Universitas Gadjah Mada, Yogyakarta 55281, Indonesia, Indonesia

21. Coastal and Watershed Research Group, Faculty of Geography, Universitas Gadjah Mada, Yogyakarta 55281, Indonesia, Indonesia

32. Guangxi Key Laboratory of Hidden Metallic Ore Deposits Exploration, College of Earth Sciences, Guilin University of Technology, Guilin 541004, China, Indonesia

Received: 4 Jan 2026; Revised: 22 Aug 2026; Accepted: 23 Aug 2026; Available online: 30 Aug 2026; Published: 1 Sep 2026.
Editor(s): Budi Warsito

Citation Format:
Abstract
Penelitian ini menilai potensi resiliensi relatif terumbu karang di perairan sekitar PLTU Paiton, Kabupaten Probolinggo berdasarkan data lapangan pada hari survei di empat stasiun: Mercusuar (MR), Water Intake (WI), Water Discharge Timur (WDT), dan Water Discharge Barat (WDB). Sebanyak 12 indikator biotik–abiotik dikumpulkan menggunakan Underwater Photo Transect (70 m), Underwater Visual Census (70 m), Belt Transect (70 m), serta pengukuran suhu permukaan. Indikator yang didapatkan kemudian dilakukan indeks komposit untuk membandingkan nilai resiliensi relatif antar stasiun dengan pembobotan yang sama. Hasil menunjukkan MR memiliki resiliensi relatif tertinggi (Final = 1,000; kategori medium-high) yang ditopang fungsi herbivori kuat; diikuti WI (0,926; medium–high) didukung tutupan karang dan proporsi karang resisten yang tinggi. Stasiun discharge lebih rendah, terutama WDT (0,315; low) dan WDB (0,741; medium–low), ditandai pelemahan herbivori dan tekanan gangguan/kompetisi yang lebih besar. Perbedaan suhu menunjukkan stasiun discharge lebih hangat daripada stasiun kontrol. Studi ini memberikan nilai yang merupakan perbandingan internal antar stasiun, sehingga tidak menginterpretasikan kategori mutu ekologis secara absolut. Hasil ini memberikan gambaran awal mengenai indikator yang dapat menjadi prioritas untuk pemantauan resiliensi terumbu karang di sekitar PLTU Paiton.
Keywords: potensi resiliensi relatif; stres termal; fungsi herbivori; gangguan kesehatan dan kompetisi; PLTU Paiton

Article Metrics:

  1. Astuti, L. (2021). Deteksi Coral Reef Bleaching Menggunakan Citra Satelit Multisensor Resolusi Menengah di Perairan PLTU Paiton, Probolinggo. Universitas Brawijaya. Skripsi
  2. Bachtiar, I., Damar, A., Zamani, N. P., & kunci, K. (2011). Assessing Ecological Resilience of Eastern Indonesian Coral Reefs. Journal of Indonesia Coral Reefs, 1(2), 91–98
  3. Bellwood, D. R., Hughes, T. P., & Nystrom, M. (2004). Confronting the coral reef crisis. Nature, 429(June), 827–833. https://doi.org/10.1007/978-3-540-25937-4_9
  4. Burhanuddin, A., Omar, S. B. A., & Zainuddin, E. N. (2025). Population structure and growth patterns of Diadema setosum ( Echinodermata : Diadematidae ) in the coastal ecosystems of Buru Island , Maluku , Indonesia. 26(6), 2936–2945. https://doi.org/10.13057/biodiv/d260636
  5. Burke, S., Pottier, P., Lagisz, M., Macartney, E. L., Ainsworth, T., Drobniak, S. M., & Nakagawa, S. (2023). The impact of rising temperatures on the prevalence of coral diseases and its predictability : A global meta- ­ analysis. January, 1466–1481. https://doi.org/10.1111/ele.14266
  6. Chambers, J. C., Allen, C. R., & Cushman, S. A. (2020). Editorial: Operationalizing the Concepts of Resilience and Resistance for Managing Ecosystems and Species at Risk. Frontiers in Ecology and Evolution, 8(168), 1–4. https://doi.org/10.3389/fevo.2020.00168
  7. Chung, A. E., Wedding, L. M., Green, A. L., Friedlander, A. M., Goldberg, G., Meadows, A., & Hixon, M. A. (2019). Building Coral reef resilience through spatial herbivore management. Frontiers in Marine Science, 6(98), 1–12. https://doi.org/10.3389/fmars.2019.00098
  8. Clements, C. S., & Hay, M. E. (2023). Disentangling the impacts of macroalgae on corals via effects on their microbiomes. Frontiers in Ecology and Evolution, 11(June), 1–9. https://doi.org/10.3389/fevo.2023.1083341
  9. Dakos, V., & Kéfi, S. (2022). Ecological resilience: What to measure and how. Environmental Research Letters, 17(4). https://doi.org/10.1088/1748-9326/ac5767
  10. Dang, V. D. H., Cheung, P. Y., Fong, C. L., Mulla, A. J., Shiu, J. H., Lin, C. H., & Nozawa, Y. (2020). Sea Urchins Play an Increasingly Important Role for Coral Resilience Across Reefs in Taiwan. Frontiers in Marine Science, 7(December), 1–8. https://doi.org/10.3389/fmars.2020.581945
  11. Darling, E. S., McClanahan, T. R., Maina, J., Gurney, G. G., Graham, N. A. J., Januchowski-Hartley, F., Cinner, J. E., Mora, C., Hicks, C. C., Maire, E., Puotinen, M., Skirving, W. J., Adjeroud, M., Ahmadia, G., Arthur, R., Bauman, A. G., Beger, M., Berumen, M. L., Bigot, L., … Mouillot, D. (2019). Social–environmental drivers inform strategic management of coral reefs in the Anthropocene. Nature Ecology and Evolution, 3(9), 1341–1350. https://doi.org/10.1038/s41559-019-0953-8
  12. Devantier, L., Turak, E., & Szava-kovats, R. (2020). Species Richness and Abundance of Reef-Building Corals in the Indo-West Pacific : The Local – Regional Relation Revisited. 7(July), 1–19. https://doi.org/10.3389/fmars.2020.00487
  13. Fabricius, K. E., Crossman, K., Jonker, M., Mongin, M., & Thompson, A. (2023). Macroalgal cover on coral reefs: Spatial and environmental predictors, and decadal trends in the Great Barrier Reef. PLoS ONE, 18(1), 1–21. https://doi.org/10.1371/journal.pone.0279699
  14. Fong, C. R., Smith, N., Catalan, E., Caraveo, B. A., Barber, P. H., & Fong, P. (2024). Herbivorous sea urchins (Echinometra mathaei ) support resilience on overfished and sedimented tropical reefs. Scientific Reports, 14, 1–9. https://doi.org/10.1038/s41598-024-52222-0
  15. Greene, A., Donahue, M. J., Caldwell, J. M., Heron, S. F., Geiger, E., & Raymundo, L. J. (2020). Coral Disease Time Series Highlight Size-Dependent Risk and Other Drivers of White Syndrome in a Multi-Species Model. 7(December), 1–16. https://doi.org/10.3389/fmars.2020.601469
  16. Hoey, A. S., Pratchett, M. S., & Cvitanovic, C. (2011). High Macroalgal Cover and Low Coral Recruitment Undermines the Potential Resilience of the World ’ s Southernmost Coral Reef Assemblages. PLoS ONE, 6(10), 1–9. https://doi.org/10.1371/journal.pone.0025824
  17. Hughes, T. P., Rodrigues, M. J., Bellwood, D. R., Ceccarelli, D., Hoegh-Guldberg, O., McCook, L., Moltschaniwskyj, N., Pratchett, M. S., Steneck, R. S., & Willis, B. (2007). Phase Shifts, Herbivory, and the Resilience of Coral Reefs to Climate Change. Current Biology, 17(4), 360–365. https://doi.org/10.1016/j.cub.2006.12.049
  18. Indra, Z. A. (2016). Prevalensi Penyakit Band Diseases pada Karang Bercabang di Perairan Pembangkit Listrik Tenaga Uap (PLTU) Paiton, Probolinggo. Institut Teknologi Sepuluh November. Skripsi
  19. IUCN. (2011). Coral Reef Resilience Assessment of the Bonaire National Marine Park, Netherlands Antilles. IUCN. http://data.iucn.org/dbtw-wpd/edocs/2011-008.pdf
  20. Jaelani, L. M., & Afifi, Z. (2016). Studi Pemetaan Pemutihan Terumbu Karang dengan Citra Resolusi Tinggi (Studi Kasus: Perairan PLTU Paiton, Probolinggo). Geoid, 11(2), 144. https://doi.org/10.12962/j24423998.v11i2.1258
  21. Jorissen, H., Galand, P. E., Bonnard, I., Meiling, S., Raviglione, D., Meistertzheim, A. L., Hédouin, L., Banaigs, B., Payri, C. E., & Nugues, M. M. (2021). Coral larval settlement preferences linked to crustose coralline algae with distinct chemical and microbial signatures. Scientific Reports, 1–11. https://doi.org/10.1038/s41598-021-94096-6
  22. Kleypas, J. A., McManus, J. W., & Menez, A. B. (1999). Environmental Limits to Coral Reef Development : Where Do We Draw the Line? American Zoology, 39(1), 146–159. https://www.jstor.org/stable/3884233
  23. Kristian, T. D. (2019). Pemodelan Sebaran Suhu Air Bahang dan Analisis Korelasi Suhu Perairan Terhadap Kelimpahan Fitoplankton di Perairan PLTU Paiton. Universitas Brawijaya. Skripsi
  24. Leng, Q., Mohamat-Yusuff, F., Mohamed, K. N., Zainordin, N. S., & Hassan, M. Z. (2024). Impacts of thermal and cold discharge from power plants on marine benthos and its mitigation measures: a systematic review. Frontiers in Marine Science, 11(December). https://doi.org/10.3389/fmars.2024.1465289
  25. Maynard, J. A., Marshall, P. A., Parker, B., Mcleod, E., Ahmadia, G., van Hooidonk, R., Planes, S., William, G. J., Raymundo, L., Beeden, R., & Tamelander, J. (2017). Coral Reef Resilience For decision support. UN Environment
  26. Maynard, J. A., Mckagan, S., Raymundo, L., Johnson, S., Ahmadia, G. N., Johnston, L., Houk, P., Williams, G. J., Kendall, M., Heron, S. F., Hooidonk, R. Van, Mcleod, E., Tracey, D., & Planes, S. (2015). Assessing relative resilience potential of coral reefs to inform management. BIOC, 192, 109–119. https://doi.org/10.1016/j.biocon.2015.09.001
  27. Maynard, J., & McLead, L. (2012). How to guide for conducting resilience assessment. In The Nature Conservancy
  28. McClanahan, T. R., Donner, S. D., Maynard, J. A., MacNeil, M. A., Graham, N. A. J., Maina, J., Baker, A. C., Alemu I., J. B., Beger, M., Campbell, S. J., Darling, E. S., Eakin, C. M., Heron, S. F., Jupiter, S. D., Lundquist, C. J., McLeod, E., Mumby, P. J., Paddack, M. J., Selig, E. R., & van Woesik, R. (2012). Prioritizing Key Resilience Indicators to Support Coral Reef Management in a Changing Climate. PLoS ONE, 7(8). https://doi.org/10.1371/journal.pone.0042884
  29. Mills, M. S., Schils, T., Olds, A. D., & Leon, J. X. (2023). Structural Complexity of Coral Reefs in Guam, Mariana Islands. Remote Sensing, 15(23), 1–15. https://doi.org/10.3390/rs15235558
  30. Moeller, M., Pawlowski, S., Petersen-Thiery, M., Miller, I. B., Nietzer, S., Heisel-Sure, Y., Kellermann, M. Y., & Schupp, P. J. (2021). Challenges in Current Coral Reef Protection – Possible Impacts of UV Filters Used in Sunscreens, a Critical Review. Frontiers in Marine Science, 8(665548), 1–16. https://doi.org/10.3389/fmars.2021.665548
  31. Muchlisin, C. (2015). Struktur Komunitas Ikan Karang Di Perairan Terdampak Air Bahang PLTU Paiton Probolinggo. Institut Teknologi Sepuluh November. Skripsi
  32. Muzaki, F., & Saptarini, D. (2012). Status of coral reefs before and after mass bleaching event 2010 in coastal water of PLTU Paiton. IBOC (International Biology Conference)
  33. Neilson, B. J., Wall, C. B., Mancini, F. T., & Gewecke, C. A. (2018). Herbivore biocontrol and manual removal successfully reduce invasive macroalgae on coral reefs. PeerJ, 2018(8), 1–27. https://doi.org/10.7717/peerj.5332
  34. Newport, C., Padget, O., & de Perera, T. B. (2021). High turbidity levels alter coral reef fish movement in a foraging task. Scientific Reports, 11(1), 1–10. https://doi.org/10.1038/s41598-021-84814-5
  35. O’Leary, J. K., Micheli, F., Airoldi, L., Boch, C., De Leo, G., Elahi, R., Ferretti, F., Graham, N. A. J., Litvin, S. Y., Low, N. H., Lummis, S., Nickols, K. J., & Wong, J. (2017). The resilience of marine ecosystems to climatic disturbances. BioScience, 67(3), 208–220. https://doi.org/10.1093/biosci/biw161
  36. Oli, A. P., Roeroe, K. A., Paruntu, C. P., Kusen, J. D., Indri, S., & Mandagi, S. V. (2022). Study Of Hard Coral (Scleractinia) Recruitment In The Molas Waters, Manado City. Jurnal Ilmiah Platax, 10(June). https://doi.org/10.35800/jip.v10i1.37489
  37. Pattiasina, T. F., Sartimbul, A., Herawati, E. Y., Krey, M., & Simatauw, F. F. (2020). Assessing functional diversity and biomass of herbivorous fish as resilience indicators of coral reef ecosystems in Doreri Bay , Manokwari Regency , Indonesia. AACL Bioflux, 13(3), 1522–1534
  38. Prasetya, Y. E., Hidayat, A. R. T., & Dinanti, D. (2019). Village Development Index of Probolinggo Coastal Villages Case study: Bhinor Village, Paiton District. IOP Conference Series: Earth and Environmental Science, 328(1). https://doi.org/10.1088/1755-1315/328/1/012056
  39. Riznawati, A. E. (2015). Prevalensi White Syndrome Pada Karang Masif di Perairan Pembangkit Listrik Tenaga Uap (PLTU) Paiton, Probolinggi. Institut Teknologi Sepuluh November. Skripsi
  40. Sheppard, C. E., Williams, G. J., Exton, D. A., & Keith, S. A. (2023). Co-occurrence of herbivorous fish functional groups correlates with enhanced coral reef benthic state. Global Ecology and Biogeography, 32(3), 435–449. https://doi.org/10.1111/geb.13638
  41. Williams, S. M. (2020). The control of algal abundance on coral reefs through the reintroduction of Diadema antillarum (Vol. 2020)

Last update:

No citation recorded.

Last update: 2026-09-05 03:49:35

No citation recorded.