Nutrient distribution mapping model of the Bera River basin in Saleh Bay, West Nusa Tenggara

Open Access

Issue		BIO Web Conf. Volume 220, 2026 The 6^th International Conference on Marine Sciences (ICMS 2025)


Article Number		06010
Number of page(s)		26
Section		Ocean Science and Climate Change
DOI		https://doi.org/10.1051/bioconf/202622006010
Published online		11 February 2026

I.N. Edrus, S. Arief, I.E. Setyawan, Kondisi kesehatan terumbu karang Teluk Saleh, Sumbawa. J. Penelit. Perikanan Indonesia. 16, 147 (2010). https://doi.org/10.15578/jppi.16.2.2010.147-161 [Google Scholar]
M. Ramdhan, R. Akhwady, T. Arifin, D. Purbani, Yulius, D.G. Pryambodo, R. Rahmania, O. Maftukhaturrizqoh, A. Asyiri, S. Hidayat, A. Ningsih, Sadad, Using neural networks for sustainable land use prediction in Sumbawa Regency, Indonesia Appl. Environ. Res. 46 (2024). https://doi.org/10.35762/AER.2024045 [Google Scholar]
R.P. Sari, N.R. Sunarti, A. Walid, Dampak dampak pencemaran Pantai Tapak Paderi Kota Bengkulu akibat sampah terhadap kelestarian laut di Indonesia. TIN: Terapan Inform. Nusantara. 1, 109 (2020) [Google Scholar]
C. Cahyana, Model sebaran radionuklida antropogenik di laut. J. Teknol. Pengelolaan Limbah. 15, 17 (2012) [Google Scholar]
S.R. Carpenter, Eutrophication of aquatic ecosystems: bistability and soil phosphorus, Proc. Natl. Acad. Sci. U.S.A. 102, 10002–10005 (2005). https://doi.org/10.1073/pnas.0503959102 [Google Scholar]
S.S. Chen, I.A. Kimirei, C. Yu, Q. Shen, Q. Gao, Assessment of urban river water pollution with urbanization in East Africa. Environ. Sci. Pollut. Res. 29, 40812 (2022). https://doi.org/10.1007/s11356-021-18082-1 [Google Scholar]
V.H. Smith, G.D. Tilman, J.C. Nekola, Eutrophication: impacts of excess nutrient inputs on freshwater, marine, and terrestrial ecosystems. Environ. Pollut. 100, 179 (1999). https://doi.org/10.1016/S0269-7491(99)00091-3 [Google Scholar]
A.R. Adhitia, Deskripsi umum, fenomena menarik dan rencana pengem-bangan di Teluk Saleh dan laut sekitarnya. JOANE. 1, 54 (2023). https://doi.org/10.56855/v1i3.820 [Google Scholar]
W.O. Risna, M.S. Safilu, M. Sirih, Analisis tingkat pencemaran perairan Teluk Kendari berdasarkan keanekaragaman gastropoda (Prosobranchia). J. Alumni Pendidik. Biol. 7, 92 (2022). https://doi.org/10.36709/ampibi.v7i2.24486 [Google Scholar]
A.R. Nugroho, R. Akhwady, D. Metakaryanto, F. Yahya, Studi model distribusi pencemaran di Pantai Utara Jawa Tengah menggunakan model MIKE 21 ECOLab. J. Sains Teknol. Lingkungan. 8, 89 (2016). https://doi.org/10.20885/jstl.vol8.iss2.art3 [Google Scholar]
A.M. Rahman, D. Purbani, S.B. Agus, T. Arifin, Y. Yulius, A. Putra, A. Heriati, J. Prihantono, R. Akhwady, A. Sufyan, E. Mustikasari, S.E. Purnamaningtyas, R. Rahmania, M. Ramdhan, A. Ningsih, S. Sadad, D.W.H. Tjahjo, Hydrodynamic modeling of pollutant distributions from the Bera watershed and its impact to the coastal area of Saleh Bay, West Nusa Tenggara, Indonesia. Geographia Technica. 20, 31 (2025). https://doi.org/10.21163/GT_2025.202.03 [Google Scholar]
R. Vaquer-Sunyer, C.M. Duarte, Thresholds of hypoxia for marine biodiversity. Proc. Natl. Acad. Sci. USA. 105, 15452 (2008). https://doi.org/10.1073/pnas.0803833105 [Google Scholar]
S.P. Seitzinger, J.A. Harrison, E. Dumont, A.H.W. Beusen, A.F. Bouwman, Sources and delivery of carbon, nitrogen, and phosphorus to the coastal zone: an overview of Global Nutrient Export from Watersheds (NEWS) models and their application. Global Biogeochem. Cycles. 19 (2006). https://doi.org/10.1029/2005GB002606 [Google Scholar]
A. Yulius, A. Heriati, E. Mustikasari, R.I. Zahara, Karakteristik pasang surut dan gelombang di perairan Teluk Saleh, Nusa Tenggara Barat. J. Segara. 13, 1 (2017), https://doi.org/10.15578/segara.v13i1.6423 [Google Scholar]
S. Pond, Introductory dynamical oceanography (Pergamon Press, Oxford, 1983). https://doi.org/10.1016/B978-0-08-057054-9.50007-9 [Google Scholar]
J. Prihantono, I.A. Fajrianto, Y.N. Kurniadi, Pemodelan hidrodinamika dan transpor sedimen di sekitar Tanjung Pontang, Kabupaten Serang – Banten. J. Kelaut. Nasional. 13, 75 (2018). https://doi.org/10.15578/jkn.v1i2.6614 [Google Scholar]
T. Chai, R.R. Draxler, Root mean square error (RMSE) or mean absolute error (MAE)? – Arguments against avoiding RMSE in the literature. Geosci. Model Dev. 7, 1247 (2014). https://doi.org/10.5194/gmd-7-1247-2014 [Google Scholar]
K.E. Taylor, Summarizing multiple aspects of model performance in a single diagram. J. Geophys. Res. Atmos. 106, 7183 (2001). https://doi.org/10.1029/2000JD900719 [NASA ADS] [CrossRef] [Google Scholar]
R.E. Thomson, W.J. Emery, Data analysis methods in physical oceanography (Elsevier, Waltham, 2014). https://doi.org/10.1016/B978-0-12-387782-6.00005-3 [Google Scholar]
A. Milasari, D.H. Ismunarti, E. Indrayanti, F. Muldiyatno, A. Ismanto, A. Rifai, Model arus permukaan Teluk Lampung pada musim peralihan ii dengan pendekatan hidrodinamika. Bul. Oseanogr. Mar. 10, 259 (2021). https://doi.org/10.14710/buloma.v10i3.38293 [Google Scholar]
D.N. Moriasi, J.G. Arnold, M.W. Van Liew, R.L. Bingner, R.D. Harmel, T.L. Veith, Model evaluation guidelines for systematic quatification of accuracy in watershed simulations. Trans. ASABE. 50, 885 (2007). https://doi.org/10.13031/2013.23153 [CrossRef] [Google Scholar]
J.W. Singh, H.V. Knapp, J.G. Arnold, M. Demissie, Hydrological modeling of the iroquois river watershed using HSPF and SWAT. JAWRA J. Am. Water Resour. Assoc. 41, 343 (2004). https://doi.org/10.1111/j.1752-1688.2005.tb03740.x [Google Scholar]
I.P. Medvedev, E.A. Kulikov, I.V. Fine, Numerical modelling of teh Caspian Sea tides. Ocean Sci. 16, 209–219 (2020). https://doi.org/10.5194/os-16-209-2020 [Google Scholar]
U.J. Wisha, I. Ilham, Velocity components of currents and transport mechanism in teh le Meulee Waters, Weh Island, Indonesia. J. Ilmu Teknol. Kelaut. Trop. 22, 93–102 (2019). https://doi.org/10.14710/jkt.v22i2.5779 [Google Scholar]
H. Effendi, Telaah kualitas air (Kanisius, Yogyakarta, 2003) [Google Scholar]
I.A. Soegianto, Ekologi perairan tawar (Airlangga Univ. Press, Surabaya, 2019 [Google Scholar]
S. Jubaedah, S.Y. Wulandari, M. Zainuri, L. Maslukah, D.H. Ismunarti, Studi Kandungan bahan organik di perairan muara Sungai Jajar, Kabupaten Demak, Jawa Tengah. Indones. J. Oceanogr. 3, 230 (2020). https://doi.org/10.14710/ijoce.v3i3.11442 [Google Scholar]
J.N. Galloway, J.D. Aber, J.W. Erisman, S.P. Seitzinger, R.W. Howarth, E.B. Cowling, B.J. Cosby, The nitrogen cascade. BioScience. 53, 341 (2003). https://doi.org/10.1641/0006-3568(2003)053[0341:TNC]2.0.CO;2 [Google Scholar]
R.W. Howarth, R. Marino, Nitrogen as the limiting nutrient for eutrophication in coastal marine ecosystems: Evolving views over three decades. Limnol. Oceanogr. 51, 364 (2006). https://doi.org/10.4319/lo.2006.51.1_part_2.0364 [Google Scholar]
C.R. Benitez-Nelson, The biogeochemical cycling of phosphorus in marine system. Earth-Sci. Rev. 51, 109 (2000). https://doi.org/10.1016/S0012-8252(00)00018-0 [Google Scholar]
J.J. Elser, M.E.S. Bracken, E.E. Cleland, D.S. Gruner, W.S. Harpole, H. Hillebrand, J.T. Ngai, E.W. Seabloom, J.B. Shurin, J.E. Smith, Global analysis of nitrogen and phosphorus limitation of primary producers in freshwater, marine and terrestrial ecosystems. Ecol. Lett. 10, 1135 (2007). https://doi.org/10.1111/j.1461-0248.2007.01113.x [Google Scholar]
B.A. Stauffer, A. Schnetzer, A.G. Gellene, C. Oberg, G.S. Sukhatme, D.A. Caron, Effects of an acute hypoxic event on microplankton community structure in a coastal harbor of Southern California. Estuaries Coasts. 6, 135 (2013). https://doi.org/10.1007/s12237-012-9551-6 [Google Scholar]
T. Prartono, T. Hasena, Kinetic study of phosphor dan nitrogen compounds from sedimentary re-suspension. E-J. Ilmu Teknol. Kelautan Tropis. 1, 1 (2009). https://doi.org/10.28930/jitkt.v1i1.7933 [Google Scholar]
A. Muadifah, Pengendalian pencemaran lingkungan (MNC Publishing, Malang, 2019) [Google Scholar]
E.D. Pertiwi, S. Widada, B. Rochaddi, H. Hariyadi, W. Atmodjo, M. Yusuf, A. Rifai, Interpretasi litologi dasar laut pada muara sungai dan lepas pantai berdasarkan analisa shallow seismic di Perairan Sumbawa, Nusa Tenggara Barat. Indones. J. Oceanogr. 2, 341 (2019). https://doi.org/10.14710/ijoce.v2i4.8612 [Google Scholar]
K. Mustiawan, S.Y. Wulandari, E. Indrayanti, Distribusi konsentrasi nitrogen anorganik terlarut pada saat pasang dan surut di Muara Sungai Perancak dan Industri Pelabuhan Perikanan Pengambengan Bali. J. Oceanogr. 3, 438 (2014) [Google Scholar]
M.S. Islam, M. Tanaka, Impacts of pollution on coastal and marine ecosystems including coastal and marine fisheries and approach for management: a review and synthesis. Mar. Pollut. Bull. 48, 624 (2004). https://doi.org/10.1016/j.marpolbul.2003.12.004 [Google Scholar]
D.L. Correll, The role of phosphorus in the eutrophication of receiving waters: a review. J. Environ. Qual. 27, 261 (1998). https://doi.org/10.2134/jeq1998.00472425002700020004x [Google Scholar]
S.W. Nixon, Coastal marine eutrophication: A definition, social causes, and future concerns. Ophelia. 41, 199 (1995). https://doi.org/10.1080/00785236.1995.10422044 [Google Scholar]

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