Estimasi Kesuburan Perairan Teluk Lampung berdasarkan Vertically Generalized Production Model (VGPM) Estimation of Lampung Bay Waters Fertility Based on Vertically Generalized Production Model (VGPM)

Mochamad Tri Hartanto, Muhammad Riza Hanief Febrianto, Santi Susanti, Dea Fauzia Lestari, Tri Prartono, Rastina, Irzal Effendi, Stepahnie J. Martinez, Nurul Hidayah Mat Zaki

Abstract

Lampung Bay is an important water crossing in South Sumatra that is greatly influence by anthropogenic activities and oceanographic characteristics. This study characterized and estimated the spatial and temporal Primary Productivity (PP) in the three sections of the bay: head, middle, and mouth. The PP was modeled by using Sea Surface Temperature (SST), chlorophyll-a, Primary Productivity, and Photosynthetically Active Radiation (PAR) collected from remote sensing data and field measurements. Primary productivity was modeled with a Vertically Generalized Production Model (VGPM), and data validation was done using the Root Mean Square Error method. The distribution of PAR in Lampung Bay ranged from 35–52.50 E/m2/day. The distribution of SST ranged from 28.5–31.50°C. The highest distribution of chlorophyll-a was at the hHead of the bay with a range of 0.30-12 mg/m3. Correlation analysis shows that chlorophyll-a had the highest influence on PP (R2=0.99). While the middle and outer areas of the bay have a low average with values of 122.65 and 101.84 gC/m2/year. Our models show that there is high primary production at the Head of the bay, reaching eutrophic and mesotrophic levels. The middle and outer areas of the bay show productivity levels corresponding to mesotrophic and oligotrophic levels.

References

Amri K, Mamun A, Taufik M. 2021. Karakteristik oseanografi Laut Banda Bagian Barat pada musim barat dari data pengukuran in situ 2016. J Kelautan dan Perikanan Terapan. 4(1): 1–11. https://doi.org/10.15578/jkpt.v4i1.9688

Aryanti NLN, Hendrawan IG, Suteja Y. 2019. Studi variabilitas produktivitas primer bersih serta hubungannya dengan El-Nino Southern Oscillasion (ENSO) dan Indian Ocean Dipole (IOD) di Laut Banda berdasarkan Ddta Satelit Aqua MODIS. J of Marine and Aquatic Science. 5(1): 64–76. https://doi.org/10.24843/jmas.2019.v05.i01.p08.

Asriana dan Yuliana. 2012. Produktivitas Perairan. Jakarta (ID): PT Bumi Aksara.

Behrenfeld MJ, Falkowski PG. 1997. Photosynthetic rates derived from satellite‐based chlorophyll concentration. Limnology and Oceanography. 42(1): 1-20. https://doi.org/10.4319/lo.1997.42.1.0001

Bonsdorff E, Blomqvist EM, Mattila J, Norkko A. 1997. Coastal eutrophication: Causes, consequences and perspectives in the Archipelago areas of the northern Baltic Sea. Estuarine, Coastal and Shelf Science. 44(1): 63-72. https://doi.org/10.1016/S0272-7714(97)80008-X

Dalabehara HB, Sarma VVSS. 2021. Physical forcing controls spatial variability in primary production in The Indian Ocean. Deep-sea Research Part II. 183(1): 1-13. https://doi.org/10.1016/j.dsr2.2020.104906

Damar A, Colijn F, Hesseand KJ, Wardiatno Y. 2012. The eutrophication states of Jakarta, Lampung and Semangka Bays: Nutrient and phytoplankton dynamics in Indonesian tropical waters. Journal of Tropical Biology and Conservation. 9(1): 61-81. https://doi.org/10.51200/jtbc.v9i.233

Dariusman A. 2016. Pengembangan wisata bahari di Pesisir Teluk Lampung. J Destinasi Kepariwisataan. 1(1): 45–66.

Gunawan EA, Agussalim A, Surbakti H. 2019. Pemetaan sebaran klorofil-a menggunakan citra Satelit Landsat multitemporal di Teluk Lampung, Provinsi Lampung. J Maspari. 11(2): 49–58. https://doi.org/10.56064/maspari.v11i2.9467

Hardiyanto R, Seherman H, Pratama RI. 2012. Kajian produktivitas primer fitoplankton di Waduk Saguling, Desa Bongas dalam kaitannya dengan kegiatan perikanan. J Perikanan Kelautan. 3(4): 51-59.

Hartanto MT, Effendi I, Prartono T, Puradiredja SP, Lestari DF, Susanti S, Salsabila A. 2024. Kondisi oseanografi dan kesesuaian lokasi budidaya lobster di Perairan Teluk Pidada, Lampung. Jurnal Teknologi Perikanan dan Kelautan.15(3): 285-297. https://doi.org/10.24319/jtpk.15.285-297

Kartikasari F, Jaelani LM, Winarso G. 2016. Analisis sebaran konsentrasi suhu permukaan laut dan ph untuk pembuatan peta lokasi budidaya kerapu bebek menggunakan citra Satelit Landsat -8 (studi kasus: Teluk Lampung, Lampung). Jurnal Teknik ITS, 5(2): 401-406.

Mercado-Santana JA, Santamaría-del-Ángela E, González-Silvera A, Sánchez-Velasco L, Gracia-Escobar MF, Millán-Núñez R, Torres-Navarrete C. Productivity in The Gulf of California large marine ecosystem. Environmental Development. 22(1): 18-29. https://doi.org/10.1016/j.envdev.2017.01.003

Nuzapril M, Susilo SB, Panjaitan JP. 2017. Estimasi produktivitas primer perairan berdasarkan konsentrasi klorofil-a yang diekstrak dari Citra Satelit Landsat-8 di Perairan Kepulauan Karimun Jawa. J Pengindraan Jauh. 14(1): 25-36. https://doi.org/10.30536/j.pjpdcd.2017.v14.a2548

Nuzapril M, Prasetyo BA. 2023. Sebaran produktivitas primer perairan di Teluk Hurun Lampung. J Marshela. 1(1):32-38. https://doi.org/10.25181/marshela.v1i1.3056

Nybakken JW. 1988. Bilogi Laut Suatu Pendekatan Ekologis. Terjemahan M. Ediman, Koesoebiono, D.G Bengen, M. Hutomo, & S. Sukardjo. Jakarta: PT. Gramedia.

Parsons TR, Takashi, Hargrave B. 1984. Biological Oceanography Process. Newyork (US): Pagaman press.

Patty SI, Arfah H, Abdul MS. 2015. Karakteristik fosfat, nitrat, dan oksigen terlarut di Perairan Selat Lembeh, Sulawesi Utara. J Pesisir dan Laut Tropis. 2(1): 1-7. https://doi.org/10.35800/jplt.3.2.2015.9579

Pradipta NS, Sembiring P, Bangun P. 2013. Analisis pengaruh curah hujan di Kota Medan. Saintia Matematika. 1(5): 459-468.

Rabalais NN, Turner RE, D ́ıaz RJ, Justic ́ D. 2009. Global change and eutrophication of coastal waters. ICES Journal of Marine Science. 66: 1528–1537. https://doi.org/10.1093/icesjms/fsp047

Rahayu NWST, Hendrawan IG, Suteja Y. 2018. Distribusi nitrat dan fosfat secara spasial dan temporal saat musim barat di permukaan Perairan Teluk Benoa, Bali. J Mar Aqu Sci. 4(1): 1-13. https://doi.org/10.24843/jmas.2018.v4.i01.1-13

Riduwan, Kuncoro EA. 2013. Cara Mudah Menggunakan dan Memaknai Path Analysis (Analisis Jalur). Bandung (ID): Alfabeta.

Sachoemar SI, Yanagi T, Hendiarti N, Sadly M, Meliani F. Seasonal variability of sea surface chlorophyll-a and abundance of pelagic fish in Lampung Bay, Southern Coastal Area of Sumatra, Indonesia. Coastal Marine Science. 34(1): 82-90. https://doi.org/10.15083/00040676

Simbolon RA. 2016. Pencemaran bahan organik dan eutrofikasi di Perairan Cituis, Pesisir Tanggerang. J Pro-Life. 3(2): 109-118. https://doi.org/10.33541/pro-life.v3i2.29

Suhana PM, Utama FG, Putra AP, Zibar Z, Paputungan MS. Erawan MTF, Kolibongso D. 2018. Pola karakteristik sebaran medan massa, medan tekanan dan arus geostropik Perairan Selatan Jawa. Dinamika Maritim. 6(2): 20-25.

Sunaryo A. 2017. Produktivitas primer di Waduk Ir. H. Juanda Kabupaten Purwakarta Provinsi Jawa Barat. J Penyuluhan Perikanan Kelautan. 11(2): 110-120. https://doi.org/10.33378/jppik.v11i2.89

Tanto TA, Husrin S, Wisha UJ, Putra A, Putri RK, Ilham. 2016. Karakteristik oseanografi (batimetri, pasang surut, gelombang signifikan dan arus laut) Perairan Teluk Bungus. J Kelautan. 9(2): 107-121. https://doi.org/10.21107/jk.v9i2.1240

Tripathy SC, Ishizaka J, Siswanto E, Shibata T, MinoY. 2012. "Modification of the vertically generalized production model for the turbid waters of Ariake Bay, southwestern Japan". Estuarine, Coastal and Shelf Science. 97: 66–77. https://doi.org/10.1016/j.ecss.2011.11.025

Triyatmo B. 2001. Kajian morfometri berdasarkan kondisi topografi dan estimasi potensi perikanan Waduk Sermo. Jurnal Perikanan UGM. 3(2): 27-35. https://doi.org/10.22146/jfs.8867

Umaly RC, Cuvin LA. 1988. Limnology; Laboratory and Field Guide Physico-Chemical Factors, Biology Factors. Manila (PH): National Book Store Publ.

Walpole RE. 1995. Pengantar Statistika Edisi Ketiga. Jakarta (ID): PT Gramedia.

Widiaratih R, Suryoputra AAD, Handoyo G. 2022. Korelasi klorofil-a dengan nutrien dan kualitas perairan di Pulau Seruni Karimunjawa Indonesia. J Kelautan Tropis. 25(2): 249-256. https://doi.org/10.14710/jkt.v25i2.14170

Wulandari NNR, Aryanti NLN, Hendrawan IG. 2019. Studi variabilitas produktivitas primer bersih di Perairan Selatan Indonesia berdasarkan data satelit Aqua MODIS. J of Marine Research and Technology. 2(2): 38-42.

Yulianto D, Muskananfola MR, Purnomo PW. 2014. Tingkat produktivitas primer dan kelimpahan fitoplankton berdasarkan waktu yang berbeda di Perairan Pulau Panjang, Jepara. J. Maquares. 3(1): 195-200.

Authors

Dea Fauzia Lestari
dea.fauzia@apps.ipb.ac.id (Primary Contact)
Stepahnie J. Martinez
Nurul Hidayah Mat Zaki
HartantoM. T., FebriantoM. R. H., SusantiS., LestariD. F., PrartonoT., Rastina, EffendiI., MartinezS. J., & ZakiN. H. M. (2025). Estimasi Kesuburan Perairan Teluk Lampung berdasarkan Vertically Generalized Production Model (VGPM): Estimation of Lampung Bay Waters Fertility Based on Vertically Generalized Production Model (VGPM). Jurnal Ilmu Dan Teknologi Kelautan Tropis, 16(3), 385-402. https://doi.org/10.29244/jitkt.v16i3.60125

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