Percentage of Coral Reef Lifeforms Using Sentinel-2A at the Gili Air Dive Site
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As'ad Humam A'zom , Sitti Hilayana , Rhojim WahyudiDOI:
10.29303/jbt.v25i4b.10466Published:
2025-11-01Issue:
Vol. 25 No. 4b (2025): Special IssueKeywords:
Accuracy, Gili Matra, Coral reefs, Sentinel-2A, MappingArticles
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Abstract
Indonesia possesses approximately 51,000 km² of coral reef ecosystems, yet their condition continues to decline due to both human activities and natural factors. One affected area is the Gili Matra Marine Tourism Park (TWP), particularly the Gili Air dive sites, where significant coral reef degradation has been observed. This study aims to determine the percentage of coral lifeforms and assess the accuracy of Sentinel-2A satellite imagery in mapping coral reefs in the area. Field data were collected using the Underwater Photo Transect (UPT) method and analyzed with CPCe software. Sentinel-2A imagery was processed through sunglint correction water column correction and unsupervised classification using ENVI 5.3 and ArcGIS 10.8. The results show coral reef conditions in Gili Air range from moderate to poor, with the highest live coral cover at Air Slove and the lowest at Hans Reef. A total of eleven coral lifeform types were identified. Image classification produced four benthic habitat classes with an overall accuracy of 60.5% and a Kappa index of 18.3%, meeting the minimum standard set by the Indonesian National Standard The study demonstrates that integrating UPT data and Sentinel-2A imagery is effective for mapping coral reefs, although higher-resolution imagery is recommended for better substrate differentiation.
References
Arisandi, A., Tamam, B., & Fauzan, A. (2018). Profil Terumbu Karang Pulau Kangean, Kabupaten Sumenep, Indonesia [Coral Reef Profile of Kangean Island, Sumenep District, Indonesia]. Jurnal Ilmiah Perikanan Dan Kelautan, 10(2), 76-83. https://doi.org/10.20473/jipk.v10i2.10516
Azka, L. M., Mustafa, L. D., & Mas’udia, P. E. (2019). Analisa Luasan Terumbu Karang Berdasarkan Pengolahan Data Citra Satelit Lansat 8 menggunakan Algoritma Lyzenga. Jurnal Jartel: Jurnal Jaringan Telekomunikasi, 8(1), 13.
Daud, D., Schaduw, J. N., Sinjal, C. L., Kusen, J. D., Kaligis, E. Y., & Wantasen, A. S. (2021). Kondisi terumbu karang pada kawasan wisata pantai malalayang Kota Manado Provinsi Sulawesi Utara dengan menggunakan metode Underwater Photo Transect. Jurnal pesisir dan laut tropis, 9(1), 44-52.
Derajat, R. M., Sopariah, Y., Aprilianti, S., Taruna, A. C., Tisna, H. A. R., Ridwana, R., & Sugandi, D. (2020). Klasifikasi tutupan lahan menggunakan citra landsat 8 operational land imager (oli) di kecamatan pangandaran. Jurnal Samudra Geografi, 3(1), 1-10. https://doi.org/10.33059/jsg.v3i1.1985
Derksen, E. N. S., Candri, D. A., Ahayadi, H., Virgota, A., & Setyaningrum, T. W. (2025). Analysis of Coral Condition at Kecinan Beach, North Lombok. Jurnal Biologi Tropis, 25(1), 211-219. https://doi.org/10.29303/jbt.v25i1.7506
Dimara, A., Hamuna, B., & Dimara, L. (2020). Pemanfaatan citra satelit Sentinel-2A untuk pemetaan habitat dasar perairan dangkal (Studi kasus: Teluk Humbolt, Kota Jayapura). Jurnal Ilmu Kelautan dan Perikanan Papua, 3(1), 25-31. https://doi.org/10.31957/acr.v3i1.1213
Ginting, D. N. B., & Arjasakusuma, S. (2021). Pemetaan Lamun Mengunakan Machine Learning Dengan Citra Planetscope Di Nusa Lembongan. Jurnal Kelautan Tropis, 24(3), 323-332. https://doi.org/10.14710/jkt.v24i3.11180
Hartono, D., Zamdial, Z., Anggoro, A., Sugara, A., & Siregar, A. O. (2022). Pemetaan Sebaran dan Tutupan Lamun Menggunakan Citra Satelit Sentinel-2 di Pulau Dua Kecamatan Enggano Provinsi Bengkulu. Jurnal Laut Khatulistiwa, 5(3), 125-137. http://jurnal.untan.ac.id/index.php/lk
https://doi.org/10.23887/jjpg.v8i1.22752
Keputusan Menteri Negara Lingkungan Hidup Nomor 4 Tahun 2001, Tentang : Kriteria Baku Kerusakan Terumbu Karang. Lampiran 1. Jakarta.
Kusuma, A. H., Muhaemin, M., Mayaguezz, H., & Effendi, E. (2023). Rehabilitasi Ekosistem Terumbu Karang Menggunakan Terumbu Buatan Di Perairan Desa Kunjir, Kecamatan Rajabasa, Kabupaten Lampung Selatan, Provinsi Lampung. Jurnal Pengabdian Fakultas Pertanian Universitas Lampung, 2(1), 280-293. https://doi.org/10.23960/jpfp.v2i1.7216
LIPI. (2016). Kondisi Ekosistem Terumbu Karang Indonesia. Pusat Penelitian Oseanografi LIPI
Maulana, H., Anggoro, S., & Yulianto, B. (2016). Kajian Kondisi dan Nilai Ekonomi Manfaat Ekosistem Terumbu Karang di Pantai Wediombo, Kabupaten Gunung Kidul, Daerah Istimewa Yogyakarta. Jurnal Ilmu Lingkungan, 14(2), 82-87. https://doi.org/10.14710/jil.14.2.82-87
Prihananto, D. P., Rachmad, B., & Rahardjo, P. (2025, March). Kajian Potensi Terumbu Karang Di Perairan Kawasan Konservasi Pulau Gili Matra Kabupaten Lombok Utara Prov. Nusa Tenggara Barat. In Prosiding Seminar Nasional Hasil Penelitian Kelautan Dan Perikanan (Vol. 3, pp. 1-26). https://semnas.bpfpunib.com/index.php/semnaskel/article/view/257
Putra, A., Nurma, N., Rauf, A., Yusuf, K., Larasati, R. F., Hawati, H., ... & Nurlaela, E. (2022). Identifikasi bentuk pertumbuhan karang keras (hard coral) di Perairan Pulau Jinato Kawasan Taman Nasional Taka Bonerate, Kepulauan Selayar. Fisheries of Wallacea Journal, 3(1), 1-13.
Putra, M. A., Sasmito, B., & Hadi, F. (2023). Evaluasi perkembangan dan kesesuaian kawasan ruang terbuka hijau terhadap RTRW Kota Bekasi (Studi kasus: Kec. Jatisampurna, Kota Bekasi). Jurnal Geodesi Undip, 12(3), 291-300. https://doi.org/10.14710/jgundip.2023.39045
Putri, D. R., Sukmono, A., & Sudarsono, B. (2018). Analisis kombinasi citra sentinel-1a dan citra Sentinel-2a untuk klasifikasi tutupan lahan (Studi kasus: Kabupaten Demak, Jawa Tengah). Jurnal geodesi undip, 7(2), 85-96. https://doi.org/10.14710/jgundip.2018.20660
Rahardjo, C., & Arifin, M. R. F. (2023). Rekruitmen Karang Keras Di Pulau Tunda. Jurnal Perikanan Unram, 13(2), 520-530. https://doi.org/10.29303/jp.v13i2.428
Rahmawan, A. D., Pawestri, D. A., Fakhriyah, R. A., Pasha, H. D. S., Ferryandy, M., Sugandi, D., ... & Somantri, L. (2020). Penggunaan metode unsupervised (iso data) untuk mengkaji kerapatan vegetasi di Kecamatan Pangandaran. Jurnal Pendidikan Geografi Undiksha, 8(1), 01-11.
Rosalina, D., Rombe, K. H., & Hasnatang, H. (2022). Pemetaan sebaran lamun menggunakan metode lyzenga studi kasus Pulau Kapoposang, Provinsi Sulawesi Selatan. Jurnal kelautan tropis, 25(2), 169-178. https://doi.org/10.14710/jkt.v25i2.13484
Saphira, S., Setyawan, F. O., Fuad, M. A. Z., & Rijal, S. S. (2025). Analisis Delineasi Garis Pantai dengan Metode Object-Based Image Analysis di Kabupaten Malang Menggunakan Citra Satelit Planetscope: Analysis of Shoreline Delineation Using Object-Based Image Analysis Method in Malang Regency with Planetscope Satellite Imagery. JFMR (Journal of Fisheries and Marine Research), 9(1), 20-34. https://doi.org/10.21776/ub.jfmr.2025.009.01.3
Setiawan, F., Muttaqin, A., Tarigan, S. A., Muhidin, M., Hotmariyah, M., Sabi, A., & Pingkan, J. (2017). Pemutihan karang akibat pemanasan global tahun 2016 terhadap ekosistem terumbu karang: Studi kasus di twp gili matra (gili air, gili meno dan gili trawangan) provinsi NTB. Journal of Fisheries and Marine Research, 1(2), 39-54. https://doi.org/10.21776/ub.jfmr.2017.001.02.1
Sigarlaki, A., Nugraha, A., & Kurniawan, D. (2021). Tutupan dan Keanekaragaman Life form Karang Pada Zona Terumbu Berbeda di Perairan Kampung Baru Bintan. Jurnal Pengelolaan Perikanan Tropis, 5(1), 28-35.
Siregar, V. P., Agus, S. B., Sunuddin, A., Subarno, T., & Aziizah, N. N. (2020). Analisis perubahan habitat dasar perairan dangkal menggunakan citra satelit resolusi tinggi di Karang Lebar, Kepulauan Seribu. Jurnal Ilmu dan Teknologi Kelautan Tropis, 12(1), 37-51. https://doi.org/10.29244/jitkt.v12i1.25528
Syari, C. A., & Syah, A. F. (2021). Pemetaan Habitat Bentik Pulau Salarangan Menggunakan Metode Object-Based Image Analysis. Rekayasa, 14(1), 128-136. https://doi.org/10.21107/rekayasa.v14i1.7996
Yulaita, N., & Murdapa, F. (2022, November). Analisis metode IHS, brovey dan gram-schmidt pada teknik image fusion dalam pengolahan citra digital untuk pemetaan habitat dasar perairan laut dangkal. In Prosiding Seminar Nasional Ilmu Teknik Dan Aplikasi Industri Fakultas Teknik Universitas Lampung (Vol. 5, pp. 163-171). https://doi.org/10.23960/prosidingsinta.v5i.79
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