Shallow Water Seabed Profile Changes in 2016 - 2018 Based on Landsat 8 Satellite Imagery (Case Study: Semak Daun Island, Karya Island and Gosong Balik Layar)

Zahra Safira Aulia, Triguardi Tharik Ahmad, Ratih Rachma Ayustina, Fauzi Tri Hastono, Rizqi Rizaldi Hidayat, Haji Mustakin, Agi Fitrianto, Faras Bagus Rifanditya

Abstract


Seribu Islands is one of the marine tourism destinations in  Jakarta. The high level of tourism in the Seribu Islands can be a threat to shallow water seabed profile habitat. Therefore, monitoring of changes in shallow water seabed profile habitat is needed so the sustainability can be monitored. This study aimed to determine changes in the shallow water seabed profile on Karya Island, Semak Daun Island, and Gosong Balik Layar in 2016 and 2018 based on Landsat 8 Satellite Imagery. Methods of this research used satellite image pre-processing, image classification, field survey, image reclassification, and accuracy assessment.  The results showed that the coral area had decrease trend, while the area of Seagrass mix Seaweed had increased. The result of this classification had an accuracy value of 71.52%.

 

Keywords: remote sensing, multispectral imagery, Lyzenga, benthic habitat, Seribu Island

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References


Alamsyah, R., Uspar, Armita, P., Nurfadillah. 2019. Sebaran dan Luasan Terumbu Karang di Perairan Pulau Larearea Menggunakan Citra Landsat 8. Jurnal Agrominansia 4: 2527-4358.

Andrёfouet, S., Kramer, P., Pulliza, T. D., Joyce, E. K., Hochberg, J. E., Perez, G. R., Mumby, J. P., Riegl, B., Yamano, H., White, H. W., Zubia, M., Brock, C. J., Phinn, R. S., Naseer, A., Hatcher, G. B., Muller, K. E. F. 2003. Multi-site evaluation of IKONOS data for classification of tropical coral reef environments. Remote Sensing of Environment 88: 128–143.

Badan Informasi Geospasial (BIG). 2014. Pengumpulan dan Pengolahan Data Geospasial Habitat Dasar Perairan Laut Dangkal. Badan Informasi Geospasial, Cibinong.

Congalton, R. G., Green, K. 1999. Assessing the Accuracy of Remotely Sensed Data: Principles and Practices. Lewis Publisher, Boca Rotan. 137 pp

Dahlan. 2014. Penilaian Ekosistem Terumbu Karang di Kepulauan Aruri Kabupaten Supiori. Journal of Fisheries Development 1: 61-82.

Eugenio, F., Marcello, J., Martin, J. 2015. High-Resolution Maps of Bathymetry and Benthic Habitats in Shallow-Water Environments Using Multispectral Remote Sensing Imagery. IEEE Transactions on Geoscience and Remote Sensing 53(7): 3539–3549.

Purwadhi, F. S. H., Haryani, N. S., Rokhmatuloh, Kardono, P., Kasidi, A. 2015. Aplikasi Penginderaan Jauh dan Sistem Informasi Geografis untuk Pengembangan Wilayah. Polimedia Publishing, Jakarta. 491 pp.

Farid, M., Pujiono, W. P., Supriharyono. 2018. Perubahan Tutupan Terumbu Karang Ditinjau dari Banyaknya Wisatawan di Tanjung Gelam Kepulauan Karimunjawa Menggunakan Citra Satelit Landsat 8 Oli. Journal of Maquares 7: 18–27.

Green, E. P., Mumby, P. J., Edwards, A. J., Clark, C. D. 2000. Remote Sensing Handbook for Tropical Coastal Management. Unesco Publishing, Paris.

Hafizt, M., Iswari, M. Y., Prayudha, B. 2017. Assessment of Landsat-8 Classification Method for Benthic Habitat Mapping in Padaido Islands. Papua Oseanologi dan Limnologi di Indonesia 2: 1–13

Hakim, L., Hong, S. K., Kim, J. E., Nakagoshi, N. 2007. Nature-based Tourism in Small Islands Adjacent to Jakarta City, Indonesia: A case study from Seribu Islands. Journal of the Korean Wetlands Society 9: 31–46

Lillesand dan Kiefer. 1999. Penginderaan Jauh dan Interpretasi Citra. Gadjah Mada University Press, Yogyakarta.

Lyzenga, D. R. 1978. Passive Remote-Sensing Technique for Mapping Water Depth and Bottom Features. Applied Optics 17: 379–383.

Makailipessy, M. M. Souisa, F. 2015. Pemetaan Substrat Dasar Perairan Dangkal di Kecamatan Tayando Kota Tual Menggunakan Citra Landsat 8. Neritic 6: 1–6.

Mount, R. E. 2006. Acquisition of Through Water Aerial Survey Images: Surface Effects and the Prediction of Sun Glitter and Subsurface Illumination. Photogrammetric Engineering and Remote Sensing 71: 1407–1415.

Prayuda, B. 2014. Panduan Teknis Pemetaan Habitat Dasar Perairan Laut Dangkal. CRITC COREMAP II LIPI, Jakarta. 21 pp.

Purwadhi, F. S. H. 2001. Interpretasi Citra Digital. PT. Grasindo, Jakarta.

Ranema, W. 2008. Habitat Selective Factors Influencing the Distribution of Larger Benthic Foraminiferal Assemblages Over the Kepulauan Seribu. Marine Micropaleontology 68: 286–298.

Setyawan, I. E., Siregar, V. P., Pramono, G. H., Yuwono, D. M. 2014. Pemetaan Profil Habitat Dasar Perairan Dangkal Berdasarkan Bentuk Topografi: Studi Kasus Pulau Panggang, Kepulauan Seribu Jakarta. Majalah Ilmiah Globe 16: 125-132.

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: 37–51.

USGS. 2015. Landsat 8 (L8) Data Users Handbook. Department of the Interior U.S: U.S. Geological Survey.

USGS. 2016. Landsat 8 (L8) Data Users Handbook. Department of the Interior U.S: U.S. Geological Survey.

Wicaksono, P. 2014. The use of Image Rotations on Multispectral-based Benthic Habitats Mapping. 12th Biennial Conference of Pan Oceanic Remote Sensing Conference, Bali.




DOI: http://dx.doi.org/10.20884/1.oa.2020.16.3.848

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