PLATFORM REEF LAGOON DETECTION FROM SENTINEL-2 IN PANGGANG ISLAND AND SEMAKDAUN ISLAND

Wikanti Asriningrum, Azura Ulfa, Kholifatul Aziz, Kuncoro Teguh Setiawan, Dyah Pangastuti

Abstract

Processing of satellite image data for the detection of platform reef lagoons is intended as one of the geo-physical parameters of the reef landform. Panggang Island and Semakdaun Island were chosen to make the detection model because they are ideal for lagoon reef landforms and tapulang court reefs. This model is only valid in the continental shelf area and the back arc and small island tectonic type. Determination of this location is done to improve the accuracy of spectral-based data processing. Platform reefs are one of four classes of reef landforms. Sentinel-2A data with a spatial resolution of 10m, blue, green, red, and near infrared bands were selected to investigate their ability to detect lagoons. Processing of data by calculating the Optimum Index Factor (OIF) to produce a composite image and drawing transect lines to produce pixel values and spectral graphics of the lagoon. The results of data processing in the form of graphs, composite images and pixel values were built to realize a digital lagoon detection model. These results are used for lagoon growth stage analysis for the classification of three reef platform landforms, visually and digitally interpretation. This digital and visual detection system design is useful for monitoring coral reef ecosystems.

Keywords

Sentinel-2, lagoon, platform reef, Panggang Island, Semakdaun Island

Full Text:

PDF

References

Allencoralatlas. (2022). Bathymetry Data of Panggang and Semakdaun Island. https://allencoralatlas.org/%0A

Anas, P., Jubaedah, I., & Sudinno, D. (2017). Kualitas Air dan Beban Limbah Karamba Jaring Apung di Waduk Jatiluhur Jawa Barat. Jurnal Penyuluhan Perikanan Dan Kelautan, 11(1), 35–47. https://doi.org/10.33378/jppik.v11i1.84

Andréfouët, S. (2008). Coral reef habitat mapping using remote sensing: A user vs producer perspective. Implications for research, management and capacity building. Journal of Spatial Science, 53(1), 113–129. https://doi.org/10.1080/14498596.2008.9635140

Anthony, A., Atwood, J., August, P., Byron, C., Cobb, S., Foster, C., Fry, C., Gold, A., Hagos, K., Heffner, L., Kellogg, D. Q., Lellis-Dibble, K., Opaluch, J. J., Oviatt, C., Pfeiffer-Herbert, A., Rohr, N., Smith, L., Smythe, T., Swift, J., & Vinhateiro, N. (2009). Coastal lagoons and climate change: Ecological and social ramifications in U.S. Atlantic and Gulf coast ecosystems. Ecology and Society, 14(1). https://doi.org/10.5751/ES-02719-140108

Asriningrum, W. (2009). Pengelompokan Pulau Kecil Dan Ekosistemnya Berbasis Geomorfologi Di Indonesia. Thesis.

Asriningrum, W., Muchsin, A., Suwargana, N., Muchsin, A., & Tjahjono, B. (2008). Analisis geomorfologi terumbu di Kabupaten sikka.

Asriningrum, W., Ulfa, A., Setiawan, K. T., Ibrahim, A., & Aziz, K. (2022). Lagoon Detection , Platform Reef Analysis In Jakarta Indonesia Using Landsat-8. The 9Th International Seminar on Aerospace Science and Technology ISAST 2022, Figure 1.

Bellwood, D. R., Hughes, T. P., Folke, C., & Nyström, M. (2004). Confronting the coral reef crisis. Nature, 429(6994), 827–833. https://doi.org/10.1038/nature02691

Bramana, A., Damar, A., Kurnia, R., Manajemen, D., Perairan, S., Sumberdaya, P., Perikanan, F., & Bogor, I. P. (2014). Estimasi Daya Dukung Lingkungan Keramba Jaring Apung. Jurnal Teknologi Perikanan Dan Kelautan, 5(2), 161–170.

Burke, L., Reytar, K., Spalding, M., & Perry, A. (2012). Menengok Kembali Terumbu Karang yang Terancam di Segitiga Terumbu Karang.

Chavez, P. S., Berlin, G. L., & Sowers, L. B. (1982). Statistical Method for Selecting Landsat Mss Ratios. Journal of Applied Photographic Engineering, 8(1), 23–30.

Dimara, A., Hamuna, B., & Bay, H. (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

Green, E. P., Mumby, P. J., & Clark, A. J. E. C. D. (2000). Remote Sensing Handbook for Tropical Coastal Management. UNESCO PUBLISHING. https://doi.org/10.1109/6.367967

Guntur, Dita, P., & Wawan. (2012). Pemetaan Terumbu Karang Teori, metode, dan Praktik. Ghalia Indonesia.

Hedley, J. D., Harborne, A. R., & Mumby, P. J. (2005). Simple and robust removal of sun glint for mapping shallow-water benthos. International Journal of Remote Sensing, 26(10), 2107–2112. https://doi.org/10.1080/01431160500034086

Joyce, K. E., & Phinn, S. R. (2013). Spectral index development for mapping live coral cover. Journal of Applied Remote Sensing, 7(1), 073590. https://doi.org/10.1117/1.jrs.7.073590

Kennedy, E., Roelfsema, C., Kovacs, E., Lyons, M., Borrego-Acevedo, R., Roe, M., Yuwono, D., Wolff, J., Tudman, P., Murray, N., & Phinn, S. (2020). Reef Cover Classification Coral reef internal class descriptors for global habitat mapping.

Louhenapessy, D. (2019). Zonasi Dan Status Kawasan Ekosistem Laguna Di Negeri Ihamahu, Maluku Tengah. TRITON: Jurnal Manajemen Sumberdaya Perairan, 15(2), 69–75. https://doi.org/10.30598/tritonvol15issue2page69-75

Maselli, F., Angeli, L., Battista, P., Fibbi, L., Gardin, L., Magno, R., Rapi, B., & Chiesi, M. (2020). Evaluation of Terra/Aqua MODIS and Sentinel-2 MSI NDVI data for predicting actual evapotranspiration in Mediterranean regions. International Journal of Remote Sensing, 41(14), 5186–5205. https://doi.org/10.1080/01431161.2020.1731000

Mumby, P. J., Skirving, W., Strong, A. E., Hardy, J. T., LeDrew, E. F., Hochberg, E. J., Stumpf, R. P., & David, L. T. (2004). Remote sensing of coral reefs and their physical environment. Marine Pollution Bulletin, 48(3–4), 219–228. https://doi.org/10.1016/j.marpolbul.2003.10.031

Newton, A., Icely, J., Cristina, S., Brito, A., Cardoso, A. C., Colijn, F., Riva, S. D., Gertz, F., Hansen, J. W., Holmer, M., Ivanova, K., Leppäkoski, E., Canu, D. M., Mocenni, C., Mudge, S., Murray, N., Pejrup, M., Razinkovas, A.,

Reizopoulou, S., … Zaldívar, J. M. (2014). An overview of ecological status, vulnerability and future perspectives of European large shallow, semi-enclosed coastal systems, lagoons and transitional waters. Estuarine, Coastal and Shelf Science, 140(June), 95–122. https://doi.org/10.1016/j.ecss.2013.05.023

Phinn, S. R., Roelfsema, C. M., & Mumby, P. J. (2012). Multi-scale, object-based image analysis for mapping geomorphic and ecological zones on coral reefs. International Journal of Remote Sensing, 33(12), 3768–3797. https://doi.org/10.1080/01431161.2011.633122

Purwanto, A. D., Setiawan, K. T., & Ginting, D. N. B. (2019). Pemanfaatan Data Penginderaan Jauh untuk Ekstraksi Habitat Perairan Laut Dangkal di Pantai Pemuteran, Bali, Indonesia. Jurnal Kelautan Tropis, 22(2), 165. https://doi.org/10.14710/jkt.v22i2.5092

Pusat survei geologi. (2007). Atlas Pengelompokan Pulau Kecil Berdasarkan Tektonogenesis untuk Perencanaan Tata Ruang Darat Laut dan Dirgantara Nasional.

Serco Italia SPA. (2019). Sen2Coral Toolbox for Coral Reef Monitoring, Great Barrier Reef (1st ed.). RUS Copernicus.

Widjayanthi, L., & Yeni, A. W. (2020). Jurnal Komunikasi dan Penyuluhan Pertanian Journal of Communication and Agricultural Extension Dampak Penggunaan Keramba Jaring Apung pada Pembudidaya Ikan Kerapu Berdasarkan Perspektif Sosial Ekonomi) Impact of Using Floating Net Cages on Grouper Farmers. Jurnal Kirana, 1(1), 12–18. https://jurnal.unej.ac.id/index.php/jkrn

DOI: http://dx.doi.org/10.30536/j.ijreses.2022.v19.a3804

Refbacks

  • There are currently no refbacks.