Mapping coral cover using Sentinel-2A in Karimunjawa, Indonesia

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ERIDHANI DHARMA SATYA
AGUS SABDONO
DIAH PERMATA WIJAYANTI
MUHAMMAD HELMI
RIKHA WIDIARATIH
AGUS ANUGROHO DWI SURYOPUTRA
GENTUR HANDOYO
ARDIANSYAH DESMONT PURYAJATI

Abstract

Abstract. Satya ED, Sabdono A, Wijayanti DP, Helmi M, Widiaratih R. 2023. Mapping coral cover using Sentinel-2A in Karimunjawa, Indonesia. Biodiversitas 24: 827-836. Coral reefs in the Karimunjawa National Park (KNP) have their own charm, especially for snorkeling and divers, it can be seen from the number of tourist visits which tends to increase every year, except for 2020 to 2021 due to the COVID-19 pandemic. This study aims to determine the impact of tourism on coral reef cover in KNP, with islands selected as representatives of high, medium and low level of tourist visits using Sentinel-2A. Comparison of Sentinel-2A coral cover area in 2020 with previous research which used Landsat 8 data in 2018 showed decrease in coral cover area by 16.5% and an increase in sand area by 24.1% for island of high tourist visits. It can be seen that tourism activities have significant impact on coral cover area, especially snorkeling and diving activities that are intentional or not potentially damaging to coral reefs. Sentinel-2A's ability to detect coral area is reliable, since field data is needed as input for data processing to identification locations in detail as needed. Coral area in 2020 using Sentinel-2A obtained for Menjangan Besar Island and Menjangan Kecil, Sintok Island, Tengah Island and Seruni Island were 1.88 km2, 0.303 km2, 0.318 km2, 0.237 km2 respectively.

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References
Azka, L.M., Mustafa, L.D., Mas’udia, P.E. 2019. Coral Reef Area Analysis Based on Satellite Imagery Data Processing Using the Lyzenga Algorithm. Journal JARTEL, 8(1):13-19. https://doi.org/10.33795/jartel.v8i1.150 [Indonesian]
Carter, A.L. Wilson, A.M.W., Bello, Hoyos-Padilla, M.E.M., Inall, M.E., Ketchum, J.T., Schurer, A., Tudhope, A.W. 2020. Assessing opportunities to support coral reef climate change refugia in MPAs: A case study at the Revillagigedo Archipelago. Marine Policy 112 (103769). https://doi.org/10.1016/j.marpol.2019.103769
Cowburn, B., Moritz, C, Birrell, C., Grimsditch, G., Abdulla, A. 2018. Can luxury and environmental sustainability co-exist? Assessing the environmental impact of resort tourism on coral reefs in the Maldives. Ocean and Coastal Management 158:120-127. https://doi.org/10.1016/j.ocecoaman.2018.03.025
De, K., Nanajkar, M., Mote, S., Ingolea, B. 2020. Coral damage by recreational diving activities in a Marine Protected Area of India: Unaccountability leading to ‘tragedy of the not so commons’. Marine Pollution Bulletin 155 (111190). https://doi.org/10.1016/j.marpolbul.2020.111190
Eastwood, E.K, Clary, D.G., Melnick, D.J. 2017. Coral reef health and management on the verge of a tourism boom: A case study from Miches, Dominican Republic. Ocean & Coastal Management 138:192-204. http://dx.doi.org/10.1016/j.ocecoaman.2017.01.023
Farid, M., Wahyu, P., dan Supriharyono. 2018. Changes in Coral Reef Cover Judging from the Total of Tourists in Tanjung Gelam, Karimunjawa Islands Using OLI Landsat 8 Satellite Imagery. Journal Of Maquare, 7(1):18-27. https://doi.org/10.14710/marj.v7i1.22521 [Indonesia]
Fauzan, M.A., Wicaksono, P., Hartono. 2021. Characterizing Derawan seagrass cover change with time-series Sentinel-2 images. Regional Studies in Marine Science, 48 (102048). https://doi.org/10.1016/j.rsma.2021.102048
Forrester, G.ED. 2020. The influence of boat moorings on anchoring and potential anchor damage to coral reefs. Ocean and Coastal Management 198 (105354). https://doi.org/10.1016/j.ocecoaman.2020.105354
Fuad, M.A.Z., Ramadhani, M.F.N., Dewi, C.S.U., Fikri, M.A., Herdikusuma, E.B. 2022. Coral reef mapping using Sentinel-2 satellite imagery and analysis of coral conditions in the Pasir Putih Beach area, Situbondo, East Java. Journal of Geography Education: Studies, Theories, and Practices in the Field of Education and Geography 27(1):73-87. http://dx.doi.org/10.17977/um017v27i12022p73-87 [Indonesian]
Himpunan Pramuwisata Indonesia (HPI/ Indonesian Tour Guide Association). 2021. Survey from daily tourism data input by system.
Hu, W., Zheng, X., Li, Y., Du, J., Lv, Y., Su, S., Xiao, B., Ye, X., Jiang, Q., Tan, H., Liao, B., Bin Chen. 2022. High vulnerability and a big conservation gap: Mapping the vulnerability of coastal scleractinian corals in South China. Science of the Total Environment 847 (157363). http://dx.doi.org/10.1016/j.scitotenv.2022.157363
Ilham, M., Supriharyono, & Widyorini,. 2018. Analysis of Changes in the Area of Coral Reefs Using Remote Sensing Data from Landsat Imagery 7 Etm+ and 8 Oil in the Waters of Menjangan Kecil Island, Karimunjawa (Jepara). Journal Of Maquares, 7(1):157- 163. https://doi.org/10.14710/marj.v7i1.22536 [Indonesian]
Irawan, J., Sasmito, B., Suprayogi, A. 2017. Mapping the Distribution of Coral Reefs Using the Lyzenga Algorithm Temporally Using Landsat 5 7 and 8 Imagery (Study Case: Karimunjawa Island). Journal Geodesy Undip, 6(2):56- 61. [Indonesian]
Irnawati, R, Simbolon, D., Wiryawan, B., Murdiyanto, B., Nurani, T.W. 2012. Economic Benefits of Karimunjawa National Park. Journal of Fisheries and Marine, 2(2):87-95. http://dx.doi.org/10.33512/jpk.v2i2.25 [Indonesian]
Januardi, R., Hartoko, A., Purnomo, P.W. 2016. Habitat Analysis and Changes in Coral Reef Area on Menjangan Besar Island, Karimunjawa Islands Using Satellite Imagery. Journal of Maquares, 5(4):302-310. https://doi.org/10.14710/marj.v5i4.14435 [Indonesian]
Jubaedah, I., & Anas, P. 2019. The impact of marine tourism on coral reef ecosystems in the waters of Nusa Penida, Bali. Journal of Fisheries and Maritime Conseling, 13(1), 59–75. https://doi.org/- 10.33378/jppik.v13i1.124. http://dx.doi.org/10.33378/jppik.v13i1.124 [Indonesian]
Kartawijaya, T., Prasetia, R., Ripanto, & Jamaludin. 2011. Development of Community-Based Ecotourism in Karimunjawa National Park. Bogor, Indonesia, 22 pp.: Wildlife Conservation Society – Indonesia Program. [Indonesian]
Krieger, J. R., & Chadwick, N. E. 2013. Recreational diving impacts and the use of pre-dive briefings as a management strategy on Florida coral reefs. Journal of Coastal Conservation, 17(1), 179–189. https://doi.org/10.1007/s11852-012-0229-9
Kusuma, A.B., Ardli, E.R., Prabowo, R.E. 2018. The Diversityof Stony Coral and The Tendency to Bleach Based on Lifeform In The Tengah Patch-Reef Of Karimunjawa Islands. Scripta Biologica, 5(1):13-18. https://doi.org/10.20884/1.sb.2018.5.1.416
Lamb, J.B., True, J.D., Piromvaragorn, S., Willis, B.L. 2014. Scuba diving damage and intensity of tourist activities increases coral disease prevalence. Biological Conservation 178:88-96. http://dx.doi.org/10.1016/j.biocon.2014.06.027
Munasik., Romadhoni, A.A., Helmi, M. 2021. Comparison of Spatial Patterns of Coral Reef Conditions in Karimunjawa National Park. Marine Journal, 14(2):175-184. https://doi.org/10.21107/jk.v14i2.11436 [Indonesian]
Nimalan, K., Thanikachalam, M., Usha, T. 2021. Development of spectral library for coral reef benthic compositions in Gulf of Mannar. Regional Studies in Marine Science 47 (101978). https://doi.org/10.1016/j.rsma.2021.101978
Oiry, S., Barill´e, L. 2021. Using sentinel-2 satellite imagery to develop microphytobenthos-based water quality indices in estuaries. Ecological Indicators 121, 107184. https://doi.org/10.1016/j.ecolind.2020.107184
Oktaviani, N., & Kusuma, H. 2017. Pengenalan Citra Satelit Sentinel-2 Untuk Pemetaan Kelautan. Oseana, 17(3):40-55. https://doi.org/10.14203/oseana.2017.Vol.42No.3.84 [Indonesian]
Prasetya, J.D., Santoso, D.H., Farhaini, N. 2020. Study of the Condition of Coral Cover on the Carrying Capacity of Marine Tourism in the Karimunjawa Islands, Central Java. Journal of Minerals, Energy and the Environment, 4(2): 71-77. https://doi.org/10.31315/jmel.v4i2.3837 [Indonesian]
Rosyidy, M.K, Ashilah, Q.P., Siddiq, I.P.A. 2019. Application of Sentinel-2 Imagery for Monitoring Area and Distribution of WaterHyacinth in Spatio-Temporal to Maintain the Sustainability of Water andSanitation Condition in Saguling Reservoir Inlet, West Java. Seminar Nasional Penginderaan Jauh ke-6.
Shokri, M.R., Mohammadi, M. 2021. Effects of recreational SCUBA diving on coral reefs with an emphasis on tourism suitability index and carrying capacity of reefs in Kish Island, the northern Persian Gulf. Regional Studies in Marine Science 45 (101813). https://doi.org/10.1016/j.rsma.2021.101813
Spalding, M., Burke, L., Wood, S.A., Ashpolee, J., Hutchisone, J., Ermgassene, P.Z. 2017. Mapping the global value and distribution of coral reef tourism. Marine Policy 82:104-113. http://dx.doi.org/10.1016/j.marpol.2017.05.014
Sunarto., Arianto, D., Syafril., Indriastiwi, F., Pramita, D.R. 2017. Water transportation & tourist destinations, a Note from Komodo and Rinca Islands. 144 pp. [Indonesian]
Thelisa, Budiarsa, M., Widiastuti. 2018. The Influence of Tourism on the Socio-Cultural Conditions of the Karimunjawa Society, Central Java. Jumpa, 4(2):228-239. https://doi.org/10.24843/JUMPA.2018.v04.i02.p05 [Indonesian]
Toyoshima, J., & Nadaoka, K. 2015. Importance of environmental briefing and buoyancy control on reducing negative impacts of SCUBA diving on coral reefs. Ocean & Coastal Management 116:20-26. https://doi.org/10.1016/j.ocecoaman.2015.06.018
Wicaksono, P., Maishella, A., Wahyudi, A.J., Hafizt,M . 2022. Multitemporal seagrass carbon assimilation and aboveground carbon stock mapping using Sentinel-2 in Labuan Bajo 2019–2020. Remote Sensing Applications: Society and Environment 27 (100803). https://doi.org/10.1016/j.rsase.2022.100803
Wicaksono, P., Wulandari, S.A, Lazuardi, W., Munir, M. 2021. Sentinel-2 images deliver possibilities for accurate and consistent multi-temporal benthic habitat maps in optically shallow water. Remote Sensing Applications: Society and Environment 23 (100572). https://doi.org/10.1016/j.rsase.2021.100572
Yamano, H., Sakuma, A., Harii, S.. 2020. Coral-spawn slicks: Reflectance spectra and detection using optical satellite data. Remote Sensing of Environmentn 251 (112058). https://doi.org/10.1016/j.rse.2020.112058
Zoffoli, M.L., Frouin, R., Moura, R.L., Medeiros, T.A.G., Bastos, A.C., Kampel, M. 2022. Spatial distribution patterns of coral reefs in the Abrolhos region (Brazil, South Atlantic Ocean). Continental Shelf Research 246 (104808). https://doi.org/10.1016/j.csr.2022.104808

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