Pemetaan kondisi hutan mangrove di kawasan pesisir Selat Madura dengan pendekatan Mangrove Health Index memanfaatkan citra satelit Sentinel-2

https://doi.org/10.22146/mgi.78136

Zainul Hidayah(1*), Herlambang Aulia Rachman(2), Abd Rahman As-Syakur(3)

(1) Fakultas Pertanian Universitas Trunojoyo Madura, Indonesia
(2) Fakultas Pertanian, Universitas Trunojoyo Madura, Indonesia
(3) Fakultas Kelautan dan Perikanan, Universitas Udayana, Indonesia
(*) Corresponding Author

Abstract


Abstrak. Pemetaan dan pemantauan kondisi hutan mangrove diperlukan untuk rehabilitasi dan konservasi lingkungan. Mangrove Health Index (MHI) menggunakan analisis citra satelit merupakan pendekatan baru yang bisa digunakan untuk mengetahui kualitas lingkungan ekosistem hutan mangrove. Penelitian ini bertujuan untuk untuk mengetahui struktur komunitas hutan mangrove dan melakukan analisis spasial-temporal MHI di kawasan pesisir Surabaya dan Sidoarjo menggunakan citra satelit. Data yang digunakan untuk analisis struktur komunitas mangrove pada penelitian ini adalah hasil pengamatan lapang di 10 transek. Untuk analisis MHI menggunakan citra Sentinel 2 perekaman tahun 2015, 2018, 2021. Hasil analisis menunjukkan bahwa spesies mangrove yang paling dominan di lokasi penelitian adalah Avicennia marina. Analisis citra satelit mendeteksi pertambahan luas mangrove yang signifikan dari tahun 2015 hingga 2021 yaitu lebih dari 500 Ha. Berdasarkan analisis MHI, terjadi perubahan positif dari kondisi hutan mangrove dominansi buruk (MHI<33%) pada tahun 2015 menjadi sedang (33,4%<MHI< 66,67%) hingga baik (MHI > 66,68%). Pertambahan luas hutan mangrove diiringi dengan perbaikan kondisi ekosistem dengan indikator meningkatnya MHI.

Abstract. Mapping and monitoring the condition of mangrove forests is needed for environmental rehabilitation and conservation. Mangrove Health Index (MHI) using satellite image analysis is a new approach that can be used to determine the environmental quality of mangrove forest ecosystems. This study aims to determine the structure of the mangrove forest community and conduct a spatial and temporal MHI analysis in the coastal areas of Surabaya and Sidoarjo. The data used in this study were the results of field observations on 10 transects. MHI analysis using Sentinel 2 imagery recorded in 2015, 2018, 2021. The results of the analysis show that the most dominant mangrove species in the research location is Avicennia marina. Analysis of satellite imagery detects a significant increase in mangrove area from 2015 to 2021, which is more than 500 Ha. Based on the MHI analysis, there was a positive change from poor dominant mangrove forest conditions (MHI <33%) in 2015 to moderate (33.4% < MHI < 66.67%) to good (MHI > 66.68%). The increase in the area of mangrove forests is accompanied by improvements in ecosystem conditions with indicators of increasing MHI.

 


Keywords


citra satelit; komunitas; mangrove; pemetaan; Sentinel

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References

Akbar, M. R., Arisanto, P. A. A., Sukirno, B. A., Merdeka, P. H., Priadhi, M. M., & Zallesa, S. (2020). Mangrove vegetation health index analysis by implementing NDVI classification method on sentinel-2 image data case study: Segara Anakan, Kabupaten Cilacap. IOP Conference Series: Earth and Environmental Science, 584(1), 1–7. https://doi.org/10.1088/1755-1315/584/1/012069

Alongi, D. M., Murdiyarso, D., Fourqurean, J. W., Kauffman, J. B., Hutahaean, A., Crooks, S., Lovelock, C. E., Howard, J., Herr, D., Fortes, M., Pidgeon, E., & Wagey, T. (2016). Indonesia’s blue carbon: a globally significant and vulnerable sink for seagrass and mangrove carbon. Wetlands Ecology and Management, 24(1), 3–13. https://doi.org/10.1007/s11273-015-9446-y

Baloloy, A. B., Blanco, A. C., Raymund Rhommel, R. R. C., & Nadaoka, K. (2020). Development and application of a new Mangrove Vegetation Index (MVI) for rapid and accurate mangrove mapping. ISPRS Journal of Photogrammetry and Remote Sensing, 166(1), 95–117. https://doi.org/10.1016/j.isprsjprs.2020.06.001

Chaube, N. R., Lele, N., Misra, A., Murthy, T. V. R., Manna, S., Hazra, S., ... & Samal, R. N. (2019). Mangrove species discrimination and health assessment using AVIRIS-NG hyperspectral data. Curr. Sci, 116(1136), 1136-1142.

Dharmawan, I. W. . (2021). Mangrove health index distribution on the restored post-tsunami mangrove area in Biak Island, Indonesia. IOP Conference Series: Earth and Environmental Science, 860(1), 1–7. https://doi.org/10.1088/1755-1315/860/1/012007

Fikri, A. S., Setiawan, F., Violando, W. A., Muttaqin, A., & Rahmawan, F. (2021). Analisis Penutupan Lahan menggunakan Google Earth Engine (GEE) dengan Metode Klasifikasi Terbimbing (Studi kasus: WIilayah Pesisir Kabupaten Lamongan, Provinsi Jawa Timur). Prosiding Forum, 1(1), 89–98. http://eprints.itn.ac.id/1418/

Fitriani, A. K. N., & Sunarto, S. (2015). Kajian Karakteristik Sedimen Di Muara Sungai Porong, Sidoarjo Terhadap Perkembangan Ekosistem Mangrove. Jurnal Bumi Indonesia, 5(2), 53–62.

Giri, C., Ochieng, E., Tieszen, L. L., Zhu, Z., Singh, A., Loveland, T., Masek, J., & Duke, N. (2011). Status and distribution of mangrove forests of the world using earth observation satellite data. Global Ecology and Biogeography, 20(1), 154–159. https://doi.org/10.1111/j.1466-8238.2010.00584.x

Giri, C. (2021). Recent advancement in mangrove forests mapping and monitoring of the world using earth observation satellite data. Remote Sensing, 13(4), 1–6. https://doi.org/10.3390/rs13040563

Halidah. (2014). Avicennia marina (Forssk.) Vierh Jenis Mangrove Yang Kaya Manfaat. Info Teknis Eboni, 11(No. 1), 37–44. http://balithutmakassar.org/wp-content/uploads/2014/11/04_Avicennia-Marina_Halidah.pdf

Hamuna, B., & Tanjung, R. H. R. (2018). Deteksi Perubahan Luasan Mangrove Teluk Youtefa Kota Jayapura Menggunakan Citra Landsat Multitemporal. Majalah Geografi Indonesia, 32(2), 115. https://doi.org/10.22146/mgi.33755

Harefa, M. S., Nasution, Z., Mulya, M. B., & Maksum, A. (2022). Mangrove species diversity and carbon stock in silvofishery ponds in Deli Serdang District, North Sumatra, Indonesia. Biodiversitas, 23(2), 655–662. https://doi.org/10.13057/biodiv/d230206

Hidayah, Z., Rosyid, D. M., & Armono, H. D. (2015). GIS application in monitoring distribution of mangrove ecosystem of Southern Madura. Ecology, Environment and Conservation, 21(1), 487–493.

Kawamuna, A., Suprayogi, A., & Wijaya, A. P. (2017). Analisis Kesehatan Hutan Mangrove Berdasarkan Metode Klasifikasi NDVI pada Citra Sentinel 2. Jurnal Geodesi, 6(2), 277–284.

Li, S. B., Chen, P. H., Huang, J. S., Hsueh, M. L., Hsieh, L. Y., Lee, C. L., & Lin, H. J. (2018). Factors regulating carbon sinks in mangrove ecosystems. Global Change Biology, 24(9), 4195–4210. https://doi.org/10.1111/gcb.14322

Maulani, A., Taufiq-SPJ, N., & Pratikto, I. (2021). Perubahan Lahan Mangrove di Pesisir Muara Gembong, Bekasi, Jawa Barat. Journal of Marine Research, 10(1), 55–63. https://doi.org/10.14710/jmr.v10i1.28396

Maulidiyah, R., Cahyono, B. E., & Nuhroho, A. T. (2017). Analisis Kesehatan Mangrove di Probolinggo Menggunakan Data Sentinel-2A. Natural, 5(2), 42-47.

Muhsoni, F. F., Sambah, A. B., Mahmudi, M., & Wiadnya, D. G. R. (2018). Comparison of Different Vegetation Indices for Assessing Mangrove Density Using Sentinel-2 Imagery. International Journal of GEOMATE, 14(45), 42–51. https://doi.org/10.21660/2018.45.7177

Nguyen, H. T. T., Hardy, G. E. S. J., Van Le, T., Nguyen, H. Q., Le, D. H., Van Nguyen, T., & Dell, B. (2021). Mangrove Dieback and Leaf Disease in Sonneratia apetala and Sonneratia caseolaris in Vietnam. Forests, 12(9). https://doi.org/10.3390/f1209127

Noor, Y. R., Khazali, M., & Suryadiputra, I. (2007). Guidebook for the Introduction of Mangroves in Indonesia (Second, Issue May). Wetlands International Indonesia Programme.

Nugroho, P. E. R., Suryanti, & Purnomo, P. W. (2020). Analysis of Changes in Mangrove Area in The North Coast of Central Java Province Indonesia. Saintek Perikanan: Indonesian Journal of Fisheries Science and Technology, 16(3), 208–218.

Nurdiansah, D., & Dharmawan, I. W. E. (2021). Spatial and Temporal Analysis for Mangrove Community Healthiness in Liki Island, Papua-Indonesia. IOP Conference Series: Earth and Environmental Science, 944(1). https://doi.org/10.1088/1755-1315/944/1/012017

Prasetya, J. D., Ambariyanto, Supriharyono, & Purwanti, F. (2017). Mangrove Health Index as Part of Sustainable Management in Mangrove Ecosystem at Karimunjawa National Marine Park Indonesia. Advanced Science Letters, 23(4), 3277–3282. https://doi.org/10.1166/asl.2017.9155

Prasetyo, A., Santoso, N., & Prasetyo, L. B. (2017). Kerusakan Ekosistem Mangrove di Kecamatan Ujung Pangkah Kabupaten Gresik Provinsi Jawa Timur. Jurnal Silvikultur Tropika, 8(2), 130–133. https://doi.org/10.29244/j-siltrop.8.2.130-133

Rahadian, A., Prasetyo, B., Setiawan, Y., Dan, ), & Wikantika, K. (2019). Tinjauan Historis Data dan Informasi Luas Mangrove Indonesia. Media Konservasi, 24(2), 163–178.

Razali, S. M., Nuruddin, A. A., & Lion, M. (2019). Mangrove Vegetation Health Assessment Based on Remote Sensing Indices for Tanjung Piai Malay Peninsular. Journal of Landscape Ecology(Czech Republic), 12(2), 26–40. https://doi.org/10.2478/jlecol-2019-0008

Roseana, B., & Putra, M. (2019). Analisis Kerapatan dan Perubahan Luas Lahan Mangrove Kabupaten Sidoarjo 2013-2017. Jurnal Geomaritim Indonesia, 1(2), 1–9. https://doi.org/.1037//0033-2909.I26.1.78

Schaduw, J. N. W. (2019). Struktur Komunitas dan Persentase Penutupan Kanopi Mangrove Pulau Salawati Kabupaten Kepulauan Raja Ampat Provinsi Papua Barat. Majalah Geografi Indonesia, 33(1), 26–34. https://doi.org/10.22146/mgi.34745

Schaduw, J. N. W., Bachmid, F., Reinhart, G., Lengkong, E. M., Maleke, D. C., Upara, U., Lasut, H. E., Mamesah, J., Azis, A., Tamarol, Y. L., Sulastri, H., Puteri, S. M. A., & Saladi, J. D. (2021). Mangrove Health Index and Carbon Potential of Mangrove Vegetation in Marine Tourism Area of Nusantara Dian Center Molas Village , Bunaken District , North Sulawesi Province. Spatial : Wahana Komunikasi Dan Informasi Geografi, 21(2), 9–15.

Setyadi, G., Pribadi, R., Wijayanti, D. P., & Sugianto, D. N. (2021). Mangrove Diversity and Community Structure of Mimika District, Papua, Indonesia. Biodiversitas, 22(8), 3562–3570. https://doi.org/10.13057/BIODIV/D220857

Shiau, Y. J., & Chiu, C. Y. (2020). Biogeochemical Processes of C and N in The Soil of Mangrove Forest Ecosystems. Forests, 11(5), 1–15. https://doi.org/10.3390/F11050492

Subiandono, E., Bismark, M., Heriyanto, N. M., Gunung, J., No, B., Box, P. O., & Bogor, F. (2013). Kemampuan Avicennia marina dan Rhizopora apiculata dalam Penyerapan Polutan Logam Berat. Jurnal Penelitian Hutan dan Konservasi Alam, 10(1), 93–102. http://balithutmakassar.org/wp-content/uploads/2014/11/04_Avicennia-Marina_Halidah.pdf

Sugiana, I. P., Agung, A., Andiani, E. K. A., Ayu, I. G., Pradnyandari, I., Gede, I. W., Karang, A., As-syakur, A. B. D. R., & Dharmawan, I. W. E. K. A. (2022). Spatial Distribution of Mangrove Health Index on Three Genera Dominated Zones In Benoa Bay , Bali , Indonesia. Biodiversitas, 23(7), 3407–3418. https://doi.org/10.13057/biodiv/d230713

Sukojo, B. M., & Arindi, Y. N. (2019). Analisa Perubahan Kerapatan Mangrove Berdasarkan Nilai Normalized Difference Vegetation Index Menggunakan Citra Landsat 8 (Studi Kasus: Pesisir Utara Surabaya). Geoid, 14(2), 1. https://doi.org/10.12962/j24423998.v14i2.3874

Suryono, S., Soenardjo, N., Wibowo, E., Ario, R., & Rozy, E. F. (2018). Estimasi Kandungan Biomassa dan Karbon di Hutan Mangrove Perancak Kabupaten Jembrana, Provinsi Bali. Buletin Oseanografi Marina, 7(1), 1. https://doi.org/10.14710/buloma.v7i1.19036

Suwanto, A., Takarina, N. D., Koestoer, R. H., & Frimawaty, E. (2021). Diversity, Biomass, Covers, and NDVI of Restored Mangrove Forests In Karawang and Subang Coasts, West Java, Indonesia. Biodiversitas, 22(9), 4115–4122. https://doi.org/10.13057/biodiv/d220960

Syamsu, I. F., Nugraha, A. Z., Nugraheni, C. T., & Wahwakhi, S. (2018). Kajian Perubahan Tutupan Lahan di Ekosistem Mangrove Pantai Timur Surabaya. Jurnal Media Konservasi, 23(2), 122–131.

Theresia, Boer, M., & Pratiwi, N. T. . (2016). Sustainability Status of Mangrove Ecosystem Management in Sembilang National Park, Banyuasin Regency, South Sumatera Province. Jurnal Ilmu Dan Teknologi Kelautan Tropis, 7(2), 703–714. https://doi.org/10.29244/jitkt.v7i2.11120

Wang, D., Wan, B., Qiu, P., Su, Y., Guo, Q., Wang, R., ... & Wu, X. (2018). Evaluating the Performance Of Sentinel-2, Landsat 8 And Pléiades-1 In Mapping Mangrove Extent and Species. Remote Sensing, 10(9), 2-27.

Wilujeng, A. D., Firdaus, H. G., Arianti, I., Armelita, A., Studi, P., Informasi, S., Indonesia, U. P., No, J. S., Bandung, K., & Barat, J. (2022). Analisis Perubahan Luasan Vegetasi Mangrove Berdasarkan Penginderaan Jauh di Kawasan Muara Angke Indonesia Pena Akuatika, 21(1), 53–64.



DOI: https://doi.org/10.22146/mgi.78136

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