Estimation of Mangrove Carbon Stock Using Normalized Difference Vegetation Index (NDVI) in Probolinggo, East Java

Dea Vega Emelia(1*),

(1) University of Brawijaya
(*) Corresponding Author

Abstract


Probolinggo has the characteristics of the north coast of Java with large mangrove potential.  The total area of mangrove forest in Probolinggo is 476.6 ha with a research area of 75 ha covering Pilang, Ketapang, and Pesisir villages. This study aims to estimate the amount of mangrove carbon stock using Normalized Difference Vegetation Index (NDVI) from sentinel-2 data as a vegetation index. A Sampling of data was carried out using a stratified random sampling method and the data collected included trunk diameter, tree height, and mangrove identification using Mongmang software. There were six mangrove species, Rhizophora apiculate, Rhizophora mucronata, Rhizophora stylosa, Avicennia marina, Avicennia alba, and Soneratia alba. The results of the estimated carbon stock are divided into 4 classes from low to high which are marked in green to red. The value of carbon stock ranged from 95.96 tons/ha to 7089.50 tons/ha.  The results obtained by Pilang Village have high biomass and carbon stock values marked in red on the map. The results of the accuracy-test using standard error estimation (SE) get a small accuracy result of 10%.

Keywords


Carbon Stock, Mangrove, NDVI, Probolinggo

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References


Apriyono, A., and Abdullah T. (2013). “Analisa Overreaction Pada Saham Perusahaan Manufaktur Di Bursa Efek Indonesia (BEI) Periode 2005-2009.†Jurnal Nomina 2(2).

Fletcher, K. (2012). “Sentinel-2 ESA Optic High-Resolution Mission for GMES Operational Service.†ESA Communications.

Forestriko, Hernandea F., and Hartono. (2016). “Pemanfaatan Citra Landsat 8 Untuk Estimasi Stok Karbon Hutan Mangrove di Kawasan Segara Anakan Cilacap Jawa Tengah.†10.

Frananda, Hendry, Hartono, and Retnadi H. Jatmiko. (2015). “Komparasi Indeks Vegetasi Untuk Estimasi Stok Karbon Hutan Mangrove Kawasan Segoro Anak Pada Kawasan Taman Nasional Alas Purwo Banyuwangi, Jawa Timur.†Majalah Ilmiah Globe 17(2):113–23.

Hartoko, Agus, Ignatius B.H, and Angela M. D. Widayanti. (2013). “Perubahan Luasan Hutan Mangrove Di Pulau Parang, Kepulauan Karimunjawa Menggunakan Citra Satelit.†Journal of Management of Aquatic Resource 2(2):19–27.

Heriyanto, N. M., and Endro S. (2016). “Peran Biomassa Mnagrove Dalam Menyimpan Karbon Di Kubu Raya, Kalimantan Barat.†Jurnal Analisa Kebijakan 13(1):1–12.

Iswandar, Meivi, Irma D., and Viqqi, K. (2017). “Dugaan Serapan Karbon Pada Vegetasi Mangrove Di Kawasan Mangrove Gempong Iboih, Kecamatan Sukakarya, Kota Sebang.†Jurnal Ilmiah Mahasiswa Kelautan Dan Perikanan Unsyiah 2(4):512–18.

Komiyama, A., Sasitorn P., and Shogo K. (2005). “Common Allometric Equations for Estimating The Tree Weight of Mangroves.†Jurnal of Tropical Ecology 21(04):471–77. doi: 10.1017/S0266467405002476.

Maskur, F. (2021). “Pulihkan Ekosistem Pesisir, Ini Target Tanam Mangrove 2021 | Ekonomi.†Bisnis.Com. Retrieved March 20, 2021 (https://ekonomi.bisnis.com/read/20210116/99/1343873/pulihkan-ekosistem-pesisir-ini-target-tanam-mangrove-2021).

Muarif. (2017). “Karakteristik Ekosistem Mangrove Di Kawasan Pesisir Kabupaten Natuna.†Jurnal Mina Sains 3(2).

National Geography. (2021). “Effect of Global Warming.â€

Purnamasari, E., Muhammad K., and Pramaditya, W. (2021). “Comparison of Vegetation Indices for Estimating Above-Ground Mangrove Carbon Stocks Using PlanetScope Image.†Regional Studi in Marine Science 44.

Rahmattin, Nur Al Fina Eka, and Zainul, H. (2020). “Analisis Ketersediaan Stok Karbon Pada Mangrove Di Pesisir Surabaya, JawaTimur.†Juvenil 1(1).

Santos, Rafael M., Bakhshoodeh R. (2021). Climate Change/Global Warming/Climate Emergency verus general climate research: comparative bibliometric trends of publications. Heliyon 7.

Setiawan, H. (2013). “Status Ekologi Hutan Mangrove Pada Berbagai Tingkat Ketebalan.†Jurnal Penelitian Kehutanan Wallacea 2(2):104–20. doi: 10.18330/jwallacea.2013.vol2iss2pp104-120.

SNI 7724:2011. (2011). “Pengukuran Dan Penghitungan Cadangan Karbon –Pengukuran Lapangan Untuk Penaksiran Cadangan Karbon Hutan (Ground Based Forest Carbon Accounting).†Badan Standardisasi Nasional.

Triana, V. (2008). “Pemanasan Global.†Jurnal Kesehatan Masyarakat Andalas 2(2).

Ulfa, K., Fadila, M., Danang S. C., Kuncoro, A.P, Masnita I.O, and Kiki W.V.D. (2019). “Analisa Pola Spektral Citra Sentinel-2 (Spectral Analysis Of Sentinel-2 Images).†Berita Dirgantara 20(2):38–46.

Utari, D., Muhammad, K., and Frida, S. (2020). “Above Ground Biomassa Estimation of Mangrove Using Wolrdview-2 Imagery in Perancak Estuari, Bali.†OP Conf. Series: Earth and Environmental Science 500. doi: 10.1088/1755-1315/500/1/012011.

Verisandria, R., Joshian, S., Calvyn, S., Medy, O., Antonius, R., and Jety, R. (2018). “Estimasi potensi karbon pada sedimen ekosistem mangrove di pesisir Taman Nasional Bunaken bagian utara.†JURNAL PESISIR DAN LAUT TROPIS 6(1):81. doi: 10.35800/jplt.6.1.2018.20567.

Wibisono, G. n.d. “Penaksiran Volume Pohon Komersil Melalui Metode Penarikan Acak Berlapis (Stratified Random Sampling) Berdasarkan Kelas Lereng Dan Kerapatan Tegakan Di PT. Limbang Genaca.†Jurnal Hutan Tropis 2(2):65–69.

Wicaksono, P., Projo, D., Hartono, H., and Udi, M. N. (2011). “Preliminary Work of Mangrove Ecosystem Carbon Stock Mapping in Small Island Using Remote Sensing:Above and Below Ground Carbon Stock Mapping on Medium Resolution Satellite Image.†The International Society for Optical Engineering 8174(1B). doi: 10.1117/12.897926.




DOI: https://doi.org/10.31327/gsej.v3i2.1689

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