Species-specific and landscape carbon storage analysis of mangrove forest in Segara Anakan Lagoon, Cilacap, Central Java, Indonesia

##plugins.themes.bootstrap3.article.main##

ENDANG HILMI
HENDRAYANA
SESILIA RANI SAMUDRA
NABELA FIKRIYYA
TEUKU JUNAIDI
TRI NUR CAHYO
NAFSHA ATIKA PUTRI
AFIDA NADZIROTUL UMMAH

Abstract

Abstract. Hilmi E, Hendrayana, Samudra SR, Fikriyya N, Junaidi T, Cahyo TN, Putri NA, Ummah AN. 2024. Species-specific and landscape carbon storage analysis of mangrove forest in Segara Anakan Lagoon, Cilacap, Central Java, Indonesia. Biodiversitas 25: 2748-2755. Mangrove forests are one of the world's largest carbon pools. However, each mangrove species has a different capacity to sequester and store carbon in its biomass. Therefore, at the landscape scale, there are also differences in carbon storage and percent carbon between habitat sites influenced by dominant species and stand density due to differences in environmental conditions. This study aims to analyze each mangrove species' percent carbon and carbon storage and develop a mangrove landscape in Segara Anakan Lagoon, Cilacap District, Central Java Province, Indonesia. This study used destructive methods to collect mangrove samples. The percentage of carbon of each species was analyzed using a formulation of volatile and ash values, while carbon stock for each species was estimated using allometric equations. Landscape analysis of carbon stocks was based on mangrove stand density. The results showed that the carbon percentage of mangrove species averaged between 42.48-53.34% with Rhizophora spp. (R. apiculata, R. mucronata and R. stylosa) and Bruguiera gymnorrhiza having the highest carbon percentage of 47.1-55.6%, followed by Sonneratia spp. and Avicennia with 43.0-48.6%, Ceriops spp., Aegiceras spp., Heritiera littoralis and Xylocarpus spp. with 43.0-48.2%, and Nypa fruticans had the lowest carbon percentage with 39.1-41.0%. At the landscape scale, Segara Anakan had mangrove biomass between 34.83-786.61 tons/ha with carbon stock between 7.85-186.09 tons C/ha. Based on percent carbon, the mangrove landscape in Segara Anakan was dominated by B. gymnorrhiza, R. apiculata, R. stylosa, Ceriops tagal, and R. mucronata. Avicennia marina, Aegiceras corniculatum, N. fruticans, R. apiculata, and Sonneratia alba dominated mangrove landscapes based on carbon storage. The results of this study indicate that carbon storage in mangrove ecosystems is important to support carbon conservation because it has a high percentage of carbon and large carbon storage.

##plugins.themes.bootstrap3.article.details##

References
Abdullah MM, Lee SY. 2017. Structure of mangrove meiofaunal assemblages associated with local sediment conditions in subtropical Eastern Australia. Estuar Coast Shelf Sci 198 (Part B): 438-449. DOI: 10.1016/j.ecss.2016.10.039.
Adame MF, Cherian S, Reef R, Stewart-Koster B. 2017. Mangrove root biomass and the uncertainty of belowground carbon estimations. For Ecol Manag 403: 52-60. DOI: 10.1016/j.foreco.2017.08.016.
Alviana D, Anggraini R, Hidayati JR, Karlina I, Lestari F, Apdillah D, Syakti AD, Sihite D. 2023. The estimation of carbon storage in mangrove ecosystem in Pegudangan Village, Teluk Sebong, Bintan. Jurnal Kelautan Tropis 26 (3): 464-472. DOI: 10.14710/jkt.v26i3.18326. [Indonesian]
Azizah M, Ardli ER, Sudiana E. 2017. Analysis of mangrove forest carbon stocks at various levels of damage in Segara Anakan Cilacap. Sains Natural 3 (2): 161-172. DOI: 10.31938/jsn.v3i2.66. [Indonesian]
Azman MS, Sharma S, Shaharudin MAM, Hamzah ML, Adibah SN, Zakaria RM, MacKenzie RA. 2021. Stand structure, biomass and dynamics of naturally regenerated and restored mangroves in Malaysia. For Ecol Manag 482: 118852. DOI: 10.1016/j.foreco.2020.118852.
Bolivar JM, Gutierrez-Velez VH, Sierra CA. 2018. Carbon stocks in aboveground biomass for Colombian mangroves with associated uncertainties. Reg Stud Mar Sci 18: 145-155. DOI: 10.1016/j.rsma.2017.12.011.
Cahyo TN, Hartoko A, Muskananfola MR, Haeruddin, Hilmi E. 2024. Mangrove density and delta formation in Segara Anakan Lagoon as an impact of the riverine sedimentation rate. Biodiversitas 25 (3): 1276-1285. DOI: 10.13057/biodiv/d250344.
Cameron C, Hutley LB, Friess DA, Brown B. 2019. High greenhouse gas emissions mitigation benefits from mangrove rehabilitation in Sulawesi. Indonesia. Ecosyst Serv 40: 101035. DOI: 10.1016/j.ecoser.2019.101035.
Castillo JAA, Apan AA, Maraseni TN, Salmo SG. 2017. Soil C quantities of mangrove forests, their competing land uses, and their spatial distribution in the coast of Honda Bay, Philippines. Geoderma 293: 82-90. DOI: 10.1016/j.geoderma.2017.01.025.
Chabi A, Lautenbach S, Orekan VOA, Kyei-Baffour N. 2016. Allometric models and aboveground biomass stocks of a West African Sudan Savannah watershed in Benin. Carbon Balance Manag 11 (1): 16. DOI: 10.1186/s13021-016-0058-5.
Chen C, Ma Y, Yu D, Hu Y, Ren L. 2024. Tracking annual dynamics of carbon storage of salt marsh plants in the Yellow River Delta National Nature Reserve of China based on sentinel-2 imagery during 2017-2022. Intl J Appl Earth Observ Geoinfor 130: 103880. DOI: 10.1016/j.jag.2024.103880.
Cohen R, Kaino J, Okello JA, Bosire JO, Kairo JG, Huxham M, Mencuccini M. 2013. Propagating uncertainty to estimates of above-ground biomass for Kenyan mangroves: A scaling procedure from tree to landscape level. For Ecol Manag 310: 968-982. DOI: 10.1016/j.foreco.2013.09.047.
Cooray PLIGM, Jayawardana DT, Gunathilake BM, Pupulewatte PGH. 2021. Characteristics of tropical mangrove soils and relationships with forest structural attributes in the northern coast of Sri Lanka. Reg Stud Mar Sci 44: 101741. DOI: 10.1016/j.rsma.2021.101741.
Dai Z, Trettin CC, Frolking S, Birdsey RA. 2018. Mangrove carbon assessment tool: Model development and sensitivity analysis. Estuar Coast Shelf Sci 208: 23-35. DOI: 10.1016/j.ecss.2018.04.035.
Datta D, Deb S. 2017. Forest structure and soil properties of mangrove ecosystems under different management scenarios: Experiences from the intensely humanized landscape of Indian Sunderbans. Ocean Coast Manag 140: 22-33. DOI: 10.1016/j.ocecoaman.2017.02.022.
Deng R, Yang G, Wang W, Li Y, Zhang X, Hu F, Guo Q, Jia M. 2024. A new method of estimating shelterbelt carbon storage on the regional scale: Combined the single tree carbon storage with tree numbers. Ecol Indic 163: 112071. DOI: 10.1016/j.ecolind.2024.112071.
Doughty CL, Langley JA, Walker WS, Feller IC, Schaub R, Chapman SK. 2016. Mangrove range expansion rapidly increases coastal wetland carbon storage. Estuar Coasts 39: 385-396. DOI: 10.1007/s12237-015-9993-8.
Dutc? I, Mather R, Iora? F. 2020. Sampling trees to develop allometric biomass models: How does tree selection a ff ect model prediction accuracy and precision?? Ecol Indic 117: 106553. DOI: 10.1016/j.ecolind.2020.106553.
Fatoyinbo T, Simard M. 2011. Remote Sensing of Mangrove Structure and Biomass. Workshop on Tropical Wetland Ecosystems on Indonesia: Science Needs to Address Climate Change Adaption and Mitigation. Sanur Beach Hotel, Bali, 11?14th April 2011. [Indonesian]
Fatoyinbo TE, Simard M, Washington-Allen RA, Shugart HH. 2008. Landscape-scale extent, height, biomass, and carbon estimation of Mozambique’s mangrove forests with Landsat ETM+ and Shuttle Radar Topography Mission elevation data. J Geophys Res: Biogeosci 113 (G2): G02S06. DOI: 10.1029/2007JG000551.
Hartoko A, Chayaningrum S, Febrianti DA, Ariyanto D, Suryanti. 2015. Carbon biomass algorithms development for mangrove vegetation in Kemujan, Parang Island Karimunjawa National Park and Demak Coastal Area - Indonesia. Procedia Environ Sci 23: 39-47. DOI: 10.1016/j.proenv.2015.01.007.
Hilmi E, Amron A, Christianto D. 2022a. The potential of high tidal flooding disaster in North Jakarta using mapping and mangrove relationship approach. IOP Conf Ser Earth Environ Sci 989: 012001. DOI: 10.1088/1755-1315/989/1/012001.
Hilmi E, Amron A, Sari LK, Cahyo TN, Siregar AS. 2021a. The mangrove landscape and zonation following soil properties and water inundation distribution in Segara Anakan Cilacap. Jurnal Manajemen Hutan Tropika 27 (3): 152-164. DOI: 10.7226/jtfm.27.3.152.
Hilmi E, Anwar N, Santosa I, Mahdiana A, Rachman TM, Wardoyo T. 2024a. Mangrove landscaping as an adaptation pattern to reduce the impact of climate change in Segara Anakan Lagoon, Cilacap Regency Indonesia. Baghdad Sci J 21: 338-357. DOI: 10.21123/bsj.2023.8828.
Hilmi E, Junaidi T, Mahadiana A, Dewi R. 2023a. The ecological risk assessment of mercury contaminant in a mangrove ecosystem of the Segara Anakan Cilacap. Indonesia. Bagdhad Sci J 20: 1266-1282. DOI: 10.21123/bsj.2023.7455.
Hilmi E, Junaidi T, Mahdiana A, Prayogo NA, Dewi R, Rahayu S. 2024b. The specific ordination and clustering of mangrove ecosystem in Segara Anakan. Indones J For Res 11 (1): 47-63. DOI: 10.59465/ijfr.2024.11.1.47-63.
Hilmi E, Parengrengi, Vikaliana R, Kusmana C, Iskandar, Sari LK, Setijanto. 2017. The carbon conservation of mangrove ecosystem applied REDD program. Reg Stud Mar Sci 16: 152-161. DOI: 10.1016/j.rsma.2017.08.005.
Hilmi E, Prayogo NA, Junaidi T, Mahdiana A, Fikriyya N. 2023b. Adaptive pattern of mangrove species and the mangrove landscaping in the heavy metal polluted area of Eastern Segara Anakan Lagoon, Indonesia. Biodiversitas 24 (5): 2927-2937. DOI: 10.13057/biodiv/d240548.
Hilmi E, Sari LK, Amron A. 2019a. Mangrove distribution and environmental factors in Cilacap Segara Anakan Mangrove Ecosystem. Prosiding Seminar Nasional ”Pengembangan Sumber Daya Perdesaan dan Kearifan Lokal Berkelanjutan IX” 19-20 November 2019. [Indonesian]
Hilmi E, Sari LK, Cahyo TN, Kusmana C, Suhendang E. 2019b. Carbon sequestration of mangrove eosystem in Segara Anakan Lagoon, Indonesia. Biotropia 26: 181-190. DOI: 10.11598/btb.2019.26.3.1099.
Hilmi E, Sari LK, Cahyo TN, Muslih, Mahdiana A, Samudra SR. 2021b. The affinity of mangrove species using Association and Cluster Index in North Coast of Jakarta and Segara Anakan of Cilacap, Indonesia. Biodiversitas 22 (7): 2907-2918. DOI: 10.13057/biodiv/d220743.
Hilmi E, Sari LK, Mahdiana A, Junaidi T, Muslih, Samudra SR, Prayogo NA, Baedowi M, Cahyo TN, Putra RRD, Sari FA. 2022b. Mapping of mangrove ecosystem in Segara Anakan Lagoon using Normalized Different Vegetation Index and Dominant Vegetation Index. Omni-Akuatika 18 (2): 165-178. DOI: 10.20884/1.oa.2022.18.2.926.
Hilmi E, Sari LK, Siregar AS, Sulistyo I, Mahdiana A, Junaedi T, Muslih, Pertiwi RPC, Samudra SR, Prayogo NA. 2021c. Tannins in mangrove plants in Segara Anakan Lagoon, Central Java, Indonesia. Biodiversitas 22 (8): 3508-3516. DOI: 10.13057/biodiv/d220850.
Hilmi E. 2018. Mangrove landscaping using the modulus of elasticity and rupture properties to reduce coastal disaster risk. Ocean Coast Manag 165: 71-79. DOI: 10.1016/j.ocecoaman.2018.08.002.
Kandasamy K, Rajendran N, Balakrishnan B, Thiruganasambandam R, Narayanasamy R. 2021. Carbon sequestration and storage in planted mangrove stands of Avicennia marina. Reg Stud Mar Sci 43: 101701. DOI: 10.1016/j.rsma.2021.101701.
Karl DM, Church MJ. 2017. Ecosystem structure and dynamics in the North Pacific Subtropical Gyre: New views of an old ocean. Ecosystems 20: 433-457. DOI: 10.1007/s10021-017-0117-0.
Komiyama A, Ong J.E, Poungparn S. 2008. Allometry, biomass, and productivity of mangrove forests: A review. Aquat Bot 89: 128-137. DOI: 10.1016/j.aquabot.2007.12.006.
Komiyama A, Poungparn S, Kato S. 2005. Common allometric equations for estimating the tree weight of mangroves. J Trop Ecol 21: 471-477. DOI: 10.1017/S0266467405002476.
Lai Y, Liu X, Fisk C, Davies M, Wang Y, Yang J, du Plessis C, Cotton L, Zhang Y, Willmott J. 2023. Combustion inhibition of biomass charcoal using slaked lime and dolime slurries. Fire Saf J 140: 103841. DOI: 10.1016/j.firesaf.2023.103841.
Lei P, Zhong H, Duan D, Pan K. 2019. A review on mercury biogeochemistry in mangrove sediments: Hotspots of methylmercury production? Sci Total Environ 680: 140-150. DOI: 10.1016/j.scitotenv.2019.04.451.
Li C, Wang F, Yang P, Wang F-C, Hu Y-Z, Zhao Y-L, Tian L-Z, Zhao R-B. 2024. Mangrove wetlands distribution status identification, changing trend analyzation and carbon storage assessment of China. China Geol 7 (1): 1-11. DOI: 10.31035/cg2023049.
Li S, Zhu Z, Deng W, Zhu Q, Xu Z, Peng B, Guo F, Zhang Y, Yang Z. 2024. Estimation of aboveground biomass of different vegetation types in mangrove forests based on UAV remote sensing. Sustain Horizons 11: 100100. DOI: 10.1016/j.horiz.2024.100100.
Liu J, Sleeter BM, Zhu Z, Heath LS, Tan Z, Wilson TS, Sherba J, Zhou D. 2016. Estimating carbon sequestration in the piedmont ecoregion of the United States from 1971 to 2010. Carbon Balance Manag 11 (1): 10. DOI: 10.1186/s13021-016-0052-y.
Liu Y, Liu H, Xu W, Wang L, Wang Q, Ou G, Wu M, Hong Z. 2024. Advances and challenges of carbon storage estimation in tea plantation. Ecol Inform 81: 102616. DOI: 10.1016/j.ecoinf.2024.102616.
Lulandala L, Bargués-Tobella A, Masao CA, Nyberg G, Ilstedt U. 2023. The size of clearings for charcoal production in miombo woodlands affects soil hydrological properties and soil organic carbon. For Ecol Manag 529: 120701. DOI: 10.1016/j.foreco.2022.120701.
Malakini M, Makungwa S, Mwase W, Maganga AM. 2020. Allometric models for estimating above- and below- ground tree carbon for community managed miombo woodlands: A case of Miyobe village forest area in northern Malawi. Trees For People 2: 100024. DOI: 10.1016/j.tfp.2020.100024.
Mukherjee J, Ray S. 2012. Carbon cycling from mangrove litter to the adjacent Hooghly estuary, India - A modelling study. Procedia Environ Sci 13: 391-413. DOI: 10.1016/j.proenv.2012.01.036.
Nascimento MN, Beltran J, Bressers C, van Delft J, Vermeulen J, de Ron S, Bruijn A, Raczka MF, Maezumi SY, Gosling WD, Bush MB, McMichael CNH. 2023. Charcoal abundance measurements are affected by freeze-drying. Palaeogeogr Palaeoclimatol Palaeoecol 629: 111790. DOI: 10.1016/j.palaeo.2023.111790.
Njana MA. 2020. Structure, growth, and sustainability of mangrove forests of mainland Tanzania. Glob Ecol Conserv 24: e01394. DOI: 10.1016/j.gecco.2020.e01394.
Owuor MA, Mulwa R, Otieno P, Icely J, Newton A. 2019. Valuing mangrove biodiversity and ecosystem services: A deliberative choice experiment in Mida Creek, Kenya. Ecosyst Serv 40: 101040. DOI: 10.1016/j.ecoser.2019.101040.
Pearson TRH, Brown S, Murray L, Sidman G. 2017. Greenhouse gas emissions from tropical forest degradation: An underestimated source. Carbon Balance Manag 12: 3. DOI: 10.1186/s13021-017-0072-2.
Perera KARS, De Silva KHWL, Amarasinghe MD. 2018. Potential impact of predicted sea level rise on carbon sink function of mangrove ecosystems with special reference to Negombo estuary, Sri Lanka. Glob Planet Change 161: 162-171. DOI: 10.1016/j.gloplacha.2017.12.016.
Piponiot C, Cabon A, Descroix L, Dourdain A, Mazzei L, Ouliac B, Rutishauser E, Sist P, Hérault B. 2016. A methodological framework to assess the carbon balance of tropical managed forests. Carbon Balance Manag 11 (1): 15. DOI: 10.1186/s13021-016-0056-7.
Ray R, Majumder N, Chowdhury C, Jana TK. 2012. Wood chemistry and density: An analog for response to the change of carbon sequestration in mangroves. Carbohydr Polym 90 (1): 102-108. DOI: 10.1016/j.carbpol.2012.05.001.
Sasaki N, Chheng K, Mizoue N, Abe I, Lowe AJ. 2016. Forest reference emission level and carbon sequestration in Cambodia. Glob Ecol Conserv 7: 82-96. DOI: 10.1016/j.gecco.2016.05.004.
Selvaraj JJ, Pérez BEG. 2023. Estimating mangrove aboveground biomass in the Colombian Pacific coast: A multisensor and machine learning approach. Heliyon 9 (11): e20745. DOI: 10.1016/j.heliyon.2023.e20745.
Sharafatmandrad M, Mashizi AK. 2020. Investigating distribution of ecosystem services in rangeland landscapes: An approach based on weighted key functional traits. Ecol Indic 111: 105971. DOI: 10.1016/j.ecolind.2019.105971.
Sharma S, MacKenzie RA, Tieng T, Soben K, Tulyasuwan N, Resanond A, Blate G, Litton CM. 2020. The impacts of degradation, deforestation and restoration on mangrove ecosystem carbon stocks across Cambodia. Sci Total Environ 706: 135416. DOI: 10.1016/j.scitotenv.2019.135416.
Sitoe AA, Mandlate LJC, Guedes BS. 2014. Biomass and carbon stocks of Sofala Bay Mangrove Forests. Forests 5 (8): 1967-1981. DOI: 10.3390/f5081967.
Sleeter R, Sleeter BM, Williams B, Hogan D, Hawbaker T, Zhu Z. 2017. A carbon balance model for the great dismal swamp ecosystem. Carbon Balance Manag 12 (1): 2. DOI: 10.1186/s13021-017-0070-4.
Soares RHRdeM, Assunção CAde, Fernandes FdeO, Marinho-Soriano E. 2018. Identification and analysis of ecosystem services associated with biodiversity of saltworks. Ocean Coast Manag 163: 278-284. DOI: 10.1016/j.ocecoaman.2018.07.007.
Subandriyo, Setianingsih NI. 2016. Extraction process for reducing tannin of Mangrove fruit [Bruguiera gumnorrhiza (Lamarck. 1798)] as a raw material for food flour. Aquat Procedia 7: 231-235. DOI: 10.1016/j.aqpro.2016.07.032.
Sugiatmo, Poedjirahajoe E, Pudyatmoko S, Purwanto RH. 2023. Carbon stock at several types of mangrove ecosystems in Bregasmalang, Central Java, Indonesia. Biodiversitas 24 (1): 182-191. DOI: 10.13057/biodiv/d240122.
Swangjang K, Panishkan K. 2021. Assessment of factors that influence carbon storage: An important ecosystem service provided by mangrove forests. Heliyon 7 (12): e08620. DOI: 10.1016/j.heliyon.2021.e08620.
Wintah, Kiswanto, Hilmi E, Sastranegara MH. 2023. Mangrove diversity and its relationships with environmental conditions in Kuala Bubon Village, West Aceh, Indonesia. Biodiversitas 24 (8): 4599-4605. DOI: 10.13057/biodiv/d240864.
Xiong Y, Liao B, Proffitt E, Guan W, Sun Y, Wang F, Liu X. 2018. Soil carbon storage in mangroves is primarily controlled by soil properties: A study at Dongzhai Bay, China. Sci Total Environ 619-620: 1226-1235. DOI: 10.1016/j.scitotenv.2017.11.187.
Zhu X, Pan J, Wu X. 2024. Impact of agricultural irrigation and resettlement practices on carbon storage in arid inland river basins: A case study of the Shule river basin. Heliyon 10 (3): e25305. DOI: 10.1016/j.heliyon.2024.e25305.

Most read articles by the same author(s)