Mangrove zonation, community structure and healthiness in Kei Islands, Maluku, Indonesia

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I WAYAN EKA DHARMAWAN
https://orcid.org/0000-0002-5385-4718
JEVERSON RENYAAN
DONI NURDIANSAH

Abstract

Abstract. Dharmawan IWE, Renyaan J, Nurdiansah D. 2022. Mangrove zonation, community structure and healthiness in Kei Islands, Maluku, Indonesia. Biodiversitas 23: 4918-4927. Forest structure and quality were studied in an archipelagic site in Indonesia which consists of estuarine and oceanic mangrove habitats. This study aimed to determine mangrove structure and estimate the spatial distribution of forest healthiness along the zones dominated by different genera. Forest zones were investigated using the Random Forest method utilizing a cloud-free Harmonized Sentinel-2A-Surface Reflectance image. Community structure measurement followed a stratified purposive sampling design along forest zonation. A spatial-based mangrove health index (MHI) model was applied to analyze forest healthiness distribution in each zone. Mangrove area was clearly classified into six genera-dominated zones such as Sonneratia, Rhizophora, Bruguiera, Ceriops, Xylocarpus and Lumnitzera from seaward to landward. The Rhizophora zone had the most extensive area proportion at approximately 68% of the total mangrove area. This study revealed that S. alba species dominated in the outmost zone at about 200% of IVI, while X. granatum and C. tagal were calculated in a larger IVI value in the more landward area. On the other hand, R. stylosa had a majority species composition in Rhizophora forest. According to spatial analysis of MHI, most zones had a majority area of excellent condition, emphasizing that the entire mangrove forest was pristine.

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References
Adame MF, Reef R, Santini NS, Najera E, Turschwell MP, Hayes MA, Masque P, Lovelock CE. 2021. Mangroves in arid regions: Ecology, threats, and opportunities. Estuarine Coast Shelf Sci 248:106796. DOI: 10.1016/j.ecss.2020.106796
Akbar N, Baksir A, Tahir I, Arafat D. 2016. Community structure of mangrove in Mare Island, Tidore City, Maluka Utara Province. J of Aquat Coast and Fish Sci 5(3): 133-142. DOI:10.13170/depik.5.3.5578
Andiani AAE, Karang IWGA, Putra ING, Dharmawan IWE. 2021. Relationship among mangrove stand structure parameters in estimating the community scale of aboveground carbon stock. J Mar Sci Technol 13 (3): 485-498. DOI: 10.29244/jitkt. v13i3.36363
Alongi DM. 2020. Global significance of mangrove blue carbon in climate change mitigation. Sci 2(3): 1-15. DOI: 10.3390/sci2030067
Baksir A, Akbar N, Tahir I, Haji I, Ahmad M, Kotta R. 2018. Struktur komunitas hutan mangrove di Pulau Sibu Kota Tidore Kepulauan Provinsi Maluku Utara. J Enggano 3(2): 178-196. DOI: 10.31186/jenggano.3.2.178-196
Barik J, Mukhopadhyay A, Ghosh T, Mukhopadhyay SK, Chowdhury SM, Hazra S. 2018. Mangrove species distribution and water salinity: An indicator species approach to Sundarban. J Coast Conserv 22(2): 361-368. DOI:10.1007/s11852-017-0584-7
Bathmann J, Peters R, Reef R, Berger U, Walther M, Lovelock CE. 2021. Modelling mangrove forest structure and species composition over tidal inundation gradients: The feedback between plant water use and porewater salinity in an arid mangrove ecosystem. Agric For Meteorol 308(15): 108547. DOI: 10.1016/j.agrformet.2021.108547
Besset M, Gratiot N, Anthony EJ, Bouchette F, Goichot M, Marchesiello P. 2019. Mangroves and shoreline erosion in the Mekong River delta, Vietnam. Estuarine. Coast Shelf Sci 226: 106263. DOI: 10.1016/j.ecss.2019.106263
Chowdhury R, Sutradhar T, Begam M, Mukherjee C, Chatterjee K, Basak SK, Ray K. 2019. Effects of nutrient limitation, salinity increase, and associated stressors on mangrove forest cover, structure, and zonation across Indian Sundarbans. Hydrobiologia 842(1):191-217. DOI: 10.1007/s10750-019-04036-9
Costa P, Dórea A, Mariano-Neto E, Barros F. 2015. Are there general spatial patterns of mangrove structure and composition along estuarine salinity gradients in Todos os Santos Bay?. Estuarine Coast Shelf Sci 166: 83-91. DOI: 10.1016/j.ecss.2015.08.014
Damayanti C, Amukti R, Suyadi S. 2020. Potensi vegetasi hutan mangrove untuk mitigasi intrusi air laut di pulau kecil. OLDI 5(2): 75-91. DOI: 0.14203/oldi.2020.v5i2.313
Das SC, Das S, Tah J. 2022. Mangrove Forests and People’s livelihoods. Mangroves: Biodiversity, Livelihoods and Conservation. Springer, Singapore.
Dasgupta N, Nandy P, Sengupta C, Das S. 2012. Protein and enzymes regulations towards salt tolerance of some Indian mangroves in relation to adaptation. Trees 26(2): 377-391. DOI: 10.1007/s00468-011-0599-x
Dharmawan IWE. 2018. CO2 dynamics on three habitats of mangrove ecosystem in Bintan Island, Indonesia. IOP Conf Ser Earth Environ Sci 118(1): 012049. DOI: :10.1088/1755-1315/118/1/012049
Dharmawan IWE. 2019. Gugusan Pulau Pari Kepulauan Seribu: Kondisi komunitas mangrove terkini pada Gugusan Pulau Pari. LIPI Press, Jakarta.
Dharmawan IWE. 2020. Hemispherical Photography: Analisis Tutupan Kanopi Komunitas Mangrove. NAS Media Pustaka, Makassar.
Dharmawan IWE, Khoir AF, 2021. Mangrove Research and Monitoring using MonMang 2.0: Planning and Conducting a Field Survey. NAS Media Pustaka, Makassar
Dharmawan IWE, Pramudji. 2019. Mangrove community structure in Papuan Small Islands, case study in Biak Regency. IOP Conf Ser Earth Environ Sci 550: 012002. DOI:10.1088/1755-1315/550/1/012002
Dharmawan IWE, Widyastuti A. 2017. Pristine mangrove community in Wondama Gulf, West Papua, Indonesia. Mar Res in Indones 42(2): 73-82. DOI: 10.14203/mri.v42i2.175
Dharmawan IWE, Suyarso, Ulumuddin YI, Prayudha B, Pramudji. 2020. Manual for mangrove community structure monitoring and research in Indonesia. NAS Media Pustaka, Makassar.
Edo E, Susiana S, Suhana MP, Rochmady R., 2021. Condition of mangrove in the waters of Pangkil Village, Teluk Bintan District, Bintan Regency. Akuatikisle J Aqucult Coast Small Islands 6(1): 1-8. DOI: 10.29239/j.akuatikisle.6.1.1-8
Faridah-Hanum I, Yusoff FM, Fitrianto A, Ainuddin NA, Gandaseca S, Zaiton S, Norizah K, Nurhidayu S, Roslan MK, Hakeem KR, Shamsuddin I. 2019. Development of a comprehensive mangrove quality index (MQI) in Matang Mangrove: Assessing mangrove ecosystem health. Ecol Indic 1(102): 103-17. DOI: 10.1016/j.ecolind.2019.02.030
Fikri AA, Darmawan A, Hilmanto R, Banuwa IS, Agustiono A, Agustiana L. 2022. Pemanfaatan platform Google Earth Engine dalam pemantauan perubahan tutupan lahan di Taman Hutan Raya Wan Abdul Rachman. J For Sci Avicennia. 5(1): 46-57. DOI: 10.22219/avicennia.v5i1.19938
Getzner M, Islam MS. 2020. Ecosystem services of mangrove forests: Results of a meta-analysis of economic values. Int J Environ Res Public Health. 17(16): 5830. DOI: 10.3390/ijerph17165830
Ghorbanian A, Zaghian S, Asiyabi RM, Amani M, Mohammadzadeh A, Jamali S. 2021. Mangrove ecosystem mapping using Sentinel-1 and Sentinel-2 satellite images and random forest algorithm in Google Earth Engine. Remote Sens 13(13): 2-18. DOI: 10.3390/rs13132565
Haines-Young R, Potschin M. 2017. Common International Classification of Ecosystem Services (CICES) V5.1 Guidance on the application of the revised structure. https://cices.eu/content/uploads /sites/8/2018/01/Guidance-V51-01012018.pdf
Hilmi E, Kusmana C, Suhendang E, Iskandar I. 2017. Correlation analysis between seawater intrusion and mangrove greenbelt. Indonesian J For Res. 4(2): 151-168. DOI: 10.20886/ijfr.2017.4.2.151-168
Ilman M, Dargusch P, Dart P. 2016. A historical analysis of the drivers of loss and degradation of Indonesia’s mangroves. Land use policy. 54: 448-459. DOI: 10.1016/j.landusepol.2016.03.010
Inoue T. 2019. Carbon sequestration in mangroves. Blue carbon in shallow coastal ecosystems. Springer, Singapore
Irawan A, Chikmawati T, Sulistijorini S. 2021. Diversity and zonation of mangrove flora in Belitung Island, Indonesia. Biodiversitas J Biol Diversity 22(5): 2981-2992. DOI: 10.13057/biodiv/d220563
Irwanto I, Paembonan SA, Oka NP, Maulany RI. 2020. Growth characteristics of the mangrove forest at the raised coral island of Marsegu, West Seram, Maluku. IJISRT 5(10): 211-219.
Japa L, Santoso D. 2019. Analisis Komunitas Mangrove di Kecamatan Sekotong Lombok Barat NTB. J Trop Biol 19(1): 25-33. DOI: 10.29303/jbt.v19i1.1001
Jog S, Dixit M. 2016. Supervised classification of satellite images. IEEE CASP: 93-98. DOI: 10.1109/CASP.2016.7746144
Kalor JD, Indrayani E, Akobiarek MN. 2019. Fisheries resources of mangrove ecosystem in Demta Gulf, Jayapura, Papua, Indonesia. Aquacult Aquarium Conserv Legislation 12(1): 219-229.
Kamruzzaman MD, Kamara M, Sharma S, Hagihara A. 2016. Stand structure, phenology and litterfall dynamics of a subtropical mangrove Bruguiera gymnorrhiza. J For Res 27(3): 513-523. DOI: 10.1007/s11676-015-0195-9
Karimah. 2017. Peran ekosistem hutan mangrove sebagai habitat untuk organisme laut. J Trop Biol 17(2): 51-58. DOI: 10.29303/jbt.v17i2.497
Koh HL, The SY, Kh’Ng XY, Barizan RSR. 2018. Mangrove forests: protection against and resilience to coastal disturbances. J Trop For Sci 30(5): 446-460. DOI: 10.26525/jtfs2018.30.5.446460
Kolli MK, Pham QB, Thi Thuy Linh N, Ngoc Hoai P, Costache R, Anh DT. 2022. Assessment of change in the extent of mangrove ecosystems using different spectral indices in Google Earth Engine based on random forest model. Arabian J Geosci 15(9): 1-12. DOI: 10.1007/s12517-022-10158-7
Koroy K, Muhammad SH, Nurafni N, Boy N. 2020. Pattern zone ecosystem of mangrove in Juanga Village, Morotai Island District. J Aquat Indo-Pac 4(1): 11-22. DOI: 10.46252/jsai-fpik-unipa.2020.Vol.4.No.1.92
Ma W, Wang W, Tang C, Chen G, Wang M. 2020. Zonation of mangrove flora and fauna in a subtropical estuarine wetland based on surface elevation. Ecol Evol 10(14): 7404-7418. DOI: 10.1002/ece3.6467
Mahamunkar GS, Kiwelekar AW, Netak LD. 2022. Mapping and change detection of mangroves using remote sensing and Google Earth Engine: A case study. ICT systems and sustainability. Springer, Singapore
Malik A, Mertz O, Fensholt R. 2017. Mangrove forest decline: consequences for livelihoods and environment in South Sulawesi. Reg Environ Change 17(1), 157-169. DOI: 10.1007/s10113-016-0989-0
Marois DE, Mitsch WJ. 2015. Coastal protection from tsunamis and cyclones provided by mangrove wetlands–a review. Int J Biodiv Sci Ecosyst Serv Manage. 11(1): 71-83. DOI: 10.1080/21513732.2014.997292
Maurya K, Mahajan S, Chaube N. 2021. Remote sensing techniques: mapping and monitoring of mangrove ecosystem—a review. Complex Intell Syst 7(6): 2797-2818. DOI: 10.1007/s40747-021-00457-z
McHugh ML. 2012. Interrater reliability: the kappa statistic. Biochemia Medica 22(3): 276-282. DOI:10.11613/BM.2012.031
Millard K, Richardson M. 2015. On the importance of training data sample selection in random forest image classification: A case study in peatland ecosystem mapping. Remote Sens 7(7): 8489-8515. DOI: 10.3390/rs70708489
Mughofar A, Masykuri M, Setyono P. 2018. Zonation and composition of mangrove forest vegetation at Coast Cengkrong, Cengkrong Village, District of Karanggandu, Trenggalek East Jawa Provinsi. J Nat Resour Environ Manag 8(1): 77-85. DOI: 10.29244/jpsl.8.1.77-85
Murdiyarso D, Purbopuspito J, Kauffman JB, Warren MW, Sasmito SD, Donato DC, Manuri S, Krisnawati H, Taberima S, Kurnianto S. 2015. The potential of Indonesian mangrove forests for global climate change mitigation. Nat Clim Change 5(12): 1089-1092. DOI: 10.1038/nclimate2734
Nagelkerken ISJM, Blaber SJM, Bouillon S, Green P, Haywood M, Kirton LG, Meynecke JO, Pawlik J, Penrose HM, Sasekumar A, Somerfield PJ. 2008. The habitat function of mangroves for terrestrial and marine fauna: a review. Aquat Bot 89(2): 155-185. DOI: 10.1016/j.aquabot.2007.12.007
Nurdiansah D, Dharmawan IWE. 2018. Mangrove community in Coastal Area of Tidore Islands. Oceanol Limnol Indones, 3(1): 1-9. DOI: 10.14203/oldi.2018.v3i1.63
Nurdiansah D, Dharmawan IWE. 2021a. Community structure and healthiness of mangrove in Middleburg-Miossu Island, West Papua. J of Mar Sci and Technol 13(1): 81-96. DOI:10.29244/jitkt.v13i1.34484
Nurdiansah D, Dharmawan IWE. 2021b. Spatial and temporal analysis for mangrove community healthiness in Liki Island, Papua-Indonesia. IOP Conf Ser Earth Environ Sci 944(1): 012017. DOI: 10.1088/1755-1315/944/1/012017
Nugroho TS, Fahrudin A, Yulianda F, Bengen DG. 2019. Structure and composition of riverine and fringe mangroves at Muara Kubu protected areas, West Kalimantan, Indonesia. Aquacult Aquarium Conserv Legislation 12(1), 378-393.
Nurrohman H, Muhamad A, Rahmah LL, Ramadhanty NA, Hannum P, Hamidah Q, Hardiyanti SM, Azizah N, Herdani TP. 2020. Structure community of mangrove in Tidung Kecil Island, Thousands Island National Park Jakarta. IOP Conf Ser Earth Environ Sci 457(1): 012009). DOI: 10.1088/1755-1315/457/1/012009
Paembonan SA, Ngakan PO, Maulany RI. 2021. Estimated carbon stock of various mangrove zonation in Marsegu Island, West Seram, Maluku. IOP Conf Ser Earth Environ Sci 807(2): 022044. DOI: 10.1088/1755-1315/807/2/022044
Prasetya JD, Purwanti F. 2017. Mangrove health index as part of sustainable management in mangrove ecosystem at Karimunjawa National Marine Park Indonesia. Adv Sci Lett 23(4): 3277-3282. DOI: 10.1166/asl.2017.9155
Pribadi R, Dharmawan IWE, Bahari AS. 2020. Penilaian kondisi kesehatan ekosistem mangrove di Ayau dan Ayau Kepulauan, Kabupaten Raja Ampat. BIOSFERA Sci J 37(2): 106-111. DOI: 10.20884/1.mib.2020.37.2.1206
Raganas AF, Magcale-Macandog DB. 2020. Physicochemical factors influencing zonation patterns, niche width and tolerances of dominant mangroves in Southern Oriental Mindoro, Philippines. Indo Pac J Ocean Life 4(2): 51-62. DOI: 10.13057/oceanlife/o040201
Ragavan P, Saxena A, Mohan PM, Ravichandran K, Jayaraj RSC, Saravanan S. 2015. Diversity, distribution and vegetative structure of mangroves of the Andaman and Nicobar Islands, India. J Coast Conserv 19(4): 417-443. DOI: 10.1007/s11852-015-0398-4
Robert EM, Oste J, Van der Stocken, T, De Ryck DJ, Quisthoudt K, Kairo JG, Dahdouh-Guebas F, Koedam N, Schmitz N. 2015. Viviparous mangrove propagules of Ceriops tagal and Rhizophora mucronata, where both Rhizophoraceae show different dispersal and establishment strategies. J Exp Mar Biol Ecol 468: 45-54. DOI: 10.1016/j.jembe.2015.03.014
Saavedra-Hortua DA, Friess DA, Zimmer M, Gillis LG. 2020. Sources of particulate organic matter across mangrove forests and adjacent ecosystems in different geomorphic settings. Wetlands 40(5): 1047-1059. DOI: 10.1007/s13157-019-01261-9
Sahu SC, Suresh HS, Murthy IK, Ravindranath NH. 2015. Mangrove area assessment in India: Implications of loss of mangroves. J Earth Sci Clim Change 6(5): 1-8. DOI: 10.4172/2157-7617.1000280
Sánchez-Núñez DA, Bernal G, Pineda JEM. 2019. The relative role of mangroves on wave erosion mitigation and sediment properties. Estuaries Coast 42(8): 2124-2138. DOI: 10.1007/s12237-019-00628-9
Sasmito SD, Kuzyakov Y, Lubis AA, Murdiyarso D, Hutley LB, Bachri S, Friess DA, Martius C, Borchard N. 2020. Organic carbon burial and sources in soils of coastal mudflat and mangrove ecosystems. Catena 187(1): 104414. DOI: 10.1016/j.catena.2019.104414
Siddique MRH, Saha S, Salekin S, Mahmood H. 2017. Salinity strongly drives the survival, growth, leaf demography, and nutrient partitioning in seedlings of Xylocarpus granatum J. König. iForest - Biogeosci For 10(5): 851-856. DOI: 10.3832/ifor2382-010
Suello RH, Hernandez SL, Bouillon S, Belliard JP, Dominguez-Granda L, Van de Broek M, Rosado Moncayo AM, Ramos Veliz J, Ramirez KP, Govers G, Temmerman S. 2022. Mangrove sediment organic carbon storage and sources in relation to forest age and position along a deltaic salinity gradient. Biogeosci 19(5):1571-85. DOI: 10.5194/bg-19-1571-2022
Suyadi, Prayudha B, Renyaan J, Indrabudi T, Manulang CY, Naroli I. 2021. Mangrove in the urban area of small islands: Vegetation health, potential, and management challenges. IOP Conf Ser Earth Environ Sci 789: 012012 DOI: 10.1088/1755-1315/789/1/012012
Urashi C, Teshima KM, Minobe S, Koizumi O, Inomata N. 2013. Inferences of evolutionary history of a widely distributed mangrove species, Bruguiera gymnorrhiza, in the Indo?West Pacific region. Ecol Evol 3(7): 2251-2261. DOI: 10.1002/ece3.624
Wang F, Cheng P, Chen N, Kuo YM. 2021. Tidal driven nutrient exchange between mangroves and estuary reveals a dynamic source-sink pattern. Chemosphere 270: 128665. DOI: 10.1016/j.chemosphere.2020.128665
Win S, Towprayoon S, Chidthaisong A. 2019. Adaptation of mangrove trees to different salinity areas in the Ayeyarwaddy Delta Coastal Zone, Myanmar. Estuarine Coast Shelf Sci 228: 106389. DOI: 10.1016/j.ecss.2019.106389
Yan YB, Duke NC, Sun M. 2016. Comparative analysis of the pattern of population genetic diversity in three Indo-West Pacific Rhizophora mangrove species. Frontiers Plant Sci 7: 1434. DOI: 10.3389/fpls.2016.01434
Yuvaraj E, Dharanirajan K, Jayakumar S, Balasubramaniam J. 2017. Distribution and zonation pattern of mangrove forest in Shoal Bay Creek, Andaman Islands, India. Ind J Geo Mar Sci 46(3): 597-604. http://nopr.niscpr.res.in/handle/123456789/40797
Zhu Z, Chen J, Zheng HL. Physiological and proteomic characterization of salt tolerance in a mangrove plant, Bruguiera gymnorrhiza (L.) Lam. Tree Physiol 32(11): 1378-88. DOI: 10.1093/treephys/tps097.

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