Assessment of spatio-temporal dynamics of mangrove forest in Teluk Pangpang, Banyuwangi, East Java, Indonesia
##plugins.themes.bootstrap3.article.sidebar##
Issue
Section
Articles
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
##plugins.themes.bootstrap3.article.main##
Abstract
Abstract. Hidayah Z, Rachman HA, Wiyanto DB. 2024. Assessment of spatio-temporal dynamics of mangrove forest in Teluk Pangpang, Banyuwangi, East Java, Indonesia. Biodiversitas 25: 3138-3150. Mangrove forest in Teluk Pangpang, Banyuwangi District, East Java, Indonesia is located in a semi-enclosed bay area on the east coast of Java Island and bordering with Bali Strait. Since 2020, this location has been designated as an Essential Ecosystem Area (EEA) by the Indonesia Ministry of Environment and Forestry. Regardless of its designation as an EEA, information on vegetation stucture and spatio-temporal changes of Teluk Pangpang’s mangrove forest is limited. The availability of multi-temporal medium to high-resolution satellite imagery data enables researchers to monitor the condition of mangrove ecosystem using long-term data and reliable spatial continuity. The objective of this study is to investigate vegetation community structure of mangrove forest in Teluk Pangpang, as well as to determine the changes in extent and condition of mangrove forest measured as Mangrove Health Index (MHI) between 2015 and 2023 using remote sensing and GIS analysis. Spatio-temporal dynamics of MHI was determined using Sentinel-2 imagery data from 2015, 2018 and 2023. Meanwhile, a series of extensive survey in 15 transects with a total of 75 plots were conducted to obtain field data. The results showed that Rhizophora apiculata Blume and R. mucronata Lam. were the most important species with Important Value Index (IVI) of 140.91 and 148.24, respectively. Meanwhile, Sentinel-2 image processing results revealed a major increase in mangrove’s area, from 643.35 ha in 2015 to 737.51 ha in 2023. Furthermore, MHI analysis indicated improving conditions of mangrove ecosystem, as evidenced by the significant increased of mangroves area at the excellent MHI category (MHI>66.8) from 11.00 ha in 2015 to 175.86 ha in 2023. Based on Principal Component Analysis (PCA) several environmental parameters were strongly correlated to MHI including salinity, DO, TSS and mangrove’s diversity index. The findings of this study, primarily the application of MHI approach, may provide an alternative strategy for monitoring the dynamics of vegetation cover of mangrove forest in Teluk Pangpang and other mangrove areas in Indonesia.
##plugins.themes.bootstrap3.article.details##
References
Alongi DM. 2012. Carbon sequestration in mangrove forests. Carbon Manag 3 (3): 313-322. DOI: 10.4155/cmt.12.20.
Aminuddin M, Sunarto, Purnomo D. 2019. Mangrove forest community structure in Ekas Buana Village, East Lombok Regency, West Nusa Tenggara. AIP Conf Proc 2120: 040019. DOI: 10.1063/1.5115657.
Asadi MA, Pambudi GS. 2020. Diversity and biomass of mangrove forest within Baluran National Park, Indonesia. AACL Bioflux 13 (1): 19-27.
Aulia R, Prasetyo Y, Haniah H. 2015. Analisis korelasi perubahan garis pantai terhadap luasan mangrove di wilayah pesisir pantai Semarang. Jurnal Geodesi Undip 4 (2): 157-163. DOI: 10.14710/jgundip.2015.8515. [Indonesian]
Azman MS, Sharma S, Shaharuddin 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.
Baniya B, Tang Q, Huang Z, Sun S, Techato K-A. 2018. Spatial and temporal variation of NDVI in response to climate change and the implication for carbon dynamics in Nepal. Forests 9 (6): 329. DOI: 10.3390/f9060329.
Bao TQ, Ha NT, Nguyet BTM, Hoan VM, Viet LH, Hung DV. 2022. Aboveground biomass and carbon stock of Rhizophora apiculata forest in Ca Mau, Vietnam. Biodiversitas 23 (1): 403-414. DOI: 10.13057/biodiv/d230142.
Bunting P, Rosenqvist A, Hilarides L, Lucas RM, Thomas N, Tadono T, Worthington TA, Spalding M, Murray NJ, Rebelo L-M. 2022. Global mangrove extent change 1996-2020. Remote Sens 14 (15): 3657. DOI: 10.3390/rs14153657.
Cameron C, Hutley LB, Friess DA, Brown B. 2019. Community structure dynamics and carbon stock change of rehabilitated mangrove forests in Sulawesi, Indonesia. Ecol Appl 29 (1): 01810. DOI: 10.1002/eap.1810.
Cameron C, Kennedy B, Tuiwawa S, Goldwater N, Soapi K, Lovelock CE. 2021. High variance in community structure and ecosystem carbon stocks of Fijian mangroves driven by differences in geomorphology and climate. Environ Res 192: 110213. DOI: 10.1016/j.envres.2020.110213.
Chung CTY, Hope P, Hutley LB, Brown J, Duke NC. 2023. Future climate change will increase risk to mangrove health in Northern Australia. Commun Earth Environ 4: 192. DOI: 10.1038/s43247-023-00852-z.
Dharmawan IWE. 2021. Mangrove health index distribution on the restored post-tsunami mangrove area in Biak Island, Indonesia. IOP Conf Ser: Earth Environ Sci 860: 012007. DOI: 10.1088/1755-1315/860/1/012007.
Duke NC, Hutley LB, Mackenzie JR, Burrows D. 2021. Processes and factors driving change in mangrove forests: An evaluation based on the mass dieback event in Australia’s Gulf of Carpentaria. In: Canadell JG, Jackson RB (eds). Ecosystem Collapse and Climate Change. Ecological Studies Vol 241. Springer, Cham. DOI: 10.1007/978-3-030-71330-0_9.
English S, Wilkinson C, Baker V. 1997. Survey Manual for Tropical Marine Resources. Australian Institute of Marine Science (AIMS), Townsville, Australia.
Giesen W, Wulffraat S, Zieren M, Scholten L. 2007. Mangrove Guidebook for Southeast Asia. Wetland International, Oceania.
Goloran AB, Demetillo MT, Betco GL. 2020. Mangroves assessment and diversity in coastal area of Barangay Cagdianao Del Norte, Philippines. Intl J Environ Sci Nat Resour 26 (3): 69-77. DOI: 10.19080/ijesnr.2020.26.556188.
Gunawan H, Sugiarti, Iskandar S. 2017. Dynamics of mangrove community in revegetation area of Karangsong north coast of Indramayu District, West Java, Indonesia. Biodiversitas 18 (2): 659-665. DOI: 10.13057/biodiv/d180230.
Hair JF, Howard MC, Nitzl C. 2020. Assessing measurement model quality in PLS-SEM using confirmatory composite analysis. J Bus Resc 109: 101-110. DOI: 10.1016/j.jbusres.2019.11.069.
Hickey SM, Radford B, Callow JN, Phin SR, Duarte CM, Lovelock CE. 2021. ENSO feedback drives variations in dieback at a marginal mangrove site. Sci Rep 11: 8130. DOI: 10.1038/s41598-021-87341-5.
Hidayah Z, As-syakur AR, Rachman HA. 2024. Sustainability assessment of mangrove management in Madura Strait Indonesia: A combined use of the rapid appraisal for mangroves (RAPMangroves) and the remote sensing approach. Mar Policy 163: 106128. DOI: 10.1016/j.marpol.2024.106128.
Hidayah Z, Rachman HA, As-Syakur AR. 2022. Mapping of mangrove forest and carbon stock estimation of east coast Surabaya, Indonesia. Biodiversitas 23 (9): 4826-4837. DOI: 10.13057/biodiv/d230951.
Hidayati E, Ariyanto A, Iswandi W. 2020. Managing mangrove essential ecosystem area: A strategy analysis in Pangpang Bay area East Java Indonesia. J Saemaul 5 (2): 33-64.
Hu L, Xu N, Liang J, Li Z, Chen L, Zhao F. 2020. Advancing the mapping of mangrove forests at national-scale using Sentinel-1 and Sentinel-2 time-series data with Google Earth Engine: A case study in China. Remote Sens 12 (19): 3120. DOI: 10.3390/RS12193120.
Hutchison J, Spalding M, zu Ermgassen P. 2014. The Role of Mangroves in Fisheries Enhancement. The Nature Conservancy and Wetlands International, USA.
Jalil M, Purwantoro A, Daryono BS, Purnomo. 2020. Distribution, variation, and relationship of Curcuma soloensis valeton in Java Indonesia based on morphological characters. Biodiversitas 21 (8): 3867-3877. DOI: 10.13057/biodiv/d210856.
Kawamuna A, Suprayogi, A, Wijaya AP. 2017. Analisis kesehatan hutan mangrove berdasarkan metode klasifikasi NDVI pada citra Sentinel-2. J Geodesi 6 (1): 277-284. [Indonesian]
Long C, Dai Z, Zhou X, Mei X, Mai Van C. 2021. Mapping mangrove forests in the Red River Delta, Vietnam. For Ecol Manag 483: 118910. DOI: 10.1016/j.foreco.2020.118910.
Marpaung BA, Budiadi, Pertiwiningrum A, Lestari LD, Nurjanto HH, Widiyatno. 2022. Interspecific associations of mangrove species and their preferences for edaphic factors and water quality. Biodiversitas 23 (9): 4626-4635. DOI: 10.13057/biodiv/d230929.
Mohd-Razali S, Nuruddin AA, Kamarudin N. 2020. Mapping mangrove density for conservation of the Ramsar site in Peninsular Malaysia. Intl J Conserv Sci 11 (1): 153-164.
Mulyaningsih D, Hendarto B, Muskananfola MR. 2017. Perubahan luas hutan mangrove di wilayah Pantai Indah Kapuk Jakarta Utara Tahun 2010-2015. Manag Aquat Resour J (Maquares) 6 (4): 111-120. DOI: 10.14710/marj.v6i4.21334 . [Indonesian]
Nagelkerken I, Blaber SJM, Bouillon S, Green P, Haywood M, Kirton LG, Meynecke J-O, 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.
Nguyen LD, Nguyen CT, Le HS, Tran BQ. 2019. Mangrove mapping and above-ground biomass change detection using satellite images in coastal areas of Thai Binh Province, Vietnam. For Soc 3 (2): 248-261. DOI: 10.24259/fs.v3i2.7326.
Noor YR, Khazali M, Suryadiputra I. 2007. Guidebook for the Introduction of Mangroves in Indonesia (Second Issue). Wetlands International Indonesia Programme, Bogor, Indonesia.
Nurdiansah D, Dharmawan IWE. 2021. Spatial and temporal analysis for mangrove community healthiness in Liki Island, Papua-Indonesia. IOP Conf Ser: Earth Environ Sci 944: 012017. DOI: 10.1088/1755-1315/944/1/012017.
Ochoa-Gómez JG, Lluch-Cota SE, Rivera-Monroy VH. Lluch-Cota DB, Troyo-Diéguez E, Oechel W, Serviere-Zaragoza E. 2019. Mangrove wetland productivity and carbon stocks in an arid zone of the Gulf of California (La Paz Bay, Mexico). Forest eco and manag 442: 135-147. DOI: 10.1016/j.foreco.2019.03.059.
Odum EP. 1993. Dasar-Dasar Ekologi. Diterjemahkan: Samingan T. Universitas Gadjah Mada Press, Yogyakarta. [Indonesian]
Oetama D, Hakim L, Lelono TD, Musa M. 2023. Mangrove condition at a marine conservation area at Moramo Bay, Southeast Sulawesi, Indonesia. Biodiversitas 24 (12): 6536-6544. DOI: 10.13057/biodiv/d241215.
Pototan BL, Capin NC, Delima AGD, Novero AU. 2021. Assessment of mangrove species diversity in Banaybanay, Davao oriental, Philippines. Biodiversitas 22 (1): 144-153. DOI: 10.13057/biodiv/d220120.
Prasetya JD, Ambariyanto, Supriharyono, 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.
Purwanto AD, Asriningrum W. 2019. Identification of mangrove forests using multispectral satellite imageries. Intl J Remote Sens Earth Sci 16 (1): 63-74. DOI: 10.30536/j.ijreses.2019.v16.a3097.
Rahman AFMA, Islam MA, Idris MH, Bhuiyan MKA, Chowdhury MM, Abualreesh MH, Kamal AHM. 2023. Species diversity and assemblage of mangroves at Setiu Wetland, Terengganu, Malaysia. Borneo J Resour Sci Technol 13 (1): 173-190. DOI: 10.33736/bjrst.5109.2023.
Rodiana L, Yualianda F, Sulistiono. 2019. Kesesuaian dan daya dukung ekowisata berbasis ekologi mangrove di Teluk Pangpang, Banyuwangi. J Fish Mar Res 3 (2): 77-88. DOI: 10.21776/ub.jfmr.2019.003.02.10. [Indonesian]
Rosas HL, Espejel González VE, Moreno-Casasola P. 2023. Decreases in mangrove productivity and marsh die-off due to temporary increase in salinity, a case in Mexico. Hydrobiologia 850 (1): 4497-4514. DOI: 10.1007/s10750-023-05187-6.
Roy S, Mahapatra M, Chakraborty A. 2019. Mapping and monitoring of mangrove along the Odisha coast based on remote sensing and GIS techniques. Model Earth Syst Environ 5: 217-226. DOI: 10.1007/s40808-018-0529-7.
Rudianto R, Bengen DG, Kurniawan F. 2020. Causes and effects of mangrove ecosystem damage on carbon stocks and absorption in East Java, Indonesia. Sustainability 12 (24): 10319. DOI: 10.3390/su122410319.
Saenger P, Ragavan P, Sheue C-R, López-Portillo J, Yong JWH, Mageswaran T. 2019. Mangrove biogeography of the Indo-Pacific. In: Gul B, Böer B, Khan M, Clüsener-Godt M, Hameed A (eds). Sabkha Ecosystems. Tasks for Vegetation Science, vol 49. Springer, Cham. DOI: 10.1007/978-3-030-04417-6_23.
Sari N, Patria MP, Soesilo TEB, Tejakusuma IG. 2019. The structure of mangrove communities in response to water quality in Jakarta Bay, Indonesia. Biodiversitas 20 (7): 1873-1879. DOI: 10.13057/biodiv/d200712.
Schaduw JNW, Bachmid F, Paat GR, Lengkong EM, Maleke DC, Upara U, Lasut HE, Mamesah J, Azis TA, Tamarol YL, Sulastri H, Puteri SMA, Saladi JD, Dambudjai RJ, Derek F, Pratiwi UD, Pratama O, Muzani, Dharmawan IWE. 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 DP, Sugianto DN. 2021. Mangrove diversity and community structure of mimika District, Papua, Indonesia. Biodiversitas 22 (8): 3562-3571. DOI: 10.13057/biodiv/d220857.
Singh JK. 2020. Structural characteristics of mangrove forest in different coastal habitats of Gulf of Khambhat arid region of Gujarat, West Coast of India. Heliyon 6 (8): e04685. DOI: 10.1016/j.heliyon.2020.e04685.
Sippo JZ, Lovelock CE, Santos IR, Sanders CJ, Maher DT. 2018. Mangrove mortality in a changing climate: An overview. Estuar Coast Shelf Sci 215: 241-249. DOI: 10.1016/j.ecss.2018.10.011.
Spalding M, Parrett CL. 2019. Global patterns in mangrove recreation and tourism. Mar Policy 110: 103540. DOI: 10.1016/j.marpol.2019.103540.
Srikanth S, Lum SKY, Chen Z. 2016. Mangrove root: Adaptations and ecological importance. Trees 30: 451-465. DOI: 10.1007/s00468-015-1233-0.
Suardana AAMAP, Anggraini N, Nandika MR, Aziz K, As-Syakur AR, Ulfa A, Wijaya AD, Prasetio W, Winarso G, Dewanti R. 2023. Estimation and mapping above-ground mangrove carbon stock using Sentinel-2 data derived vegetation indices in Benoa Bay of Bali Province, Indonesia. For Soc 7 (1): 116-134. DOI: 10.24259/fs.v7i1.22062.
Sugiana IP, Andiani AAE, Dewi IGAIP, Karang IWGA, As-Syakur AR, Dharmawan IWE. 2022. Spatial distribution of mangrove health index on three genera dominated zones in Benoa Bay Bali, Indonesia. Biodiversitas 23 (7): 3407-3418. DOI: 10.13057/biodiv/d230713.
Suwanto A, Takarina ND, Koestoer RH, 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. DOI: 10.13057/biodiv/d220960.
Takayama K, Tateishi Y, Kajita T. 2021. Global phylogeography of a pantropical mangrove genus Rhizophora. Sci Rep 11: 7228. DOI: 10.1038/s41598-021-85844-9.
Tomlinson PB. 2016. The Botany of Mangroves. Cambridge University Press, UK. DOI: 10.1017/CBO9781139946575.
Toosi NB, Soffianian AR, Fakheran S, Waser LT. 2022. Mapping disturbance in mangrove ecosystems: Incorporating landscape metrics and PCA-based spatial analysis. Ecol Indic 136: 108718. DOI: 10.1016/j.ecolind.2022.108718.
Umroh, Adi W, Sari SP. 2016. Detection of mangrove distribution in Pongok Island. Proc Environ Sci 33: 253-257. DOI: 10.1016/j.proenv.2016.03.076.
Vu HM, Pham QV, Nguyen LM, Dau TV. 2022. Assessment of changes in the structure and distribution of mangroves caused by aquaculture activities at the Bach Dang estuary, Vietnam. Vietnam J Mar Sci Technol 22 (1): 37-49. DOI: 10.15625/1859-3097/16573.
Woodroffe CD, Rogers K, McKee KL, Lovelock CE, Mendelssohn IA, Saintilan N. 2016. Mangrove sedimentation and response to relative sea level rise. Ann Rev Mar Sci 8: 243-266. DOI: 10.1146/annurev-marine-122414-034025.
Xiong Y, Jiang Z, Xin K, Liao B, Chen Y, Li M, Zhang C. 2021. Factors influencing mangrove forest recruitment in rehabilitated aquaculture ponds. Ecol Eng 168. 106272. DOI: 10.1016/j.ecoleng.2021.106272.
Zhang K, Thapa B, Ross M, Gann D. 2016. Remote sensing of seasonal changes and disturbances in mangrove forest: A case study from South Florida. Ecosphere 7 (6): e01366. DOI: 10.1002/ecs2.1366.
Most read articles by the same author(s)
- ZAINUL HIDAYAH, HERLAMBANG AULIA RACHMAN, ABD. RAHMAN AS-SYAKUR, Mapping of mangrove forest and carbon stock estimation of east coast Surabaya, Indonesia , Biodiversitas Journal of Biological Diversity: Vol. 23 No. 9 (2022)