Adaptive pattern of mangrove species and the mangrove landscaping in the heavy metal polluted area of Eastern Segara Anakan Lagoon, Indonesia

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ENDANG HILMI
NORMAN ARIE PRAYOGO
TEUKU JUNAIDI
ARIF MAHDIANA
NABELA FIKRIYYA

Abstract

Abstract. Hilmi E, Prayogo NA, Junaidi T, Mahdiana A, Fikriyya N. 2023. Adaptive pattern of mangrove species and the mangrove landscaping in the heavy metal polluted area of Eastern Segara Anakan Lagoon, Indonesia. Biodiversitas 24: 2927-2937. The mangrove species have specific adaptations to exclude, accumulate, translocate, and exert heavy metal contaminants. Mangrove species' adaptation to Cadmium (Cd) and Zinc (Zn) pollution are shown by their ability to reduce the negative impact of Cd and Zn pollution. This research aimed to analyze the adaptive pattern and mangrove landscaping in Cd and Zn contaminant areas of Eastern Segara Anakan (E-SAL), Indonesia. Cd and Zn content in different tissues (stem, leaves, and root) of 15 mangrove species were analyzed using Atomic Absorption Spectrometric method. Adaptive pattern and mangrove landscaping were assessed using bioaccumulation factor (BAF) and translocation factor (TF). The results showed that the Cd accumulation varied between 0.0610-0.2300 ppm in the stem, 0.0140-0.0480 ppm in leaves, 0.1501-0.3100 ppm in roots, whereas Zn accumulation varied between 5.7781-37.3409 ppm in the stem, 2.3973-32.2859 ppm in leaves, 10.8380-35.842 ppm in roots. Relatively Cd and Zn accumulation was highest in root than other parts. BAF scores of Cd and Zn varied between 0.0111-0.1760 and 0.1936-0.9017, respectively. TF score of Cd and Zn varied between 0.0642-0.9414 and 0.3419-1.3057, respectively. Based on the adaptation pattern, the mangrove landscape showed that Avicennia marina (Forssk.) Vierh., Rhizophora mucronata Lam., and Rhizophora apiculata Blume were the best accumulator of Cd contaminants. At the same time, A. marina, R. apiculata, and X. granatum were the best accumulator of Zn contaminant. The conclusion explains that mangrove species significantly adapt to life and grow in Zn and Cd-polluted areas. Therefore, mangrove landscaping can be developed to reduce the impact of Zn and Cd pollution.

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References
Abdullah K, Said AM, Omar D. 2014. Community-based Conservation in Managing Mangrove Rehabilitation in Perak and Selangor. Procedia - Soc. Behav. Sci. 153, 121–131. https://doi.org/10.1016/j.sbspro.2014.10.047
Alzahrani DA, Selim E-MM, El-Sherbiny MM. 2018. Ecological assessment of heavy metals in the grey mangrove (Avicennia marina) and associated sediments along the Red Sea coast of Saudi Arabia. Oceanologia 60:513–526. https://doi.org/10.1016/J.OCEANO.2018.04.002
Analuddin K, Sharma S, Jamili, Septiana A, Sahidin I, Rianse U, Nadaoka K. 2017. Heavy metal bioaccumulation in mangrove ecosystem at the coral triangle ecoregion, Southeast Sulawesi, Indonesia. Mar Pollut Bull 125:472–480. https://doi.org/10.1016/J.MARPOLBUL.2017.07.065
Anneboina LR, Kavi Kumar KS. 2017. Economic analysis of mangrove and marine fishery linkages in India. Ecosyst Serv 24:114–123. https://doi.org/10.1016/j.ecoser.2017.02.004
Berg T, Fürhaupter K, Teixeira H, Uusitalo L, Zampoukas N. 2015. The Marine Strategy Framework Directive and the ecosystem-based approach - pitfalls and solutions. Mar Pollut Bull 96:18–28. https://doi.org/10.1016/j.marpolbul.2015.04.050
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. https://doi.org/10.1016/j.rsma.2017.12.011
Bomer EJ, Wilson CA, Hale RP, Hossain ANM, Rahman FMA 2020. Surface elevation and sedimentation dynamics in the Ganges-Brahmaputra tidal delta plain, Bangladesh: Evidence for mangrove adaptation to human-induced tidal amplification. Catena 187:104312. https://doi.org/10.1016/j.catena.2019.104312
Cao Z, Wang L, Yang L, Yu J, Lv J, Meng M, Li G. 2020. Heavy metal pollution and the risk from tidal flat reclamation in coastal areas of Jiangsu, China. Mar Pollut Bull 158:111427. https://doi.org/10.1016/j.marpolbul.2020.111427
Chai M, Li R, Qiu Z, Zhiyuan N, Xiaoxue S. 2020. Mercury distribution and transfer in sediment-mangrove system in urban mangroves of fast-developing coastal region, Southern China. Estuar Coast Shelf Sci 240:106770. https://doi.org/10.1016/j.ecss.2020.106770
Choi JY, Jeong H, Choi KY, Hong GH, Yang DB, Kim K, Ra K. 2020. Source identification and implications of heavy metals in urban roads for the coastal pollution in a beach town, Busan, Korea. Mar Pollut Bull 161:111724. https://doi.org/10.1016/j.marpolbul.2020.111724
Costa-Böddeker S, Thuyên LX, Hoelzmann P, de Stigter HC, van Gaever P, Huy H?, Smol JP, Schwalb A. 2020. Heavy metal pollution in a reforested mangrove ecosystem (Can Gio Biosphere Reserve, Southern Vietnam): Effects of natural and anthropogenic stressors over a thirty-year history. Sci Total Environ 716:. https://doi.org/10.1016/j.scitotenv.2020.137035
Dai M, Lu H, Liu W, Jia H, Hong H, Liu J, Yan C. 2017. Phosphorus mediation of cadmium stress in two mangrove seedlings Avicennia marina and Kandelia obovata differing in cadmium accumulation. Ecotoxicol Environ Saf 139:272–279. https://doi.org/10.1016/J.ECOENV.2017.01.017
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. https://doi.org/10.1016/j.ocecoaman.2017.02.022
de Almeida Duarte LF, de Souza CA, Pereira CDS, Pinheiro MAA.2017. Metal toxicity assessment by sentinel species of mangroves: In situ case study integrating chemical and biomarkers analyses. Ecotoxicol Environ Saf 145:367–376. https://doi.org/10.1016/J.ECOENV.2017.07.051
Dencer-Brown AM, Alfaro AC, Bourgeois C, Sharma S, Milne S 2020. The secret lives of mangroves: Exploring New Zealand’s urban mangroves with integrated biodiversity assessments. Ocean Coast Manag 191:105185. https://doi.org/10.1016/J.OCECOAMAN.2020.105185
Dijk J van, Broersma L, Mehnen N.2016. Options for socioeconomic developments in ICZM for the tri-national Wadden area. Ocean Coast Manag 119:76–92. https://doi.org/10.1016/j.ocecoaman.2015.10.004
El-Amier YA, Elnaggar AA, El-Alfy MA.2017. Evaluation and mapping spatial distribution of bottom sediment heavy metal contamination in Burullus Lake, Egypt. Egypt J Basic Appl Sci 4:55–66. https://doi.org/10.1016/j.ejbas.2016.09.005
Henmi Y, Fuchimoto D, Kasahara Y, Shimanaga M.2017. Community structures of halophytic plants, gastropods and brachyurans in salt marshes in Ariake and Yatsushiro seas of Japan. Plankt Benthos Res 12:224–237. https://doi.org/10.3800/pbr.12.224
Hilmi E.2018. Mangrove landscaping using the modulus of elasticity and rupture properties to reduce coastal disaster risk. Ocean Coast Manag 165:71–79. https://doi.org/10.1016/j.ocecoaman.2018.08.002
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:. https://doi.org/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. J Manaj Hutan Trop 27:152–164. https://doi.org/10.72226/jtfm.27.3.152
Hilmi E, Kusmana C, Suhendang E, Iskandar I. 2017a. Correlation Analysis Between Seawater Intrusion and Mangrove Greenbelt. Indones J For Res 4:151–168. https://doi.org/10.20886/ijfr.2017.4.2.151-168
Hilmi E, Pareng R, Vikaliana R, Kusmana C, Iskandar I, Sari LK, Setijanto. 2017b. The carbon conservation of mangrove ecosystem applied REDD program. Reg Stud Mar Sci 16:152–161. https://doi.org/10.1016/j.rsma.2017.08.005
Hilmi E, Sari LK, Amron A, Cahyo TN, Siregar AS. 2021b. Mangrove cluster as adaptation pattern of mangrove ecosystem in Segara Anakan Lagoon. IOP Conf Ser Earth Environ Sci 746:. https://doi.org/10.1088/1755-1315/746/1/012022
Hilmi E, Sari LK, Cahyo TN, Mahdiana A, Soedibya PHT, Sudiana E. 2022b. Survival and growth rates of mangroves planted in vertical and horizontal aquaponic systems in North Jakarta, Indonesia. Biodiversitas 23:686–693. https://doi.org/10.13057/biodiv/d230213
Hilmi E, Sari LK, Cahyo TN, Mahdiana A, Samudra SR. 2021c The affinity of mangrove species using Association and Cluster Index in North Coast of Jakarta and Segara Anakan of Cilacap , Indonesia. 22:2907–2918. https://doi.org/10.13057/biodiv/d220743
Hilmi E, Sari LK, Cahyo TN, Dewi R, Winanto T. 2022c. The structure communities of gastropods in the permanently inundated mangrove forest on the north coast of Jakarta , Indonesia. Biodiversitas 23:2699–2710. https://doi.org/10.13057/biodiv/d230554
Hilmi E, Sari LK, Cahyo TN, Amron A, Siregar AS. 2021d. The Sedimentation Impact for the Lagoon and Mangrove Stabilization. E3S Web Conf 324:02001. https://doi.org/10.1051/e3sconf/202132402001
Hilmi E, Sari LK, Setijanto. 2019. The mangrove landscaping based on Water Quality: (Case Study in Segara Anakan Lagoon and Meranti Island). IOP Conf Ser Earth Environ Sci 255:0–10. https://doi.org/10.1088/1755-1315/255/1/012028
Hilmi E, Sari LK, Siregar AS, Sulistyo I, Mahdiana A, Junaidi T, Muslih M, Pertiwi RPC, Samudra SR, Prayogo NA. 2021e. Tannins in mangrove plants in segara anakan lagoon, central java, indonesia. Biodiversitas 22:3508–3516. https://doi.org/10.13057/biodiv/d220850
Hilmi E, Siregar AS, Syakti AD. 2017c. Lead (Pb) Distribution on Soil, Water and Mangrove Vegetation Matrices in Eastern Part of Segara Anakan Lagoon, Cilacap. Omni-Akuatika 13:25–38. https://doi.org/doi.org/10.20884/1.oa.2017.13.2.83
Jeong H, Choi JY, Choi DH, Noh JH, Ra K 2021. Heavy metal pollution assessment in coastal sediments and bioaccumulation on seagrass (Enhalus acoroides) of Palau. Mar Pollut Bull 163:1–7. https://doi.org/10.1016/j.marpolbul.2020.111912
Jiang S, Weng B, Liu T, Su Y, Liu J, Lu H, Yan C. 2017. Response of phenolic metabolism to cadmium and phenanthrene and its influence on pollutant translocations in the mangrove plant Aegiceras corniculatum (L.) Blanco (Ac). Ecotoxicol Environ Saf 141:290–297. https://doi.org/10.1016/J.ECOENV.2017.03.041
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. https://doi.org/10.1007/s10021-017-0117-0
Khadim FK, Su H, Xu L, Tian J. 2019. Soil salinity mapping in Everglades National Park using remote sensing techniques and vegetation salt tolerance. Phys Chem Earth 110:31–50. https://doi.org/10.1016/j.pce.2019.01.004
Kibria G, Hossain MM, Mallick D, Lau TC, Wu R. 2016. Trace/heavy metal pollution monitoring in estuary and coastal area of Bay of Bengal, Bangladesh and implicated impacts. Mar Pollut Bull 105:393–402. https://doi.org/10.1016/j.marpolbul.2016.02.021
Kumbier K, Hughes MG, Rogers K, Woodroffe CD. 2021. Inundation characteristics of mangrove and saltmarsh in micro-tidal estuaries. Estuar Coast Shelf Sci 261:107553. https://doi.org/10.1016/j.ecss.2021.107553
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. https://doi.org/10.1016/J.SCITOTENV.2019.04.451
Leopold A, Marchand C, Deborde J, Chaduteau C, Allenbach M. 2013. Influence of mangrove zonation on CO2 fluxes at the sediment-air interface (New Caledonia). Geoderma 202–203:62–70. https://doi.org/10.1016/j.geoderma.2013.03.008
Li R, Wu S, Chai M, Xie S. 2020. Denitrifier communities differ in mangrove wetlands across China. Mar Pollut Bull 155:. https://doi.org/10.1016/j.marpolbul.2020.111160
Lin Y, Lu J, Wu J (2021) Heavy metals pollution and health risk assessment in farmed scallops: Low level of Cd in coastal water could lead to high risk of seafood. Ecotoxicol Environ Saf 208:111768. https://doi.org/10.1016/j.ecoenv.2020.111768
Liu L, Wang H jun, Yue Q. 2020a China’s coastal wetlands: Ecological challenges, restoration, and management suggestions. Reg Stud Mar Sci 37:101337. https://doi.org/10.1016/j.rsma.2020.101337
Liu S, Liu Y, Yang D, Li C, Zhao Y, Ma H, Luo X, Lu S. 2020b. Trace elements in shellfish from Shenzhen, China: Implication of coastal water pollution and human exposure. Environ Pollut 263:114582. https://doi.org/10.1016/j.envpol.2020.114582
Ma W, Li X, Wang Q, Ren Z, Crabbe MJC, Wang L. 2019. Tandem oligomeric expression of metallothionein enhance heavy metal tolerance and bioaccumulation in Escherichia coli. Ecotoxicol Environ Saf 181:301–307. https://doi.org/10.1016/j.ecoenv.2019.06.022
Mapenzi LL, Shimba MJ, Moto EA, Maghembe RS, Mmochi AJ 2020. Heavy metals bio-accumulation in tilapia and catfish species in Lake Rukwa ecosystem Tanzania. J Geochemical Explor 208:106413. https://doi.org/10.1016/j.gexplo.2019.106413
Marambio AY, Saavedra JV, Enciso LÑ, Marras AL, Serrano AE, Peláez RM, Bruna AC, Ávalos GÁ, Maldonado MV. 2020. Data on metal accumulation in the tails of the lizard Microlophus atacamensis in a coastal zone of the Atacama Desert, northern Chile: A non-destructive biomonitoring tool for heavy metal pollution. Data Br 32:106032. https://doi.org/10.1016/j.dib.2020.106032
Monteiro JM, de Souza JSN, Lins Neto EMF, Scopel K, Trindade EF. 2014. Does total tannin content explain the use value of spontaneous medicinal plants from the Brazilian semi-arid region? Brazilian J Pharmacogn 24:116–123. https://doi.org/10.1016/j.bjp.2014.02.001
Nadgórska–Socha A, Kandziora-Ciupa M, Trz?sicki M, Barczyk G. 2017. Air pollution tolerance index and heavy metal bioaccumulation in selected plant species from urban biotopes. Chemosphere 183:471–482. https://doi.org/10.1016/j.chemosphere.2017.05.128
Njana MA. 2020. Structure, growth, and sustainability of mangrove forests of mainland Tanzania. Glob. Ecol. Conserv. 24:e01394
Nour HE, El-Sorogy AS, Abd El-Wahab M, Nouh ES, Mohamaden M, Al-Kahtany K. 2019. Contamination and ecological risk assessment of heavy metals pollution from the Shalateen coastal sediments, Red Sea, Egypt. Mar Pollut Bull 144:167–172. https://doi.org/10.1016/j.marpolbul.2019.04.056
Nusantara MA, Hutomo M, Purnama H. 2015. Evaluation and Planning of Mangrove Restoration Programs in Sedari Village of Kerawang District, West Java: Contribution of PHE-ONWJ Coastal Development Programs. Procedia Environ Sci 23:207–214. https://doi.org/10.1016/j.proenv.2015.01.032
Obolewski K, Gli?ska-Lewczuk K. 2020. Connectivity and complexity of coastal lakes as determinants for their restoration – A case study of the southern Baltic Sea. Ecol Eng 155:105948. https://doi.org/10.1016/j.ecoleng.2020.105948
Ortega P, Custódio MR, Zanotto FP. 2017. Characterization of cadmium transport in hepatopancreatic cells of a mangrove crab Ucides cordatus: The role of calcium. Aquat Toxicol 188:92–99. https://doi.org/10.1016/J.AQUATOX.2017.04.012
Pham LTH, Vo TQ, Dang TD, Nguyen UTN. 2019. Monitoring mangrove association changes in the Can Gio biosphere reserve and implications for management. Remote Sens Appl Soc Environ 13:298–305. https://doi.org/10.1016/j.rsase.2018.11.009
Prastyo Y, Batu DT. L, Sulistiono S. 2017. Heavy Metal Contain Cu and Cd on the Mullet in the estuary of Donan River, Cilacap, Central Java. J Pengolah Has Perikan Indones 20:18. https://doi.org/10.17844/jphpi.v20i1.16393
Rindyastuti R, Sancayaningsih RP. 2018. The growth strategies analysis of ten woody plant species for effective revegetation. Biotropia (Bogor) 25:43–55. https://doi.org/10.11598/btb.2018.25.1.705
Robson TC, Braungardt CB, Rieuwerts J, Worsfold P. 2014. Cadmium contamination of agricultural soils and crops resulting from sphalerite weathering. Environ Pollut 184:283–289. https://doi.org/10.1016/j.envpol.2013.09.001
Shi C, Yu L, Chai M, Niu Z, Li R. 2020. The distribution and risk of mercury in Shenzhen mangroves, representative urban mangroves affected by human activities in China. Mar Pollut Bull 151:110866. https://doi.org/10.1016/j.marpolbul.2019.110866
Shiau YJ, Lee SC, Chen TH, Tian G, Chiu CY. 2017. Water salinity effects on growth and nitrogen assimilation rate of mangrove (Kandelia candel) seedlings. Aquat Bot 137:50–55. https://doi.org/10.1016/j.aquabot.2016.11.008
SNI. 2009. SNI 6989.7. Air dan Air Limbah – Bagian 7: Cara Uji Seng (Zn) secara Spektrofotometri Serapan Atom (SSA) - Nyala. Badan Standarisasi Nasional. Jakarta
Soares RHR de M, Assunção CA de, Fernandes F de O, Marinho-Soriano E. 2018. Identification and analysis of ecosystem services associated with biodiversity of saltworks. Ocean Coast Manag 163:278–284. https://doi.org/10.1016/j.ocecoaman.2018.07.007
Sugiatmo, Poedjirahajoe E, Pudyatmoko S, Purwanto RH. 2023. Carbon stock at several types of mangrove ecosystems in Bregasmalang, Central Java, Indonesia. Biodiversitas 24:182–191. https://doi.org/10.13057/biodiv/d240122
Syakti AD, Ahmed MM, Hidayati NV, Hilmi E, Sulystyo I, Piram A, Doumenq P. 2013. Screening of Emerging Pollutants in the Mangrove of Segara Anakan Nature Reserve, Indonesia. IERI Procedia 5:216–222. https://doi.org/10.1016/j.ieri.2013.11.095
Taillardat P, Ziegler AD, Friess DA, Widory D, Truong Van V, David F, Thành-Nho N, Marchand C. 2018. Carbon dynamics and inconstant porewater input in a mangrove tidal creek over contrasting seasons and tidal amplitudes. Geochim Cosmochim Acta 237:32–48. https://doi.org/10.1016/j.gca.2018.06.012
Tebiary LA, Leiwakabessy F, Rumahlatu D. 2022. Species density and morphometric variation of species belonging to Conus (Gastropoda: Conidae) genera in the coastal waters of Ambon Island, Indonesia. Biodiversitas 23:1664–1676. https://doi.org/10.13057/biodiv/d230358
Truong SH, Ye Q, Stive MJF. 2017. Estuarine Mangrove Squeeze in the Mekong Delta, Vietnam. J Coast Res 33:747–763. https://doi.org/10.2112/jcoastres-d-16-00087.1
Win S, Towprayoon S, Chidthaisong A. 2019. Adaptation of mangrove trees to different salinity areas in the Ayeyarwaddy Delta Coastal Zone, Myanmar. Estuar Coast Shelf Sci 228:. https://doi.org/10.1016/j.ecss.2019.106389
Xiao R, Bai J, Lu Q, Zhao Q, Gao Z, Wen X, Liu X. 2015. Fractionation, transfer, and ecological risks of heavy metals in riparian and ditch wetlands across a 100-year chronosequence of reclamation in an estuary of China. Sci Total Environ 517:66–75. https://doi.org/10.1016/J.SCITOTENV.2015.02.052
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. https://doi.org/10.1016/j.scitotenv.2017.11.187
Yang HJ, Jeong HJ, Bong KM, Jin DR, Kang TW, Ryu HS, Han JH, Yang WJ, Jung H, Hwang SH, Na EH. 2020. Organic matter and heavy metal in river sediments of southwestern coastal Korea: Spatial distributions, pollution, and ecological risk assessment. Mar Pollut Bull 159:111466. https://doi.org/10.1016/j.marpolbul.2020.111466
Yin P, Yin M, Cai Z, Wu G, Lin G, Zhou J. 2018. Structural inflexibility of the rhizosphere microbiome in mangrove plant Kandelia obovata under elevated CO2. Mar Environ Res 140:422–432. https://doi.org/10.1016/j.marenvres.2018.07.013
Ysebaert T, van der Hoek DJ, Wortelboer R, Wijsman JWM, Tangelder M, Nolte A. 2016. Management options for restoring estuarine dynamics and implications for ecosystems: A quantitative approach for the Southwest Delta in the Netherlands. Ocean Coast Manag 121:33–48. https://doi.org/10.1016/j.ocecoaman.2015.11.005
Yunus K, Mohd Yusuf N, Mohd Shazili NA, Chuan OM, Saad S, Chowdhury AJK, Bidai J. 2011. Heavy metal concentration in the surface sediment of Tanjung Lumpur mangrove forest, Kuantan, Malaysia. Sains Malaysiana 40:89–92
Zhang X, Yu J, Huang Z, Li H, Liu X, Huang J, Zhuo R, Wu Z, Qin X, Gao Y, Wang M, Zhu Y. 2021a. Enhanced Cd phytostabilization and rhizosphere bacterial diversity of Robinia pseudoacacia L. by endophyte Enterobacter sp. YG-14 combined with sludge biochar. Sci Total Environ 787:147660. https://doi.org/10.1016/j.scitotenv.2021.147660
Zhang Y, Xiao L, Guan D, Chen Y, Motelica-Heino M, Peng Y, Lee SY. 2021b. The role of mangrove fine root production and decomposition on soil organic carbon component ratios. Ecol Indic 125:107525. https://doi.org/10.1016/j.ecolind.2021.107525
Zhang Z, Fang Z, Li J, Sui T, Lin L, Xu X. 2019. Copper, zinc, manganese, cadmium and chromium in crabs from the mangrove wetlands in Qi’ao Island, South China: Levels, bioaccumulation and dietary exposure. Watershed Ecol Environ 1:26–32. https://doi.org/10.1016/j.wsee.2019.09.001

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