Skip to main content

Assessment of the ecological and human health risks from metals in shrimp aquaculture environments in Central Java, Indonesia

Environmental Science and Pollution Research volume 27, pages 41668–41687 (2020)Cite this article

Abstract

The occurrence and contamination level of seven important toxic metals (Cd, Cu, Co, Cr, Hg, Pb, and Zn) and three additional metals (Al, Fe, and Mn) in the water, sediment, and shrimp muscle in aquaculture areas located in Central Java, Indonesia, were investigated. The results suggest that the majority of metals have higher concentrations in the inlet followed by the outlet and ponds. Cd dissolved in the waters exhibited the highest level in Pekalongan (3.15 ± 0.33 μg L−1). Although Pb was not detected in the water, it was detected in the sediment, and the concentration ranged from 7.6 to 15.40 mg kg−1 dw. In general, the heavy metal concentrations in the sediments were found to decrease in the sequence Al > Fe > Mn > Zn > Cr > Cu > Co > Pb. Concentrations below the effects range low level based on the Canadian sediment quality guidelines were found for Cr, Cu, Pb, and Zn, whereas moderate sediment pollution (25–75 mg kg−1 dw) was observed for Cr (all regions), Cu (except in the Pekalongan region), and Zn (Brebes and Tegal regions) according to the US EPA standard. The status of the waters was evaluated by calculating a pollution index derived mostly from Mn and Zn. The ecological risk (geoaccumulation index (Igeo), contamination factor (CF), pollution load index (PLI), and potential ecological risk index (ERI)) determined in the sediments indicated that all studied areas had low to moderate contamination. The concentrations of all metals in shrimp were generally below the maximum limits for seafood, except for Zn (in all stations), Pb, and Cr (Tegal and Pekalongan). The hazard index values for metals indicated that consuming shrimp would not have adverse effects on human health.

This is a preview of subscription content, access via your institution.

Access options

Buy single article

Instant access to the full article PDF.

43,34 €

Price includes VAT (Finland)
Tax calculation will be finalised during checkout.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

References

  • Abrahim GMS, Parker RJ (2008) Assessment of heavy metal enrichment factors and the degree of contamination in marine sediments from Tamaki Estuary, Auckland, New Zealand. Environ Monit Assess 136:227–238

    CAS  Google Scholar 

  • Ahmed MK, Baki MA, Islam MS, Kundu GK, Habibullah-Al-Mamun M, Sarkar SK, Hossain MM (2015) Human health risk assessment of heavy metals in tropical fish and shellfish collected from the river Buriganga, Bangladesh. Environ Sci Pollut Res 22:15880–15890

    CAS  Google Scholar 

  • Ahmed MM, Doumenq P, Awaleh MO, Syakti AD, Asia L, Chiron S (2017) Levels and sources of heavy metals and PAHs in sediment of Djibouti-city (Republic of Djibouti). Mar Pollut Bull 120:340–346

    Google Scholar 

  • Anandkumar A, Nagarajan R, Prabakaran K, Rajaram R (2017) Trace metal dynamics and risk assessment in the commercially important marine shrimp species collected from the Miri coast, Sarawak, East Malaysia. Reg Stud Mar Sci 16:79–88

    Google Scholar 

  • Anandkumar A, Nagarajan R, Prabakaran K, Bing CH, Rajaram R (2018) Human health risk assessment and bioaccumulation of trace metals in fish species collected from the Miri coast, Sarawak, Borneo. Mar Pollut Bull 133:655–663

    CAS  Google Scholar 

  • Anandriyo Suryo M, Indah S (2013) Menuju Pengelolaan Sungai Bersih di Kawasan Industri Batik yang Padat Limbah Cair (Studi Empiris: Watershed Sungai Pekalongan di Kota Pekalongan). Diponegoro J Econ 2:130–141

    Google Scholar 

  • Apriliani MF, Widiyanto (2018) Influence of characteristics of entrepreneurs, capital and labor on the success of batik industry (ind.). Econ EducAna J 7:761–776

    Google Scholar 

  • Asare-Donkor NK, Ofosu JO, Adimado AA (2018) Hydrochemical characteristics of surface water and ecological risk assessment of sediments from settlements within the Birim River basin in Ghana. Environ Syst Res 7:9

    Google Scholar 

  • Ayisi CL, Hua X, Apraku A, Afriyie G, Kyei BA (2017) Recent studies toward the development of practical diets for shrimp and their nutritional requirements. HAYATI J Biosci 24:109–117

    Google Scholar 

  • Baki MA, Hossain MM, Akter J, Quraishi SB, Haque Shojib MF, Atique Ullah AKM, Khan MF (2018) Concentration of heavy metals in seafood (fishes, shrimp, lobster and crabs) and human health assessment in Saint Martin Island, Bangladesh. Ecotoxicol Environ Saf 159:153–163

    Google Scholar 

  • Barata C, Baird DJ, Nogueira AJA, Soares AMVM, Riva MC (2006) Toxicity of binary mixtures of metals and pyrethroid insecticides to Daphnia magna Straus. Implications for multi-substance risks assessment. Aquat Toxicol 78:1–14

    CAS  Google Scholar 

  • Bayuaji G, Damayanti A, Handayani T (2018) Environmental quality of shrimp ponds in the coastal region of Brebes Regency. The 3rd International Conference on Energy, Environmental and Information System (ICENIS 2018). EDP Sciences, 73

  • Boyd CE (2009) Trace metals toxic at high concentrations. Global Aquaculture Advocate 12:24–26

  • Boyd CE, Massaut L (1999) Risks associated with the use of chemicals in pond aquaculture. Aquac Eng 20:113–132

    Google Scholar 

  • BPS (2016) Consumption expenditure of population of Indonesia by province - based on the March 2016 Susenas. Statistics Indonesia, Jakarta

    Google Scholar 

  • BPS (2018a) Brebes Regency in figures 2018. BPS-Statistics of Brebes Regency, Brebes

    Google Scholar 

  • BPS (2018b) Pekalongan municipality in figures 2018. BPS-Statistics of Pekalongan Municipality, Pekalongan

    Google Scholar 

  • BPS (2018c) Pemalang in figures. BPS-StatisticsofPemalangRegency, Pemalang

    Google Scholar 

  • BPS (2018d) Tegal Regency in figures. BPS Statistics of Tegal Regency, Tegal

    Google Scholar 

  • Brady JP, Ayoko GA, Martens WN, Goonetilleke A (2015) Development of a hybrid pollution index for heavy metals in marine and estuarine sediments. Environ Monit Assess 187:306

    Google Scholar 

  • Brzóska MM, Moniuszko-Jakoniuk J (2001) Interactions between cadmium and zinc in the organism. Food Chem Toxicol 39:967–980

    Google Scholar 

  • CCME (2007) Canadian environmental quality guidelines Chapter 6: Canadian sediment quality guidelines for the protection of aquatic life Canadian Council of Ministers of the Environment

  • Cheng B, Liu Y, Yan H, Song Y, Li X (2014) Effect of copper on the growth of shrimps Litopenaeus vannamei: water parameters and copper budget in a recirculating system. Chin J Oceanol Limnol 32:1092–1104

    CAS  Google Scholar 

  • Comero S, Vaccaro S, Locoro G, De Capitani L, Gawlik BM (2014) Characterization of the Danube River sediments using the PMF multivariate approach. Chemosphere 95:329–335

    CAS  Google Scholar 

  • Costa BGB, Soares TM, Torres RF, Lacerda LD (2013) Mercury distribution in a mangrove tidal creek affected by intensive shrimp farming. Bull Environ Contam Toxicol 90:537–541

    CAS  Google Scholar 

  • Dadzie AA, Yuan L, Xing S, Liu X, Zhou X (2020) Survey and assessment of metals distribution in the overlying water of the representative lake and rivers in Zhenjiang, China. SN Appl Sci 2:776

    CAS  Google Scholar 

  • Davis DA, Lawrence AL, Gatlin III, D. (1993) Dietary copper requirement of Penaeus vannamei. Nippon Suisan Gakkaishi 59:117–122

    CAS  Google Scholar 

  • Delgado-Alvarez CG, Ruelas-Inzunza J, Osuna-López JI, Voltolina D, Frías-Espericueta MG (2015) Mercury content and their risk assessment in farmed shrimp Litopenaeus vannamei from NW Mexico. Chemosphere 119:1015–1020

    CAS  Google Scholar 

  • De Witte B, Ruttens A, Ampe B, Waegeneers N, Gauquie J, Devriese L, Cooreman K, Parmentier K (2016) Chemical analyses of dredged spoil disposal sites at the Belgian part of the North Sea. Chemosphere 156:172–180

    Google Scholar 

  • Dickinson WW, Dunbar GB, McLeod H (1996) Heavy metal history from cores in Wellington arbour, New Zealand. Environ Geol 27:59–69

    CAS  Google Scholar 

  • Fakhri Y, Mohseni-Bandpei A, Oliveri Conti G, Ferrante M, Cristaldi A, Jeihooni AK, Karimi Dehkordi M, Alinejad A, Rasoulzadeh H, Mohseni SM, Sarkhosh M, Keramati H, Moradi B, Amanidaz N, Baninameh Z (2018) Systematic review and health risk assessment of arsenic and lead in the fished shrimps from the Persian gulf. Food Chem Toxicol 113:278–286

    CAS  Google Scholar 

  • FAO (2018a) FAO yearbook. Fishery and aquaculture statistics 2016, Rome

  • FAO (2018b) The State of World Fisheries and Aquaculture 2018 - meeting the sustainable development goals, Rome, Licence: CC BY-NC-SA 3.0 IGO

  • Finley BL, Monnot AD, Paustenbach DJ, Gaffney SH (2012) Derivation of a chronic oral reference dose for cobalt. Regul Toxicol Pharmacol 64:491–503

    CAS  Google Scholar 

  • Frías-Espericueta MG, abad-rosales S, Nevarez-Velazquez AC, Osuna-Lopez I, Paez-Osuna F, Lozano-Olvera R, Voltolina D (2008a) Histological effects of a combination of heavy metals on Pacific white shrimp Litopenaeus vannamei juveniles. Aquat Toxicol 89:152–157

    Google Scholar 

  • Frías-Espericueta MG, Castro-Longoria R, Barrón-Gallardo GJ, Osuna-López JI, Abad-Rosales SM, Páez-Osuna F, Voltolina D (2008b) Histological changes and survival of Litopenaeus vannamei juveniles with different copper concentrations. Aquaculture 278:97–100

    Google Scholar 

  • Frías-Espericueta MG, Voltolina D, Osuna-López I, Izaguirre-Fierro G (2009) Toxicity of metal mixtures to the Pacific white shrimp Litopenaeus vannamei postlarvae. Mar Environ Res 68:223–226

    Google Scholar 

  • Ganugapenta S, Nadimikeri J, Chinnapolla SRRB, Ballari L, Madiga R, Nirmala K, Tella LP (2018) Assessment of heavy metal pollution from the sediment of Tupilipalem coast, southeast coast of India. Int J Sediment Res 33:294–302

    Google Scholar 

  • Garcia-Hernandez J, Ortega-Velez MI, Contreras-Paniagua AD, Aguilera-Marquez D, Leyva-Garcia G, Torre J (2018) Mercury concentrations in seafood and the associated risk in women with high fish consumption from coastal villages of Sonora, Mexico. Food Chem Toxicol 120:367–377

    CAS  Google Scholar 

  • Gargouri D, Gzam M, Kharroubi A, Jedoui Y (2018) Use of sediment quality indicators for heavy metals contamination and ecological risk assessment in urbanized coastal zones. Environ Earth Sci 77

  • Gu YG, Li QS, Fang JH, He BY, Fu HB, Tong ZJ (2014) Identification of heavy metal sources in the reclaimed farmland soils of the pearl river estuary in China using a multivariate geostatistical approach. Ecotoxicol Environ Saf 105:7–12

    CAS  Google Scholar 

  • Hadiyanto, Budiyanto S, Anies, Purnaweni H, Rya Sunoko H, Sudarno, Maryono (2018) Environmental analysis of the impacts of batik waste water polution on the quality of dug well water in the batik industrial center of Jenggot Pekalongan City. E3S Web of Conferences, 31

  • Hakanson L (1980) An ecological risk index for aquatic pollution control.a sedimentological approach. Water Res 14:975–1001

    Google Scholar 

  • Hartini E (2011) Kadar plumbum (pb) dalam umbi bawang merah di kecamatan kersana kabupaten brebes. Jurnal Visikes 10:69–75

    Google Scholar 

  • Ismanto H (2019) The association of lead levels and malondialdehyde levels of pregnant woman in coastal area of Brebes District. Media Kesehatan Masyarakat Indonesia 18

  • Jara-Marini ME, Soto-Jiménez MF, Páez-Osuna F (2009) Trophic relationships and transference of cadmium, copper, lead and zinc in a subtropical coastal lagoon food web from SE Gulf of California. Chemosphere 77:1366–1373

    CAS  Google Scholar 

  • Jonathan MP, Munoz-Sevilla NP, Gongora-Gomez AM, Luna Varela RG, Sujitha SB, Escobedo-Urias DC, Rodriguez-Espinosa PF, Campos Villegas LE (2017) Bioaccumulation of trace metals in farmed pacific oysters Crassostrea gigas from SW Gulf of California coast, Mexico. Chemosphere 187:311–319

    CAS  Google Scholar 

  • Ju Y-R, Chen C-W, Chen C-F, Chuang X-Y, Dong C-D (2017) Assessment of heavy metals in aquaculture fishes collected from southwest coast of Taiwan and human consumption risk. Int Biodeterior Biodegradation 124:314–325

    CAS  Google Scholar 

  • Kabir MI, Lee H, Kim G, Jun T (2011) Correlation assessment and monitoring of the potential pollutants in the surface sediments of Pyeongchang River, Korea. Int J Sediment Res 26:152–162

    Google Scholar 

  • Katya K, Lee S, Yun H, Dagoberto S, Browdy CL, Vazquez-Anon M, Bai SC (2016) Efficacy of inorganic and chelated trace minerals (Cu, Zn and Mn) premix sources in Pacific white shrimp, Litopenaeus vannamei (Boone) fed plant protein based diets. Aquaculture 459:117–123

    CAS  Google Scholar 

  • Keshavarzi B, Hassanaghaei M, Moore F, Rastegari Mehr M, Soltanian S, Lahijanzadeh AR, Sorooshian A (2018) Heavy metal contamination and health risk assessment in three commercial fish species in the Persian Gulf. Mar Pollut Bull 129:245–252

    CAS  Google Scholar 

  • KKP (2017) Laporan Tahunan Kementerian Kelautan dan Perikanan 2016. Kementerian Kelautan dan Perikanan RI, Jakarta

    Google Scholar 

  • Kowalska JB, Mazurek R, Gąsiorek M, Zaleski T (2018) Pollution indices as useful tools for the comprehensive evaluation of the degree of soil contamination–a review. Environ Geochem Health 40:2395–2420

    CAS  Google Scholar 

  • Lacerda LD, Santos JA, Madrid RM (2006) Copper emission factors from intensive shrimp aquaculture. Mar Pollut Bull 52:1823–1826

    CAS  Google Scholar 

  • Lacerda L, Santos J, Lopes D (2009) Fate of copper in intensive shrimp farms: bioaccumulation and deposition in pond sediments. Braz J Biol 69:851–858

    CAS  Google Scholar 

  • Lacerda LD, Soares TM, Costa BGB, Godoy MDP (2011) Mercury emission factors from intensive shrimp aquaculture and their relative importance to the Jaguaribe River estuary, NE Brazil. Bull Environ Contam Toxicol 87:657–661

    CAS  Google Scholar 

  • León-Cañedo JA, Alarcón-Silvas SG, Fierro-Sañudo JF, Mariscal-Lagarda MM, Díaz-Valdés T, Páez-Osuna F (2017) Assessment of environmental loads of cu and Zn from intensive inland shrimp aquaculture. Environ Monit Assess 189:69

    Google Scholar 

  • Lin S, Lin X, Yang Y, Li F, Luo L (2013) Comparison of chelated zinc and zinc sulfate as zinc sources for growth and immune response of shrimp (Litopenaeus vannamei). Aquaculture 406-407:79–84

    CAS  Google Scholar 

  • Liu S, Zhang Y, Bi S, Zhang X, Li X, Lin M, Hu G (2015) Heavy metals distribution and environmental quality assessment for sediments off the southern coast of the Shandong Peninsula, China. Mar Pollut Bull 100:483–488

    CAS  Google Scholar 

  • Liu Q, Liao Y, Shou L (2018) Concentration and potential health risk of heavy metals in seafoods collected from Sanmen Bay and its adjacent areas, China. Mar Pollut Bull 131:356–364

    CAS  Google Scholar 

  • Liu Q, Xu X, Zeng J, Shi X, Liao Y, Du P, Tang Y, Huang W, Chen Q, Shou L (2019) Heavy metal concentrations in commercial marine organisms from Xiangshan Bay, China, and the potential health risks. Mar Pollut Bull 141:215–226

    CAS  Google Scholar 

  • Lizárraga-Mendiola L, Duran M-D-C, González-Sandoval M-D-R (2008) Environmental assessment of an active tailings pile in the state of Mexico (Central Mexico). Res J Environ Sci 2:197–208

    Google Scholar 

  • Lu X, Wang L, Lei K, Huang J, Zhai Y (2009) Contamination assessment of copper, lead, zinc, manganese and nickel in street dust of Baoji, NW China. J Hazard Mater 161:1058–1062

    CAS  Google Scholar 

  • Madusari,BD, Pranggono H, Linayati (2016) Analisis Kandungan Timbal (Pb) ,Cadmium (Cd) pada Air dan Ikan Bandeng (Chanos chanos) di Tambak Kota dan Kabupaten Pekalongan. Seminar Nasional Tahunan Ke-V Hasil-Hasil Penelitian Perikanan dan Kelautan, 2016 Semarang. Fakultas Perikanan dan Ilmu Kelautan UNDIP, 658–668

  • McLennan SM (2001) Relationships between the trace element composition of sedimentary rocks and upper continental crust. Geochem Geophys Geosyst 2

  • Mirza R, Moeinaddini M, Pourebrahim S, Zahed MA (2019) Contamination, ecological risk and source identification of metals by multivariate analysis in surface sediments of the Khouran Straits, the Persian Gulf. Mar Pollut Bull 145:526–535

    CAS  Google Scholar 

  • Mohanty RK, Ambast SK, Panigrahi P, Mandal KG (2018) Water quality suitability and water use indices: useful management tools in coastal aquaculture of Litopenaeus vannamei. Aquaculture 485:210–219

    Google Scholar 

  • Mohapatra A, Rautray TR, Vijayan V, Mohanty RK, Dey SK (2007) Trace elemental characterization of some food crustacean tissue samples by EDXRF technique. Aquaculture 270:552–558

    CAS  Google Scholar 

  • Mok WJ, Senoo S, Itoh T, Tsukamasa Y, Kawasaki K-I, Ando M (2012) Assessment of concentrations of toxic elements in aquaculture food products in Malaysia. Food Chem 133:1326–1332

    CAS  Google Scholar 

  • Muller G (1969) Index of geoaccumulation in sediments of the Rhine River. Geojournal 2:108–118

    Google Scholar 

  • Nascimento JR, Bidone ED, Rolão-Araripe D, Keunecke KA, Sabadini-Santos E (2016) Trace metal distribution in white shrimp (Litopenaeus schmitti) tissues from a Brazilian coastal area. Environ Earth Sci 75:990

    Google Scholar 

  • Nowrouzi M, Pourkhabbaz A (2014) Application of geoaccumulation index and enrichment factor for assessing metal contamination in the sediments of Hara Biosphere Reserve, Iran. Chem Speciat Bioavailab 26:99–105

    Google Scholar 

  • Núñez-Nogueira G, Fernández-Bringas L, Ordiano-Flores A, Gómez-Ponce A, De León-Hill CP, González-Farías F (2012) Accumulation and regulation effects from the metal mixture of Zn, Pb, and Cd in the tropical shrimp Penaeus vannamei. Biol Trace Elem Res 150:208–213

    Google Scholar 

  • NYSDOH (2007) Hopewell precision area contamination: appendix C-NYS DOH. Procedure for evaluating potential health risks for contaminants of concern. New York State Department of Health, New York

    Google Scholar 

  • Páez-Osuna F, Ruiz-Fernández C (1995) Trace metals in the Mexican shrimp Penaeus vannamei from estuarine and marine environments. Environ Pollut 87:243–247

    Google Scholar 

  • Páez-Osuna F, Tron-Mayen L (1996) Concentration and distribution of heavy metals in tissues of wild and farmed shrimp Penaeus vannamei from the northwest coast of Mexico. Environ Int 22:443–450

    Google Scholar 

  • Pandey B, Agrawal M, Singh S (2015) Ecological risk assessment of soil contamination by trace elements around coal mining area. J Soils Sediments 16:159–168

    Google Scholar 

  • Paul BG, Vogl CR (2013) Organic shrimp aquaculture for sustainable household livelihoods in Bangladesh. Ocean Coast Manag 71:1–12

    Google Scholar 

  • Pourang N, Dennis JH, Ghourchian H (2004) Tissue distribution and redistribution of trace elements in shrimp species with the emphasis on the roles of metallothionein. Ecotoxicology 13:519–533

    CAS  Google Scholar 

  • Prapaiwong N, Boyd CE (2014) Trace elements in waters of inland, low-salinity shrimp ponds in Alabama. Aquac Res 45:327–333

    CAS  Google Scholar 

  • Puspita UR, Siregar AS, Hidayati NV (2011) Kemampuan tumbuhan air sebagai agen fitoremediator logam berat kromium (Cr) yang terdapat pada limbah cair industri batik. Terubuk 39:58–64

    Google Scholar 

  • Puspita LVJ, Afiati N, Purnomo PW (2018) Water quality appropriateness for some allotment in coastal area (case study: Pesantren and Mojo Village, Ulujami, Pemalang). J Maquares 7:110–120

    Google Scholar 

  • Qian D, Xu C, Chen C, Qin JG, Chen L, Li E (2020) Toxic effect of chronic waterborne copper exposure on growth, immunity, anti-oxidative capacity and gut microbiota of Pacific white shrimp Litopenaeus vannamei. Fish Shellfish Immun 100:445–455

    CAS  Google Scholar 

  • Qing X, Yutong Z, Shenggao L (2015) Assessment of heavy metal pollution and human health risk in urban soils of steel industrial city (Anshan), Liaoning, Northeast China. Ecotoxicol Environ Saf 120:377–385

    CAS  Google Scholar 

  • Qiu Y-W (2015) Bioaccumulation of heavy metals both in wild and mariculture food chains in Daya Bay, South China. Estuar Coast Shelf Sci 163:7–14

    CAS  Google Scholar 

  • Qiu X, Tian H, Davis DA (2017) Evaluation of a high protein distiller’s dried grains product as a protein source in practical diets for Pacific white shrimp Litopenaeus vannamei. Aquaculture 480:1–10

    CAS  Google Scholar 

  • Rachmansyah, Mustafa A, Paena M (2010) Characteristics, suitability, and management of land for brackishwater ponds in Pekalongan City, Central Java Province. J Ris Akuakultur 5:505–521

    Google Scholar 

  • Rahman MS, Saha N, Molla AH (2014) Potential ecological risk assessment of heavy metal contamination in sediment and water body around Dhaka export processing zone, Bangladesh. Environ Earth Sci 71:2293–2308

    CAS  Google Scholar 

  • Ranjan P, Ramanathan AL, Kumar A, Singhal RK, Datta D, Venkatesh M (2018) Trace metal distribution, assessment and enrichment in the surface sediments of Sundarban mangrove ecosystem in India and Bangladesh. Mar Pollut Bull 127:541–547

    CAS  Google Scholar 

  • Rashidi HR, Sulaiman NMN, Hashim NA (2012) Batik industry synthetic wastewater treatment using nanofiltration membrane. Procedia Engi 44:2010–2012

    Google Scholar 

  • Rink L, Kirchner H (2000) Zinc-altered immune function and cytokine production. J Nutr 130:1407S–1411S

    CAS  Google Scholar 

  • Ruelas-Inzunza J, Páez-Osuna F (2004) Distribution and concentration of trace metals in tissues of three penaeid shrimp species from Altata-Ensenada del Pabellón Lagoon (S.E. Gulf of California). Bull Environ Contam Toxicol 72:452–459

    CAS  Google Scholar 

  • Rukayah RS, Wibowo AA, Wahyuningrum SH (2015) Public participation in branding road corridor as shopping window or batik industry at Pekalongan. Procedia Soc Behav Sci 168:76–86

    Google Scholar 

  • Santos EE, Lauria DC, Porto Da Silveira, CL (2004) Assessment of daily intake of trace elements due to consumption of foodstuffs by adult inhabitants of Rio de Janeiro City. Sci Total Environ 327:69–79

  • Sarkar T, Alam MM, Parvin N, Fardous Z, Chowdhury AZ, Hossain S, Haque ME, Biswas N (2016) Assessment of heavy metals contamination and human health risk in shrimp collected from different farms and rivers at Khulna-Satkhira region, Bangladesh. Toxicol Rep 3:346–350

    CAS  Google Scholar 

  • Satapathy DR, Panda CR (2015) Spatio-temporal distribution of major and trace metals in estuarine sediments of Dhamra, Bay of Bengal, India—its environmental significance. Environ Monit Assess 187:4133

    CAS  Google Scholar 

  • Sawitri R, Karlina E (2006) Riverine quality of wetlands in Comal River, Pemalang and Kedung Coet river, Indramayu. Jurnal Penelitian Hutan Dan Konservasi Alam 3:185–195

    Google Scholar 

  • Setiyono A, Gustaman RA (2017) Pengendalian kromium (Cr) yang terdapat di limbah batik dengan metode fitoremediasi. Unnes J Public Health 6:155–160

    Google Scholar 

  • Sfakianakis DG, Renieri E, Kentouri M, Tsatsakis AM (2015) Effect of heavy metals on fish larvae deformities: a review. Environ Res 137:246–255

    CAS  Google Scholar 

  • Soegianto A, Irawan B, Usman N (2013) Effects of sublethal copper concentrations on gills of white shrimp (Litopenaeus vannamei, Boone 1931). Bull Environ Contam Toxicol 91:630–634

    CAS  Google Scholar 

  • Soto-Jiménez MF, Arellano-Fiore C, Rocha-Velarde R, Jara-Marini ME, Ruelas-Inzunza J, Páez-Osuna F (2011) Trophic transfer of lead through a model marine four-level food chain: Tetraselmis suecica, Artemia franciscana, Litopenaeus vannamei, and Haemulon scudderi. Arch Environ Contam Toxicol 61:280–291

    Google Scholar 

  • Srichandan S, Panigrahy RC, Baliarsingh SK, Rao BS, Pati P, Sahu BK, Sahu KC (2016) Distribution of trace metals in surface seawater and zooplankton of the Bay of Bengal, off Rushikulya estuary, East Coast of India. Mar Pollut Bull 111:468–475

    CAS  Google Scholar 

  • Suantika G, Situmorang ML, Kurniawan JB, Pratiwi SA, Aditiawati P, Astuti DI, Azizah FFN, Djohan YA, Zuhri U, Simatupang TM (2018) Development of a zero water discharge (ZWD)—recirculating aquaculture system (RAS) hybrid system for super intensive white shrimp (Litopenaeus vannamei) culture under low salinity conditions and its industrial trial in commercial shrimp urban farming in Gresik, East Java, Indonesia. Aquac Eng 82:12–24

    Google Scholar 

  • Syakti AD, Demelas C, Hidayati NV, Rakasiwi G, Vassalo L, Kumar N, Prudent P, Doumenq P (2015) Heavy metal concentrations in natural and human-impacted sediments of Segara Anakan Lagoon, Indonesia. Environ Monit Assess 187:4079

    CAS  Google Scholar 

  • Takarina ND, Pin TG (2017) Bioconcentration factor (BCF) and translocation factor (TF) of heavy metals in mangrove trees of Blanakan fish farm. Makara J Sci 21:77–81

    Google Scholar 

  • Taylor SR (1964) Abundance of chemical elements in the continental crust: a new table. Geochim Cosmochim Acta 28:1273–1285

    CAS  Google Scholar 

  • Turekian KK, Wedepohl KH (1961) Distribution of the elements in some major units of the earth’s crust. Geol Soc Am Bull 72:175–192

    CAS  Google Scholar 

  • USEPA (1989) Risk assessment guidance for superfund. Volume I: human health evaluation manual (part A). EPA/540/1-89/002

  • USEPA (2002) A review of the reference dose and reference concentration processes. V. U.S. Environmental Protection Agency, Washington

    Google Scholar 

  • USEPA (2018) USEPA regional screening level (RSL) summary table: November 2018. USEPA (United States Environmental Protection Agency)-last update: November, 2018

  • Wahyuningrat, Haryanto T, Rosyadi S (2018) Practices of illegal fishing in Pemalang region: a policy analysis. In: 2nd scientific communication in fisheries and marine sciences (SCiFiMaS 2018). EDP Sciences, Purwokerto

    Google Scholar 

  • Walpole SC, Prieto-Merino D, Edwards P, Cleland J, Stevens G, Roberts I (2012) The weight of nations: an estimation of adult human biomass. BMC Public Health 12:439

    Google Scholar 

  • Wang SL, Xu XR, Sun YX, Liu JL, Li HB (2013) Heavy metal pollution in coastal areas of South China: a review. Mar Pollut Bull 76:7–15

    CAS  Google Scholar 

  • Wang Z, Dong X, Zhou S, Yan C, Yan Y, Chi Q (2014) Contamination assessments of surface water in coastal lagoon (Maluan Bay, China) incorporating biomarker responses and bioaccumulation in hepatopancreas of exposed shrimp (Litopenaeus vannamei)—an integrative approach. Environ Sci Pollut Res 21:205–219

    CAS  Google Scholar 

  • Watanabe T, Kiron V, Satoh S (1997) Trace minerals in fish nutrition. Aquaculture 151:185–207

    CAS  Google Scholar 

  • WHO (2004) Manganese and its compounds: environmental aspects. World Health Organization, Geneva

    Google Scholar 

  • Wu JP, Chen H-C (2004) Effects of cadmium and zinc on oxygen consumption, ammonium excretion, and osmoregulation of white shrimp (Litopenaeus vannamei). Chemosphere 57:1591–1598

    CAS  Google Scholar 

  • Wu JP, Chen HC (2005) Metallothionein induction and heavy metal accumulation in white shrimp Litopenaeus vannamei exposed to cadmium and zinc. Comp Biochem Physiol C Toxicol Pharmacol 140:383–394

    Google Scholar 

  • Wu X-Y, Yang Y-F (2011) Heavy metal (Pb, Co, Cd, Cr, Cu, Fe, Mn and Zn) concentrations in harvest-size white shrimp Litopenaeus vannamei tissues from aquaculture and wild source. J Food Compos Anal 24:62–65

    CAS  Google Scholar 

  • Wu H, Liu J, Bi X, Lin G, Feng CC, Li Z, Qi F, Zheng T, Xie L (2017) Trace metals in sediments and benthic animals from aquaculture ponds near a mangrove wetland in southern China. Mar Pollut Bull 117:486–491

    CAS  Google Scholar 

  • Xavier DA, Schettini CA, Franca EJ, Figueira RC, Barcellos RL (2017) Determination of geochemical background values on a tropical estuarine system in a densely urban area. Case study: Capibaribe estuary, northeastern Brazil. Mar Pollut Bull 123:381–386

    CAS  Google Scholar 

  • Yabanli M, Alparslan Y (2015) Potential health hazard assessment in terms of some heavy metals determined in demersal fishes caught in eastern Aegean Sea. Bull Environ Contam Toxicol 95:494–498

    CAS  Google Scholar 

  • Yan N, Liu W, Xie H, Gao L, Han Y, Wang M, Li H (2016) Distribution and assessment of heavy metals in the surface sediment of Yellow River, China. J Environ Sci 39:45–51

    CAS  Google Scholar 

  • Yang J, Cui Z, Dada OA, Yang Y, Yu H, Xu Y, Lin Z, Chen Y, Tang X (2018) Distribution and enrichment of trace metals in surface marine sediments collected by the manned submersible Jiaolong in the Yap Trench, northwest Pacific Ocean. Mar Pollut Bull 135:1035–1041

    CAS  Google Scholar 

  • Yavar Ashayeri N, Keshavarzi B (2019) Geochemical characteristics, partitioning, quantitative source apportionment, and ecological and health risk of heavy metals in sediments and water: a case study in Shadegan wetland, Iran. Mar Pollut Bull 149:110495

    CAS  Google Scholar 

  • Ye Z, Li Q, Liu J, Luo S, Zhou Q, Bi C, Ma S, Chen Y, Chen H, Li L, Ge X (2017) Investigation of submicron aerosol characteristics in Changzhou, China: composition, source, and comparison with co-collected PM2.5. Chemosphere 183:176–185

    CAS  Google Scholar 

  • Yuan Y, Jin M, Xiong J, Zhou Q (2019) Effects of dietary dosage forms of copper supplementation on growth, antioxidant capacity, innate immunity enzyme activities and gene expressions for juvenile Litopenaeus vannamei. Fish Shellfish Immunol 84:1059–1067

    CAS  Google Scholar 

  • Yulianto B, Oetari PS, Februhardi S, Putranto WC, Soegianto A (2019) Heavy metals (Cd, Pb, Cu, Zn) concentrations in edible bivalves harvested from northern coast of Central Java, Indonesia. International Conference on Science and Technology for Environmental Protection. Surabaya: IOP Publishing Ltd.

  • Zhang J, Liu CL (2002) Riverine composition and estuarine geochemistry of particulate metals in China—weathering features, anthropogenic impact and chemical fluxes. Estuar Coast Shelf Sci 54:1051–1070

    CAS  Google Scholar 

  • Zhang Y, Lu X, Wang N, Xin M, Geng S, Jia J, Meng QJES, Research P (2016) Heavy metals in aquatic organisms of different trophic levels and their potential human health risk in Bohai Bay, China. Environ Sci Pollut R 23:17801–17810

    CAS  Google Scholar 

  • Zhang Y, Chu C, Li T, Xu S, Liu L, Ju M (2017) A water quality management strategy for regionally protected water through health risk assessment and spatial distribution of heavy metal pollution in 3 marine reserves. Sci Total Environ 599-600:721–731

    CAS  Google Scholar 

  • Zhang W, Zhang X, Tian Y, Zhu Y, Tong Y, Li Y, Wang X (2018) Risk assessment of total mercury and methylmercury in aquatic products from offshore farms in China. J Hazard Mater 354:198–205

    CAS  Google Scholar 

  • Zhao R, Yan S, Liu M, Wang B, Hu D, Guo D, Wang J, Xu W, Fan C (2016) Seafood consumption among Chinese coastal residents and health risk assessment of heavy metals in seafood. Environ Sci Pollut Res Int 23:16834–16844

    CAS  Google Scholar 

  • Zhong S, Geng H, Zhang F, Liu Z, Wang T, Song B (2015) Risk assessment and prediction of heavy metal pollution in groundwater and river sediment: a case study of a typical agricultural irrigation area in Northeast China. Int J Anal Chem 2015:921539

    Google Scholar 

Download references

Acknowledgments

The authors thank Elodie Vermeille, Wulandari Sarasati, Jamaludin, Rizqy Firmansyah, Helmi Mubarak, and Jessica for their support and help during the sampling campaign and during sample processing in the laboratory. Finally, we also thank the reviewers for their helpful comments and suggestions.

Funding

This study received financial support from the Indonesian Endowment Fund for Education (LPDP), the Ministry of Finance, the Directorate General of Higher Education (DIKTI), and the Ministry of Research, Technology and Higher Education of the Republic of Indonesia, provided through the framework of the BUDI-LN program and a doctoral research grant.

Author information

Affiliations

  1. Aix-Marseille University, CNRS, LCE, Marseille, France

    Nuning Vita Hidayati, Pascale Prudent, Laurence Asia, Laurent Vassalo & Pierre Doumenq

  2. Fisheries and Marine Science Faculty, Jenderal Soedirman University, Kampus Karangwangkal, Jl. dr. Suparno, Purwokerto, 53123, Indonesia

    Nuning Vita Hidayati

  3. Faculty of Fisheries and Marine Sciences, Diponegoro University, Jl. Prof. H. Soedharto, SH, Tembalang, Semarang, 50275, Indonesia

    Nuning Vita Hidayati, Ita Widowati & Agus Sabdono

  4. Center for Maritime Biosciences Studies – Institute for Sciences and Community Service, Jenderal Soedirman University, Kampus Karangwangkal, Jl. dr. Suparno, Purwokerto, 53123, Indonesia

    Nuning Vita Hidayati & Agung Dhamar Syakti

  5. Aix-Marseille University, CNRS, IMBE, IRD, Avignon Université, Marseille, France

    Franck Torre

  6. Marine Science and Fisheries Faculty, Raja Ali Haji Maritime University, Jl. Politeknik, Senggarang, Tanjungpinang, Riau Islands Province, 29100, Indonesia

    Agung Dhamar Syakti

Authors
  1. Nuning Vita Hidayati
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Pascale Prudent
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. Laurence Asia
    View author publications

    You can also search for this author in PubMed Google Scholar

  4. Laurent Vassalo
    View author publications

    You can also search for this author in PubMed Google Scholar

  5. Franck Torre
    View author publications

    You can also search for this author in PubMed Google Scholar

  6. Ita Widowati
    View author publications

    You can also search for this author in PubMed Google Scholar

  7. Agus Sabdono
    View author publications

    You can also search for this author in PubMed Google Scholar

  8. Agung Dhamar Syakti
    View author publications

    You can also search for this author in PubMed Google Scholar

  9. Pierre Doumenq
    View author publications

    You can also search for this author in PubMed Google Scholar

Corresponding author

Correspondence to Agung Dhamar Syakti.

Additional information

Publisher’s note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Responsible Editor: Philippe Garrigues

Electronic supplementary material

ESM 1

(DOCX 690 kb)

Rights and permissions

Reprints and Permissions

About this article

Verify currency and authenticity via CrossMark

Cite this article

Hidayati, N.V., Prudent, P., Asia, L. et al. Assessment of the ecological and human health risks from metals in shrimp aquaculture environments in Central Java, Indonesia. Environ Sci Pollut Res 27, 41668–41687 (2020). https://doi.org/10.1007/s11356-020-09967-8

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11356-020-09967-8

Keywords

  • Sustainable aquaculture
  • Litopenaeus vannamei
  • Food safety
  • Trace metals
  • Pollution index