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Modeling the transfer of arsenic from soil to carrot (Daucus carota L.)—a greenhouse and field-based study

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Abstract

Reliable empirical models describing arsenic (As) transfer in soil-plant systems are needed to estimate the human As burden from dietary intake. A greenhouse experiment was conducted in parallel with a field trial located at three sites through China to develop and validate soil-plant transfer models to predict As concentrations in carrot (Daucus carota L.). Stepwise multiple linear regression relationships were based on soil properties and the pseudo total (aqua regia) or available (0.5 M NaHCO3) soil As fractions. Carrot As contents were best predicted by the pseudo total soil As concentrations in combination with soil pH and Fe oxide, with the percentage of variation explained being up to 70 %. The constructed prediction model was further validated and improved to avoid overprotection using data from the field trial. The final obtained model is of great practical relevance to the prediction of As uptake under field conditions.

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References

  • Adams ML, Zhao FJ, McGrath SP, Nicholson FA, Chambers BJ (2004) Predicting cadmium concentrations in wheat and barley grain using soil properties. J Environ Qual 33:532–541

    Article  CAS  Google Scholar 

  • Adriano DC (2001) Trace element in the terrestrial environments: biogeochemistry, bioavailability, and risk of metals, 2nd edn. Springer, New York, p 238

    Book  Google Scholar 

  • Alexander PD, Alloway BJ, Dourado AM (2006) Genotypic variations in the accumulation of Cd, Cu, Pb and Zn exhibited by six commonly grown vegetables. Environ Pollut 144:736–745

    Article  CAS  Google Scholar 

  • Algreen M, Trapp S, Rein A (2014) Phytoscreening and phytoextraction of heavy metals at Danish polluted sites using willow and poplar trees. Environ Sci Pollut Res 21:8992–9001

    Article  CAS  Google Scholar 

  • ATSDR (2013) Agency for toxic substances and disease registry of the U.S. Department of Health and Human Services. http://www.atsdr.cdc.gov/spl/. Accessed 12 Nov 2014

  • Bacigalupo C, Hale B (2011) Soil–plant transfer factors for garden produce from contaminated soils: site specific versus generic estimates for As and Pb. Hum Ecol Risk Assess 17:394–413

    Article  CAS  Google Scholar 

  • Bergqvist C, Herbert R, Persson I, Greger M (2014) Plants influence on arsenic availability and speciation in the rhizosphere, roots and shoots of three different vegetables. Environ Pollut 184:540–546

    Article  CAS  Google Scholar 

  • Boshoff M, De Jonge M, Scheifler R, Bervoets L (2014) Predicting As, Cd, Cu, Pb and Zn levels in grasses (Agrostis sp. and Poa sp.) and stinging nettle (Urtica dioica) applying soil–plant transfer models. Sci Total Environ 493:862–871

    Article  CAS  Google Scholar 

  • Brunetti G, Farrag K, Rovira PS, Nigro F, Senesi N (2011) Greenhouse and field studies on Cr, Cu, Pb and Zn phytoextraction by Brassica napus from contaminated soils in the Apulia region, Southern Italy. Geoderma 160:517–523

    Article  CAS  Google Scholar 

  • Brus DJ, Li ZB, Song J, Koopmans GF, Temminghoff EJM, Yin XB, Yao CX, Zhang HB, Luo YM, Japenga J (2009) Predictions of spatially averaged cadmium contents in rice grains in the Fuyang Valley, P.R. China. J Environ Qual 38:1126–1136

    Article  CAS  Google Scholar 

  • Bunzl K, Trautmannsheimer M, Schramel P, Reifenhäuser W (2001) Availability of arsenic, copper, lead, thallium, and zinc to various vegetables grown in slag-contaminated soils. J Environ Qual 30:934–939

    Article  CAS  Google Scholar 

  • Cao Q, Hu QH, Baisch C, Khan S, Zhu YG (2009) Arsenate toxicity for wheat and lettuce in six Chinese soils with different properties. Environ Toxicol Chem 28:1946–1950

    Article  CAS  Google Scholar 

  • Chang CY, Xu XH, Liu CP, Li SY, Liao XR, Dong J, Li FB (2014) Heavy metal accumulation in balsam pear and cowpea related to the geochemical factors of variable-charge soils in the Pearl River Delta, South China. Environ Sci: Processes Impacts 16:1790–1798

    CAS  Google Scholar 

  • Chou ML, Jean JS, Sun GX, Hseu ZY, Yang CM, Das S, Teng JH (2014) Distribution and accumulation of arsenic in rice plants grown in arsenic-rich agricultural soil. Agron J 106:945–951

    Article  CAS  Google Scholar 

  • Codling EE, Chaney RL, Green CE (2014) Accumulation of lead and arsenic by carrots grown on lead-arsenate contaminated orchard soils. J Plant Nutr. doi:10.1080/01904167.2014.934477

    Google Scholar 

  • Cooperative Research Group on Chinese Soil Taxonomy (2001) Chinese soil taxonomy. Science Press, Beijing, China

    Google Scholar 

  • Ding CF, Zhang TL, Li XG, Wang XX (2014) Major controlling factors and prediction models for mercury transfer from soil to carrot. J Soils Sediments 14:1136–1146

    Article  CAS  Google Scholar 

  • Defoe PP, Hettiarachchi GM, Benedict C, Martin S (2014) Safety of gardening on lead- and arsenic-contaminated urban brownfields. J Environ Qual. doi:10.2134/jeq2014.03.0099

    Google Scholar 

  • Fitz WJ, Wenzel WW (2006) Sequestration of arsenic by plants. In: Naidu R, Smith E, Owens G, Bhattacharya P, Nadebaum P (eds) Managing arsenic in the environment: from soil to human health. CSIRO Publishing, Melbourne, p 209

    Google Scholar 

  • García-Gómez C, Esteban E, Sánchez-Pardo B, Fernández MD (2014) Assessing the ecotoxicological effects of long-term contaminated mine soils on plants and earthworms: relevance of soil (total and available) and body concentrations. Ecotoxicology 23:1195–1209

    Article  Google Scholar 

  • Helgesen H, Larsen EH (1998) Bioavailability and speciation of arsenic in carrots grown in contaminated soil. Analyst 123:791–796

    Article  CAS  Google Scholar 

  • Horswell J, Speir T (2006) Arsenic phytotoxicity. In: Naidu R, Smith E, Owens G, Bhattacharya P, Nadebaum P (eds) Managing arsenic in the environment: from soil to human health. CSIRO Publishing, Melbourne, p 200

    Google Scholar 

  • Huang RQ, Gao SF, Wang WL, Staunton S, Wang G (2006) Soil arsenic availability and the transfer of soil arsenic to crops in suburban areas in Fujian Province, southeast China. Sci Total Environ 368:531–541

    Article  CAS  Google Scholar 

  • Jiang W, Hou QY, Yang ZF, Zhong C, Zheng GD, Yang ZQ, Li J (2014) Evaluation of potential effects of soil available phosphorus on soil arsenic availability and paddy rice inorganic arsenic content. Environ Pollut 188:159–165

    Article  CAS  Google Scholar 

  • Jiang W, Zhang SZ, Shan XQ, Feng MH, Zhu YG, McLaren RG (2005) Adsorption of arsenate on soils. Part 2: modeling the relationship between adsorption capacity and soil physiochemical properties using 16 Chinese soils. Environ Pollut 138:285–289

    Article  CAS  Google Scholar 

  • Juhasz AL, Smith E, Weber J, Rees M, Rofe A, Kuchel T, Sansom L, Naidu R (2007) In vitro assessment of arsenic bioaccessibility in contaminated (anthropogenic and geogenic) soils. Chemosphere 69:69–78

    Article  CAS  Google Scholar 

  • Legind CN, Trapp S (2010) Comparison of prediction methods for the uptake of As, Cd and Pb in carrot and lettuce. SAR QSAR Environ Res 21:513–525

    Article  CAS  Google Scholar 

  • Liao XJ, Fu YR, He YS, Yang Y (2014) Occurrence of arsenic in fruit of mango plant (Mangifera indica L.) and its relationship to soil properties. Catena 113:213–218

    Article  CAS  Google Scholar 

  • Lu RK (2000) Analytical methods of agricultural chemistry in soil. China Agricultural Scientech Press, Beijing, China

    Google Scholar 

  • Martin M, Bonifacio E, Hossain KMJ, Huq SMI, Barberis E (2014) Arsenic fixation and mobilization in the soils of the Ganges and Meghna floodplains. Impact of pedoenvironmental properties. Geoderma 228–229:132–141

    Article  Google Scholar 

  • Ministry of Health of China (2013) Chinese food safety standard for contaminants in foods (GB 2762–2012). http://www.moh.gov.cn/ewebeditor/uploadfile/2013/01/20130128114248937.pdf. Accessed 12 Nov 2014

  • McGrath SP, Zhao FJ (2013) Concentrations of metals and metalloids in soils that have the potential to lead to exceedance of maximum limit concentrations of contaminants in food and feed. Soil Use Manag. doi:10.1111/sum.12080

    Google Scholar 

  • McLaughlin MJ, Lofts S, Warne MSJ, Amorim MJB, Fairbrother A, Lanno R, Hendershot W, Schlekat CE, Ma YB, Paton GI (2010) Derivation of ecologically based soil standards for trace elements. In: Merrington G, Schoeters I (eds) Soil quality standards for trace elements. CRC Press, Boca Raton, pp 7–80

    Chapter  Google Scholar 

  • Moreno-Jiménez E, Esteban E, Peñalosa JM (2012) The fate of arsenic in soil-plant systems. Rev Environ Contam Toxicol 215:1–37

    Google Scholar 

  • Norton G, Deacon C, Mestrot A, Feldmann J, Jenkins P, Baskaran C, Meharg AA (2013) Arsenic speciation and localization in horticultural produce grown in a historically impacted mining region. Environ Sci Technol 47:6164–6172

    CAS  Google Scholar 

  • Richards JR, Schroder JL, Zhang H, Basta NT, Wang Y, Payton ME (2012) Trace elements in benchmark soils of Oklahoma. Soil Sci Soc Am J 76:2031–2040

    Article  CAS  Google Scholar 

  • Rosas-Castor JM, Guzmán-Mar JL, Alfaro-Barbosa JM, Hernández-Ramírez A, Pérez-Maldonado IN, Caballero-Quintero A, Hinojosa-Reyes L (2014) Evaluation of the transfer of soil arsenic to maize crops in suburban areas of San Luis Potosi, Mexico. Sci Total Environ 497–498:153–162

    Article  Google Scholar 

  • Römkens PFAM, Guo HY, Chu CL, Liu TS, Chiang CF, Koopmans GF (2009) Prediction of cadmium uptake by brown rice and derivation of soil–plant transfer models to improve soil protection guidelines. Environ Pollut 157:2435–2444

    Article  Google Scholar 

  • Rötting TS, Mercado M, García ME, Quintanilla J (2014) Environmental distribution and health impacts of As and Pb in crops and soils near Vinto smelter, Oruro, Bolivia. Int J Environ Sci Technol 11:935–948

    Article  Google Scholar 

  • Seyfferth AL, McCurdy S, Schaefer MV, Fendorf S (2014) Arsenic concentrations in paddy soil and rice and health implications for major rice-growing regions of Cambodia. Environ Sci Technol 48:4699–4706

    Article  CAS  Google Scholar 

  • Smolders E, Oorts K, Van Sprang P, Schoeters I, Janssen CR, McGrath SP, McLaughlin MJ (2009) Toxicity of trace metals in soil as affected by soil type and aging after contamination: using calibrated bioavailability models to set ecological soil standards. Environ Toxicol Chem 28:1633–1642

    Article  CAS  Google Scholar 

  • State Environmental Protection Administration of China (1995) Soil environmental quality standard of China (GB 15618–1995). http://kjs.mep.gov.cn/hjbhbz/bzwb/trhj/trhjzlbz/199603/t19960301_82028.htm. Accessed 12 Nov 2014

  • Su SW, Tsui CC, Lai HY, Chen ZS (2014) Food safety and bioavailability evaluations of four vegetables grown in the highly arsenic-contaminated soils on the Guandu Plain of northern Taiwan. Int J Environ Res Public Health 11:4091–4107

    Article  CAS  Google Scholar 

  • Teng YG, Wu J, Lu SJ, Wang YY, Jiao XD, Song LT (2014) Soil and soil environmental quality monitoring in China: a review. Environ Int 69:177–199

    Article  CAS  Google Scholar 

  • Tong JT, Guo HM, Wei C (2014) Arsenic contamination of the soil–wheat system irrigated with high arsenic groundwater in the Hetao Basin, Inner Mongolia, China. Sci Total Environ 496:479–487

    Article  CAS  Google Scholar 

  • Williams PN, Zhang H, Davison W, Meharg AA, Hossain M, Norton GJ, Brammer H, Islam MR (2011) Organic matter—solid phase interactions are critical for predicting arsenic release and plant uptake in Bangladesh paddy soils. Environ Sci Technol 45:6080–6087

    Article  CAS  Google Scholar 

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Acknowledgments

This work was jointly sponsored by the Special Fund for Agro-scientific Research Program in the Public Interest (No. 200903015) and the GanPo 555 Talents Program of Jiangxi Province, China. The authors wish to thank Prof. Chao Gao and Weidong Wu for their help in the field trials and Ya Liu for her assistance in providing Fig. 1.

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The authors declare no potential conflicts of interest.

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The present research did not involve human participants and/or animals.

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Correspondence to Xingxiang Wang.

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Responsible editor: Michael Matthies

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Ding, C., Zhou, F., Li, X. et al. Modeling the transfer of arsenic from soil to carrot (Daucus carota L.)—a greenhouse and field-based study. Environ Sci Pollut Res 22, 10627–10635 (2015). https://doi.org/10.1007/s11356-015-4255-7

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  • DOI: https://doi.org/10.1007/s11356-015-4255-7

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