Classification and identification of metal-accumulating plant species by cluster analysis

详细信息    查看全文

• 作者：Wenhao Yang (1)
  He Li (1)
  Taoxiang Zhang (1)
  Lin Sen (1)
  Wuzhong Ni (1)
  
• 关键词：Cd ; Zn ; Pb ; Accumulation ; Cluster analysis ; Shoot concentration ; Bioconcentration factor ; Translocation factor
• 刊名：Environmental Science and Pollution Research
• 出版年：2014
• 出版时间：September 2014
• 年：2014
• 卷：21
• 期：18
• 页码：10626-10637
• 全文大小：399 KB
• 参考文献：1. Ahlawat Sainger P, Dhankhar R, Sainger M, Kaushik A, Pratap Singh R (2011) Assessment of heavy metal tolerance in native plant species from soils contaminated with electroplating effluent. Ecotoxicol Environ Saf 74:2284鈥?291 CrossRef
  2. Ali H, Khan E, Sajad MA (2013) Phytoremediation of heavy metals鈥攃oncepts and applications. Chemosphere 91:869鈥?81 CrossRef
  3. Baker AJM (1981) Accumulators and excluders strategies in the response of plants to heavy metals. J Plant Nutr 3:643鈥?54 CrossRef
  4. Baker AJM (1987) Metal tolerance. New Phytol 106:93鈥?11 CrossRef
  5. Baker AJM, Brooks RR (1989) Terrestrial higher plants which hyperaccumulate metallic elements鈥攁 review of their distribution, ecology and phytochemistry. Biorecovery 1:81鈥?26
  6. Baker AJM, Whiting SN (2002) In search of the Holy Grail鈥攁 further step in understanding metal hyperaccumulation? New Phytol 155:1鈥? CrossRef
  7. Baker AJM, Reeves RD, Hajar ASM (1994) Heavy metal accumulation and tolerance in British populations of the metallophyte / Thlaspi caerulescens J. & C. Presl (Brassicaceae). New Phytol 127:61鈥?8 CrossRef
  8. Baker AJM, McGrath SP, Reeves RR, Smith JAC (2000) Metal hyperaccumulator plants: a review of the ecology and physiology of a biological resource for phytoremediation of metal-polluted soils. In: Terry N, Banuelos GS (eds) Phytoremediation of contaminated soil and water. Lewis Publishers, Florida, pp 85鈥?07
  9. Barbafieri M, Dadea C, Tassi E, Bretzel F, Fanfani L (2011) Uptake of heavy metals by native species growing in a mining area in Sardinia, Italy: discovering native flora for phytoremediation. Int J Phytorem 13:985鈥?97 CrossRef
  10. Barrutia O, Artetxe U, Hern谩ndez A, Olano JM, Garc铆a-Plazaola JI, Garbisu C, Becerril JM (2011) Native plant communities in an abandoned Pb-Zn mining area of northern Spain: implications for phytoremediation and germplasm preservation. Int J Phytorem 13:256鈥?70 CrossRef
  11. Bech J, Duran P, Roca N, Poma W, S谩nchez I, Roca-P茅rez L, Boluda R, Barcel贸 J, Poschenrieder C (2012a) Accumulation of Pb and Zn in / Bidens triplinervia and / Senecio sp. spontaneous species from mine spoils in Peru and their potential use in phytoremediation. J Geochem Explor 123:109鈥?13 CrossRef
  12. Bech J, Duran P, Roca N, Poma W, S谩nchez I, Barcel贸 J, Boluda R, Roca-P茅rez L, Poschenrieder C (2012b) Shoot accumulation of several trace elements in native plant species from contaminated soils in the Peruvian Andes. J Geochem Explor 113:106鈥?11 CrossRef
  13. Bi D, Wu LH, Luo YM, Zhou SB, Tan CY, Yin XB, Yao CX, Li N (2005) Dominant plants and their heavy metal contents in six abandoned lead-zinc mine areas in Zhejiang Province. Soils 38:591鈥?97 (in Chinese)
  14. Brooks RR, Lee J, Reeves RD, Jaffre T (1977) Detection of nickeliferous rocks by analysis of herbarium specimens of indicator plants. J Geochem Explor 7:49鈥?7 CrossRef
  15. Chen Y, Shen Z, Li X (2004) The use of vetiver grass ( / Vetiveria zizanioides) in the phytoremediation of soils contaminated with heavy metals. Appl Geochem 19:1553鈥?565 CrossRef
  16. Cui S, Zhou QX, Chao L (2006) Absorption and accumulation of heavy metals by plants around a smelter. Chinese J Appl Ecol 17:512鈥?15
  17. Deng DM, Shu WS, Zhang J, Zou HL, Lin Z, Ye ZH, Wong MH (2007) Zinc and cadmium accumulation and tolerance in populations of / Sedum alfredii. Environ Pollut 147:381鈥?86 CrossRef
  18. Fitamo D, Leta S (2010) Assessment of plants growing on gold mine wastes for their potential to remove heavy metals from contaminated soils. Int J Environ Stud 67:705鈥?24 CrossRef
  19. Ghaderian SM, Ravandi AAG (2012) Accumulation of copper and other heavy metals by plants growing on Sarcheshmeh copper mining area, Iran. J Geochem Explor 123:25鈥?2 CrossRef
  20. Ha NTH, Sakakibara M, Sano S, Nhuan MT (2011) Uptake of metals and metalloids by plants growing in a lead鈥搝inc mine area, Northern Vietnam. J Hazard Mater 186:1384鈥?391 CrossRef
  21. Ju谩rez-Santill谩n LF, Lucho-Constantino CA, V谩zquez-Rodr铆guez GA, Cer贸n-Ubilla NM, Beltr谩n-Hern谩ndez RI (2010) Manganese accumulation in plants of the mining zone of Hidalgo, Mexico. Bioresour Technol 101:5836鈥?841 CrossRef
  22. J眉rgens AH, Seitz B, Kowarik I (2011) Genetic differentiation of three endangered wild roses in northeastern Germany: / Rosa inodora Fries, / Rosa sherardii Davies and / Rosa subcollina (H. Christ) Keller. Plant Biol 13:524鈥?33 CrossRef
  23. Kabata-Pendias A, Mukherjee AB (2007) Trace elements from soil to human. Springer, Berlin, Heidelberg CrossRef
  24. Kabata-Pendias A, Pendias H (1984) Trace elements in soil and plants. CRC Press, Boca Raton
  25. Khoshgoftarmanesh AH, Sharifi HR, Afiuni D, Schulin R (2012) Classification of wheat genotypes by yield and densities of grain zinc and iron using cluster analysis. J Geochem Explor 121:49鈥?4 CrossRef
  26. Lasa MM (2002) Phytoextraction of toxic metals: a review of biological mechanisms. J Environ Qual 31:109鈥?20 CrossRef
  27. Lombi E, Zhao FJ, Dunham SJ, McGrath SP (2000) Cadmium accumulation in population of / Thlaspi caerulescens and / Thlaspi goesingense. New Phytol 145:11鈥?0 CrossRef
  28. Long XX, Zhang YG, Jun D, Zhou Q (2009) Zinc, cadmium and lead accumulation and characteristics of rhizosphere microbial population associated with hyperaccumulator / Sedum alfredii Hance under natural conditions. Bull Environ Contam Toxicol 82:460鈥?67 CrossRef
  29. Lorestani B, Cheraghi M, Yousefi N (2012) The potential of phytoremediation using hyperaccumulator plants: a case study at a Lead-Zinc mine site. Int J Phytorem 14:786鈥?95 CrossRef
  30. Mart铆nez-S谩nchez MJ, Garc铆a-Lorenzo ML, P茅rez-Sirvent C, Bech J (2012) Trace element accumulation in plants from an acidic area affected by mining activities. J Geochem Explor 123:8鈥?2 CrossRef
  31. McGrath SP, Zhao FJ (2003) Phytoextraction of metals and metalloids from contaminated soils. Curr Opin Biotechnol 14:277鈥?82 CrossRef
  32. McLachlan GJ (1992) Cluster analysis and related techniques in medical research. Stat Methods Med Res 1:27鈥?8 CrossRef
  33. Mohammadi SA, Prasanna BM (2003) Analysis of genetic diversity in crop plants鈥攕alient statistical tools and considerations. Crop Sci 43:1235鈥?248 CrossRef
  34. Nouri J, Lorestani B, Yousefi N, Khorasani N, Hasani AH, Seif F, Cheraghi M (2011) Phytoremediation potential of native plants grown in the vicinity of Ahangaran lead鈥搝inc mine (Hamedan, Iran). Environ Earth Sci 62:639鈥?44 CrossRef
  35. Patras A, Brunton NP, Downey G, Rawson A, Warriner K, Gernigon G (2011) Application of principal component and hierarchical cluster analysis to classify fruits and vegetables commonly consumed in Ireland based on in vitro antioxidant activity. J Food Compos Anal 24:250鈥?56 CrossRef
  36. Qiu RL, Fang XH, Tang YT, Du SJ, Zeng XW, Brewer E (2006) Zinc hyperaccumulation and uptake by / Potentilla griffithii Hook. Int J Phytorem 8:299鈥?10 CrossRef
  37. Richard AJ, Dean WW (2002) Applied multivariate statistical analysis. PrenticeHall, London
  38. Romesburg HC (2004) Cluster analysis for researchers. Lulu. com
  39. Shen ZG, Liu YL (1998) Progress in the study on the plants that hyperaccumulate heavy metal. Plant Physiol Commun 34:133鈥?39 (in Chinese)
  40. Sun Y, Zhou Q, Wang L, Liu W (2009) Cadmium tolerance and accumulation characteristics of / Bidens pilosa L. as a potential Cd-hyperaccumulator. J Hazard Mater 161:808鈥?14 CrossRef
  41. Van der Ent A, Baker AJM, Reeves RD, Pollard AJ, Schat H (2013) Hyperaccumulators of metal and metalloid trace elements: facts and fiction. Plant Soil 362:319鈥?34 CrossRef
  42. Wang SL, Liao WB, Yu FQ, Liao B, Shu WS (2009) Hyperaccumulation of lead, zinc, and cadmium in plants growing on a lead/zinc outcrop in Yunnan Province, China. Environ Geol 58:471鈥?76 CrossRef
  43. Weatherall M, Shirtcliffe P, Travers J, Beasley R (2010) Use of cluster analysis to define COPD phenotypes. Eur Respir J 36:472鈥?74 CrossRef
  44. Wei SH, Zhou QX, Saha UK, Xiao H, Hu YH, Ren LP, Ping G (2009) Identification of a Cd accumulator / Conyza canadensis. J Hazard Mater 163:32鈥?5 CrossRef
  45. Wu FY, Ye ZH, Wu SC, Wong MH (2007) Metal accumulation and arbuscular mycorrhizal status in metallicolous and nonmetallicolous populations of / Pteris vittata L. and / Sedum alfredii Hance. Planta 226:1363鈥?378 CrossRef
  46. Xu HW, Zhang RZ, Xie Y (2009) Accumulation and distribution of heavy metals in / Artemisia Lavandulaefolia at lead-zinc mining area. J Agro-Environ Sci 28:1136鈥?141
  47. Xue L, Liu J, Shi S, Wei Y, Chang E, Gao M, Chen LZ, Jiang ZP (2013) Uptake of heavy metals by native herbaceous plants in an antimony mine (Hunan, China). CLEAN鈥?Soil Air Water. doi:10.1002/clen. 201200490
  48. Yang G, Wu J, Tang Y, Xie LP, XIE Q (2006) Tolerance to heavy metals of some herbages in mining wasteland. Sichuan Environ 25:18鈥?1
  49. Yoon J, Cao XD, Zhou QX, Ma LQ (2006) Accumulation of Pb, Cu, and Zn in native plants growing on a contaminated Florida site. Sci Total Environ 368:456鈥?64 CrossRef
  50. Zou TJ, Li TX, Zhang XZ, Yu HY, Huang HG (2012) Lead accumulation and phytostabilization potential of dominant plant species growing in a lead鈥搝inc mine tailing. Environ Earth Sci 65:621鈥?30 CrossRef
  
• 作者单位：Wenhao Yang (1)
  He Li (1)
  Taoxiang Zhang (1)
  Lin Sen (1)
  Wuzhong Ni (1)
  
  1. College of Environmental and Resource Sciences, MOE Key Laboratory of Environment Remediation and Ecosystem Health, Zhejiang University, Hangzhou, 310058, People鈥檚 Republic of China
  
• ISSN：1614-7499

文摘

Identification and classification of metal-accumulating plant species is essential for phytoextraction. Cluster analysis is used for classifying individuals based on measured characteristics. In this study, classification of plant species for metal accumulation was conducted using cluster analysis based on a practical survey. Forty plant samples belonging to 21 species were collected from an ancient silver-mining site. Five groups such as hyperaccumulator, potential hyperaccumulator, accumulator, potential accumulator, and normal accumulating plant were graded. For Cd accumulation, the ancient silver-mining ecotype of Sedum alfredii was treated as a Cd hyperaccumulator, and the others were normal Cd-accumulating plants. For Zn accumulation, S. alfredii was considered as a potential Zn hyperaccumulator, Conyza canadensis and Artemisia lavandulaefolia were Zn accumulators, and the others were normal Zn-accumulating plants. For Pb accumulation, S. alfredii and Elatostema lineolatum were potential Pb hyperaccumulators, Rubus hunanensis, Ajuga decumbens, and Erigeron annuus were Pb accumulators, C. canadensis and A. lavandulaefolia were potential Pb accumulators, and the others were normal Pb-accumulating plants. Plant species with the potential for phytoextraction were identified such as S. alfredii for Cd and Zn, C. canadensis and A. lavandulaefolia for Zn and Pb, and E. lineolatum, R. hunanensis, A. decumbens, and E. annuus for Pb. Cluster analysis is effective in the classification of plant species for metal accumulation and identification of potential species for phytoextraction.