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Management Technology and Strategy for Environmental Risk Sources and Persistent Organic Pollutants (POPs) in Liaohe River Basin

  • Lu Han
  • Bin Li
  • Ruixia Liu
  • Jianfeng Peng
  • Yonghui Song
  • Siyu Wang
  • Peng Yuan
  • Ping Zeng
  • Moli Zhang
Chapter
Part of the Terrestrial Environmental Sciences book series (TERENVSC)

Abstract

Following the rapid development of science and technology in China, serious environment pollution accidents, especially the environment pollution accidents in chemical industry, frequently occur. All these serious pollution accidents turn out to be severe threats to the harmonious development of Chinese socio-economy, as well as to be devastating damages to the ecological environment. Therefore, concerns on environment risk surveillance management become more noticeable than ever. Therefore, in this project we aim to establish the risk source identification tool methods which will be applied to reduce the environmental risk level.

References

  1. 1.
    Belis, C.A., F. Karagulian, B.R. Larsen, and P.K. Hopke. 2013. Critical review and meta-analysis of ambient particulate matter source apportionment using receptor models in Europe. Atmospheric Environment 69: 94–108.CrossRefGoogle Scholar
  2. 2.
    Callén, María Soledad, Amaia Iturmendi, and José Manuel López. 2014. Source apportionment of atmospheric PM2. 5-bound polycyclic aromatic hydrocarbons by a PMF receptor model. Environmental Pollution 195: 167–177.CrossRefGoogle Scholar
  3. 3.
    Chen, Hai-Yang, Yan-Guo Teng, and J.S. Wang. 2012. Source apportionment for sediment PAHs from the Daliao River (China) using an extended fit measurement mode of chemical mass balance model. Ecotoxicology and Environmental Safety 88 (11): 148–154.CrossRefGoogle Scholar
  4. 4.
    Chen, Xiaoqiu. 2006. Discussing on the filtering method of prior controlled organic pollutants in water (in Chinese). Fujian Analysis & Testing 15 (1): 15–17.Google Scholar
  5. 5.
    Chevreuil, M., A. Chesterikoff, and R. Letolle. 1987. PCB pollution behaviour in the river Seine. Water Research 21 (4): 427–434.CrossRefGoogle Scholar
  6. 6.
    China Council for International Cooperation on Environment and Development. 2007. Reports on environmentally sound management and strategies of chemicals in China (in Chinese).Google Scholar
  7. 7.
    Deng, Baole, Lingyan Zhu, Man Liu, Nannan Liu, Liping Yang, and yang Du. 2011. Sediment quality criteria and ecological risk assessment for heavy metals in Taihu Lake and Liao River (in Chinese). Research of Environmental Sciences, 24 (1): 33–42.Google Scholar
  8. 8.
    Duan, Liang, Lu Shan Li, Yonghui Song Han, Beihai Zhou, and Jing Zhang. 2015. Comparison between moving bed-membrane bioreactor and conventional membrane bioreactor systems. Part I: membrane fouling. Environmental Earth Sciences 73 (9): 4881–4890.CrossRefGoogle Scholar
  9. 9.
    Fan, Y.H., C.Y. Lin, M.C. He, and Z.F. Yang. 2008. Transport and bioavailability of Cu, Pb, Zn and Ni in surface sediments of Daliao River watersystem (in Chinese). Journal of Environmental Sciences 29 (12): 3469–3476.Google Scholar
  10. 10.
    Feng, Chenglian, Xinghui Xia, Zhenyao Shen, and Zhui Zhou. 2007. Distribution and sources of polycyclic aromatic hydrocarbons in Wuhan section of the Yangtze River China. Environmental Monitoring and Assessment 133 (1): 447–458.CrossRefGoogle Scholar
  11. 11.
    Fowler, Scott W. 1990. Critical review of selected heavy metal and chlorinated hydrocarbon concentrations in the marine environment. Marine Environmental Research 29 (1): 1–64.CrossRefGoogle Scholar
  12. 12.
    Gao, Hongjie, Chunjian Lv, Yu. Yonghui Song, Lijie Zheng Zhang, Yujie Wen, Jianfeng Peng, and Yu. Huibin. 2015. Chemometrics data of water quality and environmental heterogeneity analysis in Pu River China. Environmental Earth Sciences 73 (9): 5119–5129.CrossRefGoogle Scholar
  13. 13.
    Glasby, G.P., P. Szefer, J. Geldon, and J. Warzocha. 2004. Heavy-metal pollution of sediments from Szczecin Lagoon and the Gdansk Basin, Poland. Science of the Total Environment 330 (1): 249–269.CrossRefGoogle Scholar
  14. 14.
    Gu, Z.F., and Y. Wu. 2005. The occurrence and assessment of heavy metal pollution in Taihu Lake (in Chinese). Gansu Science and Technology 21 (12): 21–23.Google Scholar
  15. 15.
    Guan, Y.F., Q. Yue, X.Y. Tu, and H.H. Wu. 2011. Distribution and sources of polychlorinated bisphenyls (PCBs) in riverine water of the outlets of the Pearl River Delta (in Chinese). Research of Environmental Sciences 24 (8): 865–872.Google Scholar
  16. 16.
    Guerrero, P.F. 1994. Toxic Substances Control Act: Preliminary Observations on Legislative Changes to Make TSCA More Effective. General Accounting Office, United States. Congress. Senate. Committee on Environment and Public Works. Subcommittee on Toxic Substances, Research, and Development.Google Scholar
  17. 17.
    Guo, Wei, M.C. He, Z.F. Yang, C.Y. Lin, X.C. Quan, and H.Z. Wang. 2007. Contamination characters of polycyclic aromatic hydrocarbons in Daliao River system of China (in Chinese). The Journal of Applied Ecology 18 (7): 1534–1538.Google Scholar
  18. 18.
    Guo, Wei, H.E. Mengchang, Zhifeng Yang, and Chunye Lin. 2007. Distribution and sources of petroleum hydrocarbons and polycyclic aromatic hydrocarbons in sediments from Daliao River watershed, China (in Chinese). Acta Scientiae Circumstantiae 27 (5): 824–831.Google Scholar
  19. 19.
    Guo, Wei, Mengchang He, Zhifeng Yang, Chunye Lin, and Xiangchun Quan. 2011. Aliphatic and polycyclic aromatic hydrocarbons in the Xihe River, an urban river in China’s Shenyang city: Distribution and risk assessment. Journal of Hazardous Materials 186 (2): 1193–1199.CrossRefGoogle Scholar
  20. 20.
    Han, Fei, Xiping Ma, and Yingying Liu. 2009. Pollution level and source apportionment of polycyclic aromatic hydrocarbons (PAHs) in Liaohe River (in Chinese). Journal of Meteorology and Environment 25 (6): 68–71.Google Scholar
  21. 21.
    Han, F., B.D. Guo, and Y.Y. Wang. 2011. Distribution, sources and risk assessment of polycyclic aromatic hydrocarbons (PAHs) in sediments of Liaohe River (in Chinese). Environmental Protection & Re-cycling Economy 30 (12): 62–66.Google Scholar
  22. 22.
    Han, Shuping, Ying Zhang, Shigeki Masunaga, Siyun Zhou, and Wataru Naito. 2014. Relating metal bioavailability to risk assessment for aquatic species: Daliao River watershed China. Environmental pollution 189: 215–222.CrossRefGoogle Scholar
  23. 23.
    Henry, Ronald C., Charles W. Lewis, Philip K. Hopke, and Hugh J. Williamson. 1984. Review of receptor model fundamentals. Atmospheric Environment (1967), 18 (8):1507–1515.CrossRefGoogle Scholar
  24. 24.
    Henry, Ronald C. 2003. Multivariate receptor modeling by N-dimensional edge detection. Chemometrics and Intelligent Laboratory Systems 65 (2): 179–189.CrossRefGoogle Scholar
  25. 25.
    HJ/T169-2004. Technical guidance of environmental risk assessment for construction projections.Google Scholar
  26. 26.
    Jiang, Jianbin, Jing Wang, Shaoqing Liu, Chunye Lin, Mengchang He, and Xitao Liu. 2013. Background, baseline, normalization, and contamination of heavy metals in the Liao River Watershed sediments of China. Journal of Asian Earth Sciences 73: 87–94.CrossRefGoogle Scholar
  27. 27.
    Kalkbrenner, Amy E., Rebecca J. Schmidt, and Annie C. Penlesky. 2014. Environmental chemical exposures and autism spectrum disorders: a review of the epidemiological evidence. Current Problems in Pediatric and Adolescent Health Care 44 (10): 277–318.CrossRefGoogle Scholar
  28. 28.
    Kanaki, M., A. Nikolaou, C.A. Makri, and D.F. Lekkas. 2007. The occurrence of priority PAHs, nonylphenol and octylphenol in inland and coastal waters of Central Greece and the Island of Lesvos. Desalination 210 (1–3): 16–23.CrossRefGoogle Scholar
  29. 29.
    Keats, Andrew, Eugene Yee, and Fue-Sang Lien. 2007. Bayesian inference for source determination with applications to a complex urban environment. Atmospheric Environment 41 (3): 465–479.CrossRefGoogle Scholar
  30. 30.
    Lang, Yin-hai, and Wei Yang. 2014. Source apportionment of PAHs using Unmix model for Yantai costal surface sediments, China. Bulletin of Environmental Contamination and Toxicology 92 (1): 30–35.CrossRefGoogle Scholar
  31. 31.
    Lang, Yin-Hai, Guo-Liang Li, Xiao-Mei Wang, Peng Peng, and Jie Bai. 2015. Combination of Unmix and positive matrix factorization model identifying contributions to carcinogenicity and mutagenicity for polycyclic aromatic hydrocarbons sources in Liao River delta reed wetland soils China. Chemosphere 120: 431–437.CrossRefGoogle Scholar
  32. 32.
    Li, An, Jae-Kil Jang, and Peter A. Scheff. 2003. Application of EPA CMB8. 2 model for source apportionment of sediment PAHs in Lake Calumet, Chicago. Environmental Science & Technology 37 (13): 2958–2965.CrossRefGoogle Scholar
  33. 33.
    Li, G.C., X.H. Xia, R. Wang, M.C. He, and X.Q. Xiao. 2006. Pollution of polycyclic aromatic hydrocarbons (PAHs) in middle and lower reaches of the Yellow River. Environmental Science 27 (9): 1738–1743.Google Scholar
  34. 34.
    Lin, Hai Tao, Gan Zhang, Zhang Dong Jin, Xiang Dong Li, and Hui Bin Sun. 2007. Sedimentary records of organochlorine pesticides in the Taihu Lake (in Chinese). China Environmental Science 27 (4): 441–444.Google Scholar
  35. 35.
    Lin, Tian, Yanwen Qin, Lei Zhang, Binghui Zheng, Yuanyuan Li, and Zhigang Guo. 2011. Distribution, sources and ecological risk assessment of organochlorine pesticides and polychlorinated biphenyl residues in surface sediment from Dahuofang reservoir Liaoning. Environmental Science 32 (11): 3294–3299.Google Scholar
  36. 36.
    Liu, Jian Guo, Jian-Xin Hu, and X.Y. Tang. 2006. Global governance on environmentally sound management of chemicals and improvement requirements for China’s system (in Chinese). Research of Environmental Sciences 19 (6): 121–126.Google Scholar
  37. 37.
    Liu, N.N., P. Chen, S.Z. Zhu, and L.Y. Zhu. 2011. Distribution characteristics of PAHs and OCPs in sediments of Liao River and Taihu Lake and their risk evaluation based on sediment quality criteria. Zhongguo Huanjing Kexue/china Environmental Science 31 (2): 293–300.Google Scholar
  38. 38.
    Liu, Rui Xia, L.I. Bin, Yong Hui Song, and Ping Zeng. 2014. Occurrence and pollution sources of toxic and hazardous substances in Liao River Basin (in Chinese). Journal of Environmental Engineering Technology 4 (4): 299–305.Google Scholar
  39. 39.
    Lu, J.J., C. Yang, R.Q. Lu, and S.R. Hong. 2009. The pollution of polycyclic aromatic hydrocarbon in the Pearl River around Guangzhou higher education mega center (in Chinese). Environmental Monitoring in China 25 (5): 86–89.Google Scholar
  40. 40.
    Luo, H., X.H. Wang, L. Tang, L.Y. Hong, S.P. Wu, and W. Xie. 2010. Distributions of dissolved organochlorine pesticides and polychlorinated biphenyls in China coastal waters (in Chinese). Marine Environmental Science 29 (1): 115–120.Google Scholar
  41. 41.
    Lv, Jiapei, Xu Jian, Changsheng Guo, Yuan Zhang, Yangwei Bai, and Wei Meng. 2014. Spatial and temporal distribution of polycyclic aromatic hydrocarbons (pahs) in surface water from Liaohe River Basin, Northeast China. Environmental Science and Pollution Research 21 (11): 7088–7096.CrossRefGoogle Scholar
  42. 42.
    Mahmoud, Manal A.M., Anna Kärrman, Sayoko Oono, Kouji H. Harada, and Akio Koizumi. 2009. Polyfluorinated telomers in precipitation and surface water in an urban area of Japan. Chemosphere 74 (3): 467–472.CrossRefGoogle Scholar
  43. 43.
    Ministry of Environmental Protection of the People’s Republic of China. 2014. Weekly monitoring report on water quality in main water basins (in Chinese).Google Scholar
  44. 44.
    Minstry of the Environment of Japan. 2013. Lessons from minamata disease and mercury management in Japan.Google Scholar
  45. 45.
    Moore, James W., and Subramaniam Ramamoorthy. 2012. Organic chemicals in natural waters: Applied monitoring and impact assessment. Springer Science & Business Media.Google Scholar
  46. 46.
    Paatero, Pentti, and Unto Tapper. 1994. Positive matrix factorization: A non-negative factor model with optimal utilization of error estimates of data values. Environmetrics 5 (2): 111–126.CrossRefGoogle Scholar
  47. 47.
    Pekey, Hakan, Duran Karakaş, and Mithat Bakoglu. 2004. Source apportionment of trace metals in surface waters of a polluted stream using multivariate statistical analyses. Marine Pollution Bulletin 49 (9): 809–818.CrossRefGoogle Scholar
  48. 48.
    Peng, Jianfeng, Zhaoyong Ren, Yonghui Song, Yu. Huibin, Xiaoyu Tang, and Hongjie Gao. 2015. Impact of spring flooding on DOM characterization in a small watershed of the Hun River China. Environmental Earth Sciences 73 (9): 5131–5140.CrossRefGoogle Scholar
  49. 49.
    Qin, Weiwei, Yonghui Song, Yunrong Dai, Guanglei Qiu, Meijie Ren, and Ping Zeng. 2015. Treatment of berberine hydrochloride pharmaceutical wastewater by O3/UV/H2O2 advanced oxidation process. Environmental Earth Sciences 73 (9): 4939–4946.CrossRefGoogle Scholar
  50. 50.
    Schultz, M.M. 2014. Chemicals of environmental concern. In Encyclopedia of Toxicology (Third Edition), 3rd ed, ed. Philip Wexler, 805–809. Academic Press.CrossRefGoogle Scholar
  51. 51.
    Sofowote, Uwayemi M., Brian E. McCarry, and H. Marvin Christopher. 2008. Source apportionment of PAH in Hamilton Harbour suspended sediments: Comparison of two factor analysis methods. Environmental Science & Technology 42 (16): 6007–6014.CrossRefGoogle Scholar
  52. 52.
    Sorrell, R. Kent, Herbert J. Brass, and Richard Reding. 1980. A review of occurrences and treatment of polynuclear aromatic hydrocarbons in water. Environment International 4 (3): 245–254.CrossRefGoogle Scholar
  53. 53.
    Su, F., H.J. Zhan, H.P. Yuan, C.J. Liu, P.P. Qi, and J.P. Chen. 2011. A linkage sampling equipment for collecting trace POPs in high-volume water and its performance evaluation (in Chinese). Environmental Monitoring in China 27 (10): 15–18.Google Scholar
  54. 54.
    Sun, Hongwen, Fasong Li, Tao Zhang, Xianzhong Zhang, Na He, Qi Song, Lijie Zhao, Lina Sun, and Tieheng Sun. 2011. Perfluorinated compounds in surface waters and WWTPs in Shenyang, China: Mass flows and source analysis. Water Research 45 (15): 4483–4490.CrossRefGoogle Scholar
  55. 55.
    Tian, Zhiyong, Wang Xin, Yonghui Song, and Fayun Li. 2015. Simultaneous organic carbon and nitrogen removal from refractory petrochemical dry-spun acrylic fiber wastewater by hybrid A/O-MBR process. Environmental Earth Sciences 73 (9): 4903–4910.CrossRefGoogle Scholar
  56. 56.
    US EPA. 2008. Hudson river PCBs.Google Scholar
  57. 57.
    US EPA. 2014. Hudson river PCBs: Background and site information.Google Scholar
  58. 58.
    Wang, Shaoyu, and Baixia Feng. 2005. Emergency response and management of city disaster. Chongqing Press.Google Scholar
  59. 59.
    Wang, Y., Z.J. Wang, Ja Liu, M. Ma, and C.X. Wang. 1999. Monitoring toxic and organic pollutants in the Huai River using Triolein-SPMD (in Chinese). Environmental Monitoring in China, 15 (4): 8–11.Google Scholar
  60. 60.
    Wang, Dong Hui. 2006. Study on the pollution of PAHs in Songhua River (in Chinese). Environmental Science & Management 31 (9): 69–70.Google Scholar
  61. 61.
    Wang, H.Z., M.C. He, C.Y. Lin, X.C. Quan, and Wei Guo. 2007. Distribution characteristics of organochlorine pesticides in river surface sediments in Song-Liao Watershed (in Chinese). The Journal of Applied Ecology 18 (7): 1523–1527.Google Scholar
  62. 62.
    Wang, Jingxian, Yonghong Bi, Gerd Pfister, Bernhard Henkelmann, Kongxian Zhu, and Karl-Werner Schramm. 2009. Determination of PAH, PCB, and OCP in water from the three gorges reservoir accumulated by semipermeable membrane devices (SPMD). Chemosphere 75 (8): 1119–1127.CrossRefGoogle Scholar
  63. 63.
    Wang, Bin, M.I. Juan, Xue Jun Pan, Jin Yang Zhang, and Y.U. Fang. 2010. Contamination of organochlorine pesticides in waters and sediments in China (in Chinese). Journal of Kunming University of Science & Technology 35: 93–99.Google Scholar
  64. 64.
    Watson, John G. 1984. Overview of receptor model principles. Journal of the Air Pollution Control Association 34 (6): 619–623.CrossRefGoogle Scholar
  65. 65.
    Wei, Jian, Yonghui Song, Xiaoguang Meng, and Jean-Stéphane Pic. 2015. Combination of fenton oxidation and sequencing batch membrane bioreactor for treatment of dry-spun acrylic fiber wastewater. Environmental Earth Sciences 73 (9): 4911–4921.CrossRefGoogle Scholar
  66. 66.
    Wu, Jiang-Yue, Zheng-Tao Liu, Jun-Li Zhou, and Fu Gao. 2012. Spatial distribution and risk assessment of polycyclic aromatic hydrocarbons in partial surface sediments of Liao River (in Chinese). Environmental Sciences 33 (12): 4244–4250.Google Scholar
  67. 67.
    Wu, J.Y., Z.T. Liu, L. Feng, J.L. Zhou, and F. Gao. 2012. Distribution characteristics and risk assessment of PAHs in surface water of Liao River (in Chinese). Environmental Chemistry 31 (7): 1116–1117.Google Scholar
  68. 68.
    Xiao, Shuhu, Yonghui Song, Zhiyong Tian, Tu Xiang, Hu Xinqi, and Ruixia Liu. 2015. Enhanced mineralization of antibiotic berberine by the photoelectrochemical process in presence of chlorides and its optimization by response surface methodology. Environmental Earth Sciences 73 (9): 4947–4955.CrossRefGoogle Scholar
  69. 69.
    Xiu, Fang Zhang, and Li Dong Xiao. 2002. Organic chlorinated pesticides in middle and lower reaches of Liao River (in Chinese). Journal of Dalian Institute of Light Industry 21 (2): 102–104.Google Scholar
  70. 70.
    Xu, Shi Fen, Xin Jiang, Lian Sheng Wang, Xie Quan, D. Martens, et al. 2000. Polycyclic aromatic hydrocarbons (PAHs) pollutants in sediments of the Yangtse River and the Liao River. China Environmental Science 20 (2): 128–131 (in Chinese).Google Scholar
  71. 71.
    Xue, Lidong, Yinhai Lang, Aixia Liu, and Jie Liu. 2010. Application of CMB model for source apportionment of polycyclic aromatic hydrocarbons (PAHs) in coastal surface sediments from Rizhao offshore area China. Environmental Monitoring and Assessment 163 (1): 57–65.CrossRefGoogle Scholar
  72. 72.
    Yang, M., Y.W. Ni, F. Su, Q. Zhang, and J.P. Chen. 2007. Distribution and sources of polycyclic aromatic hydrocarbons(PAHs) in sediments of Liao River, China (in Chinese). Environmental Chemistry 26 (2): 217–220.Google Scholar
  73. 73.
    Yang, Liping, Lingyan Zhu, and Zhengtao Liu. 2011. Occurrence and partition of perfluorinated compounds in water and sediment from Liao River and Taihu Lake China. Chemosphere 83 (6): 806–814.CrossRefGoogle Scholar
  74. 74.
    Yin, Jianxin, Roy M. Harrison, Qiang Chen, Andrew Rutter, and James J. Schauer. 2010. Source apportionment of fine particles at urban background and rural sites in the UK atmosphere. Atmospheric Environment 44 (6): 841–851.CrossRefGoogle Scholar
  75. 75.
    Zhang, Xiao-jian, Chao Chen, Jian-qing Ding, Aixin Hou, Yong Li, Zhang-bin Niu, Xiao-yan Su, Yan-juan Xu, and Edward A. Laws. 2010. The 2007 water crisis in Wuxi, China: analysis of the origin. Journal of Hazardous Materials 182 (1): 130–135.CrossRefGoogle Scholar
  76. 76.
    Zhang, X.-F., Xie Quan, J.-W. Chen, Y.-Z. Zhao, Shuo Chen, D.-M. Xue, and F.-L. Yang. 2000. Investigation of polychlorinated organic compounds(PCOCs) in middle and lower reaches of Liao River (in Chinese). China Environmental Science 20 (1): 31–35.Google Scholar
  77. 77.
    Zhang, Haijun, Yuwen Ni, Jiping Chen, Su Fan, Lu Xianbo, Liang Zhao, Qing Zhang, and Xueping Zhang. 2008. Polychlorinated dibenzo-p-dioxins and dibenzofurans in soils and sediments from Daliao River Basin China. Chemosphere 73 (10): 1640–1648.CrossRefGoogle Scholar
  78. 78.
    Zhang, Jing, S.Q. Wang, Yan Xie, X.F. Wang, X.J. Sheng, and J.P. Chen. 2008. Distribution and pollution character of heavy metals in the surface sediments of Liao River. Environmental Sciences 29 (9): 2413–2418.Google Scholar
  79. 79.
    Zhang, Zheng, Yue Peng, Lu Yan, and Yuxia Jia. 2011. Analytical procedures to classify organic pollutants in Liao River (in Chinese). Environmental Science & Management 36 (1): 19–21.Google Scholar
  80. 80.
    Zhang, Y.L., J. Hu, B.J. Liu, S.L. Li, and J. Guan. 2012. Distribution and sources appointment of polycyclic aromatic hydrocarbons (PAHs) in the Liao River Drainage Basin, Northeast China (in Chinese). Journal of Earth Environment 40 (2): 188–194.Google Scholar
  81. 81.
    Zhi, Erquan, Yonghui Song, Liang Duan, Yu. Huibin, and Jianfeng Peng. 2015. Spatial distribution and diversity of microbial community in large-scale constructed wetland of the Liao River Conservation Area. Environmental Earth Sciences 73 (9): 5085–5094.CrossRefGoogle Scholar
  82. 82.
    Zhihao, Wu, Mengchang He, and Chunye Lin. 2012. Environmental impacts of heavy metals (Co, Cu, Pb, Zn) in surficial sediments of estuary in Daliao river and Yingkou Bay (northeast China): concentration level and chemical fraction. Environmental Earth Sciences 66 (8): 2417–2430.CrossRefGoogle Scholar
  83. 83.
    Zhou, H.D., and W.Q. Peng. 2005. Water pollution and water environmental restoration (in Chinese). Chemical Industry Press.Google Scholar
  84. 84.
    Zhu, Yingchuan, Wen Liu, Yipin Zhou, and Zexiang Lei. 2008. Reused path of heavy metal pollution in hydro-environment and its research advance (in Chinese). Guangdong Agricultural Sciences 8: 143–146.Google Scholar

Copyright information

© Springer International Publishing AG, part of Springer Nature 2018

Authors and Affiliations

  • Lu Han
    • 1
  • Bin Li
    • 1
  • Ruixia Liu
    • 1
  • Jianfeng Peng
    • 1
  • Yonghui Song
    • 1
  • Siyu Wang
    • 1
  • Peng Yuan
    • 1
  • Ping Zeng
    • 1
  • Moli Zhang
    • 1
  1. 1.Chinese Research Academy of Environmental SciencesBeijingChina

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