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Regional environmental risk assessment for the Nanjing Chemical Industry Park: an analysis based on information-diffusion theory

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Abstract

A recent Chinese policy requires that all enterprises that store and use hazardous chemicals must become part of a chemical industry park. Although this reduces the environmental risk caused by the establishment of uncontrolled sites, it cannot eliminate the risk within the industrial park; on the contrary, it may exacerbate the risk. The storage and use of a wide range of hazardous chemicals in the industrial park increases both the complexity and the diversity of the environmental risk. Identification of the sources of risk will significantly affect the results of regional risk assessments. In this paper, we selected China’s Nanjing Chemical Industry Park as a case study. Based on an environmental risk assessment for every enterprise within the park, we calculated the maximum environmental risk values of each individual risk source and obtained the overall regional environmental risk values by using information-diffusion theory. The regional environmental risk value can be clustered according to the classification criteria described in this paper and depicted using a spatial partitioning map. The result can help administrative managers optimize the distribution of industrial areas and support the development of risk-prevention and -management measures.

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References

  • Achour MH, Haroun AE, Schult CJ, Gasem KAM (2005) A new method to assess the environmental risk of a chemical process. Chem Eng Process 44:901–909

    Article  CAS  Google Scholar 

  • Agostini P, Pizzol L, Critto A, D’Alessandro M, Zabeo A, Marcomini A (2012) Regional risk assessment for contaminated sites Part 3: spatial decision support system. Environ Int 48:121–132

    Article  CAS  Google Scholar 

  • AQSIQ (Administration of Quality Supervision, Inspection and Quarantine of the People’s Republic of China) (2002) Selection, use and maintenance of respiratory protective equipment (GB/T 18664-2002). (in Chinese)

  • AQSIQ (Administration of Quality Supervision, Inspection and Quarantine of the People’s Republic of China), SAC (Standardization Administration of the People’s Republic of China) (2009) Identification of major hazard installations for dangerous chemicals (GB18218-2009). (in Chinese)

  • Bartels CJ, van Beurden AUCJ (1998) Using geographic and cartographic principles for environmental assessment and risk mapping. J Hazard Mater 61:115–124

    Article  CAS  Google Scholar 

  • Basta C, Zlatanova S, Neuvel J, Ale BGM (2007) Risk-maps informing land-use planning processes: a survey on the Netherlands and the United Kingdom recent developments. J Hazard Mater 145:241–249

    Article  CAS  Google Scholar 

  • Brazier AM, Greenwood RL (1998) Geographic information systems: a consistent approach to land use planning decisions around hazardous installations. J Hazard Mater 61:355–361

    Article  CAS  Google Scholar 

  • Cao XS (1991) Risk assessment and management in regional environmental system. Res Environ Sci 4:55–58 (in Chinese)

    Google Scholar 

  • Cao XY, Roy G, Hurley HJ, Andrews WS (2011) Dispersion coefficients for Gaussian puff models. Bound-Lay Meteorol 139:487–500

    Article  Google Scholar 

  • Chen GH, Zhang J, Zhang H, Yan WW, Chen QG (2006) Study on regional risk assessment methodology. Saf Sci J 16:112–117 (in Chinese)

    CAS  Google Scholar 

  • Chen QQ, Jia Q, Yuan ZW, Huang L (2013) Environmental risk source management system for the petrochemical industry. Process Saf Environ Prot. doi:10.1016/j.psep.2013.01.004

  • Christou MD, Amendola A, Smeder M (1999) The control of major accident hazards: the land-use planning issue. J Hazard Mater 65:151–178

    Article  CAS  Google Scholar 

  • Chu YY, Dong WL, Li YY, Liang D (2013) Risk prediction model of LNG terminal station based on information diffusion theory. Proc Eng 52:60–66

    Article  Google Scholar 

  • Dai XY, Li Z, Lin SY, Xu WC (2012) Assessment and zoning of eco-environmental sensitivity for a typical developing province in China. Stoch Environ Res Risk Assess 26:1095–1107

    Article  Google Scholar 

  • ECC (European Communities Council) (1982) Directive 82/501/EEC of 24 June 1982 on the major-accident hazards of certain industrial activities, Official Journal, L 230, Brussels, 5.8.82

  • ECC (European Communities Council) (1996) Council Directive 96/82/EC of 9 December 1996 on the control of major accident hazards involving dangerous substances, Official Journal, L 10/13, Brussels, 14.1.97

  • EU (European Union) (2003) Directive 2003/105/EC of the European Parliament and of the Council of 16 December 2003 amending Council Directive 96/82/EC on the control of major-accident hazards involving dangerous substances, Official Journal, L 345/97, Brussels 31.12.2003

  • Feng LH, Huang CF (2008) A risk assessment model of water shortage based on information diffusion technology and its application in analyzing carrying capacity of water resources. Water Resour Manage 22:621–633

    Article  Google Scholar 

  • Feng LH, Zhang XC, Luo GY (2008) Application of system dynamics in analyzing the carrying capacity of water resources in Yiwu City, China. Math Comput Simul 79:269–278

    Article  Google Scholar 

  • Ge Y, Dou W, Gu ZX, Qian X, Wang JF, Xu W, Shi PJ, Ming XD, Zhou X, Chen Y (2013) Assessment of social vulnerability to natural hazards in the Yangtze River Delta, China. Stoch Environ Res Risk Assess 27:1899–1908

    Article  Google Scholar 

  • Gheorghe AV, Mock R, Kroèger W (2000) Risk assessment of regional systems. Reliab Eng Syst Safe 70:141–156

    Article  Google Scholar 

  • Giupponi C, Eiselt B, Ghetti PF (1999) A multicriteria approach for mapping risks of agricultural pollution for water resources: the Venice Lagoon watershed case study. J Environ Manage 56:259–269

    Article  Google Scholar 

  • Graham RL, Hunsaker CT, O’Neill RV, Jackson BL (1991) Ecological risk assessment at the regional scale. Ecol Appl 1:196–206

    Article  Google Scholar 

  • Gupta AK, Suresh IV, Misra J, Yunus M (2002) Environmental risk mapping approach: risk minimization tool for development of industrial growth centres in developing countries. J Clean Prod 10:271–281

    Article  Google Scholar 

  • Hao L, Zhang XY, Liu SD (2012) Risk assessment to China’s agricultural drought disaster in county unit. Nat Hazards 61:785–801

    Article  Google Scholar 

  • Hao L, Yang LZ, Gao JM (2014) The application of information diffusion technique in probabilistic analysis to grassland biological disasters risk. Ecol Model 272:264–270

    Article  Google Scholar 

  • He CF, Huang ZJ, Ye XY (2014) Spatial heterogeneity of economic development and industrial pollution in urban China. Stoch Environ Res Risk Assess 28:767–781

  • Heng L, Li GH, Huang YZ (2007) An integrated fuzzy-stochastic modeling approach for assessing health-impact risk from air pollution. Stoch Environ Res Risk Assess 22:789–803

    Google Scholar 

  • Hu EB, Peng LT, Lu YS et al (2000) Practical techniques and methods of environmental risk assessment. China Environmental Sciences Press, Beijing, pp 200, 240–244 (in Chinese)

  • Huang CF (1997) Principle of information diffusion. Fuzzy Set Syst 91:69–90

    Article  Google Scholar 

  • Huang CF, Moraga C (2005) Extracting fuzzy if then rules by using the information matrix technique. J Comput Syst Sci 70:26–52

    Article  Google Scholar 

  • Huang L, Wan WB, Li FY, Li B, Yang J, Bi J (2011) A two-scale system to identify environmental risk of chemical industry clusters. J Hazard Mater 186:247–255 (in Chinese)

    Article  CAS  Google Scholar 

  • Hunsaker CT, Graham RL, Suter GW II, O’Neill RV, Barnthouse LW, Gardner RH (1990) Assessing ecological risk on a regional scale. Environ Manage 14:325–332

    Article  Google Scholar 

  • Ji ZH, Li N, Xie W, Wu JD, Zhou Y (2013) Comprehensive assessment of flood risk using the classification and regression tree method. Stoch Environ Res Risk Assess 27:1815–1828

    Article  Google Scholar 

  • Jia W, Zhu JX, Gao ZL, Bao QF (2009) The method of quantitative risk assessment and its application in chemical industrial park. China Saf Sci J 19:140–146 (in Chinese)

    CAS  Google Scholar 

  • Lahr J, Kooistra L (2010) Environmental risk mapping of pollutants: state of the art and communication aspects. Sci Total Environ 408:3899–3907

    Article  CAS  Google Scholar 

  • Lan DD, Liu RZ, Zeng WH (2009) Technique to regional risk zonation of environmental pollution accident and its application. J Basic Sci Eng 17(Supplement):82–91 (in Chinese)

    Google Scholar 

  • Li QL, Bi J, Yang J (2005) Fuzzy evaluation model for industry parks environmental risk management performance and its apply. Environ Assess 12:20–28 (in Chinese)

    Google Scholar 

  • Li CG, Liu YJ, Liu J, Wu YW, Huang JD, Wang WG (2009) Study on safety planning for chemical industrial park based on gross risk quantity. China Saf Sci J 19:116–121

    Google Scholar 

  • Li FY, Bi J, Huang L, Qu CS, Yang J, Bu QM (2010) Mapping human vulnerability to chemical accidents in the vicinity of chemical industry parks. J Hazard Mater 179:500–506

    Article  CAS  Google Scholar 

  • Li Q, Zhou JZ, Liu DH, Jiang XW (2012) Research on flood risk analysis and evaluation method based on variable fuzzy sets and information diffusion. Saf Sci 50:1275–1283

    Article  Google Scholar 

  • Ling H, Sun X, Zhu XD, Wang HZ, Li YF (2010) Establishing an regional ecological risk assessment model for Jiangsu coastal areas under rapid chemical industrialization. Ecol Environ Sci 19:1138–1142 (in Chinese)

    Google Scholar 

  • Linkov I, Satterstrom FK, Kiker G, Batchelor C, Bridges T, Ferguson E (2006) From comparative risk assessment to multi-criteria decision analysis and adaptive management: recent developments and applications. Environ Int 32:1072–1093

    Article  CAS  Google Scholar 

  • Liu XP, Zhang JQ, Cai WY, Tong ZJ (2010) Information diffusion-based spatiotemporal risk analysis of grassland fire disaster in northern China. Knowl Based Syst 23:53–60

    Article  Google Scholar 

  • Liu RZ, Alistair GL, Borthwick, Lan DD, Zeng WH (2012) Environmental risk mapping of accidental pollution and its zonal prevention in a city. Process Saf Environ Prot 91:397–404

    Article  Google Scholar 

  • Maantay J, Maroko A (2009) Mapping urban risk: flood hazards, race, & environmental justice in New York. Appl Geogr 29:111–114

    Article  Google Scholar 

  • MEP (Ministry of Environmental Protection of the People’s Republic of China) (2009) Technical guidelines for environmental risk assessment on projects (draft). (in Chinese) http://www.zhb.gov.cn/gkml/hbb/bgth/200912/t20091216_183049.htm. Accessed 11 Feb 2014

  • MEP (Ministry of Environmental Protection of the People’s Republic of China) (2012a) China Environment Bulletin 2012. (in Chinese) http://www.zhb.gov.cn/gkml/hbb/qt/201306/t20130604_253201.htm. Accessed 11 Feb 2014

  • MEP (Ministry of Environmental Protection of the People’s Republic of China) (2012b) Notice of further strengthening the environment assessment management to prevent environmental risks (MEP Order No. (2012)77). (in Chinese) http://www.zhb.gov.cn/gkml/hbb/bwj/201207/t20120710_233249.htm. Accessed 11 Feb 2014

  • Merad MM, Verdel T, Roy B, Kouniali S (2004) Use of multi-criteria decision-aids for risk zoning and management of large area subjected to mining-induced hazards. Tunn Undergr Space Technol 19:165–178

    Article  Google Scholar 

  • Moen JET, Ale BJM (1998) Risk maps and communication. J Hazard Mater 61:271–278

    Article  CAS  Google Scholar 

  • Nadal M, Kumar V, Schuhmacher M, Domingo JL (2006) Definition and GIS-based characterization of an integral risk index applied to a chemical/petrochemical area. Chemosphere 64:1526–1535

    Article  CAS  Google Scholar 

  • Nath B (1996) Environmental management. China Environmental Sciences Press, Beijing, p 301

    Google Scholar 

  • Pasquill F, Smith FB (1983) Atmospheric diffusion, 3rd edn. Wiley, Chichester

    Google Scholar 

  • Petrosillo I, Vassallo P, Valente D, Mensa JA, Fabiano M, Zurlini G (2010) Mapping the environmental risk of a tourist harbor in order to foster environmental security: objective vs. subjective assessments. Mar Pollut Bull 60:1051–1058

    Article  Google Scholar 

  • Pizzol L, Critto A, Agostini P, Marcomini A (2011) Regional risk assessment for contaminated sites Part 2: ranking of potentially contaminated sites. Environ Int 37:1307–1320

    Article  Google Scholar 

  • Saaty TL (1980) The analytic hierarchy process. McGraw-Hill, New York

    Google Scholar 

  • SEPA (State Environmental Protection Administration of the People’s Republic of China) (2004a) China Environment Bulletin 2004. (in Chinese) http://jcs.mep.gov.cn/hjzl/zkgb/04zkgb//200506/t20050602_67173.htm. Accessed 15 Sept 2013

  • SEPA (State Environmental Protection Administration of the People’s Republic of China) (2004b) Technical guidelines for environmental risk assessment on projects (HJ/T 169-2004). (in Chinese) http://www.es.org.cn/siteadmin/File/StdView.php?bzlistID=84. Accessed 15 Sept 2013

  • SEPA (State Environmental Protection Administration of the People’s Republic of China) (2005a) The emergency notice of carrying out major investigation of environmental security risks (SEPA Order No. (2005)145). (in Chinese) http://www.hbepb.gov.cn/zwgk/zcwj/hbbwj/200711/t20071102_9408.html. Accessed 15 Sept 2013

  • SEPA (State Environmental Protection Administration of the People’s Republic of China) (2005b) Notice of strengthening the management of environmental impact assessment to prevent environmental risk (SEPA Order No. (2005)152). (in Chinese) http://www.bjepb.gov.cn/portal0/tab189/info361.htm. Accessed 21 Nov 2013

  • SEPA (State Environmental Protection Administration of the People’s Republic of China) (2006) Notice of inspecting the environmental risk assessment on new construction projects in chemical, petrochemical area (SEPA Order No. (2006)4). (in Chinese) http://www.zhb.gov.cn/info/gw/huanban/200601/t20060123_73755.htm. Accessed 21 Nov 2013

  • Shao H, Zhu YQ, Shao F, Yang L (2011) Study of urban regional risk based on information diffusion. China Saf Sci J 21(5):166–170 (in Chinese)

    Google Scholar 

  • Stein A, Staritsky I, Bouma J, Van Groenigen JW (1995) Interactive GIS for environmental risk assessment Internat. J Rock Info Geogr Syst 9:509–525

    Google Scholar 

  • Tesfamariam S, Sadiq R (2006) Risk-based environmental decision-making using fuzzy analytic hierarchy process (F-AHP). Stoch Environ Res Risk Assess 21:35–50

    Article  Google Scholar 

  • Thompson MP, Calkin DE, Finney MA, Ager AA, Gilbertson-Day JW (2011) Integrated national-scale assessment of wildfire risk to human and ecological values. Stoch Environ Res Risk Assess 25:761–780

    Article  Google Scholar 

  • Tong ZJ, Zhang JQ, Liu XP (2009) GIS-based risk assessment of grassland fire disaster in western Jilin province, China. Stoch Environ Res Risk Assess 23:464–478

    Google Scholar 

  • Topuz E, Talinli I, Aydin E (2011) Integration of environmental and human health risk assessment for industries using hazardous materials: a quantitative multi criteria approach for environmental decision makers. Environ Int 37:393–403

    Article  CAS  Google Scholar 

  • Uricchio VF, Giordano R, Lopez N (2004) A fuzzy knowledge-based decision support system for groundwater pollution risk evaluation. J Environ Manage 73(3):189–197

    Article  Google Scholar 

  • USNRC (U.S. Nuclear Regulatory Agency) (1975) PRA-Procedures Guide: a guide to the performance of probabilistic risk assessments for nuclear power plants. WASH-1400 NU REG-75/014 http://www.nrc.gov/reading-rm/doc-collections/nuregs/contract/cr2300/. Accessed 28 Apr 2014

  • Velimir P (1995) The chemical industry in the Croatian Adriatic region: identification of environmental problems, assessment of pollution risk, and the new policies of sustainability. Sci Total Environ 171:265–274

    Article  Google Scholar 

  • Wang CY, Yang W (2009) Application of analytic hierarchy process on oil–gas field environmental risk assessment. J Saf Sci Technol 5:181–183 (in Chinese)

    Google Scholar 

  • Wang DH, Zheng YQ (2010) Safety risk assessment of chemical industry park based on grid partition and information diffusion. Syst Eng Theory Pract 30:1286–1292 (in Chinese)

    CAS  Google Scholar 

  • Wang XD, Zhong XH, Liu SZ, Liu JG, Wang ZY, Li MH (2008) Regional assessment of environmental vulnerability in the Tibetan Plateau: development and application of a new method. J Arid Environ 72:1929–1939

    Article  Google Scholar 

  • Wei YD, Ye XY (2014) Urbanization, urban land expansion and environmental change in China. Stoch Environ Res Risk Assess 28:757–765

  • Xiong DQ, Chen G, Li Q (2001) Fuzzy rank methodology for risk assessment of environmental pollution accidents. Eng Sci 3:46–50

    Google Scholar 

  • Xu LY, Liu GY (2009) The study of a method of regional environmental risk assessment. J Environ Manage 90:3290–3296

    Article  Google Scholar 

  • Xu XG, Lin HP, Fu ZY (2004) Probe into the method of regional ecological risk assessment—a case study of wetland in the Yellow River Delta in China. J Environ Manage 70:253–262

    Article  Google Scholar 

  • Yang XS, Xie B (2000) Approach to methods of regional environment risk assessment. Min Metall 9:107–110 (in Chinese)

    CAS  Google Scholar 

  • Yang J, Bi J, Li QL, Zhang B (2006) Study on theory and methodology of regional environmental risk zoning. Res Environ Sci 19(4):132–137

    Google Scholar 

  • Ye XY, We YD (2012) Regional development, disparities and polices in globalizing Asia. Regul Sci Policy Pract 4:179–182

    Article  CAS  Google Scholar 

  • Yesilnacar MI, Cetin H (2005) Site selection for hazardous wastes: a case study from the GAP area, Turkey. Eng Geol 81:371–388

    Article  Google Scholar 

  • Yuan GL, Sun TH, Han P, Li J, Lang XX (2014) Source identification and ecological risk assessment of heavy metals in topsoil using environmental geochemical mapping: typical urban renewal area in Beijing, China. J Geochem Explor 136:40–47

    Article  CAS  Google Scholar 

  • Zabeo A, Pizzol L, Agostini P, Critto A, Giove S, Marcomini A (2011) Regional risk assessment for contaminated sites Part 1: vulnerability assessment by multicriteria decision analysis. Environ Int 37:1295–1306

    Article  CAS  Google Scholar 

  • Zhu HQ, Xi L, Guo MX, Cheng JP (2011) Discussion on the method for regional planning environmental risk assessment based on information diffusion method. Environ Sci Manage 36:159–163 (in Chinese)

    Article  Google Scholar 

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Acknowledgments

This work was supported by the National Science Foundation for Innovative Research Group (no. 51121003), by the Program for New Century Excellent Talents in University (no. NCET-12-0059), by the National Natural Science Foundation of China (no. 41171068 and 40701004), by the National High Technology Research and Development Program (No. fr2008AA06A404).

Conflict of interest

The authors declare that they have no conflict of interest.

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Authors and Affiliations

  1. State Key Joint Laboratory of Environmental Simulation and Pollution Control, School of Environment, Beijing Normal University, Xinjiekouwai Street No. 19, Beijing, 100875, China

    Xiaojie Meng, Yan Zhang & Junhong Bai

  2. Chinese Research Academy of Environmental Sciences, Beijing, 100012, China

    Xiaojie Meng, Yingying Chai & Yating Li

  3. Solid Waste and Chemical Management Center of MEP, Beijing, 100029, China

    Xiangyi Yu

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  1. Xiaojie Meng
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  2. Yan Zhang
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Correspondence to Yan Zhang.

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Meng, X., Zhang, Y., Yu, X. et al. Regional environmental risk assessment for the Nanjing Chemical Industry Park: an analysis based on information-diffusion theory. Stoch Environ Res Risk Assess 28, 2217–2233 (2014). https://doi.org/10.1007/s00477-014-0886-3

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