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Received March 16, 2017
Accepted August 9, 2017
- This is an Open-Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/bync/3.0) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
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Vulnerability assessment index at process-level for the identification of adaptive strategies in wastewater treatment plants under climate change
Department of Environmental Science and Engineering, Kyung Hee University, Yongin 17104, Korea
Korean Journal of Chemical Engineering, December 2017, 34(12), 3054-3066(13), 10.1007/s11814-017-0218-7
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Abstract
Many studies have been conducted on climate change vulnerability assessments to develop adaptive strategies for climate change on a national or global scale. The development of an assessment tool for climate change on a process-level is necessary for evaluating vulnerability and to suggest an effective adaptive strategy in wastewater treatment plants (WWTP). Therefore, we proposed a vulnerability assessment index at the process-level in a WWTP to evaluate adaptive strategies for climate change in this study. The suggested process-level vulnerability assessment index is based on three performance WWTP indices: the effluent quality index (EQI), global warming potential (GWP), and operational cost index (OCI). Four different advanced WWTP processes were evaluated using the suggested vulnerability assessment index based on the A2 scenario, which is one of the carbon emission scenarios making predictions out to 2100 developed by the intergovernmental panel on climate change (IPCC). The adaptive strategies were evaluated at four conventional treatment processes to see the improvement of vulnerability of their processes, where the changes of their vulnerabilities are compared together. Suggested adaptive strategies in case studies showed that the process-level vulnerabilities were significantly decreased in the anaerobic/anoxic/aerobic (A2O) and Virginia initiative project (VIP) processes, especially during the flood and winter seasons. Therefore, it is expected that the proposed vulnerability assessment index can be useful as a decision-supporting tool for selecting the appropriate adaptive strategy for each process.
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References
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IPCC, Metz B, Davidson OR, Bosch PR, Dave R, Meyer LA Eds., Cambridge University Press, Cambridge (2007).
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Brooks N, Adger WN, Kelly PM, Glob. Environ. Change, 15, 151 (2005)
Yoo G, Hwang JH, Choi C, Ocean Coastal Manage., 54, 524 (2011)
Barbosa A, Fernandes J, David L, Water Res., 46, 6787 (2012)
Arheimer B, Andreasson J, Fogelberg S, Johnson H, Pers CB, Persson K, Ambio, 3, 559 (2005)
Vorosmarty CJ, Green P, Salisbury J, Lammers RB, Science, 289, 284 (2000)
Hurst A, Edwards M, Chipps M, Jefferson B, Parsons S, Sci. Total Environ., 321, 219 (2004)
Stent R, Freshwater Biol., 11, 567 (1981)
Plosz B, Liltved H, Ratnaweera H, Water Sci. Technol., 60, 533 (2009)
Langeveld J, Schilperoort R, Weijers S, J. Hydrol. Eng., 476, 112 (2013)
Pielke R, Climate vulnerability: Understanding and addressing threats to essential resources, Academic Press (2013).
Yoo G, Kim J, Korea Environment Institute, Republic of Korea (2007).
UNDP, Human Development Reports (2006).
Alex J, Benedetti L, Copp J, Gernaey KV, Jeppsson U, Nopens I, Pons MN, Steyer JP, Vanrolleghem P, IWA Publishing, London (2009).
Gernaey KV, Jørgensen SB, Control Eng. Practice, 12, 357 (2004)
Guerrero J, Flores-Alsina X, Guisasola A, Baeza JA, Gernaey KV, Bioresour. Technol., 136, 680 (2013)
Jeppsson U, Pons M, Nopens I, Alex J, Copp J, Gernaey K, Rosen C, Steyer J, Vanrolleghem P, Water Sci. Technol., 56, 67 (2007)
IPCC, Solomon S, Qin D, Manning M, Chen Z, Marquis M, Averyt KB, Tignor M, Miller HL Eds., Cambridge University Press, Cambridge (2007).
IPCC, Eggleston HS, Miwa K, Srivastava N, Tanabe K Eds., IGES, Japan (2008).
Jeffrey F, David H, Zhiguo Y, Paul L, Water Res., 44, 831 (2010)
Ashrafi O, PhD Thesis, Concordia University (2012).
Yoo G, Kim AR, Hadi S, Ocean Coastal Manage., 102, 169 (2014)
Henze M, Gujer W, Mino T, Van Loosedrecht M, IWA Scientific and Technical report No. 9, UK (2006).
Yerushalmi L, Haghighat F, Shahabadi M, World Acad. Sci. Eng. Technol., 54, 618 (2009)
Vanrolleghem PA, Gillot S, Water Sci. Technol., 45, 117 (2002)
Snip L, MSc Thesis. Wageningen Univ, Netherlands (2009).
Kim M, Yoo C, Korean Chem. Eng. Res., 46(3), 610 (2008)
Tolkou AK, Zouboulis AI, Desalin. Water Treat., 57, 2344 (2016)
Camargo JA, Alonso A, Environm. Int., 32, 831 (2006)
O’Neill JA, Hydrology Days 2010, 79 (2010).
Guo L, Martin C, Nopens I, Vanrolleghem PA, IWA Nutrient Removal and Recovery 2012, 23 (2012).
Sweetapple C, Fu G, Butler D, Water Res., 55, 52 (2014)
Garikiparthy PSN, Lee SC, Liu H, Kolluri SS, Esfahani IJ, Yoo CK, Korean J. Chem. Eng., 33(1), 14 (2016)
Pyo SH, Kim MJ, Lee SC, Shi H, Kim JT, Yoo CK, 7th Intl. Congress on Env. Modelling and Software, U.S.A. (2014).
Song J, Kim Y, Yoo N, Creat. Educ., 3, 17 (2012)
Kim M, Kim D, Esfahani IJ, Lee S, Kim M, Yoo C, Korean J. Chem. Eng., 34(1), 6 (2017)
Pirsaheb M, Mohamadi M, Mansouri AM, Zinatizadeh AAL, Sumathi S, Sharafi K, Korean J. Chem. Eng., 32(7), 1340 (2015)