Mathematical modeling of competition and coexistence of sulfate-reducing bacteria, acetogens, and methanogens in multispecies biofilms

References

• P.N.L. Lens, A. Visser, A.J.H. Janssen, L.W. Pol, G. Lettinga, Biotechnological treatment of sulfate-rich wastewaters, Crit. Rev. Environ. Sci. Technol. 28 (1998) 41–88.10.1080/10643389891254160
   Web of Science ®Google Scholar
• P.N.L. Lens, M. Vallero, G. Esposito, M. Zandvoort, Perspectives of sulfate reducing bioreactors in environmental biotechnology, Rev. Environ. Sci. Biotechnol. 1 (2002) 311–325.10.1023/A:1023207921156
   Google Scholar
• D.B. Johnson, K.B. Hallberg, Acid mine drainage remediation options: A review, Sci. Total Environ. 338 (2005) 3–14.10.1016/j.scitotenv.2004.09.002
   PubMed Web of Science ®Google Scholar
• S. Papirio, D.K. Villa-Gomez, G. Esposito, F. Pirozzi, P.N.L. Lens, Acid mine drainage treatment in fluidized-bed bioreactors by sulfate-reducing bacteria: A critical review, Crit. Rev. Environ. Sci. Technol. 43 (2013) 2545–2580.10.1080/10643389.2012.694328
   Web of Science ®Google Scholar
• H.W. Hulshoff Pol, P.N.L. Lens, J. Wejma, A.J.M. Stams, New developments in reactor and process technology for sulfate reduction, Water Sci. Technol. 44 (2001) 67–76.
   Web of Science ®Google Scholar
• A.H. Kaksonen, J.A. Puhakka, Sulfate reduction based bioprocesses for the treatment of acid mine drainage and the recovery of metals, Eng. Life Sci. 7 (2007) 541–564.10.1002/(ISSN)1618-2863
   Web of Science ®Google Scholar
• W. Liamleam, A.P. Annachhatre, Electron donors for biological sulfate reduction, Biotechnol. Adv. 25 (2007) 452–463.10.1016/j.biotechadv.2007.05.002
   PubMed Web of Science ®Google Scholar
• A.T. Herlihy, A.L. Mills, G.M. Hornberger, A.E. Bruckner, The importance of sediment sulfate reduction to the sulfate budget of an impoundment receiving acid mine drainage, Water Resour. Res. 23 (1987) 287–292.10.1029/WR023i002p00287
   Web of Science ®Google Scholar
• J.R. Postgate, The Sulphate Reducing Bacteria. second ed., University Press, Cambridge, 1984.
   Google Scholar
• H.J. Laanbroek, T. Abee, I.L. Voogd, Alcohol conversion by Desulfobulbus propionicus Lindhorst in the presence and absence of sulfate and hydrogen, Arch. Microbiol. 133 (1982) 178–184.10.1007/BF00414998
   Web of Science ®Google Scholar
• G. Zellner, F. Neudörfer, H. Diekmann, Degradation of lactate by an anaerobic mixed culture in a fluidized-bed reactor, Water Res. 28 (1994) 1337–1340.10.1016/0043-1354(94)90299-2
   Web of Science ®Google Scholar
• L. Frunzo, G. Esposito, F. Pirozzi, P.N.L. Lens, Dynamic mathematical modeling of sulfate reducing gas-lift reactors, Process Biochem. 47 (2012) 2172–2181.10.1016/j.procbio.2012.08.010
   Web of Science ®Google Scholar
• G. Garuti, A. Giordano, F. Pirozzi, Full-scale ANANOX system performance, Water SA. 27 (2001) 189–197.
   Web of Science ®Google Scholar
• G. Muyzer, A.J.M. Stams, The ecology and biotechnology of sulfate-reducing bacteria, Nature 6 (2008) 441–454.
   Web of Science ®Google Scholar
• S. Papirio, G. Esposito, F. Pirozzi, Biological inverse fluidized-bed reactors for the treatment of low pH- and sulphate-containing wastewaters under different COD conditions, Environ. Technol. 34 (2013) 1141–1149.10.1080/09593330.2012.737864
   PubMed Web of Science ®Google Scholar
• O.O. Oyekola, R.P. van Hille, S.T.L. Harrsion, Kinetic analysis of biological sulphate reduction using lactate as carbon source and electron donor: Effect of sulphate concentration, Chem. Eng. Sci. 65 (2010) 4471–4481.
   Web of Science ®Google Scholar
• O.O. Oyekola, Susan T.L. Harrison, Robert P. van Hille, Effect of culture conditions on the competitive interaction between lactate oxidizers and fermenters in a biological sulfate reduction system, Bioresour. Technol. 104 (2012) 616–621.10.1016/j.biortech.2011.11.052
   PubMed Web of Science ®Google Scholar
• O.O. Oyekola, R.P. van Hille, S.T.L. Harrison, Study of anaerobic lactate metabolism under biosulfidogenic conditions, Water Res. 43 (2009) 3345–3354.10.1016/j.watres.2008.11.044
   PubMed Web of Science ®Google Scholar
• O. Wanner, W. Gujer, A multispecies biofilm model, Biotechnol. Bioeng. 28 (1986) 314–328.10.1002/(ISSN)1097-0290
   PubMed Web of Science ®Google Scholar
• B. D’Acunto, L. Frunzo, Qualitative analysis and simulations of a free boundary problem for multispecies biofilm models, Math. Comput. Model. 53 (2011) 1596–1606.10.1016/j.mcm.2010.12.024
   Web of Science ®Google Scholar
• B. D’Acunto, L. Frunzo, Free boundary problem for an initial cell layer in multispecies biofilm formation, Appl. Math. Lett. 25 (2012) 20–26.10.1016/j.aml.2011.06.032
   Web of Science ®Google Scholar
• B. D’Acunto, G. Esposito, L. Frunzo, F. Pirozzi, Dynamic modeling of sulfate reducing biofilms, Comput. Math. Appl. 62 (2011) 2601–2608.10.1016/j.camwa.2011.07.064
   Web of Science ®Google Scholar
• G. Esposito, P. Lens, F. Pirozzi, User-friendly mathematical model for the design of sulfate reducing fed bioreactors, J. Environ. Eng. 135 (2009) 167–175.10.1061/(ASCE)0733-9372(2009)135:3(167)
   Web of Science ®Google Scholar
• D.J. Batstone, J. Keller, I. Angelidaki, S.V. Kalyuzhnyi, S.V. Pavlostathis, A. Rozzi, W.T.M. Sanders, H. Siegrist, V.A. Vavilin, Anaerobic Digestion Model No. 1, Scientific and Technical Report No. 13, IWA Publishing, 2002.
   Google Scholar
• L.B. Celis-García, E. Razo-Flores, O. Monroy, Performance of a down-flow fluidized bed reactor under sulfate reduction conditions using volatile fatty acids as electron donors, Biotechnol. Bioeng. 97 (2007) 771–779.10.1002/bit.21288
   PubMed Web of Science ®Google Scholar
• S.A. Dar, R. Kleerebezem, A.J.M. Stams, J.G. Kuenen, G. Muyzer, Competition and coexistence of sulfate-reducing bacteria, acetogens and methanogens in a lab-scale anaerobic bioreactor as affected by changing substrate to sulfate ratio, Appl. Microbiol. Biotechnol. 78 (2008) 10445–11055.
   Web of Science ®Google Scholar