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GIORGIO MANNINA

List of papers published in International Journals

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In Press

Cosenza, A., Mannina, G., Vanrolleghem, P., Neumann, M. (2013) Variance - based sensitivity analysis for wastewater treatment plant modelling. Science of the Total Environment.

2013

Mannina, G., Cosenza, A. (2013) The fouling phenomenon in membrane bioreactors: assessment of different strategies for energy saving. J. of Membrane Science, Volume 444, Pages 332-344. Pdf

Cosenza, A., Mannina, G., Neumann, M., Viviani, G., Vanrolleghem, P. (2013) Biological nitrogen and phosphorus removal in membrane bioreactors: Model development and parameter estimation. J. of Bioprocess and Biosystems Engineering, Volume 36(4), 499-514.

Cosenza, A., Mannina, G., Vanrolleghem, P., Neumann, M. (2013) Global sensitivity analysis in wastewater applications: A comprehensive comparison of different methods. Environmental Modelling & Software, Volume 49, 40-52. Pdf

Cosenza, A., Di Bella, G., Mannina, G., Torregrossa, M. (2013) The role of EPS in fouling and foaming phenomena for a membrane bioreactor. Bioresource Technology, Volume 147, 184-192. Pdf

Cosenza, A., Di Bella, G., Mannina, G., Torregrossa, M., Viviani, G. (2013) Biological Nutrient Removal and Fouling Phenomena in a University of Cape Town Membrane Bioreactor Treating High Nitrogen Loads. J. of Environmental Engineering – Asce, Vol. 139(6), 773-780.

 

2012

Mannina, G., Di Bella, G. (2012) Comparing two start-up strategies for MBRs: experimental study and mathematical modelling. Biochemical Engineering Journal, 68C, 91-103. Pdf

Freni, G., Mannina, G., Viviani, G. (2012) Role of modeling uncertainty in the estimation of climate and socioeconomic impact on river water quality. J. of Water Resources Planning and Management – Asce, 138(5), 479–490. Pdf

Dotto, C. B. S., Mannina, G., Kleidorfer, M., Vezzaro, L., Henrichs, M., McCarthy, D.T., Freni, G., Rauch, W., Deletic, A. (2012)Comparison of different uncertainty techniques in urban stormwater quantity and quality modelling. Water Research, 46(8), 2545-2558. Pdf


Di Bella, G., Di Trapani, D., Mannina, G., Viviani, G. (2012) Modelling of perched leachate zone formation in municipal solid waste landfills. Waste Management, 32(3), 455-461. Pdf


Candela, A., Freni, G., Mannina, G. and Viviani, G. (2012) Receiving water body quality assessment: an integrated mathematical approach applied to an Italian case study. Journal of Hydroinformatics, 14(1), 30-47. Pdf


Freni, G., Mannina, G., Montanari, A. (2012) Uncertainty in environmental and hydrological mathematical modelling. Physics and Chemistry of the Earth., 42-44, 1-2. Pdf


Deletic, A. Dotto, C.B.S., McCarthy, D.T., Kleidorfer, M., Freni, G., Mannina, G., Uhl, M., Henrichs, M., Fletcher, T.D., Rauch, W., Bertrand-Krajewski, J.L., Tait, S. (2012) Assessing Uncertainties in Urban Drainage Models. Physics and Chemistry of the Earth., 42-44, 3-10. Pdf


Freni, G., Mannina, G., (2012) Uncertainty estimation of a complex water quality model: the influence of Box - Cox transformation on Bayesian approaches and comparison with a non-Bayesian method. Physics and Chemistry of the Earth., 42-44, 31-41. Pdf


Freni, G., Mannina, G., (2012) The identifiability analysis for setting up measuring campaigns in integrated water quality modelling. Physics and Chemistry of the Earth., 42-44, 52-60. Pdf


Mannina, G., Cosenza, A., Viviani, G. (2012) Uncertainty assessment of a model for biological nitrogen and phosphorus removal: application to a large wastewater treatment plant. Physics and Chemistry of the Earth., 42-44, 61-69. Pdf


Mannina, G., Schellart, A.N.A., Tait, S., Viviani, G. (2012) Uncertainty in sewer sediment deposit modelling: detailed vs simplified modelling approaches. Physics and Chemistry of the Earth., 42-44, 11-20. Pdf


2011


Mannina, G., Cosenza, A., Vanrolleghem, P. and Viviani, G. (2011) A practical protocol for calibration of nutrient removal wastewater treatment models. Journal of Hydroinformatics, 13(4), 575-595. Pdf


Mannina, G. (2011) Uncertainty assessment of a water quality model for ephemeral rivers using GLUE analysis. Journal of Environmental Engineering - ASCE, 137(3), 177-186. Pdf


Mannina, G., Di Trapani, D., Viviani, G., Ødegaard, H. (2011) Modelling and dynamic simulation of hybrid moving bed biofilm reactors: model concepts and application to a pilot plant. Biochemical Engineering Journal, 56(1-2), 23-36. Pdf


Mannina, G., Di Bella, G., Viviani, G. (2011) An integrated model for biological and physical process simulation in membrane bioreactors (MBR). Journal of Membrane Science, 376(1-2), 56-69. Pdf


Di Trapani, D., Capodici, M., Cosenza, A., Di Bella, G., Mannina, G., Torregrossa, M., and Viviani, G. (2011) Evaluation of biomass activity and wastewater characterization in a UCT-MBR pilot plant by means of respirometric techniques. Desalination, 269, 190-197. |Pdf


Freni, G., Mannina, G. and Viviani, G. (2011) Assessment of the integrated urban water quality model complexity through identifiability analysis. Water Research, 45(1), 37-50. Pdf


Alexandrov, G.A. Ames, D. Bellocchi, G. Bruen, M. Crout, N. Erechtchoukova, M. Hildebrandt, A. Hoffman, F. Jackisch, C. Khaiter, P. Mannina, G. Matsunaga, T. Purucker, S.T. Rivington, M. Samaniego L. (2011) Technical assessment and evaluation of environmental models and software: Letter to the Editor. Environmental Modelling & Software, 26(3), 328-336. Pdf


Freni, G., Mannina, G. and Viviani, G. (2011) Assessment of data and parameter uncertainties in integrated water-quality model. Water Science & Technology, 63(9), 1913-1921. Pdf

 


2010


Mannina, G. and Viviani, G. (2010) Receiving water quality assessment: comparison between simplified and detailed integrated urban modelling approaches. Water Science & Technology, Vol 62(10), 2301–2312. Pdf


Freni, G. and Mannina, G. (2010) Uncertainty in Water Quality Modelling: the applicability of Variance Decomposition Approach. Journal of Hydrology, 394 (3-4), 324-333. Pdf


Mannina, G., Di Bella, G., and Viviani, G. (2010) Uncertainty assessment of a membrane bioreactor model using the GLUE methodology. Biochemical Engineering Journal, 52(2) 263–275. Pdf


Mannina, G. and Viviani, G. (2010) Water quality modelling for ephemeral rivers: model development and parameter assessment. Journal of Hydrology, 393(3-4), 186-196. Pdf


Freni, G. and Mannina, G. (2010) Bayesian approach for uncertainty quantification in water quality modelling: the influence of prior distribution. Journal of Hydrology, 392(1-2), 31-39. Pdf


Mannina, G. and Viviani, G. (2010) A hydrodynamic water quality model for propagation of pollutants in rivers. Water Science & Technology, 62(2), 288–299. Pdf


Freni, G. Mannina, G. and Viviani, G. (2010) The influence of rainfall time resolution for urban water quality modelling. Water Science & Technology, 61(9), 2381-2390. Pdf


Di Trapani, D., Mannina, G., Torregrossa, M. & Viviani, G.(2010) Quantification of kinetic parameters for heterotrophic bacteria via respirometry in a hybrid reactor. Water Science & Technology, 61(7), 1757-1766. Pdf


Freni, G., Mannina, G. and Viviani, G. (2010) Emission standards versus immission standards for assessing the impact of urban drainage on ephemeral receiving water bodies. Water Science & Technology, 61(6), 1617-1629. Pdf


Di Trapani, D., Mannina, G., Torregrossa, M. & Viviani, G. (2010) Comparison between hybrid moving bed biofilm reactor and activated sludge system: a pilot plant experiment. Water Science & Technology, 61(4), 891–902. Pdf


Mannina, G. and Viviani, G. (2010) An urban drainage stormwater quality model: Model development and uncertainty quantification. Journal of Hydrology, 381(3-4), 248-265. Pdf


Freni, G., Mannina, G. and Viviani, G. (2010)Urban water quality modelling: a parsimonious holistic approach for a complex real case study. Water Science & Technology, 61(2), 521-536. Pdf


Mannina, G. and Viviani, G. (2010) A parsimonious dynamic model for river water quality assessment. Water Science & Technology, 61(3), 607–618. Pdf


Freni, G., Mannina, G. and Viviani, G. (2010) Urban stormwater quality management: centralized versus source control. J. of Water Resources Planning and Management – Asce. Volume 136(2), 268-278. Pdf


2009


Freni, G., Mannina, G. and Viviani, G. (2009) Assessment of data availability influence on integrated urban drainage modelling uncertainty. Environmental Modelling & Software, Vol.24(10), 1171-1181. Pdf


Freni, G., Mannina, G. and Viviani, G. (2009) Identifiability analysis for receiving water body quality modelling Environmental Modelling & Software, Vol. 24(1), 54-62. Pdf


Freni, G., Mannina, G. and Viviani, G. (2009) Urban runoff modelling uncertainty: comparison among bayesian and pseudo-bayesian methods. Environmental Modelling & Software, Vol 24(9), 1100-1111. Pdf


Freni, G., Mannina, G. and Viviani, G. (2009) Uncertainty in urban stormwater quality modelling: the influence of likelihood measure formulation in the glue methodology- Science of the Total Environment 408, 143-150. Pdf


Freni, G., Mannina, G. and Viviani, G. (2009) Uncertainty assessment of an integrated urban drainage model, Journal of Hydrology, Volume 373(3-4), 392-404. Pdf


Calabrò, P.S., Mannina, G. and Viviani, G. (2009) In sewer processes: mathematical model development and sensitivity analysis, Water Science & Technology, vol 60(1), 107–115 Pdf


Freni, G., Mannina, G. and Viviani, G. (2009) Stormwater infiltration trenches: a conceptual modelling approach, Water Science & Technology, Vol 60(1) pp 185–199 Pdf


Mannina, G. and Viviani, G. (2009) Separate and combined sewer systems: a long-term modelling approach, Water Science & Technology, Vol 60(3) pp 555–565 Pdf


Candela., A., Freni, G., Mannina, G. and Viviani, G. (2009) Quantification of diffuse and concentrated pollutant loads at the watershed-scale: an Italian case study, Water Science & Technology, Vol 59(11), 2125–2135 Pdf


Mannina, G. and Viviani, G. (2009) Hybrid moving bed biofilm reactors: an effective solution for upgrading a large wastewater treatment plant, Water Science & Technology, Vol 60(5), 1103–1116 Pdf

 

2008


Freni, G., Mannina, G. and Viviani, G. (2008) Uncertainty in urban stormwater quality modelling: the effect of acceptability threshold in the glue methodology. Water Research, Vol 42(8-9), 2061-2072 . Pdf


Freni, G., Maglionico, M., Mannina, G. and Viviani, G. (2008) Comparison between a detailed and a simplified integrated model for the assessment of urban drainage environmental impact on an ephemeral river, Urban Water Journal, Vol 5 (2) 87 – 96. Pdf


Freni, G., Mannina, G. and Viviani, G. (2008) uncertainty assessment of sewer sediment erosion modelling, Urban Water Journal, Vol 5(1), 21 – 31. Pdf


Di Trapani, D. Mannina, G., Torregrosa, M., Viviani G. (2008) Hybrid moving bed biofilm reactors: a pilot plant experiment. Water Science & Technology, 57(10), 57 1539–1545 Pdf


Mannina G., Mancini G., Torregrossa M., Viviani G. (2008) Wastewater modification processes assessment in a stabilization reservoir. Water Science & Technology, Vol 57(7),1037-1045 Pdf


Di Bella, G., Mannina, G., Viviani, G. (2008) An integrated model for physical-biological wastewater organic removal in a submerged membrane bioreactor: model development and parameter estimation. Journal of Membrane Science, Vol 322(1), 1-12. Pdf

2007


Mannina G., Di Trapani D., M. Torregrossa, G. Viviani (2007). Modelling of hybrid moving bed biofilm reactors: a pilot plant experiment. Water Science & Technology, vol 55(8-9) pp 237–246 Pdf

2006


Mannina G., Freni G., Viviani G., Sægrov S., Hafskjold l. S. (2006). Integrated urban water modelling with uncertainty analysis Water Science & Technology. Vol. 54(6-7), 379–386. Pdf 

 

 

 

Papers in press

  • Cosenza, A., Mannina, G., Vanrolleghem. P., Neumann, M., (2013) Variance- based sensitivity analysis for membrane bioreactor modelling. Science of the Total Environment, (in press).

 

2013

 

  • Cosenza, A., Mannina, G. Neumann, M., Viviani, G., P. Vanrolleghem. (2013) Biological nitrogen and phosphorus removal in membrane bioreactors: Model development and parameter estimation. Bioprocess and Biosystems Engineering, Volume 36(4), 499-514.
  • Cosenza A., Di Bella G., Mannina G., Torregrossa M. and Viviani G. (2013). Biological Nutrient Removal and Fouling Phenomena in a University of Cape Town Membrane Bioreactor Treating High Nitrogen Loads.Journal of Environmental Engineering – ASCE, Vol. 139(6), 773-780.
  • Mannina, G., Cosenza, A. (2013) The fouling phenomenon in membrane bioreactors: assessment of different strategies for energy saving. J. of Membrane Science. 444(1), 332-344.
  • Cosenza, A., Mannina, G., Vanrolleghem. P., Neumann, M., (2013) Global sensitivity analysis in wastewater applications: a comprehensive comparison of different methods. Environmental Modelling and Software, 49(11), 40-52.
  • Cosenza A., Di Bella G., Mannina G., Torregrossa M. (2013). The role of EPS in fouling and foaming phenomena for a membrane bioreactor. Bioresource Technology, 147c, 184-192.
  • Cosenza, A., Mannina, G., Vanrolleghem. P., Neumann, M., (2013) Variance- based sensitivity analysis for membrane bioreactor modelling. Science of the Total Environment, (Submitted).

 

2012

 

  • Candela A., Freni G., Mannina G., Viviani, G. (2012). Receiving water body quality assessment: an integrated mathematical approach applied to an Italian case study. Journal of Hydroinformatics, 14(1), 30-47.
  • Di Bella G., Di Trapani D., Mannina G., Viviani G. (2012). Modelling of perched leachate zone formation in municipal solid waste landfills. Waste Management 32(3), 457-463.
  • Dotto C. B. S., Mannina G., Kleidorfer M., Vezzaro L., Henrichs M., McCarthy D., Freni G., Rauch W., Deletic A. (2012). Comparison of different uncertainty techniques in urban stormwater quantity and quality modelling. Water Research 46(8), 2545-2558.
  • Freni G., Mannina G. (2012). Uncertainty estimation of a complex water quality model: GLUE vs Bayes with Box-Cox transformation. Physics and Chemistry of the Earth 42-44, 31-41.
  • Deletic A., Dotto C.B.S., Fletcher C.B.S., McCarthy D.T., Bertrand-Krajewski JL, Rauch W., Kleidorfer M., Freni G., Mannina G., Tait S. (2012). Harmonizing uncertainty assessment in urban water quality modelling. Physics and Chemistry of the Earth 42-44, 3-10.
  • Freni G., Mannina G. (2012). The identifiability analysis for setting up measuring campaigns for integrated water quality modelling. Physics and Chemistry of the Earth 42-44, 52-60.
  • Mannina G., Schellart A.N.A., Tait S., Viviani G. (2012). Uncertainty in sewer sediment deposit modelling: detailed vs simplified modelling approaches. Physics and Chemistry of the Earth, 42-44, 11-20.
  • Mannina, G., Cosenza, A., Viviani, G. (2012) Uncertainty assessment of a model for biological nitrogen and phosphorus removal: application to a large wastewater treatment plant. Physics and Chemistry of the Earth., 42-44, 61-69.
  • Freni, G., Mannina, G., Montanari, A. (2012) Uncertainty in environmental and hydrological mathematical modelling. Physics and Chemistry of the Earth., 42-44, 1-2.
  • Freni G., Mannina, G., Viviani G. (2012). The role of modeling uncertainty in the estimation of climate and socio - economic impact on river water quality. Journal of Water Resource Planning and Management - ASCE 138(5), 479–490.
  • Mannina G. and Di Bella G. (2012). Comparing two start-up strategies for MBRs: experimental study and mathematical modeling. Biochemical Engineering Journal, Vol 68, 91-103.

 

2011

 

  • Freni G., Mannina G. Viviani G. (2011). Assessment of the water quality model complexity through identifiability analysis. Water Research, Vol. 45(1), 37-50.
  • Mannina G. (2011). Uncertainty assessment of a water quality model for ephemeral river using GLUE analysis. Journal of Environmental Engineering – ASCE, Vol. 137(3), 177-186.
  • Mannina G., Cosenza A., Vanrolleghem P., Viviani G. (2011). A practical protocol for calibration of nutrient removal wastewater treatment models. Journal of Hydroinformatics, Vol. 13(4), 575-595.
  • Alexandrov G.A., Ames D., Bellocchi G., Bruen M., Crout N., Erechtchoukova M., Hildebrandt A., Hoffman F., Jackisch C., Khaiter P., Mannina G., Matsunaga T., Purucker, S.T., Rivington M., Samaniego L. (2011). Technical assessment and evaluation of environmental models and software: Letter to the Editor. Environmental Modelling & Software, Vol. 26(3), 328-336.
  • Di Trapani D., Capodici M., Cosenza A., Di Bella G., Mannina G., Torregrossa M., Viviani G. (2011). Evaluation of biomass activity and wastewater characterization in a UCT-MBR pilot plant by means of respirometric techniques. Desalination, Vol. 269, 190-197.
  • Freni G., Mannina G. and Viviani G. (2011). Assessment of data and parameter uncertainties in integrated water-quality model. Water Science & Technology, Vol. 63(9), 1913-1921.
  • Mannina G., Di Trapani D., Viviani G., Ødegaard H. (2011). Modelling and dynamic simulation of hybrid moving bed biofilm reactors: model concepts and application to a pilot plant. Biochemical Engineering Journal, Vol. 56(1-2), 23-36.
  • Mannina G., Di Bella G., Viviani G. (2011). An integrated Model for biological and physical processes in membrane bioreactors (MBR). Journal of Membrane Science, Vol. 376(1-2), 56-69.

 

2010

 

 

  •           Freni G., Mannina G., Viviani G. (2010). Urban water quality modelling: a parsimonious holistic approach for a complex real case study. Water Science & Technology, Vol. 61(2), 521-536.
  •               Mannina G., Viviani G. (2010). An urban drainage stormwater quality model: model development and uncertainty quantification. Journal of Hydrology, Vol. 381(3-4), 248-265.
  •                   Freni G., Mannina G., Viviani G. (2010). Urban stormwater quality management: centralized versus source control. Water Resources Planning and Management –Vol. 136(2), 268-278.
  •                 Mannina G., Viviani G. (2010). A parsimonious dynamic model for river water quality assessment. Water Science & Technology, Vol. 61(3), 607–618.
  •               Di Trapani D., Mannina G., Torregrossa M., Viviani G. (2010). Comparison between hybrid moving bed biofilm reactor and activated sludge system: a pilot plant experiment. Water Science & Technology, Vol. 61(4), 891–902.
  •          Freni G., Mannina G., Viviani G. (2010). Emission standards versus immission standards for assessing the impact of urban drainage on ephemeral receiving water bodies. Water Science & Technology, Vol. 61(6), 1617-1629.

 

7.              Di Trapani D., Mannina G., Torregrossa M., Viviani G. (2010). Quantification of kinetic parameters for heterotrophic bacteria via respirometry in a hybrid reactor. Water Science & Technology, Vol. 61(7), 1757-1766.

 

8.              Freni G., Mannina G., Viviani G. (2010). The influence of rainfall time resolution for urban water quality modelling. Water Science & Technology, Vol. 61(9), 2381-2390.

 

9.              Mannina G., Viviani G. (2010). A hydrodynamic water quality model for propagation of pollutants in rivers. Water Science & Technology, Vol. 62(2), 288–299.

 

10.          Freni G., Mannina G. (2010). Bayesian approach for uncertainty quantification: the influence of prior distribution. Journal of Hydrology,  Vol. 392(1-2), 31-39.

 

11.          Mannina G., Viviani G. (2010). Water quality modelling for ephemeral river: model development and parameter assessment. Journal of Hydrology Vol. 393(3-4), 186-196.

 

12.          Mannina G., Viviani G. (2010). Receiving water quality assessment: comparison between simplified and detailed integrated urban modelling approaches. Water Science & Technology, Vol. 62(10), 2301–2312.

 

13.          Mannina G., Di Bella G., Viviani G. (2010). Uncertainty assessment of a membrane bioreactor model using the GLUE methodology. Biochemical Engineering Journal,  Vol. 52(2) 263–275.

 

14.          Freni G., Mannina G. (2010). Uncertainty in Water Quality Modelling: a Variance Decomposition Approach. Journal of Hydrology, Vol. 394 (3-4), 324-333.

 

 

 


1.              Freni G., Mannina G., Viviani G. (2010). Urban water quality modelling: a parsimonious holistic approach for a complex real case study. Water Science & Technology, Vol. 61(2), 521-536.

 

2.              Mannina G., Viviani G. (2010). An urban drainage stormwater quality model: model development and uncertainty quantification. Journal of Hydrology, Vol. 381(3-4), 248-265.

 

3.              Freni G., Mannina G., Viviani G. (2010). Urban stormwater quality management: centralized versus source control. Water Resources Planning and Management –Vol. 136(2), 268-278.

 

4.              Mannina G., Viviani G. (2010). A parsimonious dynamic model for river water quality assessment. Water Science & Technology, Vol. 61(3), 607–618.

 

5.              Di Trapani D., Mannina G., Torregrossa M., Viviani G. (2010). Comparison between hybrid moving bed biofilm reactor and activated sludge system: a pilot plant experiment. Water Science & Technology, Vol. 61(4), 891–902.

 

6.              Freni G., Mannina G., Viviani G. (2010). Emission standards versus immission standards for assessing the impact of urban drainage on ephemeral receiving water bodies. Water Science & Technology, Vol. 61(6), 1617-1629.

 

7.              Di Trapani D., Mannina G., Torregrossa M., Viviani G. (2010). Quantification of kinetic parameters for heterotrophic bacteria via respirometry in a hybrid reactor. Water Science & Technology, Vol. 61(7), 1757-1766.

 

8.              Freni G., Mannina G., Viviani G. (2010). The influence of rainfall time resolution for urban water quality modelling. Water Science & Technology, Vol. 61(9), 2381-2390.

 

9.              Mannina G., Viviani G. (2010). A hydrodynamic water quality model for propagation of pollutants in rivers. Water Science & Technology, Vol. 62(2), 288–299.

 

10.          Freni G., Mannina G. (2010). Bayesian approach for uncertainty quantification: the influence of prior distribution. Journal of Hydrology,  Vol. 392(1-2), 31-39.

 

11.          Mannina G., Viviani G. (2010). Water quality modelling for ephemeral river: model development and parameter assessment. Journal of Hydrology Vol. 393(3-4), 186-196.

 

12.          Mannina G., Viviani G. (2010). Receiving water quality assessment: comparison between simplified and detailed integrated urban modelling approaches. Water Science & Technology, Vol. 62(10), 2301–2312.

 

13.          Mannina G., Di Bella G., Viviani G. (2010). Uncertainty assessment of a membrane bioreactor model using the GLUE methodology. Biochemical Engineering Journal,  Vol. 52(2) 263–275.

 

Freni G., Mannina G. (2010). Uncertainty in Water Quality Modelling: a Variance Decomposition Approach. Journal of Hydrology, Vol. 394 (3-4), 324-333.