• No se han encontrado resultados

2 ITIAN + 1 ITINAN

6. DINÁMICA Y DISTRIBUCIÓN VÍRICA Y LINFOCITARIA EN LOS TEJIDOS LINFÁTICOS

6.5. EFECTO DEL TARGA SOBRE EL VIRUS Y LAS POBLACIONES CELULARES INFECTADAS EN TEJIDO LINFÁTICO

6.5.6. Influencia de los tipos de regímenes terapéuticos

between pH, dissolved oxygen and chloride concentrations with contaminant treatment efficiencies within tested ICW mesocosms. Three advanced statistical tools (PCA, RDA, and SOM) were subsequently employed to carry out further investigations of subtle relationships. Findings showed that dissolved oxygen concentration and conductivity can be linked to treatment efficiencies of NH4-N, MRP, and COD. Furthermore, redox potential values related

to MRP and COD removal. Temperature and pH values contributed to the treatment of NH4-

N and (NO3+NO2)-N. The key results associated with all four techniques were similar.

However, this is likely to be a coincidence related to this particular case study.

Although no reduction of the overall performance has been found in the multi-cellular ICW sites 7 and 11 over an operational period of 15 years, the long-term performance of individual

cells and the cascading transfer of intercepted contaminants is less known. Wetland aging, which might cause the loss of contaminant removal, is seen as a perceived challenge for their management. Scholz et al. (2007) calculated theoretical desludging frequencies between 9 and 46 years (mean of 23 years) for six ICW systems located in Ireland. However, based on this laboratory research study, a much higher desludging frequency of about 5 to 10 years for the first wetland cell might be more appropriate. Alternatively, other management strategies including a change in vegetation and water depth as well as dewatering or allowing the first wetland cell to dry out in summer could also be tested.

3. Conclusions

(1) Findings suggest that the treatment performance of mature wetland were relatively poor and the mesocosms acted rather as contaminant sources than sinks. Due to long-term operation and high nutrient loads entering the full-scale ICW systems, contaminants accumulated within the sediment layer at the base of the first wetland cell. However, contaminants may remobilize when environmental and chemical conditions change. As to maintain the effectiveness of ICW systems, sustainable sediment management such as entire sediment removal from the first wetland cell is recommended if a saturation point (i.e. wetland becomes a source for contaminants) has been reached.

(2) The relationships between physico-chemical parameters and contaminant treatment efficiency were sequentially investigated using four statistical tools (multiple regression, PCA, RDA, and SOM). The obtained results provided complementary information for the retention and/or release processes inside ICW systems.

(3) No reduction in treatment performance has been found in the multi-cellular ICW sites 7 and 11 according to monitoring results. In addition, the operational conditions are well controlled for laboratory-scale ICW systems. Therefore, the application of these findings to the management of the long-term operating ICW system is limited. The full-scale ICW dataset should be further analyzed to improve the tested techniques and models. However, the results still provide valuable warning hints regarding decreasing treatment efficiency in long- term operating ICW systems.

Acknowledgements

We wish to acknowledge the technical support and assistance by Ms. Susan Cook (Waterford County Council), Mrs. Tanya Peshkur (The University of Edinburgh), Mr. Shane Doolin (The University of Edinburgh), Mr. Gerard Noone (The University of Edinburgh), and Ms.

Morgane Biehler (Ecole de Biologie Industrielle, France). Funding for Mr. Yu Dong’s PhD study was provided by The University of Edinburgh and the China Scholarship Council (CSC).

References

Ahn, Y.H. (2006). Sustainable nitrogen elimination biotechnologies: a review. Process Biochemistry 41 (8), pp. 1709–21

APHA (2005). Standard methods for the examination of water and wastewater, 21st edition. Washington DC: American Public Health Association (APHA), American Water Works Association, and Water and Environment Federation

Braskerud, B.C., Hartnik, T. and Løvstad, Ø. (2005). The effect of the redox-potential on the retention of phosphorus in a small constructed wetland. Water Science & Technology 51 (3–4), pp. 127–34

salinity on the wastewater treatment performance of aerobic submerged fixed bed biofilm reactors. Water Science & Technology 55 (8–9), pp. 159–64

Chavan, P.V., Dennett, K.E., Marchand, E.A. and Spurkland, L.E. (2008). Potential of constructed wetland in reducing total nitrogen loading into the Truckee River. Wetlands Ecology & Management 16 (3), pp. 189–97

Davis, J.C. (1986). Statistics and Data Analysis in Geology. New York: John Wiley & Sons, Inc.

Hijosa-Valsero, M., Sidrach-Cardon, R., Martín-Villacorta, J., Cruz Valsero-Blanco, M., Bayona, J.M. and Becares, E. (2011). Statistical modelling of organic matter and emerging pollutants removal in constructed wetlands. Bioresource Technology 102 (8), pp. 4981–88

Kadlec, R.H. & Knight, R. L. (1996). Treatment Wetlands. Florida: CRC Press

Keppel, G. & Zedeck, S. (1989). Data Analysis for Research Designs – Analysis of Variance and Multiple Regression/Correlation Approaches. New York: W.H. Freeman and

Company

Klomjek, P. and Nitisoravnt, S. (2002). Effect of salt concentrations on treatment performance of constructed wetland. Proceeding of the Regional Symposium on Environment and Natural Resources Vol. 1, pp. 766–76

Kohonen, T., Simula, O. and Visa, A. (1996). Engineering applications of the self-organizing map. Proceedings of IEEE, 84 (10), pp. 1358–84

Lee, B. and Scholz, M. (2006). Application of the self-organizing map (SOM) to assess the heavy metal removal performance in experimental constructed wetlands. Water Research 40 (18), pp. 3367–74

Mitsch, W. J., and Gosselink, J. G. (2000). Wetlands. New York: Wiley

Palmer, H., Beutel, M. and Gebremariam, S. (2009). High rates of ammonia removal in experimental oxygen-activated nitrification wetland mesocosms. Journal of

Environmental Engineering 135 (10), pp. 972–79

Reddy, G.B., Hunt, P.G., Phillips, R., Stone, K. and Grubbs, A. (2001). Treatment of swine wastewater in marsh-pond-marsh constructed wetlands. Water Science & Technology 144 (11–12), pp. 545–50

Rejmánková, E. and Sirová, D. (2007). Wetland macrophyte decomposition under different nutrient conditions: Relationships between decomposition rate, enzyme activities and microbial biomass. Soil Biology & Biochemistry 39 (2), pp. 526–38

Scholz, M. (2006). Wetland Systems to Control Urban Runoff. Amsterdam: Elsevier Scholz, M., Harrington, R., Carroll, P. and Mustafa, A. (2007). The integrated constructed

wetlands (ICW) concept. Wetlands 27 (2), pp. 337–54

Šíma, J., Diáková, K., Pavelcová, L. and Havelka, M. (2009). Redox properties of a

constructed wetland: theoretical and practical aspects. Chemistry & Biodiversity 6 (3), pp. 341–55

Steward, D. and Love, W. A. (1968). A general canonical correlation index. Psychological Bulletin 70 (3), pp. 160–63

Tomenko, V., Ahmed, S. and Popov, V. (2007). Modelling constructed wetland treatment system performance. Ecological Modelling 205 (3–4), pp. 355–64

Truu, M., Juhanson, J. and Truu, J. (2009). Microbial biomass, activity and community composition in constructed wetlands. Science of the Total Environment 407 (13), pp. 3958–71

van den Wollenberg, A.L. (1977). Redundancy analysis: an alternative for canonical correlation analysis. Psychometrika 42 (2), pp. 207–19

Vesanto, J., Himberg, J., Alhoniemi, E. and Parhakangas, J. (1999). Self-organizing map in Matlab: the SOM Toolbox. Proceeding of the Matlab DSP Conference, pp. 35–40

the Total Environment 380 (1–3), pp. 48–65

Vymazal, J. (2009). Review: the use constructed wetlands with horizontal subsurface flow for various types of wastewater. Ecological Engineering 35 (1), pp. 1–17

Wu, Y., Tam, N.F.Y. and Wong, M.H. (2008). Effects of salinity on treatment of municipal wastewater by constructed mangrove wetland microcosms. Marine Pollution Bulletin 57 (6–12), pp. 727–34

Zhang, L., Scholz, M., Mustafa, A. and Harrington, R. (2008). Assessment of the nutrient removal performance in integrated constructed wetlands with the self-organizing map. Water Research 42 (13), pp. 3519–27

The influence of clogging on effluent water quality and performance of