Long-Term Monitoring of a Lagooning Basin Used as Pretreatment Facility for a WTP: Effect on Water Quality and Description of Hydrological and Biological Cycles Using Chemometric Approaches

Water, Air, and Soil Pollution - Tập 226 - Trang 1-13 - 2015
Barbara Ruffino1, Silvia Fiore1, Giuseppe Genon1, Alessandro Cedrino1, Donatella Giacosa2, Gianluca Bocina2, Martino Fungi2, Lorenza Meucci2
1DIATI – Department of Environment, Land and Infrastructure Engineering, Politecnico di Torino, corso Duca degli Abruzzi, Torino, Italy
2SMAT, Società Metropolitana Acque Torino, S.p.A., corso Unità d’Italia, Torino, Italy

Tóm tắt

The drinking water treatment plant (WTP) of the city of Turin (NW Italy), with a treatment capacity of 40 × 106 m3/year, has a basin that is employed as a lagooning pretreatment facility. This study aims to assess the effect of the basin on several environmental parameters (temperature, dissolved oxygen (DO), turbidity, pH, chloride, nitrite, and total chlorophyll) of the river water before entering the WTP and monitor the changes inside the basin caused by the seasonal hydrological and biological cycles. Sampling was carried out on 16 dates over 3 years at the inlet and outlet channel of the basin and in five locations along three depth values (1, 6, and 12 m, i.e., at the bottom). The results of the 3-year monitoring campaign demonstrated that the basin had an effect on pH (p = 6.6 × 10−9), DO (p = 0.000072), turbidity (p = 0.011), and chlorophyll (p = 0.033). No significant changes regarding nitrite (p = 0.11), chloride (p = 0.94), and temperature (p = 0.66) were detected. The results gathered from the sampling campaign inside the basin demonstrated that, during the year, the basin experienced the following: two states of complete mixing in early spring and fall, when the differences in temperature between the surface and the bottom of the basin were less than 1 °C; a condition of late spring/summer stratification with a temperature difference between the surface and the bottom of 4–5 °C and a difference in DO, pH, and total chlorophyll concentration that increased throughout the spring season; and one or more states of summer circulation due to the weak stability of the warm season stratification. During the states of circulation, the persistent algae photosynthetic activity tended to cause a quick change in the concentration of DO, total chlorophyll, and pH value in the most superficial layer of the basin. The results of the principal component analysis (PCA) showed a strong direct relationship between the weight of the first component and the hydrodynamic states of the basin (stratification/circulation) and an inverse relationship between the weight of the second component and the intensity of photosynthetic activity of algae species.

Tài liệu tham khảo

APHA, AWWA, WEF. (2005). Standard methods for the examination of water and wastewater (21st ed.). Washington: American Public Health Association, American Water Works Association and Water Environment Federation. ISBN 978-0875530475. Báez, M. E., Espinoza, J., Silva, R., & Fuentes, E. (2015). Sorption–desorption behavior of pesticides and their degradation products in volcanic and nonvolcanic soils: interpretation of interactions through two-way principal component analysis. Environmental Science and Pollution Research, 22, 8576–8585. Beiras, R., & Durán, I. (2014). Objective classification of ecological status in marine water bodies using ecotoxicological information and multivariate analysis. Environmental Science and Pollution Research, 21, 13291–13301. Boehrer, B., & Schultze, M. (2008). Stratification of lakes. Reviews of Geophysics, 46, RG2005. doi:10.1029/2006RG000210. Broughton, A., & Shilton, A. (2012). Tracer studies on an aerated lagoon. Water Science Technology, 65(4), 611–617. Delatolla, R. A., & Babarutsi, S. (2005). Parameters affecting hydraulic behavior of aerated lagoons. ASCE Journal Environmental Engineering, 131(10), 1404–1413. Duan, H., Loiselle, S. A., Zhu, L., Feng, L., Zhang, Y., & Ma, R. (2015). Distribution and incidence of algal blooms in Lake Taihu. Aquatic Sciences, 77, 9–16. Fernández, C., Estrada, V., & Parodi, E. R. (2015). Factors triggering cyanobacteria dominance and succession during blooms in a hypereutropic drinking water supply reservoir. Water, Air, and Soil Pollution, 226, 73. Filistovič, V., Maceika, E., Tarasiuk, N., Lukšiené, B., Konstantinova, M., Buivydas, Š., Koviazina, E., & Puzas, A. (2015). Model of non-equilibrium multiphase contaminant transport in lake water-sediment system. Water, Air, and Soil Pollution, 226, 202. Guo, X. J., He, L. S., Li, Q., Yuan, D. H., & Deng, Y. (2014). Investigating the spatial variability of dissolved organic matter quantity and composition in Lake Wuliangsuhai. Ecological Engineering, 62, 93–101. Helena, B., Pardo, R., Vega, M., Barrado, H., Fernandez, J. M., & Fernandez, L. (2000). Temporal evolution of groundwater composition in an alluvial aquifer (Pisuerga River, Spain) by principal component analysis. Water Reseacrh, 34, 807–816. Kirf, M. K., Røy, H., Holtappels, M., Fischer, J. P., Schubert, C. J., & Wehrli, B. (2015). Redox gradients at the low oxygen boundary of lakes. Aquatic Sciences, 77, 81–93. Kowalczewska-Madura, K., Gołdyn, R., & Dera, M. (2015). Spatial and seasonal changes of phosphorus internal loading in two lakes with different trophy. Ecological Engineering, 74, 187–195. Liang, X. Q., Nie, Z. Y., He, M. M., Guo, R., Zhu, C. Y., Chen, Y. X., & Stephan, K. (2013). Application of 15N-18O double stable isotope tracer technique in an agricultural nonpoint polluted river of the Yangtze Delta Region. Environmental Science and Pollution Research, 20, 6972–6979. Mara, D. (2013). Pits, pipes, ponds – And me. Water Research, 47, 2105–2117. McLaughlin, M. R., Brooks, J. P., & Adeli, A. (2012). Temporal flux and spatial dynamics of nutrients, fecal indicators, and zoonic pathogens in anaerobic swine manure lagoon water. Water Research, 46, 4949–4960. Oliva, G. S., Almeida, C. A., Calderón, M., Mallea, M. A., & González, P. (2014). Assessment of the water self-purification capacity on a river affected by organic pollution: application of chemometrics in spatial and temporal variations. Environmental Science and Pollution Research, 21, 10583–10593. Pedersen, K. B., Lejon, T., Jensen, P. E., & Ottosen, L. M. (2015). Chemometric analysis for pollution source assessment of harbour sediments in arctic locations. Water, Air, and Soil Pollution, 226, 150. Pejman, A. H., Nabi Bidhendi, G. R., Karbassi, A. R., Mehrdadi, N., & Esmaeili, B. M. (2009). Evaluation of spatial and seasonal variations in surface water quality using multivariate statistical techniques. International Journal of Environmental Science and Technology, 6(3), 467–476. Ruffino, B. (2015). Fluoride tracer test for the performance analysis of a basin used as a lagooning pre-treatment facility in a WTP. Environmental Science and Pollution Research, 22, 9786–9795. Santofimia, E., López-Pamo, E., & Reyes, J. (2012). Changes in stratification and iron redox cycle of an acidic pit lake in relation with climatic factors and physical processes. Journal of Geochemical Exploration, 116–117, 40–50. Singh, E. J. K., Gupta, A., & Singh, N. R. (2013). Groundwater quality in Imphal West district, Manipur, India, with multivariate statistical analysis of data. Environmental Science and Pollution Research, 20, 2421–2434. Singh, K. P., Gupta, S., & Rai, P. (2014). Investigating hydrochemistry of groundwater in Indo-Gangetic alluvial plain using multivariate chemometric approaches. Environmental Science and Pollution Research, 21, 6001–6015. Tapia González, F. U., Herrera-Silveira, J. A., & Aguirre-Macedo, M. L. (2008). Water quality variability and eutrophic trends in karstic tropical coastal lagoon of the Yucatán Peninsula. Estuarine, Coastal and Shelf Science, 76, 418–430. Teixeira Costa, E., & Siqueira do Nascimento, R. (2008). Performance assessment of hydraulic efficiency indexes. ASCE Journal Environmental Engineering, 134(10), 851–859. Trabelsi, E. L. B., Armi, Z., Trabelsi-Annabi, N., Shili, A., & Maiz, N. B. (2013). Water quality variables as indicators in the restoration impact assessment of the north lagoon of Tunis, South Mediterranean. Journal Sea Research, 79, 12–19. Zhou, F., Liu, Y., & Guo, H. (2007). Application of multivariate statistical methods to water quality assessment of the watercourses in Northwestern New Territories, Hong Kong. Environmental Monitoring and Assessment, 132(1–3), 1–13.