Multivariate statistical analysis of temporal–spatial variations in water quality of a constructed wetland purification system in a typical park in Beijing, China

Environmental Monitoring and Assessment

Volumn 187, Issue 1, 2015, Pages

  Li, Dongqing ^a   Huang, Di ^b   Guo, Chaofan ^a   Guo, Xiaoyu ^a  

^a CAPITAL NORMAL UNIVERSITY   (China)

^b NANJING INSTITUTE OF ENVIRONMENTAL SCIENCES   (China)

Author keywords

Constructed wetland purification system; Fuzzy comprehensive assessment; Multivariate statistical techniques; Reclaimed water; Spatial and temporal variations

Indexed keywords

CHEMICAL OXYGEN DEMAND; DISCRIMINANT ANALYSIS; EUTROPHICATION; LAKES; MULTIVARIANT ANALYSIS; NUTRIENTS; ORGANIC POLLUTANTS; OXIDATION; PLANTS (BOTANY); PRINCIPAL COMPONENT ANALYSIS; PURIFICATION; SEWAGE LAGOONS; WATER CONSERVATION; WATER POLLUTION; WATER QUALITY; WETLANDS;

FUZZY COMPREHENSIVE ASSESSMENT; MULTIVARIATE STATISTICAL TECHNIQUES; PURIFICATION SYSTEMS; RE-CLAIMED WATER; SPATIAL AND TEMPORAL VARIATION;

QUALITY CONTROL;

DISSOLVED OXYGEN; NITROGEN; ORGANIC MATTER; PHOSPHORUS; WATER POLLUTANT;

CHEMICAL OXYGEN DEMAND; CONSTRUCTED WETLAND; DISCRIMINANT ANALYSIS; EUTROPHICATION; FUZZY MATHEMATICS; MULTIVARIATE ANALYSIS; OXIDATION; POLLUTANT SOURCE; PRINCIPAL COMPONENT ANALYSIS; PURIFICATION; SPATIAL VARIATION; TEMPORAL VARIATION; WATER QUALITY; WATER TREATMENT;

ARTICLE; CHEMICAL OXYGEN DEMAND; CHINA; CONSTRUCTED WETLAND; CYANOBACTERIUM; DISCRIMINANT ANALYSIS; EUTROPHICATION; FACTORIAL ANALYSIS; LAKE; MEASUREMENT ACCURACY; MULTIVARIATE ANALYSIS; ORGANIC POLLUTION; OXIDATION REDUCTION POTENTIAL; PH; POND; PRINCIPAL COMPONENT ANALYSIS; SEASONAL VARIATION; SPATIAL ANALYSIS; TEMPORAL ANALYSIS; WASTE WATER RECYCLING; WATER CONTAMINATION; WATER QUALITY; ANALYSIS; CHEMISTRY; ENVIRONMENTAL MONITORING; PLANT; SEASON; SEWAGE; SPATIOTEMPORAL ANALYSIS; STATISTICS AND NUMERICAL DATA; WATER POLLUTANT; WATER POLLUTION; WETLAND;

BEIJING [CHINA]; CHINA;

CYANOBACTERIA;

CHINA; ENVIRONMENTAL MONITORING; EUTROPHICATION; LAKES; MULTIVARIATE ANALYSIS; NITROGEN; PLANTS; PONDS; SEASONS; SPATIO-TEMPORAL ANALYSIS; WASTE DISPOSAL, FLUID; WATER POLLUTANTS; WATER POLLUTION; WATER QUALITY; WETLANDS;

EID: 84957417422     PISSN: 01676369     EISSN: 15732959     Source Type: Journal    
DOI: 10.1007/s10661-014-4219-2     Document Type: Article

References (36)

1. Alberto, W. D., Pilar, Mad, D., Marı́a, V. A., Fabiana, P. S., Cecilia, H. A., Ángeles, B., & Madl. (2001). Pattern recognition techniques for the evaluation of spatial and temporal variations in water quality. A case study: Suquı́a river basin (Córdoba–Argentina). Water Research, 35(12), 2881–2894.
2. Ávila, C., Garfí, M., & García, J. (2013). Three-stage hybrid constructed wetland system for wastewater treatment and reuse in warm climate regions. Ecological Engineering, 61, 43–49.
3. Crook, J., & Surampalli, R. Y. (1996). Water reclamation and reuse criteria in the US. Water Science and Technology, 33, 451–462.
4. Cui, F., Yuan, B., & Wang, Y. (2011). Constructed wetland as an alternative solution to maintain urban landscape lake water quality: trial of Xing-Qing Lake in Xi’an City. Procedia Environmental Sciences, 10, 2525–2532.
5. Fu, C. P., Zhong, C. H., & Deng, C. G. (2005). Analysis on cause of the eutrophication of water body. Journal of Chongqing Jianzhu University, 27, 128–131.
6. Fu, J. X., Chen, Z., Ma, X. G., Shang, T., Zhang, W., & Cao, X. Y. (2011). Application of improved fuzzy comprehensive evaluation method in water quality assessment. Environmental Engineering, 29, 120–127.
7. Hao, L. H., Sun, P. X., Hao, J. M., Du, P. P., Zhang, X. J., Xu, Y. S., & Bi, J. H. (2012). The spatial and temporal distribution of chlorophyll-a and its influencing factors in Sanggou Bay. Ecology and Environmental Sciences, 21, 338–345.
8. He, S. B., Yan, L., Kong, H. N., Liu, Z. M., Wu, D. Y., & Hu, Z. B. (2007). Treatment efficiencies of constructed wetlands for eutrophic landscape river water. Pedosphere, 17, 522–528.
9. Huang, J., Wang, S. H., Luo, W. G., Yan, L., & Zhong, Q. S. (2006). Influence of plant photosynthetic characteristics on DO distribution, purification effect in constructed wetlands. Acta Scientiae Circumstantiae, 26, 1828–1832.
10. Jia, H., Sun, Z., & Li, G. (2014). A four-stage constructed wetland system for treating polluted water from an urban river. Ecological Engineering, 71, 48–55.
11. Kannel, P. R., Lee, S., Kanel, S. R., & Khan, S. P. (2007). Chemometric application in classification and assessment of monitoring locations of an urban river system. Analytica Chimica Acta, 582, 390–399.
12. Kyambadde, J., Kansiime, F., & Dalhammar, G. (2005). Nitrogen and phosphorus removal in substrate-free pilot constructed wetlands with horizontal surface flow in Uganda. Water, Air, and Soil Pollution, 165, 37–59.
13. Li, Z. H., & Luo, P. (2010). PASW/SPSS statistics statistical analysis tutorial (3rd ed., pp. 445–446). Beijing: Publishing House of Electronics Industry.
14. Liang, W., Wu, Z. B., Zhan, F. C., & Deng, J. Q. (2004). Seasonal variations of macrophytes root-zone microorganisms and purification effect in the constructed system. Journal of Lake Sciences, 16, 312–317.
15. Liu, C. W., Lin, K. H., & Kuo, Y. M. (2003). Application of factor analysis in the assessment of groundwater quality in a blackfoot disease area in Taiwan. Science of the Total Environment, 313, 77–89.
16. Liu, H., Dai, M. L., Liu, X. Y., Ouyang, W., & Liu, P. B. (2004). Performance of treatment wetland systems for surface water quality improvement. Evirionmental Science, 25, 65–69.
17. Meulemanvan, A. F., Logtestijn, R., Rijs, G. B., & Verhoeven, J. T. (2003). Water and mass budgets of a vertical-flow constructed wetland used for wastewater treatment. Ecological Engineering, 20, 31–44.
18. Mo, M. X., Zhang, S. T., Ye, X. C., Chen, R. Y., Song, X. L., & Zhang, Z. X. (2007). pH characters and influencing factors in Dianchi and Xingyun lakes of Yunnan plateau. Journal of Agro-Environment Science, 26, 269–273.
19. Morales, M. M., Martı, P., Llopis, A., Campos, L., & Sagrado, S. (1999). An environmental study by factor analysis of surface seawaters in the Gulf of Valencia (Western Mediterranean). Analytica Chimica Acta, 394, 109–117.
20. Onkal-Engin, G., Demir, I., & Hiz, H. (2004). Assessment of urban air quality in Istanbul using fuzzy synthetic evaluation. Atmospheric Environment, 38, 3809–3815.
21. Pekey, H., Karakaş, D., & Bakoglu, M. (2004). Source apportionment of trace metals in surface waters of a polluted stream using multivariate statistical analyses. Marine Pollution Bulletin, 49, 809–818.
22. Peng, L., Hua, Y., Cai, J., Zhao, J., Zhou, W., & Zhu, D. (2014). Effects of plants and temperature on nitrogen removal and microbiology in a pilot-scale integrated vertical-flow wetland treating primary domestic wastewater. Ecological Engineering, 64, 285–290.
23. Reghunath, R., Murthy, T. R., & Raghavan, B. R. (2002). The utility of multivariate statistical techniques in hydrogeochemical studies: an example from Karnataka, India. Water Research, 36, 2437–2442.
24. Rousseau, D. P. L., Lesage, E., Story, A., Vanrolleghem, P. A., & Pauw, N. D. (2008). Constructed wetlands for water reclamation. Desalination, 218, 181–189.
25. Simeonov, V., Stratis, J. A., Samara, C., Zachariadis, G., Voutsa, D., Anthemidis, A., Sofoniou, M., & Kouimtzis, T. (2003). Assessment of the surface water quality in Northern Greece. Water Research, 37, 4119–4124.
26. Singh, K. P., Malik, A., & Sinha, S. (2005). Water quality assessment and apportionment of pollution sources of Gomti river (India) using multivariate statistical techniques—a case study. Analytica Chimica Acta, 538, 355–374.
27. Thoren, A. K., Legrand, C., & Tonderski, K. S. (2004). Temporal export of nitrogen from a constructed wetland: influence of hydrology and senescing submerged plants. Ecological Engineering, 23, 233–249.
28. Thurston, J. A., Foster, K. E., Karpiscak, M. M., & Gerba, C. P. (2001). Fate of indicator microorganisms, giardia and cryptosporidium in subsurface flow constructed wetlands. Water Research, 35, 1547–1551.
29. Wang, Q., Wu, X. H., Wu, S., Li, L. R., & Yu, X. R. (2011). The relationship between the ORP, DO, PH and denitrification process in vertical subsurface flow wetland. Journal of Yuxi Normal University, 27, 24–27.
30. Wang, Y. C., Lin, Y. P., Huang, C. W., Chiang, L. C., Chu, H. J., & Ou, W. S. (2012). A system dynamic model and sensitivity analysis for simulating domestic pollution removal in a free-water surface constructed wetland. Water, Air, & Soil Pollution, 223(5), 2719–2742.
31. Wu, D. J., Wang, J. S., & Ding, A. Z. (2006). Comparison of two ways to determine the index weight in evaluating groundwater quality. Journal of Geotechnical Investigation & Surveying, 07, 17–22.
32. Xiong, W., Guo, X. Y., & Zhao, F. (2013). Spatial-temporal variation of root-associated aerobic bacterial communities of phragmites australis and the linkage of water quality factors in constructed wetland. Acta Ecologica Sinica, 33(5), 1443–1455.
33. Zhang, H. G., & Hong, J. M. (2006). Functions of plants of constructed wetlands. Wetland Science, 04, 147–154.
34. Zhang, W. S., Li, X. X., Wang, X. Y., Yu, Y., Ren, W. P., & Li, J. H. (2012). Temporal and spatial variations of water pollution in Wuqing section of Beiyunhe River. Acta Scientiae Circumstantiae, 32, 836–846.
35. Zhao, S. M., Hu, N., Chen, Z. J., Zhao, B., & Liang, Y. X. (2009). Bioremediation of reclaimed wastewater used as landscape water by using the denitrifying bacterium Bacillus cereus. Bulletin of Environmental Contamination and Toxicology, 83, 337–340.
36. Zhou, F., Liu, Y., & Guo, H. C. (2007). Application of multivariate statistical methods to water quality assessment of the watercourses in Northwestern New Territories, Hong Kong. Environmental Monitoring and Assessment, 132, 1–13.