Using chemometrics to identify water quality in Daya Bay, China

Oceanologia

Volumn 51, Issue 2, 2009, Pages 217-232

  Wu, Mei Lin ^a   Wang, You Shao ^a   Sun, Cui Ci ^a   Wang, Haili ^b   Lou, Zhi Ping ^a   Dong, Jun De ^a  

^a SOUTH CHINA SEA INSTITUTE OF OCEANOLOGY   (China)

^b UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

Cluster analysis; Component analysis; Daya Bay (DYB); Robust principal; South China Sea; Water quality

Indexed keywords

CLUSTER ANALYSIS; HUMAN ACTIVITY; PRINCIPAL COMPONENT ANALYSIS; SPATIAL VARIATION; WATER EXCHANGE; WATER QUALITY;

ASIA; CHINA; DAYA BAY; EURASIA; FAR EAST; GUANGDONG; PACIFIC OCEAN; SOUTH CHINA SEA;

EID: 67651069002     PISSN: 00783234     EISSN: None     Source Type: Journal    
DOI: 10.5697/oc.51-2.217     Document Type: Article

References (23)

1. Bowen R.E., Depledge M.H., 2006, Rapid assessment of marine pollution (RAMP), Mar. Pollut. Bull., 53(10-12), 631-639.
2. Chau K.W., Muttil N., 2007, Data mining and multivariate statistical analysis for ecological system in coastal waters, J. Hydroinform., 9 (4), 305-317.
3. Croux C., Ruiz-Gazen A., 2005, High breakdown estimators for principal components: the projection-pursuit approach revisited, J. Multivar. Anal., 95 (1),206-226.
4. Gong F., Wang B.T., Fung Y.S., Chau F.T., 2005, Chemometric characterization of the quality of the atmospheric environment in Hong Kong, Atmos. Environ., 39 (34),6388-6397.
5. Iscen C.F., Emiroglu Ö., Ilhan S., Arslan N., Yilmaz V., Ahiska S., 2008, Application of multivariate statistical techniques in the assessment of surface water quality in Uluabat Lake, Turkey, Environ. Monit. Assess., 144(1-3), 269-276.
6. Kotti M.E., Vlessidis A.G., Thanasoulias N. C., Evmiridis N.P., 2005, Assessment of river water quality in Northwestern Greece, Water Resour. Manag., 19(1), 77-94.
7. Kuppusamy M.R., Giridhar V. V., 2006, Factor analysis of water quality characteristics including trace metal speciation in the coastal environmental system of Chennai Ennore, Environ. Int., 32(2), 174-179.
8. Qiu Y.W., Wang Z.D., Zhu L.S., 2005, Variation trend of nutrient and chlorophyll contents and their effects on ecological environment in Daya Bay, J. Oceanogr.- Taiwan Strait, 24(2), 131-139, (in Chinese).
9. Shrestha S., Kazama F., 2007, Assessment of surface water quality using multivariate statistical techniques: A case study of the Fuji river basin, Japan, Environ. Modell. Softw., 22(4), 464-475.
10. Simeonov V., Stratis J.A., Samara C., Zachariadis G., Voutsa D., Anthemidis A., Sofoniou M., Kouimtzis Th., 2003, Assessment of the surface water quality in Northern Greece, Water Res., 37(17), 4119-4124.
11. Simeonova P., Simeonov V., Andreev G., 2003, Water quality study of the Struma river basin, Bulgaria (1989-1998), Centr. Eur. J. Chem., 1 (2), 121-136.
12. Singh K.P., Malik A., Mohan D., Sinha S., 2004, Multivariate statistical techniques for the evaluation of spatial and temporal variations in water quality of Gomti River (India) - a case study, Water Res., 38(18), 3980-3992.
13. Song X.Y., Huang L.M., Zhang J.L., Huang X.P., Zhang J.B., Yin J.Q., 2004, Variation of phytoplankton biomass and primary production in Daya Bay during spring and summer, Mar. Pollut. Bull., 49(11-12), 1036-1044.
14. Stanimirova I., Walczak B., Massart D.L., Simeonov V., 2004, A comparison between two robust PCA algorithms, Chemometr. Intell. Lab., 71(1), 83-95.
15. Suikkanen S., Laamanen M., Huttunen M., 2007, Long-term changes in summer phytoplankton communities of the open northern Baltic Sea, Estuar. Coast. Shelf Sci., 71(3-4), 580-592.
16. Vega M., Pardo R., Barrado E., Deban L., 1998, Assessment of seasonal and polluting effects on the quality of river water by exploratory data analysis, Water Res., 32(12), 3581-3592.
17. Wang Y.S., Lou Z.P., Sun C.C., Sun S., 2008, Ecological environment changes in Daya Bay, China, from 1982 to 2004, Mar. Pollut. Bull., 56(11), 1871-1879.
18. Wang Y.S., Lou Z.P., Sun C.C., Wu M.L., Han S.H., 2006, Multivariate statistical analysis of water quality and phytoplankton characteristics in Daya Bay, China, from 1999 to 2002, Oceanologia, 48(2), 193-211.
19. Wang C.H., Qi Y. Z., Li J.T., Xu N., Chen J.F., 2004, Analysis and evaluation of trophic status in aquaculture areas of Daya Bay, Mar. Environ. Sci., 23(2), 25-28, (in Chinese).
20. Wu M.L., Wang Y.S., 2007, Using chemometrics to evaluate anthropogenic effects in Daya Bay, China, Estuar. Coast. Shelf Sci., 72(4), 732-742.
21. Xu G.Z., 1989, Environments and resources of Daya Bay, Anhui Sci. Publ., HeFei, China, 1-28, (in Chinese).
22. Zheng Q.H., He Y.Q., Zhang G.X., 1998, Impact on the changes of chemical composition of seawater from waste water discharged in Daya Bay, [in:] Annual research reports: Marine Biology research station at Daya Bay (II), J. Pen & Z. Wang (eds.), Sci. Publ., Beijing, China, 102-112, (in Chinese).
23. Zhou F., Guo H. C., Hao Z.J., 2007, Spatial distribution of heavy metals in Hong Kong's marine sediments and their human impacts: A GIS-based chemometric approach, Mar. Pollut. Bull., 54(9), 1372-1384.