Identification of coastal water quality by self-organizing map in Sanya Bay, South China Sea

References

• Astel , A. , Tsakouski , S. , Barbieri , P. and Simeonov , V. 2007 . Comparison of self-organizing maps classification approach with cluster and principal components analysis for large environmental data sets . Water Research , 41 ( 19 ) : 4566 – 4578 .
   PubMed Web of Science ®Google Scholar
• Cereghino , R. and Park , Y. S. 2009 . Review of the Self-Organizing Map (SOM) approach in water resources: Commentary . Environmental Modelling & Software , 24 ( 8 ) : 945 – 947 .
   Web of Science ®Google Scholar
• Chau , K. W. and Muttil , N. 2007 . Data mining and multivariate statistical analysis for ecological system in coastal waters . Journal of Hydroinformatics , 9 ( 4 ) : 305 – 317 .
   Web of Science ®Google Scholar
• Chen , Q. W. and Mynett , A. E. 2006 . Modelling algal blooms in the Dutch coastal waters by integrated numerical and fuzzy cellular automata approaches . Ecological Modelling , 199 ( 1 ) : 73 – 81 .
   Web of Science ®Google Scholar
• Cinar , O. and Merdun , H. 2009 . Application of an unsupervised artificial neural network technique to multivariant surface water quality data . Ecological Research , 24 ( 1 ) : 163 – 173 .
   Web of Science ®Google Scholar
• Dong , J. D. , Zhang , Y. Y. , Zhang , S. , Wang , Y. S. , Yang , Z. H. and Wu , M. L. 2010 . Identification of temporal and spatial variations of water quality in Sanya Bay, China by three-way principal component analysis . Environmental Earth Sciences , 60 ( 8 ) : 1673 – 1682 .
   Web of Science ®Google Scholar
• Han , W. Y. 1998 . Marine Chemistry in South China Sea , Beijing , , China : Science Publishing House .
   Google Scholar
• Huang , L. M. , Tan , Y. H. , Song , X. Y. , Huang , X. P. , Wang , H. K. , Zhang , S. , Dong , J. D. and Chen , R. Y. 2003 . The status of the ecological environment and a proposed protection strategy in Sanya Bay, Hainan Island, China . Marine Pollution Bulletin , 47 ( 1–6 ) : 180 – 186 .
   PubMed Web of Science ®Google Scholar
• Kohonen , T. 1982 . Self-organized formation of topologically correct feature maps . Biological Cybernetics , 43 ( 1 ) : 59 – 69 .
   Web of Science ®Google Scholar
• Kohonen , T. 2001 . Self-organizing maps. Third edition , Berlin , Berlin : Springer .
   Google Scholar
• Liu , Y. and Weisberg , R. H. 2005 . Patterns of ocean current variability on the West Florida Shelf using the self-organizing map . Journal of Geophysical Research , 110 : C06003 doi: 10.1029/2004JC002786
   Web of Science ®Google Scholar
• Liu , Y. and Weisberg , R. H. 2011 . “ A review of Self-Organizing Map applications in meteorology and oceanography ” . In Self-Organizing Maps - Applications and Novel Algorithm Design , Edited by: Mwasiagi , J. I. 253 – 272 . Rijeka , , Croatia : InTech . ISBN 978-953-307-546-4
   Google Scholar
• Liu , Y. , Weisberg , R. H. and Mooers , C. N. K. 2006 . Performance evaluation of the Self-Organizing Map for feature extraction . Journal of Geophysical Research , 111 : C05018 doi: 10.1029/2005jc003117
   Web of Science ®Google Scholar
• Liu , Y. , Weisberg , R. H. and Yuan , Y. 2008 . Patterns of upper layer circulation variability in the South China Sea from satellite altimetry using the Self-Organizing Map . Acta Oceanologica Sinica , 27 ( Supp. ) : 129 – 144 .
   Google Scholar
• Lu , R. S. and Lo , S. L. 2002 . Diagnosing reservoir water quality using self-organizing maps and fuzzy theory . Water Research , 36 ( 9 ) : 2265 – 2274 .
   PubMed Web of Science ®Google Scholar
• Song , M. Y. , Hwang , H. J. , Kwak , I. S. , Ji , C. W. , Oh , Y. N. , Youn , B. J. and Chon , T. S. 2007 . Self-organizing mapping of benthic macroinvertebrate communities implemented to community assessment and water quality evaluation . Ecological Modelling , 203 ( 1–2 ) : 18 – 25 .
   Web of Science ®Google Scholar
• Wang , Y. S. , Lou , Z. P. , Sun , C. C. , Wu , M. L. and 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 .
   Web of Science ®Google Scholar
• Wu , M. L. and Wang , Y. S. 2007 . Using chemometrics to evaluate anthropogenic effects in Daya Bay, China . Estuarine Coastal and Shelf Science , 72 ( 4 ) : 732 – 742 .
   Web of Science ®Google Scholar
• Wu , M. L. , Wang , Y. S. , Sun , C. C. , Wang , H. L. , Dong , J. D. and Han , S. H. 2009a . Identification of anthropogenic effects and seasonality on water quality in Daya Bay, South China Sea . Journal of Environmental Management , 90 ( 10 ) : 3082 – 3090 .
   PubMed Web of Science ®Google Scholar
• Wu , M. L. , Wang , Y. S. , Sun , C. C. , Wang , H. L. , Lou , Z. P. and Dong , J. D. 2009b . Using chemometrics to identify water quality in Daya Bay, China . Oceanologia , 51 ( 2 ) : 217 – 232 .
   Web of Science ®Google Scholar
• Wu , M. L. , Wang , Y. S. , Sun , C. C. , Wang , H. L. , Dong , J. D. , Yin , J. P. and Han , S. H. 2010 . Identification of coastal water quality by statistical analysis methods in Daya Bay, South China Sea . Marine Pollution Bulletin , 60 ( 6 ) : 852 – 860 .
   PubMed Web of Science ®Google Scholar
• Ye , L. , Cai , Q. H. , Liu , R. Q. and Cao , M. 2009 . The influence of topography and land use on water quality of Xiangxi River in Three Gorges Reservoir region . Environmental Geology , 58 ( 5 ) : 937 – 942 .
   Google Scholar
• Zhou , W. H. , Li , T. , Cai , C. H. , Huang , L. M. , Wang , H. K. , Xu , J. R. , Dong , J. D. and Zhang , S. 2009 . Spatial and temporal dynamics of phytoplankton and bacterioplankton biomass in Sanya Bay, northern South China Sea . Journal of Environmental Sciences-China , 21 ( 5 ) : 595 – 603 .
   PubMed Web of Science ®Google Scholar
• Zhuang , W. , Wang , D. , Wu , R. and Hu , J. 2005 . Coastal Upwelling off Eastern Fujian-Guangdong detected by remote sensing and shipboard measurements . Chinese Journal of Atmospheric Science , 29 ( 3 ) : 438 – 444 .
   Google Scholar