Journal of Water Resource and Protection, 2015, 7, 41-49 Published Online January 2015 in SciRes. http://www.scirp.org/journal/jwarp http://dx.doi.org/10.4236/jwarp.2015.71003 Assessment of the Water Quality in the Ariake Sea Using Principal Component Analysis Toshinori Tabata1, Kazuaki Hiramatsu2, Masayoshi Harada2 1Department of Agro-Environmental Sciences, Graduate School of Bioresource and Bioenvironmental Sciences, Kyushu University, Fukuoka, Japan 2Department of Agro-Environmental Sciences, Faculty of Agriculture, Kyushu University, Fukuoka, Japan Email:
[email protected] Received 21 December 2014; accepted 2 January 2015; published 14 January 2015 Copyright © 2015 by authors and Scientific Research Publishing Inc. This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/ Abstract The aim of this study is to investigate the condition of the Ariake Sea, Japan, which has been suf- fering from severe environmental issues for the past few decades. Water quality data have been generated from several points in this area for over 30 years by the Fukuoka, Saga, Kumamoto, and Nagasaki prefectures. In order to understand the characteristics of this sea, principal component analysis (PCA) was utilized using 11 water quality parameters; transparency, temperature, salini- ty, dissolved oxygen (DO), chemical oxygen demand (COD), dissolved inorganic nitrogen (DIN), + − − ammonium-nitrogen ( NH4 -N), nitrate-nitrogen ( NO3 -N), nitrite-nitrogen ( NO2 -N), phosphate- 3− phosphorus, ( PO4 -P) and silica. PCA conveyed the amount of nutrients originating from the river, the organic pollution level, and seasonal changes. Subsequently, principal component scores were calculated for each point. It was concluded that the Ariake Sea environment has been affected by two main factors, which are the nutrients from the Chikugo River and anticlockwise tidal residual flow.