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Article citations


Vega, M., Pardo, R., Barrado, E. and Deban, L. (1998) Assessment of Seasonal and Polluting Effects on the Quality of River Water by Exploratory Data Analysis. Water Research, 32, 3581-3592.

has been cited by the following article:

  • TITLE: Assessment of the Water Quality in the Ariake Sea Using Principal Component Analysis

    AUTHORS: Toshinori Tabata, Kazuaki Hiramatsu, Masayoshi Harada

    KEYWORDS: Ariake Sea, Principal Component Analysis, Nutrients, Anticlockwise Tidal Residual Flow

    JOURNAL NAME: Journal of Water Resource and Protection, Vol.7 No.1, January 14, 2015

    ABSTRACT: The aim of this study is to investigate the condition of the Ariake Sea, Japan, which has been suffering 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, salinity, dissolved oxygen (DO), chemical oxygen demand (COD), dissolved inorganic nitrogen (DIN), ammonium-nitrogen (NH4+-N), nitrate-nitrogen (NO3--N), nitrite-nitrogen (NO2--N), phosphate-phosphorus, (PO43--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. These two factors must be considered for the environmental restoration of the Ariake Sea.