用主成分分析法评价夸伊博河口段水化学

I. Akpan
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引用次数: 0

摘要

2018年1月至12月,在尼日利亚尼日尔三角洲地区夸伊博河河口的三个采样站对水化学进行了评估。采用标准程序对17个理化参数进行分析。每个站点共采集12份样本。采用主成分分析(PCA)对研究区进行评价。得到三个主成分,分别占原始数据集所含信息总方差的99.59%、100.01%和100%。在雨季,各分量分别占总方差的66.0%、69.97%和67.50%。结果表明:不同季节各采样点PC1、PC2和PC3轴上主成分分析的最大负荷因子主要为硫酸盐、磷磷、钙、钾、温度、总溶解固形物、总碱度、总硬度、溶解氧、钠、电导率、生物需氧量、pH、总悬浮物、A和镁。这些负荷可分为矿物/养分、物理化学、有机和家庭因素。研究区总体评价与规定标准相差不大,但足以维持丰富的水生生物多样性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Assessment of water chemistry in a segment of Qua Iboe River Estuary by Principal component analysis
Assessment of water chemistry in a segment of Qua Iboe River Estuary, Niger Delta Region of Nigeria was carried out from January to December 2018 at three sampling stations. Seventeen physico-chemical parameters were analyzed using standards procedure. A total of 12 samples were collected from each station. Principal Component Analysis (PCA) was employed in the assessment of the study area. Three principal components, accounting for 99.59%, 100.01% and 100% of the total variance of information contained in the original data set for dry season were obtained. In the wet season, the components accounted for 66.0%, 69.97% and 67.50% of the total variance respectively. Results revealed that the most loading factor in the PCA when considering all the sampling stations in different seasons together in PC1, PC2 and PC3 axes were mainly sulphate, phosphate-phosphorus, calcium, potassium, temperature, total dissolved solids, total alkalinity, total hardness, dissolved oxygen, sodium, electrical conductivity, biological oxygen demand, pH, total suspended solids, A and magnesium. These loadings could be grouped into mineral/nutrient, physico-chemical, organic and domestic factors. General assessment of the study area did not indicate much deviation from prescribed standards, but sufficient to maintain a varied aquatic biodiversity.
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CiteScore
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