机译:主成分分析(PCA)和聚类分析(CA)得出的影响奥德河-博美犬湾-阿科纳深水系统(波罗的海)中蓬松层悬浮物(FLSM)性质的因素
Thirty FLSM samples were collected from four sampling stations, during ninecruises, in the period 1996-1998. Twenty six chemical properties of thefluffy material were measured (organic matter-total, humic substances, avariety of fatty acids fractions, P, N, δ13C, δ15N; Li;heavy metals- Co, Cd, Pb, Ni, Zn, Fe, Al, Mn, Cu, Cr). The so obtained dataset was subjected to statistical evaluation.
Comparison of mean values of the measured properties led to conclusion thatboth seasonal and spatial differences of the fluffy material collected atthe stations occured. Application of Principal Component Analysis, andCluster Analysis, to the data set amended with environmental characteristics(depth, salinity, chlorophyll a, distance from the river mouth), led toquantification of factors conditioning the FLSM formation. The five mostimportant factors were: contribution of the lithogenic component(responsible for 25% of the data set variability), time dependent factors(including primary productivity, mass exchange with fine sediment fraction,atmospheric deposition, contribution of material originating fromabrasion-altogether 21%), contribution of fresh autochtonous organic matter(9%), influence of microbial activity (8%), seasonality (8%).
在1996年至1998年期间,在9次巡游中,从四个采样站收集了30个FLSM样本。测量了该蓬松材料的二十六个化学性质(有机物总量,腐殖质,各种脂肪酸组分,P,N,δ13C,δ15N; Li;重金属-Co,Cd,Pb,Ni,Zn,Fe,Al ,Mn,Cu,Cr)。对如此获得的数据集进行统计评估。
对所测量特性的平均值进行比较得出结论,即在该站收集到的蓬松材料在季节和空间上均发生了差异。将主成分分析和聚类分析应用于经环境特征(深度,盐度,叶绿素a,距河口的距离)修正的数据集,导致对制约FLSM形成的因素进行了量化。五个最重要的因素是:成岩成分的贡献(约占数据集变化的25%),时间依赖性因素(包括初生生产力,与细沉积物的质量交换,大气沉积,源自磨料的材料的贡献总计21% ),新鲜自生有机质的贡献(9%),微生物活性的影响(8%),季节性(8%)。
机译:主成分分析(PCA)和聚类分析(CA)得出的影响奥德河-博美犬湾-阿科纳深水系统(波罗的海)中蓬松层悬浮物(FLSM)性质的因素
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机译:主成分分析(PCA)和聚类分析(CA)得出的影响奥德河-博美犬湾-阿科纳深水系统(波罗的海)中蓬松层悬浮物(FLSM)性质的因素