Aleksandar I. Goranov, Mark W. Swinton, David A. Winkler, Jeremy L. Farrell, Sandra A. Nierzwicki-Bauer, Sasha Wagner
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We developed a parallel factor analysis (PARAFAC) model for the deconvolution of FDOM data allowing to depict six underlying FDOM constituents, which varied in source and biogeochemical reactivity on spatiotemporal scales. Tributary DOM, in comparison to lake DOM, was much more aromatic, of larger molecular weight, more humic, and contained less protein-like material. The distribution of humic and protein-like PARAFAC components was impacted by land-use and wastewater influences. Supporting characterization of the chromophoric DOM (CDOM) and total DOM (on dissolved organic carbon basis) allowed differentiating the influence of wetlands, which could not be depicted by spatiotemporally assessing the variability of PARAFAC components. Temporal assessment revealed minor variabilities in tributary DOM quantity and quality except in cases of point sources such as wastewater treatment facilities. 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引用次数: 0
摘要
乔治湖(LG)位于美国纽约州东北部,是一个中型温带寡营养湖泊(114 平方公里)。在湖泊中,大量溶解有机物 (DOM) 被加工处理,但对湖泊的研究却非常不足。通过这项研究,我们为研究 LG 流域(尤其是流入湖泊的众多支流)的有机生物地球化学奠定了基础。我们从 64 条支流和 12 个湖泊地点采集了 213 个样本。其中一些支流受到废水、农业或湿地的独特影响。我们采用荧光光谱(一种常见的生物地球化学技术)来描述荧光 DOM(FDOM)成分的特征。我们建立了一个并行因子分析(PARAFAC)模型,用于对 FDOM 数据进行解卷积,从而描绘出六种基本的 FDOM 成分,它们在时空尺度上的来源和生物地球化学反应性各不相同。与湖泊 DOM 相比,支流 DOM 的芳香烃含量更高、分子量更大、腐殖质更多,蛋白质类物质含量更少。腐殖质和蛋白质类 PARAFAC 成分的分布受到土地利用和废水的影响。色度 DOM(CDOM)和总 DOM(以溶解有机碳为基础)的支持性特征描述可以区分湿地的影响,而 PARAFAC 成分的时空变化评估无法描述湿地的影响。时空评估显示,除了废水处理设施等点源外,支流 DOM 的数量和质量变化不大。总之,这项初步研究建立了对 LG 流域 DOM 成分基流水平的基本认识,并更广泛地提出了一个 PARAFAC 模型,用于解构温带和低营养湖泊流域(如 LG)的 DOM 荧光光谱。
Assessing the spatiotemporal variability of dissolved organic matter fluorescence composition in the Lake George, NY watershed
Lake George (LG) is a temperate, oligotrophic, medium-sized lake (114 km2) located in northeastern New York State (U.S.). Lakes are highly understudied environments where extensive dissolved organic matter (DOM) processing occurs. With this study we establish the foundation for researching the organic biogeochemistry of the LG watershed, in particular, the numerous tributaries flowing into the lake. Collected were 213 samples from 64 tributaries and 12 lake locations. Some of the tributaries had unique wastewater, agricultural, or wetland influences. We employed fluorescence spectroscopy, a common biogeochemical technique, to characterize the fluorescent DOM (FDOM) component. We developed a parallel factor analysis (PARAFAC) model for the deconvolution of FDOM data allowing to depict six underlying FDOM constituents, which varied in source and biogeochemical reactivity on spatiotemporal scales. Tributary DOM, in comparison to lake DOM, was much more aromatic, of larger molecular weight, more humic, and contained less protein-like material. The distribution of humic and protein-like PARAFAC components was impacted by land-use and wastewater influences. Supporting characterization of the chromophoric DOM (CDOM) and total DOM (on dissolved organic carbon basis) allowed differentiating the influence of wetlands, which could not be depicted by spatiotemporally assessing the variability of PARAFAC components. Temporal assessment revealed minor variabilities in tributary DOM quantity and quality except in cases of point sources such as wastewater treatment facilities. Overall, this primer study establishes baseline understanding of the baseflow levels of DOM constituents in the LG watershed, and more broadly, presents a PARAFAC model for the deconvolution of fluorescence spectra of DOM from temperate and oligotrophic lake watersheds such as LG.
期刊介绍:
Biogeochemistry publishes original and synthetic papers dealing with biotic controls on the chemistry of the environment, or with the geochemical control of the structure and function of ecosystems. Cycles are considered, either of individual elements or of specific classes of natural or anthropogenic compounds in ecosystems. Particular emphasis is given to coupled interactions of element cycles. The journal spans from the molecular to global scales to elucidate the mechanisms driving patterns in biogeochemical cycles through space and time. Studies on both natural and artificial ecosystems are published when they contribute to a general understanding of biogeochemistry.