Sarah Paradis, Markus Diesing, Hannah Gies, Negar Haghipour, Lena Narman, Clayton Magill, Thomas Wagner, Valier V. Galy, Pengfei Hou, Meixun Zhao, Jung-Hyun Kim, Kyung-Hoon Shin, Baozhi Lin, Zhifei Liu, Martin G. Wiesner, Karl Stattegger, Jianfang Chen, Jingjing Zhang, Timothy I. Eglinton
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引用次数: 0
Abstract
As major sites of carbon burial and remineralization, continental margins are key components of the global carbon cycle. However, heterogeneous sources of organic matter (OM) and depositional environments lead to complex spatial patterns in sedimentary organic carbon (OC) content and composition. To better constrain the processes that control OM cycling, we focus on the East Asian marginal seas as a model system, where we compiled extensive data on the OC content, bulk isotopic composition (δ13C and Δ14C), total nitrogen, and mineral surface area of surficial sediments from previous studies and new measurements. We developed a spatial machine learning modeling framework to predict the spatial distribution of these parameters and identify regions where sediments with similar geochemical signatures drape the seafloor (i.e., “isodrapes”). We demonstrate that both provenance (44%–77%) and hydrodynamic processes (22%–53%) govern the fate of OM in this margin. Hydrodynamic processes can either promote the degradation of OM in mobile mud-belts or preserve it in stable mud-deposits. The distinct isotopic composition of OC sources from marine productivity and individual rivers regulates the age and reactivity of OM deposited on the sea-floor. The East Asian marginal seas can be separated into three main isodrapes: hydrodynamically energetic shelves with coarser-grained sediment depleted in OC, OM-enriched mud deposits, and a deep basin with fine-grained sediments and aged OC affected by long oxygen exposure times and petrogenic input from rivers. This study confirms that both hydrodynamic processes and provenance should be accounted for to understand the fate of OC in continental margins.
作为碳埋藏和再矿化的主要场所,大陆边缘是全球碳循环的关键组成部分。然而,有机质(OM)的不同来源和沉积环境导致了沉积有机碳(OC)含量和组成的复杂空间模式。为了更好地制约控制 OM 循环的过程,我们将东亚边缘海作为一个模型系统,通过以往的研究和新的测量,汇编了有关表层沉积物的 OC 含量、体同位素组成(δ13C 和 δ14C)、总氮和矿物表面积的大量数据。我们开发了一个空间机器学习建模框架来预测这些参数的空间分布,并确定具有相似地球化学特征的沉积物在海底的分布区域(即 "等垂线")。我们证明,在这一边缘地带,来源(44%-77%)和流体动力学过程(22%-53%)都控制着 OM 的命运。水动力过程既可以促进移动泥带中 OM 的降解,也可以将其保存在稳定的泥沉积物中。海洋生产力和各条河流所产生的 OC 源的不同同位素组成调节着沉积在海底的 OM 的年龄和反应活性。东亚边缘海可分为三个主要等距层:具有水动力活力的陆架,其沉积物粒度较粗,OC 含量贫乏;富含 OM 的泥质沉积;深海盆地,其沉积物粒度较细,OC 受长氧暴露时间和河流岩石化输入的影响而老化。这项研究证实,要了解大陆边缘 OC 的命运,必须考虑水动力过程和来源。
期刊介绍:
Global Biogeochemical Cycles (GBC) features research on regional to global biogeochemical interactions, as well as more local studies that demonstrate fundamental implications for biogeochemical processing at regional or global scales. Published papers draw on a wide array of methods and knowledge and extend in time from the deep geologic past to recent historical and potential future interactions. This broad scope includes studies that elucidate human activities as interactive components of biogeochemical cycles and physical Earth Systems including climate. Authors are required to make their work accessible to a broad interdisciplinary range of scientists.