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Petrology of the Skaergaard Layered Series 斯卡尔加德层状系列岩石学
IF 1.7 4区 地球科学 Q1 GEOLOGY Pub Date : 2023-12-22 DOI: 10.34194/geusb.v56.8327
P. Thy, C. Tegner, C. Lesher
The Skaergaard intrusion is a layered, ferrobasaltic intrusion emplaced during the Early Eocene into the rifting volcanic margin of East Greenland. The magma chamber crystallised in response to cooling from the roof and margins upwards and inward, forming upper, marginal and bottom series, the latter referred to as the Layered Series. The phase layering in the bottom series suggests an evolved, olivine-normative tholeiitic melt saturated in plagioclase and olivine, followed by augite, and then simultaneously by ilmenite and magnetite forming primocrysts. Pigeonite appears in the lower parts and continues until the centre of the series. Apatite appears in the upper part concurrently with liquid immiscibility. Cryptic variations of the individual primocrysts record a systematic upward increase in iron and decrease in magnesium for the mafic minerals and a systematic increase in sodium and decrease in calcium for plagioclase. The appearance of pigeonite is caused by reactions and crystallisation in the trapped melt and by subsolidus adjustments without this phase reaching liquidus saturation. The high mode of olivine at the base of the upper part with the appearance of apatite is interpreted to mark the onset of liquid immiscibility. This may have led to the separation of conjugate melts with granophyre migrating upward and the basic component largely staying stationary or sinking. Petrologic and geochemical observations indicate differentiation in the lower part of the intrusion, principally controlled by crystal fractionation with the efficiency of fractionation controlled by the evolution and escape of liquid from the solidifying mush. During the final stages of solidification, the onset of liquid immiscibility and termination of melt convection impeded differentiation. Modelling by perfect Rayleigh fractionation shows that major and included trace elements conform reasonably to observations, while excluded elements deviate from model predictions. This decoupling is caused by the mobility of a granophyre component formed in the trapped melt and in the main residual magma chamber. Consequently, the sampled gabbros may not be representative of the final solid-melt mush. By restoring the gabbros to their original mush compositions, it is possible to constrain granophyre migration pathways. We suggest that the granophyre formed in the trapped melt in the lower part of the intrusion mostly migrated laterally through pressure release pathways to form lenses and pockets with only limited upward migration into the main magma reservoir. Near the end stage of differentiation, the residual magma exsolved and formed complex mixtures of ferrobasaltic and granophyric melts. Estimates predict that a substantial amount of the granophyric melt penetrated as sills into the downward crystallising, upper part of the body as well as into the host rocks. The redistribution of granophyric melts within the solidifying crystal mush complicates predictions of trapped-melt
斯凯尔加德侵入体是早始新世期间在东格陵兰的断裂火山边缘隆起的铁质玄武岩侵入体。岩浆室在冷却过程中从顶部和边缘向上和向内结晶,形成上部、边缘和底部系列,后者被称为层状系列。底部系列的相分层表明,橄榄石-正长岩-透辉石熔体已经进化,斜长石和橄榄石达到饱和,随后是奥氏体,然后同时是钛铁矿和磁铁矿,形成了原始岩体。褐铁矿出现在下部,并一直持续到系列的中心。磷灰石出现在上部,同时伴有液不溶性。单个原岩的隐伏变化记录了铁质矿物中铁的系统性增加和镁的系统性减少,以及斜长石中钠的系统性增加和钙的系统性减少。鸽血石的出现是由于受困熔体中的反应和结晶以及未达到液相饱和的亚固结调整造成的。上部底部橄榄石的高模式与磷灰石的出现被解释为液态不溶性的开始。这可能导致了共轭熔体的分离,粒岩向上移动,而基本组分则基本保持静止或下沉。岩石学和地球化学观测结果表明,侵入体下部的分异主要由晶体分馏控制,分馏的效率则由凝固泥浆中液体的演化和逸出控制。在凝固的最后阶段,液体不溶性的出现和熔体对流的终止阻碍了分化。用完全瑞利分馏法建立的模型显示,主要元素和包含的微量元素与观测结果基本吻合,而排除的元素则偏离了模型预测。这种脱钩是由于在被困熔体和主要残余岩浆腔中形成的花岗岩成分的流动性造成的。因此,取样的辉长岩可能并不代表最终的固体熔融物。通过将辉长岩还原为原始的熔浆成分,就有可能限制粒岩的迁移路径。我们认为,在侵入体下部受困熔体中形成的花岗岩大多通过压力释放途径横向迁移,形成透镜状和袋状,只有有限的向上迁移到主岩浆库中。在接近分异末期,残余岩浆外溶,形成了铁质玄武岩熔体和花岗岩熔体的复杂混合物。据估计,大量花岗岩熔体以岩柱的形式渗入向下结晶的岩体上部以及母岩中。花岗岩熔体在凝固晶泥中的重新分布,使受困熔体含量的预测和质量平衡计算变得复杂,但有助于解释包含和排除微量元素的明显脱钩,特别是在演化的末期。最终结晶主要由原位结晶控制,留下了铁闪长岩和粒闪长岩成分的复杂混合物。
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引用次数: 0
Mudstone diagenesis and sandstone provenance in an Upper Jurassic – Lower Cretaceous evolving half-graben system, Wollaston Forland, North-East Greenland 格陵兰东北部沃拉斯顿福地上侏罗统-下白垩统演化半沟谷系统中的泥岩成因和砂岩成因
IF 1.7 4区 地球科学 Q1 GEOLOGY Pub Date : 2023-12-21 DOI: 10.34194/geusb.v55.8309
M. Olivarius, A. Kazerouni, R. Weibel, T. Kokfelt, J. Hovikoski
The influence of rifting on the composition of Kimmeridgian to Barremian mudstones from northern Wollaston Forland, North-East Greenland is investigated by petrographic and mineralogical analyses of the Brorson Halvø-1 and Rødryg­gen-1 cores, and provenance of analysis by zircon U-Pb age dating of nearby sandstones. Mudstone composition varies systematically as a function of the timing of rifting progression and position in the half-graben depositional system. Pyrite primarily precipitated in the early rift to rift climax phases. Euhedral pyrite overgrowths on framboids formed only during the rift climax phase (Lindemans Bugt Formation). Dolomite is the dominant carbonate cement, except for the sediments deposited in the early waning rift phase (Palnatokes Bjerg Formation) where calcite is dominant, and in the late waning rift phase (Stratumbjerg Formation) where siderite dominates. The highest-temperature reactions with precipitation of illite, quartz, ankerite and barite signify sediment burial depths of >2 km prior to exhumation. Uplift-induced fracturing occurred mainly in the early rift to rift acceleration succession (Bernbjerg Formation). Mudstones in the proximal part of the half-graben (Rødryggen-1) include more detrital kaolinite than the distal mudstones (Brorson Halvø-1), which contain more mixed-layer illite-smectite and illite. Vermiculite was deposited only in the proximal part of the basin in the rift climax and waning rift successions. Chlorite was deposited proximally and distally during the waning rift phase, though supply began earlier in the distal part. Fine-grained sediment in the distal part of the half-graben was therefore probably supplied by axial transport from Palaeoproterozoic crystalline rocks and Meso- to Neoproterozoic metamorphic rocks located to the north and north-west. This agrees with the zircon provenance signature from outcropping sand-rich facies, where zircon grains with U-Pb ages of 2.0–1.6 Ga are dominant, in addition to common 1.6–0.9 Ga ages, and fewer 2.8–2.6 Ga and 0.47–0.36 Ga ages.
通过对 Brorson Halvø-1 和 Rødryggen-1 岩心的岩石学和矿物学分析,以及对附近砂岩的锆石 U-Pb 年龄测定分析,研究了断裂对格陵兰东北部沃拉斯顿福地北部金梅里德纪至巴雷姆纪泥岩成分的影响。泥岩成分随断裂时间和在半海湾沉积系统中的位置而发生系统性变化。黄铁矿主要沉淀于早期断裂至断裂高潮阶段。在裂谷高潮阶段(Lindemans Bugt Formation),黄铁矿才在框架岩上过度生长。白云石是主要的碳酸盐胶结物,但在断裂减弱期早期(Palnatokes Bjerg Formation)沉积的沉积物中方解石占主导地位,在断裂减弱期晚期(Stratumbjerg Formation)沉积的沉积物中菱铁矿占主导地位。伊利石、石英、绿泥石和重晶石沉淀的最高温度反应表明,在掘起之前,沉积物的埋藏深度大于 2 千米。抬升引起的断裂主要发生在早期裂谷至裂谷加速演替(伯恩比约格地层)中。半沟谷近端泥岩(Rødryggen-1)比远端泥岩(Brorson Halvø-1)含有更多的分离高岭石,后者含有更多的混合层伊利石-直闪石和伊利石。蛭石只沉积在断裂高潮期和断裂消退期的盆地近端。在断裂消退阶段,绿泥石在盆地近端和远端沉积,但远端沉积开始较早。因此,半沟谷远端细粒沉积物可能是由位于北部和西北部的古新生代晶质岩和中新生代至新新生代变质岩的轴向运移提供的。这与出露的富含砂层的锆石产地特征相吻合,在富含砂层中,U-Pb年龄为2.0-1.6 Ga的锆石颗粒占主导地位,此外还有常见的1.6-0.9 Ga年龄,以及较少的2.8-2.6 Ga和0.47-0.36 Ga年龄。
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引用次数: 0
Upper Jurassic – Lower Cretaceous of eastern Wollaston Forland, North-East Greenland: a distal marine record of an evolving rift 格陵兰东北部沃拉斯顿福兰岛东部的上侏罗世-下白垩世:演变裂谷的远端海洋记录
IF 1.7 4区 地球科学 Q1 GEOLOGY Pub Date : 2023-12-21 DOI: 10.34194/geusb.v55.8349
J. Hovikoski, J. Ineson, M. Olivarius, J. Bojesen‐Koefoed, S. Piasecki, P. Alsen
Two drill cores covering the Upper Jurassic – Lower Cretaceous succession in Wollaston Forland, NE Greenland, offer an exceptional insight into mud-accumulation in an evolving distal fault block.  Previous studies have revealed the presence of long-lasting black mudstone accumulation extending through the oxygen-restricted early rift and rift climax phases (Bernbjerg and Lindemans Bugt Formations). Here, we revisit the depositional evolution recorded in these cores to present a detailed description of the sedimentary succession extending into the late syn-rift settings (Palnatokes Bjerg and Stratumbjerg Formations). The results indicate that the Kimmeridgian – lower Volgian early rift-phase was characterized by suspension settling, laminae-scale event deposition in a tectonically-affected, prodeltaic offshore setting. The event-related depositional processes are expressed by starved wave-ripples, scour-and-fill structures, putative mud floccule ripples, and mud-dominated gravity-flow deposits. During the middle Volgian – Ryazanian rift climax phase, the depositional environment evolved into a narrow half-graben that was detached from the proximal depocentre flanking the coarse sediment fueled deltaic coastline. The correlative sedimentary facies in the detached half-graben are bioclastic and pyrite-rich black mudstones documenting suspension settling and gravity flow/mass wasting deposition in sub-storm wave-base slope and basin-floor environments. Black shale sedimentation ended abruptly in the late Ryazanian when the accumulation of condensed, bioturbated deep sea marls was initiated linked to broader oceanographic reorganization concomitant with waning rift activity in the west. Deposition of red bioclastic mudstones with a common gravity-flow component characterized the Hauterivian, potentially representing final draping of the submerged fault block crest. The top of the cored succession is demarcated by the appearance of dark grey bioturbated mudstones of Barremian age, reflecting the onset of regionally continuous deep-sea mud accumulation in thermally subsidizing basins.  Although superficially monotonous, the mudstone-dominated succession reveals a highly dynamic depositional system that reflects shifting marine processes during almost a full rift cycle.
在格陵兰东北部的沃拉斯顿福尔兰(Wollaston Forland),两个钻探岩芯覆盖了上侏罗统-下白垩统演替,为了解不断演化的远断层区块的泥岩堆积情况提供了独特的视角。 之前的研究显示,在氧气受限的早期裂谷和裂谷高潮阶段(伯恩比约格地层和林德曼斯布格特地层),存在着长期的黑色泥岩堆积。在此,我们重新审视了这些岩心所记录的沉积演化过程,详细描述了延伸至晚期同步断裂环境(Palnatokes Bjerg地层和Stratumbjerg地层)的沉积演替。研究结果表明,金梅里晚期-下伏尔加早期裂谷阶段的特点是在受构造影响的原生代近海环境中进行悬浮沉降、层状规模的事件沉积。与事件相关的沉积过程表现为饥饿的波痕、冲刷填充结构、推定的泥絮波纹以及泥浆为主的重力流沉积。在伏尔加河中游-梁赞断裂高潮阶段,沉积环境演变成一个狭窄的半堑壕,从粗沉积物推动的三角洲海岸线两侧的近端沉积中心分离出来。分离的半海湾中的相关沉积面为生物碎屑岩和富含黄铁矿的黑色泥岩,记录了次风暴潮基底斜坡和盆地底部环境中的悬浮沉降和重力流/泥石流沉积。黑色页岩沉积在梁赞晚期戛然而止,当时开始堆积凝结的生物扰动深海泥灰岩,这与更广泛的海洋学重组有关,同时西部的裂谷活动也在减弱。具有共同重力流成分的红色生物碎屑泥岩的沉积是豪特里维纪的特征,可能代表了水下断块峰顶的最终垂悬。在有芯演替的顶部,出现了巴里米亚时代的深灰色生物扰动泥岩,反映了热沉降盆地开始出现区域性连续深海泥堆积。 虽然表面上看很单调,但以泥岩为主的演替揭示了一个高度动态的沉积系统,反映了几乎整个断裂周期中不断变化的海洋过程。
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引用次数: 0
Organic geochemistry of an Upper Jurassic – Lower Cretaceous mudstone succession in a narrow graben setting, Wollaston Forland Basin, North-East Greenland 格陵兰东北部沃拉斯顿福尔兰盆地狭窄地堑环境中上侏罗世-下白垩世泥岩演替的有机地球化学特征
IF 1.7 4区 地球科学 Q1 GEOLOGY Pub Date : 2023-12-21 DOI: 10.34194/geusb.v55.8320
J. Bojesen‐Koefoed, P. Alsen, M. Bjerager, J. Hovikoski, P. Johannessen, H. Nøhr-Hansen, Henrik I Petersen, S. Piasecki, H. Vosgerau
The Oxfordian–Ryazanian was a period of widespread deposition of marine organic-rich mudstones in basins formed during the early phases of the rifting that heralded the formation of the present-day North Atlantic. Occasionally, uninterrupted deposition prevailed for 20 million years or more. Today, mudstones of this time interval are found on the shelves bordering the North Atlantic and adjacent areas from Siberia to the Netherlands. Here, we report data on two fully cored boreholes from Wollaston Forland (North-East Greenland, approx. 74° N), which represent an uninterrupted succession from the upper Kimmeridgian to the Hauterivian. The boreholes record basin development at two different positions within an evolving halfgraben, located at the margin of the main rift, and thus partially detached from it. Although the overall depositional environment remained an oxygen-restricted deep-shelf setting, rifting-related changes can be followed through the succession. The Kimmeridgian was a period of eustatic highstand and records the incipient rifting with a transgressive trend straddling the transition to the lower Volgian by a gradual change from deposits with high levels of total organic carbon (TOC) and kerogen rich in allochthonous organic matter to deposits with lower TOC and a higher proportion of autochthonous organic matter. This is followed by a slight regressive trend with lower TOC and increased proportions of allochthonous organic matter until rifting culminated in the middle Volgian–Ryazanian, indicated by increasing autochthonous organic matter and higher TOC, which prevailed until basin ventilation occurred towards the end of the Ryazanian. The properties of the reactive kerogen fraction remained rather stable irrespective of TOC, underlining the effect of terrigenous matter input for TOC. These variations are also captured by biological markers and stable carbon isotopes. The deposits are very similar to equivalent successions elsewhere in the proto-North Atlantic region, albeit the proportion of terrigenous kerogen is greater.
牛津-侏罗纪是富含海洋有机质的泥岩在断裂早期形成的盆地中广泛沉积的时期,预示着今天北大西洋的形成。有时,不间断沉积的时间长达 2000 万年或更久。如今,在北大西洋和从西伯利亚到荷兰的邻近地区的陆架上发现了这一时期的泥岩。在此,我们报告了来自沃拉斯顿福尔兰(格陵兰东北部,约北纬 74°)的两个完全取芯钻孔的数据,这两个钻孔代表了从上金梅里德纪到豪特里维纪的不间断演替。这些钻孔记录了位于主裂谷边缘、因而部分脱离主裂谷的一个不断演变的半断裂带内两个不同位置的盆地发育情况。虽然整个沉积环境仍然是一个氧气受限的深海陆架环境,但可以通过演替追踪到与断裂有关的变化。金梅迭纪是一个震旦纪高位时期,记录了断裂的萌芽,其横向趋势跨越了向伏尔加河下游的过渡,从总有机碳(TOC)含量高、富含同源有机质的角质沉积逐渐转变为总有机碳含量较低、自生有机质比例较高的沉积。随后出现了轻微的倒退趋势,总有机碳含量降低,同源有机质比例增加,直到伏尔加-梁赞中期裂解达到高潮,表现为自生有机质增加和总有机碳含量升高,这种趋势一直持续到梁赞末期发生盆地通风。无论总有机碳含量如何,活性角质部分的性质都保持相当稳定,这突出表明了陆源物质输入对总有机碳含量的影响。生物标记和稳定碳同位素也捕捉到了这些变化。这些沉积物与原北大西洋地区其他地方的同类沉积物非常相似,尽管陆生角质所占比例更大。
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引用次数: 0
The Rødryggen-1 and Brorson Halvø-1 fully cored boreholes (Upper Jurassic – Lower Cretaceous), Wollaston Forland, North-East Greenland – an introduction 格陵兰东北部沃拉斯顿福尔兰 Rødryggen-1 和 Brorson Halvø-1 全取心钻孔(上侏罗统-下白垩统)--介绍
IF 1.7 4区 地球科学 Q1 GEOLOGY Pub Date : 2023-12-21 DOI: 10.34194/geusb.v55.8350
J. Bojesen‐Koefoed, P. Alsen, M. Bjerager, J. Hovikoski, J. Ineson, P. Johannessen, M. Olivarius, S. Piasecki, H. Vosgerau
Two fully cored boreholes, the Rødryggen-1 and the Brorson Halvø-1, were drilled in Wollaston Forland, North-East Greenland, in 2009 and 2010, respectively. The objective was to test the stratigraphic development of the Upper Jurassic – Lower Cretaceous mud-dominated succession in two different settings within the same fault block of a developing half-graben: centrally (Rødryggen-1 borehole) and near the uplifted crest of the rotating fault block (Brorson Halvø-1 borehole). The drilled deposits are equivalent to the principal petroleum source-rock sequence of the petroliferous basins of North-West Europe, Siberia, and basins off eastern Canada and provide a new record of an important phase of marine deoxygenation in the proto-North Atlantic region.
分别于 2009 年和 2010 年在格陵兰东北部的沃拉斯顿福尔兰(Wollaston Forland)钻探了两个全芯钻孔,即 Rødryggen-1 和 Brorson Halvø-1。其目的是测试上侏罗世-下白垩世泥质岩为主的演替在发育中的半地堑同一断块内两种不同环境下的地层发育情况:中央(Rødryggen-1 号钻孔)和旋转断块隆起峰顶附近(Brorson Halvø-1 号钻孔)。钻探出的矿床相当于西北欧、西伯利亚和加拿大东部沿海含油盆地的主要石油源岩序列,并为原北大西洋地区海洋脱氧的一个重要阶段提供了新的记录。
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引用次数: 0
Stratigraphy of the Upper Jurassic to lowermost Cretaceous in the Rødryggen-1 and Brorson Halvø-1 boreholes, Wollaston Forland, North-East Greenland  格陵兰东北部沃拉斯顿福地 Rødryggen-1 和 Brorson Halvø-1 号钻孔中上侏罗统至白垩系最下层的地层构造
IF 1.7 4区 地球科学 Q1 GEOLOGY Pub Date : 2023-12-21 DOI: 10.34194/geusb.v55.8342
P. Alsen, S. Piasecki, H. Nøhr-Hansen, Sebastian Pauly, E. Sheldon, J. Hovikoski
Two shallow cores drilled in northern Wollaston Forland, North-East Greenland, provide a combined section covering the upper Kimmeridgian (Upper Jurassic) – Barremian (Lower Cretaceous) and comprising the Bernbjerg, Lindemans Bugt, Palnatokes Bjerg and Stratumbjerg Formations. A new lithostratigraphic unit, the Storsletten Member, is defined within the Lindemans Bugt Formation. The black mudstone-dominated intervals are dated primarily by dinoflagellate cysts and ammonites, whereas the calcareous mudstones of the Palnatokes Bjerg Formation – sandwiched between the black mudstones – are dated by calcareous nannofossils. The stratigraphy demonstrates an almost complete succession in the Rødryggen-1 core, representing a deeper position in the basin, where the hiatus at the latest Jurassic rift climax predicted in previous models for the eastern Wollaston Forland Basin is absent. In contrast, the Brorson Halvø-1 core represents a position closer to a block crest where unconformities developed. In combination, the cores provide a key biostratigraphic reference section for the Jurassic–Cretaceous boundary interval in the Arctic.
在格陵兰东北部沃拉斯顿福尔兰北部钻探的两个浅层岩心,提供了一个涵盖上金梅里德纪(上侏罗统)-巴雷姆纪(下白垩统)的组合剖面,包括伯恩比约格、林德曼斯布格特、帕纳托克斯比约格和斯特拉通比约格地层。在 Lindemans Bugt 地层中定义了一个新的岩石地层单元,即 Storsletten 成员。以黑色泥岩为主的岩层主要通过甲藻胞囊和氨虫来确定年代,而夹在黑色泥岩之间的帕尔纳托克斯-比约格层的钙质泥岩则通过钙质化石来确定年代。地层学显示,Rødryggen-1 号岩心的演替几乎是完整的,代表了盆地更深的位置,在这里,之前的沃拉斯顿福尔兰盆地东部模型所预测的最新侏罗纪裂谷高潮处的间断并不存在。相比之下,Brorson Halvø-1 岩心所代表的位置更靠近地块顶峰,在那里形成了不整合现象。这些岩心组合为北极地区的侏罗纪-白垩纪边界区间提供了一个关键的生物地层参考剖面。
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引用次数: 0
Transport of nitrate-containing groundwater to coastal areas through buried tunnel valleys, Denmark 含硝酸盐的地下水通过埋藏的隧道河谷向沿海地区的迁移,丹麦
IF 1.7 4区 地球科学 Q1 GEOLOGY Pub Date : 2023-11-27 DOI: 10.34194/geusb.v53.8351
P. Sandersen, Hyojin Kim, Rasmus Jacobsen, Jesper B Pedersen, Birgitte G Hansen
Nitrogen impact on the aquatic environment, including coastal areas, is too high in many countries worldwide, particularly in areas with intensive agriculture. Efficient mitigation initiatives demand that important pathways and the fate of nitrate in the hydrological cycle are known. In this study, we focus on groundwater nitrate contamination in two near-shore catchment areas in north-west Denmark. Groundwater in the area is mainly located in buried tunnel valleys, which are subsurface structures eroded by meltwater during Pleistocene glaciations in former glaciated areas. Groundwater samples from the aquifers inside the buried valleys reveal the presence of up to 120 mg/l nitrate down to 10 m below sea level and about 1 km down from the stream outlet towards the coast. We interpret the complex tunnel-valley infill to be responsible for the spatial heterogeneity of the groundwater geochemistry, where sandy geological windows create localised hydraulic pathways and complex redox structures. Groundwater and stream water chemistry in the study area clearly demonstrate the role of groundwater in nitrate transport within the catchment as well as the direct pathway to the coast bypassing the stream and riverine systems. Our results show that the buried tunnel valleys potentially contribute to submarine groundwater discharge and therefore could be responsible for a hitherto unaccounted input of nitrogen to the marine environment.
在世界许多国家,尤其是在集约农业地区,氮对水生环境(包括沿海地区)的影响过大。要采取有效的减缓措施,就必须了解硝酸盐在水文循环中的重要路径和归宿。在这项研究中,我们重点关注丹麦西北部两个近岸集水区的地下水硝酸盐污染情况。该地区的地下水主要位于埋藏的隧道河谷中,这些隧道河谷是前冰川地区更新世冰川时期融水侵蚀而成的地下结构。从埋藏在山谷内的含水层采集的地下水样本显示,在海平面以下 10 米处,以及从溪流出口向海岸延伸约 1 公里处,硝酸盐含量高达 120 毫克/升。我们认为,复杂的隧道-溪谷填充是造成地下水地球化学空间异质性的原因,砂质地质窗口形成了局部的水力通道和复杂的氧化还原结构。研究区域的地下水和溪流水化学清楚地表明了地下水在集水区内硝酸盐迁移中的作用,以及绕过溪流和河流系统直接通往海岸的路径。我们的研究结果表明,埋藏在地下的隧道河谷有可能造成海底地下水的排放,因此可能是迄今为止未被计算的向海洋环境输入氮的原因。
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引用次数: 0
Machine learning-based estimation and clustering of statistics within stratigraphic models as exemplified in Denmark 丹麦地层模型中基于机器学习的估算和统计聚类示例
IF 1.7 4区 地球科学 Q1 GEOLOGY Pub Date : 2023-11-17 DOI: 10.34194/geusb.v53.8353
Frederik Alexander Falk, Rasmus Bødker Madsen
Estimating a covariance model for kriging purposes is traditionally done using semivariogram analyses, where an empirical semivariogram is calculated, and a chosen semivariogram model, usually defined by a sill and a range, is fitted. We demonstrate that a convolutional neural network can estimate such a semivariogram model with comparable accuracy and precision by training it to recognise the relationship between realisations of Gaussian random fields and the sill and range values that define it, for a Gaussian type semivariance model. We do this by training the network with synthetic data consisting of many such realisations with the sill and range as the target variables. Because training takes time, the method is best suited for cases where many models need to be estimated since the actual estimation itself is about 70 times faster with the neural network than with the traditional approach. We demonstrate the viability of the method in three ways: (1) we test the model’s performance on the validation data, (2) we do a test where we compare the model to the traditional approach and (3) we show an example of an actual application of the method using the Danish national hydrostratigraphic model.
为克里金目的估算协方差模型的传统方法是使用半变量图分析,即计算经验半变量图,并拟合选定的半变量图模型(通常由边际和范围定义)。我们通过训练卷积神经网络来识别高斯类型的半方差模型中高斯随机场的现实化与定义半方差模型的边际值和范围值之间的关系,从而证明卷积神经网络能够以相当的准确度和精确度估算出这样的半方差模型。为此,我们使用合成数据对网络进行了训练,合成数据由许多此类变现组成,并将边际和范围作为目标变量。由于训练需要时间,这种方法最适合需要估计许多模型的情况,因为使用神经网络进行实际估计本身就比传统方法快 70 倍。我们从三个方面证明了该方法的可行性:(1)在验证数据上测试模型的性能;(2)将该模型与传统方法进行比较;(3)使用丹麦国家水文地层模型展示该方法的实际应用实例。
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引用次数: 0
Paleo sea-level indicators and proxies from Greenland in the GAPSLIP database and comparison with modelled sea level from the PaleoMIST ice-sheet reconstruction GAPSLIP数据库中格陵兰岛的古海平面指标和代用品,以及与PaleoMIST冰盖重建的模拟海平面的比较
4区 地球科学 Q1 GEOLOGY Pub Date : 2023-11-13 DOI: 10.34194/geusb.v53.8355
Evan J Gowan
One of the most common ways to assess ice-sheet reconstructions of the past is to evaluate how they impact changes in sea level through glacial isostatic adjustment. PaleoMIST 1.0, a preliminary reconstruction of topography and ice sheets during the past 80 000 years, was created without a rigorous comparison with past sea-level indicators and proxies in Greenland. The basal shear stress values for the Greenland ice sheet were deduced from the present day ice-sheet configuration, which were used for the entire 80 000 years without modification. The margin chronology was based on previous reconstructions and interpolation between them. As a result, it was not known if the Greenland component was representative of its ice-sheet history. In this study, I compile sea–level proxy data into the Global Archive of Paleo Sea Level Indicators and Proxies (GAPSLIP) database and use them to evaluate the PaleoMIST 1.0 reconstruction. The Last Glacial Maximum (c.20 000 years before present) contribution to sea level in PaleoMIST 1.0 is about 3.5 m, intermediate of other reconstructions of the Greenland ice sheet. The results of the data-model comparison show that PaleoMIST requires a larger pre-Holocene ice volume than it currently has to match the sea-level highstands observed around Greenland, especially in southern Greenland. Some of this mismatch is likely because of the crude 2500 year time step used in the margin reconstruction and the limited Last Glacial Maximum extent. Much of the mismatch can also be mitigated if different Earth model structures, particularly a thinner lithosphere, are assumed. Additional ice in Greenland would contribute to increasing the 3–5 m mismatch between the modelled far-field sea level at the Last Glacial Maximum and proxies in PaleoMIST 1.0.
评估过去冰盖重建的最常见方法之一是评估它们如何通过冰川均衡调整影响海平面的变化。PaleoMIST 1.0是对过去8万年的地形和冰盖的初步重建,它没有与格陵兰岛过去的海平面指标和代用物进行严格的比较。格陵兰冰原的基底剪应力值是根据现在的冰原结构推导出来的,在整个8万年的时间里都没有经过修改。边缘年表是基于先前的重建和它们之间的插值。因此,人们不知道格陵兰的组成部分是否代表了它的冰盖历史。本研究将全球古海平面指标与代理档案(GAPSLIP)数据库中的海平面代理数据编入全球古海平面指标与代理档案,并利用这些数据对palomist 1.0重建结果进行评价。末次冰期极大期(距今约2万年)在PaleoMIST 1.0中对海平面的贡献约为3.5 m,处于格陵兰冰盖其他重建的中间位置。数据模型比较的结果表明,与目前相比,PaleoMIST需要更大的全新世前冰量来匹配格陵兰岛周围观测到的海平面高度,特别是在格陵兰岛南部。这种不匹配的部分原因可能是由于在边缘重建中使用了粗糙的2500年时间步长和有限的末次冰期最大值。如果假设不同的地球模型结构,特别是更薄的岩石圈,这种不匹配也可以得到缓解。格陵兰岛的额外冰将导致末次盛冰期模拟的远场海平面与PaleoMIST 1.0代数据之间3-5米的不匹配。
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引用次数: 0
Neural network predictions of drawdown from groundwater abstraction in the Egebjerg catchment, Denmark 丹麦Egebjerg集水区抽取地下水的神经网络预测
4区 地球科学 Q1 GEOLOGY Pub Date : 2023-11-10 DOI: 10.34194/geusb.v53.8357
Mathias Busk Dahl, Troels Norvin Vilhelmsen, Trine Enemark, Thomas Mejer Hansen
Results from numerical simulations play a vital role in the decision process of everyday groundwater management. However, these simulations can be time-consuming for large-scale investigations, and it can be necessary to apply approximate methods instead. This study investigates the abilities of a neural network to replicate simulated drawdown from groundwater abstraction in a numerical groundwater model of the Egebjerg catchment, Denmark. We follow a generalised methodology that uses the information within the deterministic numerical model to create a training set for the neural network to learn from and extend the method to work in a 3D Danish groundwater model case. We compare the abilities of the trained neural network with the results of conventional computations in terms of speed and accuracy and argue that this approach has the potential to improve decision support for decision-makers within groundwater management.
数值模拟结果在日常地下水管理决策过程中起着至关重要的作用。然而,这些模拟对于大规模的研究可能是耗时的,并且可能有必要应用近似方法来代替。本研究调查了神经网络在丹麦Egebjerg集水区的数值地下水模型中复制地下水抽取模拟下降的能力。我们遵循一种广义的方法,该方法使用确定性数值模型中的信息为神经网络创建一个训练集来学习并扩展该方法以适用于三维丹麦地下水模型案例。我们将训练后的神经网络的能力与传统计算结果在速度和准确性方面进行了比较,并认为这种方法有可能改善地下水管理决策者的决策支持。
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引用次数: 0
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Geus Bulletin
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