Climate control on stacked paleosols in the Pleistocene of the Po Basin (northern Italy)

Paleosols are recurrent features in alluvial successions and provide information about past sedimentary dynamics and climate change. Through sedimentological analysis on six sediment cores, the mud-dominated succession beneath the medieval ‘Two Towers’ of Bologna was investigated down to 100 m depth. A succession of weakly developed paleosols (Inceptisols) was identified. Four paleosols (P1, P2, P3 and PH) were radiocarbon-dated to 40–10 cal ka bp . Organic matter and CaCO₃ determinations indicate low groundwater levels during soil development, which spanned periods < 5 ka. The development and burial of soils, which occurred synchronously in the Bologna region and in other sectors of the Po Plain, are interpreted to reflect climatic and eustatic variations. Climatic oscillations, at the scale of the Bond cycles, controlled soil development and burial during Marine Isotope Stage (MIS) 3 (P1 and P2). Rapid sea-level oscillations probably induced soil development at the MIS 3/2 transition (P3) and favored burial of PH after 10 ka bp . Weakly developed paleosols in alluvial successions can provide clues to millennial-scale climatic and environmental variations. In particular, the paleosol-bearing succession of the Po Plain represents an unprecedent record of environmental changes across the Late Pleistocene (MIS 3 and 2) in the Mediterranean region.     

江西兴国均村-高兴地区氟水文地球化学特征研究

氟广泛分布于地下水且与人体健康相关,世界上许多国家和地区均存在高氟水。本文以江西省均村-高兴地区为例,结合区域水文地质调查成果开展地下水中氟水文地球化学特征研究,探讨研究区地下水中F-的分布特征与来源。对研究区4个地下水系统中的442个地下水样品的F-、Ca²⁺、HCO_3^-浓度及pH值、TDS等进行分析,研究认为各地下水系统地下水中的F-浓度与Ca²⁺浓度、HCO_3^-浓度、pH值、TDS正相关,含氟矿物的溶解是地下水中氟的主要来源,较强烈的地下水交替条件及弱酸性的地下水特征是导致地下水中氟浓度低的重要原因。     

弱二次切变流轴对称涡旋演变的解析研究

运用格林函数方法,给出了弱二次切变流轴对称涡旋演变的解析解.结果表明:当环境流中弱二次切变强度增加(减少)时,扰动动能的最大值增加(减小),扰动动能的变化加速(减速);而扰动涡旋的范围对扰动动能的大小与变化也存在一定的影响.     

高分辨率遥感影像解译中的机器学习范式

高分辨率遥感影像解译是遥感信息处理领域的研究热点之一,在遥感大数据知识挖掘与智能化分析中起着至关重要的作用,具有重要的民用和军事应用价值。传统的高分辨率遥感影像解译通常采用人工目视解译方式,费时费力且精度低。所以,如何自动、高效地实现高分辨率遥感影像解译是亟待解决的问题。近年来,随着人工智能技术的飞速发展,采用机器学习方法实现高分辨率遥感影像解译已成为主流的研究方向。本文结合高分辨率遥感影像解译的典型任务,如目标检测、场景分类、语义分割、高光谱图像分类等,系统综述了5种代表性的机器学习范式。具体来说,本文分别介绍了不同机器学习范式的定义、常用方法以及代表性应用,包括全监督学习(如支持向量机、K-最近邻、决策树、随机森林、概率图模型)、半监督学习(如纯半监督学习、直推学习、主动学习)、弱监督学习(如多示例学习)、无监督学习(如聚类、主成分分析、稀疏表达)和深度学习(如堆栈自编码机、深度信念网络、卷积神经网络、生成对抗网络)。其次,深入分析五种机器学习范式的优缺点,并总结了它们在遥感影像解译中的典型应用。最后,展望了高分辨率遥感影像解译的机器学习发展方向,如小样本学习、无监督深度学习、强化学习等。     

Flows within the Ekman layer during spin-up of a thermally stratified fluid

Abstract

Finite-difference numerical solutions were obtained to present the flow and temperature field details within the transient Ekman layer during spin-up of a thermally stratified fluid in a cylinder. This complements the earlier studies on stratified spin-up which examined the flows in the interior core region. As the stratification increases, the following changes in the flow field are noticeable. The radial velocity in the Ekman layer decreases in magnitude. The azimuthal flows adjust smoothly from the interior region to the endwall boundary, and the Ekman layer in the azimuthal flow field fades. Vertical motions are inhibited, resulting in a weakened Ekman pumping. The axial vorticity field behaves similarly to the azimuthal flows. The temperature deviation from the equilibrium profile decreases, and the heat transfer flux from the endwall to the fluid decreases. The thickness of the thermal layer is larger than the velocity layer thickness. Illustrative comparisons of the relative sizes of the terms in the governing equations are conducted in order to assess the stratification effect in the adjustment process of the fluid.     

煤巷弱胶结顶板稳定性分析与变形控制技术

煤层顶板为弱胶结岩体时稳定性差,常在煤炭回采过程中或巷道掘进时发生大变形或失稳等现象,维护难度较大。针对煤巷弱胶结粉砂岩顶板力学特征与变形控制等问题,以广西林场煤矿煤巷弱胶结粉砂岩顶板支护工程为工程背景,采用现场调研、实验室试验、理论分析等方法进行研究。通过现场调研,发现研究巷道有顶板岩层自承能力差、受水环境影响、支护结构失效率高、底板受水影响底鼓量大、受采动影响等特征;顶板岩石点荷载试验表明,其单轴抗压强度仅为1.9～ 2.3 MPa,采用电镜扫描发现,弱胶结粉砂岩以粗粒矿物为骨架;在普氏理论的基础上,推导了巷道顶板和两帮承压极限表达式,提出了提高巷道围岩整体强度和承载能力、确定合理的锚杆支护参数、顶板设计锚索加强支护等弱胶结巷道围岩控制要点。依据试验分析与理论研究成果,提出了以注浆加固为基础,锚杆和锚索联合支护的控制方案,并在林场煤矿进行了工业性试验。现场监测数据表明,设计的支护方案可以有效地控制煤巷弱胶结粉砂岩顶板变形。     

随机介质的声散射(Ⅰ)——广义Born近似反演

运用泛函微分方法给出弱随机介质中散射问题的散射幅度Ｂｏｒｎ近似的推广形式。讨论了关于阻尼最小二乘法反演介质参数的各价相关函数的方法,并讨论具有有限支集势函数扰动的逆问题的唯一性,其结果对运用Ｎｅｗｔｏｎ法等数值方法有实际意义。     

A Modified Form of Mild-Slope Equation with Weakly Nonlinear Effect

Nonlinear effect is of importance to waves propagating from deep water to shallow water.Thenon-linearity of waves is widely discussed due to its high precision in application.But there are still someproblems in dealing with the nonlinear waves in practice.In this paper,a modified form of mild-slope equa-tion with weakly nonlinear effect is derived by use of the nonlinear dispersion relation and the steady mild-slope equation containing energy dissipation.The modified form of mild-slope equation is convenient to solvenonlinear effect of waves.The model is tested against the laboratory measurement for the case of a submergedelliptical shoal on a slope beach given by Berkhoff et al,The present numerical results are also comparedwith those obtained through linear wave theory.Better agreement is obtained as the modified mild-slope e-quation is employed.And the modified mild-slope equation can reasonably simulate the weakly nonlinear ef-fect of wave propagation from deep water to coast.     

在锥度量型空间上4个映射的公共不动点定理

为了强化理论知识的应用,利用锥度量型空间中自映射,讨论常数K的范围得出公共不动点的存在性和唯一性问题,证明了一个新的公共不动点定理.把锥度量型空间看作是锥度量空间的推广,在空间里,证明了4个映射的某些不动点定理.所得结论延伸和推广了文献中熟悉的相容性的一些论断.所有结论都在一致锥的背景下得到证明,且不需要假设函数的连续性.文章结果改进和发展了Aleksandar S Cvetkovi的结果.     

改进的DWCS算法及其在弱硬实时系统中的应用

针对动态窗口约束调度算法中,单个任务到达调度处理节点时,系统存在着无效计算的缺点,本文提出了一个改进算法。该算法在保留原有算法优良性能的同时,能够降低计算复杂性,提高系统的性能。并证明了DWCS算法可以用于一般的弱硬实时系统中。