峨眉山溢流玄武岩省高钛玄武岩的两种不同地幔源特征

为探讨和揭示峨眉山高钛玄武岩的幔源特征,以二滩高钛玄武岩为研究对象进行了主要元素、微量元素和Sr-Nd-Pb同位素的系统研究。研究表明:二滩高钛玄武岩可分为A和B两组玄武岩;两组岩石间的微量元素(Rb﹑K﹑Ba﹑Th﹑Nb和Ta)富集程度和微量元素比值(Ba/Nb﹑Ba/Th﹑Zr/Nb﹑Th/La、Zr/Hf)以及同位素比值(⁸⁷Sr/⁸⁶Sr、²⁰⁸Pb^*/206Pb^*)均存在较为明显的差异。造成这种差异的原因不是岩浆过程(结晶分异、地壳混染、部分熔融)的不同,而是A组和B组具有不同的地幔源。A组具有EM II特征,可能为富含辉石岩的交代地幔部分熔融所形成;B组则具有EM I和C组分的混合特征,可能为交代谱系较宽的地幔物质熔融所形成。     

基于深度信念网络的地质实体识别方法

地质实体作为地质信息表达的核心要素,对其准确识别是地质文本数据挖掘和应用的重要基础。本文通过分析各种类型文本数据中地质实体信息的描述特点,构建了地质实体信息的标注规范和语料库,设计了基于深度信念网络(Deep Belief Networks)的地质实体识别模型,解决了文本数据中地质实体信息的结构化、规范化处理问题。以矿产资源地质调查报告为实验数据,对本文的地质实体识别方法性能进行了评估分析。结果表明,深度学习模型能够在较小规模语料库的基础上,达到较好的地质实体识别性能。     

华北平原典型工业城市秋、冬季大气细颗粒物污染特征

济宁市是位于华北平原大气污染传输通道上的工业城市,为研究其秋、冬季细颗粒物(PM2.5)的污染特征,在市区的3个站点进行了PM2.5的同步滤膜采样.采样期为2018年10月15日至2019年1月31日,涵盖非采暖期和采暖期(自2019年11月15日始),共270个小流量滤膜样品.研究结果表明,济宁市秋、冬季PM2.5平...     

Pore-Throat Combination Types and Gas-Water Relative Permeability Responses of Tight Gas Sandstone Reservoirs in the Zizhou Area of East Ordos Basin,China

With the aim of better understanding the tight gas reservoirs in the Zizhou area of east Ordos Basin, a total of222 samples were collected from 50 wells for a series of experiments. In this study, three pore-throat combination types in sandstones were revealed and confirmed to play a controlling role in the distribution of throat size and the characteristics of gas-water relative permeability. The type-Ⅰ sandstones are dominated by intercrystalline micropores connected by cluster throats, of which the distribution curves of throat size are narrow and have a strong single peak(peak ratio 30%). The pores in the type-Ⅱ sandstones dominantly consist of secondary dissolution pores and intercrystalline micropores, and throats mainly occur as slice-shaped throats along cleavages between rigid grain margins and cluster throats in clay cement.The distribution curves of throat size for the type-Ⅱ sandstones show a bimodal distribution with a substantial low-value region between the peaks(peak ratio 15%). Primary intergranular pores and secondary intergranular pores are mainly found in type-Ⅲ samples, which are connected by various throats. The throat size distribution curves of type-Ⅲ sandstones show a nearly normal distribution with low kurtosis(peak ratio 10%), and the micro-scale throat radii(0.5 μm) constitute a large proportion. From type-Ⅰ to type-Ⅲ sandstones, the irreducible water saturation(Swo) decreased; furthermore, the slope of the curves of Krw/Krg in two-phase saturation zone decreased and the two-phase saturation zone increased,indicating that the gas relative flow ability increased. Variations of the permeability exist in sandstones with different porethroat combination types, which indicate the type-Ⅲ sandstones are better reservoirs, followed by type-Ⅱ sandstones and type-Ⅰ sandstones. As an important factor affecting the reservoir quality, the pore-throat combination type in sandstones is the cumulative expression of lithology and diagenetic modifications with strong heterogeneity.