Elman神经网络在低渗储层敏感性预测中的应用

油气储层敏感性是制约低渗储层有效开发的重要因素之一,但在勘探开发早期储层敏感性预测及分布规律的研究受到资料不足的限制.从实验敏感性分析结果入手,对Elman神经网络预测储层敏感性的过程及方法进行了系统的分析,并提出了通过设置虚拟井来预测储层敏感性平面分布的方法.结果表明:①影响低渗储层敏感性的主要因素有蒙皂石、伊利石、高岭石、绿泥石、伊-蒙混层、石英、长石的体积分数,孔隙度和渗透率;②Elman神经网络能够很好地预测低渗储层的敏感性,预测结果与实测结果绝对误差的平均值均低于0.04,水敏性样品的预测结果与实测结果绝对误差的平均值为0.001;③通过设置虚拟井位,能够很好地预测储层敏感性的平面分布规律.     

GC-MS法测定地下水中28种半挥发性有机物

本文针对地下水监测网运行维护规范(DZ/T 0307-2017)中的半挥发性有机物,建立了一种液/液萃取-气相色谱质谱联用法,可同时测定28种半挥发性有机物(SVOCs),涵盖规范中除多氯联苯外全部的27个SVOCs.方法 采用二氯甲烷萃取,SIM模式经气相色谱质谱联用仪(GC-MS)对样品进行测定,内标法定量,可实现...     

黄腊石滑坡基岩弯曲松弛带工程地质特性、形成机制及失稳预测

黄腊石滑坡是发育在三叠系中统巴东组砂泥岩夹灰岩构成的逆倾坡上的滑坡群,总方量约1 800×104 m3.滑坡滑带下面存在着大致连续分布的基岩弯曲松弛带.对于该松弛带工程地质特性的认识,将影响防治工程方案的设计及实施.本文通过野外工作、以往工作资料和研究成果的收集整理及再认识,对该滑坡下伏松弛带工程地质特性、形成机制及失稳预测作了一定深度的探讨,认为基岩弯曲松弛带是发生在特定的岩层中,由构造、重力、侵蚀、岩溶、风化、降雨及上部滑坡等因素共同作用的产物,工程地质环境质量较差,受重力及其上滑体滑动等因素影响,后期改造明显.在斜坡长期受重力累积变形、三峡水库运行期江水位变化及库岸再造作用下,将形成牵引式滑动.防治工程应在削方、排水等基础上,重点考虑防止库岸再造和斜坡坡脚部位变形.     

矿山人均保有储量:我国金属矿山合理经济开发的一个标量

文章分析对比了我国国有及非国有规模以上矿山企业的主要经济指标,认为矿业开发要走可持续发展的途径,促进矿产资源的充分、合理、有效开发,实现满足市场需求、兼顾环境保护和社会稳定的目标,就必须积极探索和慎重考虑矿山企业从业人数的合理控制问题;依据胶东大型金矿山实际资料的初步分析,明确提出"矿山人均保有储量"是制约矿山合理开发和矿业可持续发展的重要指标;矿山人均储量的合理配置和适度调控问题不仅值得进一步研究,而且应该引起有关部门的广泛注意和高度重视.     

中条裂谷的递进演化与王屋山地区铜矿成矿地质条件分析

对中条—王屋山地区前寒武纪沉积建造、岩浆建造、构造形态的分析后,反演出中条裂谷的递进演化过程,认为王屋山地区在中条裂谷和区域地壳的演化过程中形成了极为有利的成矿条件:①形成多层含矿建造;②通达地幔的深大断裂提供了丰富的矿源和成矿空间;③频繁的岩浆活动补充了矿质并提供了成矿热能;④剥离断层系统进一步提供了扩容空间;⑤以活化转移为主要机制的强烈变形变质作用对已形成的含矿建造(矿源层)进行改造。因此,王屋山地区具有巨大的找矿潜力。     

蒙库铁矿床与镜铁山铁矿床的对比研究

蒙库铁矿床被认为是与海底喷流沉积作用有关的铁矿床,但存在很大的争议.文章将其与典型的喷流沉积型铁矿--镜铁山铁矿床对比,并结合野外的第一手资料,发现蒙库铁矿床的喷流沉积特征并不明显,而热液成矿作用比较明显,但是热液的性质和来源、成矿时间等尚不明了,蒙库铁矿的成因机理仍有待深入研究.     

云南澜沧江中南段多金属成矿谱系分析

基于GIS空间分析技术,对云南澜沧江中南段多金属矿床的赋矿地层时间谱系、容矿构造空间谱系和矿床成因谱系进行了较系统的分析.研究表明,下-中元古界、三叠系、泥盆系、二叠系是本区最重要的赋矿层位,有两个聚矿期和多个时代地层含矿的特点,不同时代地层的含矿性具有多样性和专属型特征,元古宙火山沉积为主的建造是铁-铜、钨-锡矿为主的赋矿层位,晚古生代-中生代早期是沉积、裂谷火山活动强烈时期,金、铜、铅、锌、银、汞、锑、钨、锡多金属矿床高度聚集.自东向西为中生代坳陷区金、铜、镍成矿带,思茅-龙洞河晚古生代-三叠纪沉积盆地铜、铅、锌、银成矿带,岩浆弧地块钨、锡、铅-锌、铁成矿带,浅变质岩基底铅-锌-银、铁成矿带,被动边缘活动带金、铅-锌-银、锡成矿区和保山-镇康微地块铅-锌、铜、铁、汞成矿带,构成了容矿构造空间谱系.全区多金属矿床有沉积、沉积改造、岩浆-变质热液、火山沉积-火山热液四大成矿谱系,14种成矿类型,铜多金属、铅-锌-银、锡-钨矿床是研究区最具找矿前景的优势矿种.     

Structure Refinement of Cs-rich Na-Li Beryl and Analysis of Its Typomorphic Characteristics of Configurations

1 Introduction Natural beryl is an accessory mineral mainly in pegmatite, partly in some highly diffractionated granite or metamorphic rocks, with the crystal shapes beingprismatic, or occasionally tabular. For tabular beryl found in pegmatite it is believed that the tabular configuration is connected with alkali metals (Bieus, 1960; Wang et al., 1981) and geneses of the tabular configuration have been reported before. In recent years, tabular beryl has been found in the Xuebaoding W-Sn-Be d…     

Organic Carbon Isotopic Evolution during the Ediacaran-Cambrian Transition Interval in Eastern Guizhou, South China： Paleoenvironmental and Stratigraphic Implications

Secular variations of carbon isotopic composition of organic carbon can be used in the study of global environmental variation, the carbon cycle, stratigraphic delimitation, and biological evolution, etc. Organic carbon isotopic analysis of the Nangao and Zhalagou sections in eastern Guizhou reveals a negative excursion near the Precambrian-Cambrian boundary that correlates with a distinct carbonate carbon isotopic negative excursion at this boundary globally. Our results also demonstrate that several alternating positive and negative shifts occur in the Meishucunian, and an obvious negative anomaly appears at the boundary between the Meishucunian and Qiongzhusian. The isotope values are stable in the middle and lower parts but became more positive in the upper part of the Qiongzhusian. Evolution of organic carbon isotopes from the two sections in the deepwater facies can be well correlated with that of the carbonate carbon isotopes from the section in the shallow water facies. Integrated with other stratigraphic tools, we can precisely establish a lower Cambrian stratigraphic framework from shallow shelf to deep basin of the Yangtze Platform.     

Provenance of Precambrian Fe- and Al-rich Metapelites in the Yenisey Ridge and Kuznetsk Alatau, Siberia： Geochemical Signatures

Major, trace and rare earth element contents of Fe- and Al-rich metapelites from the Korda （Yenisey Ridge） and Amar （Kuznetsk Alatau） formations were determined to examine the nature, origin and evolution of their protoliths. Results indicate that these rocks are the redeposited and metamorphosed products of Precambrian kaolinitic weathering crusts, while the geochemical distinctions between the studied metapelites are determined by different weathering conditions in the source area and tectonic settings. The protolith of the Korda Formation metapelites was produced by erosion products of the post-Archean granitoid rocks, which accumulated under humid climate conditions in shallow-water basins along the continental margin. The geochemical characteristics of the deeper primary deposits of the Amar Formation suggest that volcanogenic material of mafic composition derived from an island-arc environment had a major role in supplying the erosion zone. These results agree with lithofacies data and with the geodynamic reconstruction of the evolution of the Yenisey Ridge and Kuznetsk Alatau during the Mesoproterozoic and Neoproterozoic, respectively. It was shown that REEs had limited mobility during contact metamorphism. The coherent mobility of REEs during collisional metamorphism may be attributed both to mineral reactions responsible for modal changes and to local chemical heterogeneity inherited from the initial protolith.