自组织特征映射神经网络在测井岩性识别中的应用

为了解决测井岩性识别问题,引入具有较强的聚类和容错能力的自组织特征映射(SOFM)神经网络．在说明SOFM网络的模型和算法的基础上,结合某地的实际测井资料,建立SOFM网络岩性识别模型,进行岩性识别的应用研究．结果表明,识别的准确率较高,证明SOFM网络可以用于解决测井岩性识别问题,具有很好的应用前景．     

测井技术新进展综述

在过去几年里,测井技术受石油勘探开发需要所推动,并借助现代电子和信息技术的新成就,发展十分迅速.三分量感应和正交偶极声波等新型成像测井仪器的出现,使地层各向异性研究成了热点.网络测井作为新一代测井系统,处于研制和完善阶段.新的裸眼井测井仪器,如新型的满贯组合测井系统、三分量阵列感应测井仪、油基泥浆电阻率成像测井仪等得到进一步改进.新的套管井测井仪器,如过套管电阻率测井仪、新型脉冲中子类测井仪等不断出现并得到改进.随钻测井系列不断增加,如随钻核磁共振测井、随钻地层测试,等等.新的测量工艺技术,如过套管地层测试、井下永久传感器工艺技术等正日趋成熟.新的测井概念,如测井-取心联作、套管外取心、动电测井、套管钻井测井等,给人耳目一新的感觉.对国外测井技术现状和水平进行全面而深入的研究,对于我们当前的科研和生产具有指导和借鉴作用.本文综合评述了近几年测井技术六个方面的重大进展：（1）岩石物理性质;（2）测井地面系统;（3）裸眼井测井;（4）套管井测井;（5）随钻测井;（6）射孔、取心和测试.在深入研究的基础上探讨了测井技术的发展方向,主要结论是岩石各向异性仍将是岩石物理研究的一个重点,测井传感器的物理模拟和数值模拟在测井仪器的设计中将扮演越来越重要角色,测井地面系统的发展主要集中在网络化、综合化的方向上,井下仪器的发展主要体现在集成化和阵列化的发展方向上.从长远看,随着井下永久传感器和施工工艺技术不断发展和完善,套管井测井中的许多项目最终会被取而代之.随钻测井技术仍将迅猛发展,随钻测井必将逐步取代电缆式裸眼测井.     

三探测器密度测井的Monte Carlo模拟

为了改善传统岩性密度测井仪的缺陷,本文基于传统的双 源距探测器密度测井仪,提出在负源距范围内增加一个反散射探测器,构成新的三探测器密 度测井仪器. 利用Monte Carlo方法通用程序MCNP(3B),从光子与地层相互作用的机理出发 ,计算得到了反散射探测器、长源距探测器和短源距探测器的光子通量的能谱分布、光子通 量与源距的关系、光子通量与地层密度的关系、源距与探测深度的关系以及计数能窗等. 从 结果看,三探测器密度测井仪的长、短源距探测器对地层的响应关系与双源距密度测井仪的 长、短源距探测器一致,而反散射探测器对地层具有明确的响应关系,其响应关系与长、短 源距探测器近似相反,且其计数率很高. 因此,在负源距范围内增加第三个探测器是可行的 ,这将有利于提高密度测井的测量精度和垂向分辨率. 同时表明了Monte Carlo方法在核测 井仪器早期研制中的有效性,对仪器设计具有指导作用.     

电磁波测井的现状和发展趋势

作为地球物理测井重要手段之一的电磁波测井能够同时测量井周地层的电导率和介电常数,而这些常数对于评价地层的含油性是至关重要的．前苏联在这方面的研究起步最早,并取得了重要的成果．而目前投入商用的主要美国等石油公司的产品．我国在这方面的研究也起步较早,但由于技术上的原因,目前还没有投入商用的产品．在未来的发展中,应针对一些理论和技术上的难点分别突破,尽快推出我国自己的电磁波测井仪器和解释手段．     

测井约束反演技术在煤田三维地震岩性勘探中的应用

利用地震技术解决岩性问题在煤田勘探中一直是近年来人们研究的一个热门课题,与其他地震反演技术相比,测井约束反演技术不仅可提高原始地震资料的垂向分辨率,而且将地震波转换为层的信息,因此正在岩性勘探中得到广泛应用．本文介绍了测井约束反演技术的原理及影响因素,并以开滦集团荆各庄矿某采区岩性勘探为例,说明了测井约束反演技术在煤田三维地震岩性勘探中的具体方法和应用效果。     

Assessment of Dynamic Characteristics for Compaction Piles with Geophysical Logging in Soft Ground

In this paper, a case study was performed on a sand compaction pile (SCP) and a gravel compaction pile (GCP) to estimate the dynamic characteristics and the improvement effect of soft ground. The dynamic elastic modulus, shear modulus, bulk modulus, and Poisson's ratio were estimated and the dynamic characteristics were analyzed using the compression and shear wave velocity of the improved ground based on the results of suspension P- and S-wave (PS) logging. The results revealed that the dynamic properties were increased in the order of unimproved subsoil and improved subsoil using SCP and GCP. The increase in the effects of dynamic properties with each replacement ratio of SCP was not large, whereas a good increase in the effects was observed in the case of the improved subsoil with GCP. Consequently, it was presented that the resistance characteristics against the seismic loading of GCP are excellent. As a result of analyzing the density distribution of the improved subsoil through density field logging, the overall density distribution gradually exhibits increasing trends in the order of unimproved subsoil and improved subsoil with SCP and GCP. Thus, the improvement effect of GCP was relatively high in comparison with the same replacement ratio of SCP.     

Since turtles cannot talk: what beak movement sensors can tell us about the feeding ecology of neritic loggerhead turtles,Caretta caretta

Understanding the role that consumers play in an ecosystem requires knowledge about food selection and intake rates. However, such basic data are often difficult to obtain, particularly for marine animals that are not easy to observe. To overcome this problem, a beak movement sensor was employed on a free‐ranging loggerhead turtle in a neritic foraging habitat at the Domitian littoral (SW Italy). In combination with gastrointestinal content analysis from six turtles found dead in the same area we sought to identify which beak movement patterns were associated with which prey type, and to quantify the ingestion of the various prey types. Brachyuran crabs (100% occurrence), in particular Liocarcinus vernalis, and small molluscs (66% occurrence) were found most frequently in the stomach and intestine of the turtles. Beak movements revealed average ingestion rates of (mean ± SE) 0.27 ± 0.13 food items per minute and that feeding occurred predominantly during dives >4 m and during early morning and evening. Interestingly, the time spent feeding amounted to only 2.2% of the total observation time, whereas feeding‐associated dives added up to just above 10% of the total time. We thus established that loggerhead turtles in this area are specialised on brachyuran crabs, on which they prey with high success during the short time dedicated to foraging. This information strengthens our knowledge about turtle–prey and turtle–habitat interactions, which are essential data to delineate the role that turtles play in this and similar marine ecosystems. Moreover, since the same area is also intensively used by the regional bottom trawl fishery, our results have important conservation implications, because they clearly show the time of day and water depths for which fishing activity should be regulated to reduce the number of turtles that are currently being incidentally caught in this area.     

南方地区页岩气储层工业组分与有机碳测井计算方法

通过南方地区页岩气藏的储层特征和赋存方式的研究,认为页岩各组分含量的准确计算直接关系到含气量评价的精度.以南方3个工区计74块岩心样品组分分析实验为基础,提出页岩的五元工业组分体积模型和体积含量计算方法.对其中表征页岩含气性最关键组分——干酪根（有机碳）含量,分别建立与三孔隙度、电阻率、铀元素等5条测井曲线的线性关系.通过有机碳敏感性分析,引入两种多元回归计算有机碳含量方法,确定了适用于3个南方地区有机碳含量的公式.3口探井应用实例表明该方法符合页岩气藏的实际,提高了页岩气层各组分含量的计算精度,取得了预期的地质效果.     

基于解释单元划分的多曲线联合确定地层原始沉积韵律

沉积韵律是控制厚层砂体内部水淹分布规律的主要控制因素。只有在同一口井内同一个沉积韵律内部各小层的电性特征才具有相对可比性,因此,也只有在同一口井同一个沉积韵律内部判断各小层水淹级别高低才更具有实际意义。以稳定泥岩隔层为划分标志,将测井曲线划分为与沉积韵律一一对应的解释单元。联合深（浅）电阻率曲线与密度测井曲线,以厚层砂体电阻率曲线的平均斜率倾斜角及密度曲线的相对重心为判别参数,利用计算机自动判别出每一个解释单元中所包含的原始沉积韵律类型。3口密闭取心井处理结果表明,本文方法可以有效地划分原始沉积韵律,与人工解释结果对比,符合率达到92.5%。     

煤层气损失气量计算的全脱分析法

针对目前煤层气损失气量无法计算煤层的溶解气和游离气含量问题,根据烃类气体进入钻井液的方式和分布状态理论,基于气测录井资料,提出了计算煤层气损失气量的新方法——全脱分析法。通过沁水盆地枣园区块3号煤层的实际应用,发现该方法计算的损失气量明显高于常规煤心样品的回归结果,前者一般为后者的1.5~4.5倍。该方法不仅能有效地解决煤层气损失气量计算中忽视的溶解气和游离气问题,而且还能消除损失时间的影响,同时也可以按不同部位计算煤层气损失气量。该方法适用于不同煤级、各种结构的煤岩,数据易采集,计算过程简单,有很好的应用前景。