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多信息融合的页岩油储层自动分层技术 被引量:10
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作者 沈禄银 潘仁芳 +3 位作者 谢冰 康婷婷 陈美玲 余小刚 《中国石油勘探》 CAS 北大核心 2016年第5期110-116,共7页
页岩油属于非常规资源,其储层"甜点"是主要的勘探目标,有必要将泥页岩层系进行细分。而页岩油储层具有薄互层多、岩石物理差异不明显的特点,单一的测井曲线并不能全面地反映地层信息,给利用测井曲线自动分层及开展后续工作带... 页岩油属于非常规资源,其储层"甜点"是主要的勘探目标,有必要将泥页岩层系进行细分。而页岩油储层具有薄互层多、岩石物理差异不明显的特点,单一的测井曲线并不能全面地反映地层信息,给利用测井曲线自动分层及开展后续工作带来了难度。通过挑选纵向分辨率高、对分层敏感的测井曲线,采用滑动加权滤波去噪处理,在消除随机干扰带来的噪声的同时,保护薄层信息不被平滑掉;利用分类主成分分析降维处理,在消除相关性(重叠信息)的同时,降低多重相关性对降维结果的危害。整合多条测井曲线上的薄层信息,形成一条综合了多条测井曲线信息的分层曲线,既有效利用了多条曲线信息,又提高了信噪比,有效地保护了薄层信息。利用可操作性强、原理简单的活度分层法和拐点法验证该技术,均取得了良好的效果,可自动划分出大部分薄层,证实了该方法对薄互层等复杂地层具有一定的有效性和可行性。 展开更多
关键词 页岩油 薄层 主成分分析 多重相关性 自动分层 活度分层 拐点法
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The numerical simulation and inversion fitting of radon concentration distribution in homogeneous overburden above active fault zones 被引量:1
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作者 刘菁华 王祝文 王晓丽 《Applied Geophysics》 SCIE CSCD 2008年第3期238-244,共7页
Based on the convection and diffusion mechanisms of radon migration, in this paper we deduce the two-dimensional differential equation for radon transportation in the overburden above active fault zones with an unlimi... Based on the convection and diffusion mechanisms of radon migration, in this paper we deduce the two-dimensional differential equation for radon transportation in the overburden above active fault zones with an unlimited extension along the strike. Making use of the finite difference method, the radon concentration distribution in the overburden above active faults is calculated and modeled. The active fault zone parameters, such as the depth and the width of the fault zone, and the value of radon concentration, can be inverted from the measured radon concentration curve. These realize quantitative interpretation for radon concentration anomalies. The inversion results are in good agreement with the actual fault zone parameters. 展开更多
关键词 active fault zone radon concentration distribution numerical simulation inversion fitting
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HT盆地火山碎屑岩储层岩性自动识别
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作者 张志刚 唐馨 +1 位作者 孙凤贤 莫修文 《国外测井技术》 2015年第1期27-29,共3页
火山碎屑岩储层的矿物成份,复杂岩性多变,常规的岩性识别方法效率低精度差。本文在自动分层的基础上,利用模式识别方法对火山碎屑岩利储层进行了岩性自动识别。自动分层采用了活度函数法与聚类分析法相结合的办法,在此基础上应用模式识... 火山碎屑岩储层的矿物成份,复杂岩性多变,常规的岩性识别方法效率低精度差。本文在自动分层的基础上,利用模式识别方法对火山碎屑岩利储层进行了岩性自动识别。自动分层采用了活度函数法与聚类分析法相结合的办法,在此基础上应用模式识别方法识别复杂岩性,解释符合率有较大提高,与岩心描述结果相比,一致性较好。 展开更多
关键词 测井评价 自动分层 岩性识别 活度分层 模糊识别
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The Effect of IMF-Bz and F10.7 Solar Flux on Neutral Molecule Density of Ionospheric E-Region
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作者 Ramazan Atici Serhat Korlaelci 《Journal of Physical Science and Application》 2017年第3期66-70,共5页
In this study, the relationship between the neutral components (N2 and 02) in the E-region of the ionosphere (at 110 km altitude) for the Singapore (01.23 N; 103.55 E) station in the equatorial region and the FI... In this study, the relationship between the neutral components (N2 and 02) in the E-region of the ionosphere (at 110 km altitude) for the Singapore (01.23 N; 103.55 E) station in the equatorial region and the FI0.7 solar flux and z-component of Interplanetary Magnetic Field (IMF-Bz) was investigated. This relationship was determined by means of statistical multiple regression model. As a result, it was observed that the changes in F10.7 solar flux and IMF-Bz were inversely proportional to the changes in N2 and 02. 92% and 83% of changes in N2 and O2 were found to be explained by F10.7 solar flux and IMF-Bz, respectively. When the F10.7 solar flux is changed by 1 s.f.u., it causes a decrease of 2.61×10TM m-3 in N2 and 2.96×1014 m-3 in O2. Change of I nT in IMF-Bz causes a decrease of 9.95× 1015 m-3 in N2 and 1.69× 1015 m-3 in O2. 展开更多
关键词 Dynamo region F10.7 solar flux IMF-Bz ionospheric-E-region neutral density.
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