神经网络反演双侧向电阻率测井曲线的物理约束

以一种新型高分辨率双侧向测井仪器在二维轴对称地层模型中的模拟响应为训练集训练BP神经网络，得到了针对该双侧向测井仪的反演网络模型。在训练中，神经网络结构的确定一般采用交叉验证法，但这种验证法经验性的成分偏重，不能完全解决网络结构的范化问题。为此，本文在模型的训练中，在交叉验证的基础上，根据双侧向测井的原理和仪器响应特性，提出了一种新的物理约束方法；反演地层电阻率的误差应随着侵入半径的增加而加大，违反此规律的模型不予采纳。理论研究结果表明，由此得到的神经网络模型具有很好的范化能力。     

从沉积物特征谈太湖的演变

通过太湖湖底淤泥层中的微体古生物及其物理化学分析,在西太潮W1孔发现多门类海相化石。海相化石出现的时间约在1100—5000aB.P.之间。据此提出西太湖在全新世期间曾遭受海侵,因而支持了太湖形成于泻湖的说法,同时,还提出海水进入太湖的时间,比以往学者推测的早2000多年。     

中高渗透稠油油藏大孔道动态评价

在中高渗油藏的水驱开发过程中,由于水流的长期冲刷作用,储层岩石的部分颗粒发生运移,伴随着油井出砂储层大孔道逐渐发育,边底水或注入水无效循环严重,影响油藏的开发效果.以高浅北区G104-5区块高渗透稠油油藏为例,基于现场油水井生产特征优选了10个评价大孔道发育程度的动静态指标参数,应用层次分析法确定指标权重;综合考虑油水...     

Field testing of erodibility of two landslide dams triggered by the 12 May Wenchuan earthquake

A strong earthquake of magnitude 8 in Richter scale, occurred in Sichuan Province, China on 12 May 2008, triggered about 257 landslide dams. The erodibility of fresh landslide deposits plays an important role in evaluating the initiation and development of breaching of such landslide dams. In this research, field jet index tests were conducted shortly after the earthquake at 27 locations on the Hongshihe landslide dam and the Libaisi landslide dam. The purpose of these tests was to investigate the erodibility of freshly deposited landslide soils. The landslide deposits are broadly graded. The bulk density increases and the coefficient of erodibility decreases with the depth of deposition. The erodibility of the fresh landslide deposits falls into a moderately resistant category and the fresh deposits are much more erodible than the native geomaterials before the earthquake. The main factors that control soil erodibility are found to be grain-size distribution, void ratio, fines content, and plasticity index. Particularly, the coefficient of erodibility decreases exponentially with the degree of compaction. Two empirical equations are developed for estimating the coefficient of erodibility and critical erosive shear stress of the freshly deposited landslide soils based on their basic soil properties.     

逆时偏移中的归一化加权互相关成像条件及应用

成像条件是决定声波方程叠前逆时深度偏移效果的重要因素。常规的归一化互相关成像条件能补偿深部地层的反射波能量,但无法压制地震波逆时偏移过程中产生的偏移噪声。针对归一化互相关成像条件的主要缺陷,从二维声波方程出发,在交错网格空间中推导了声波方程逆时延拓的高阶有限差分格式和PML吸收边界条件,进而在对常规互相关成像条件分析的基础上对其进行改进,给出了一种加权互相关成像条件,即在成像过程中利用炮检波场的夹角进行加权校正,以实现只利用炮点下行波场与接收点上行波场进行成像的目标。模型数据和实测资料偏移结果表明,归一化加权互相关成像条件成像效果明显优于常规归一化互相关成像条件。     

谱分解技术在煤层厚度预测及沉积环境方面的应用

谱分解技术是通过短时窗离散傅里叶变换(DFT)将地震资料从时间域转换到频率域,得到振幅谱及相位谱调谐体的一项处理技术。通过谱分解顺层相位与频率切片可以较清晰地了解区内煤层的岩性特征及沉积环境,从而预测煤厚。基于该项技术,以山西省沁水盆地某研究区山西组3煤层为例,研究了3号煤层厚度与下伏砂岩厚度的对应关系,发现3煤层厚度与基底分流河道砂岩厚度呈负相关关系,即煤层厚度随基底砂岩厚度增大而减小。由此认为在三角洲平原沉积环境下,在钻孔较少且分布不均匀时,可通过谱分解属性切片对煤层基底砂岩厚度的预测来推断煤厚。该区利用谱分解技术预测的煤厚趋势与振幅法获得的煤厚趋势相比,其精度较高,因此,谱分解技术不失为一种较好的煤层预测方法。     

河北省页岩气地质条件评价

应用泥页岩厚度、TOC含量、干酪根类型和成熟度等评价参数,对河北省主要的含暗色页岩系地层——中元古界长城系串岭沟组和蓟县系洪水庄组、新元古界青白口系下马岭组、古生界石炭二叠系太原和山西组、新生界古近系沙河街组的页岩气成藏地质条件进行评价,预测固安、霸县沙河街组和沧州、廊坊太原-山西组为页岩气有利勘探目标区。     

测井约束反演在鄂尔多斯盆地东缘致密砂岩勘探中的应用

"先成型"致密砂岩气的勘探重点是寻找相对高孔渗砂岩,基于该观点,以鄂尔多斯盆地东缘上古生界为研究对象,以"相控储层"为思路,结合构造、沉积等研究成果,开展测井约束反演工作,以此寻找相对高孔渗优质储层。研究区有利储层较为成功的预测表明,依据地质、测井资料,采用拟声波重构技术可有效提高测井曲线岩性识别能力,并为砂岩识别提供波阻抗门槛;利用自动迭代子波扫描求取每口井的最佳子波,实行多个子波同时参与反演,可获得初始模型与井旁地震数据的最佳匹配。另外在构建地质模型时,针对不同储层的沉积特点,选取了不同的插值方式进行分段反演,有效划分出不同层段中有利区带及最佳目的层段。     

Rapid intensification of Super Typhoon Haiyan: the important role of a warm-core ocean eddy

Super Typhoon Haiyan devastated portions of Southeast Asia, particularly the Philippines, on November 8, 2013. In this paper, observational data are used to analyze the intensification process of Super Typhoon Haiyan. Observational data showed that Typhoon Haiyan intensified and the maximum sustained winds increased to 59 ms^?1 after it encountered a double warm-core ocean eddy, while the central pressure of the typhoon dropped from 970 hPa to 920 hPa. Numerical simulations and observational data show that the presence of the warm-core eddy combined with SST increases due to climate change led to the rapid intensification of Super Typhoon Haiyan. Comparing these two factors, the warm-core ocean eddy, which brings significantly more heat into the upper ocean, plays the leading role in the intensification, with climate warming making a lesser contribution. Moreover, due to the increased thickness of the mixed layer associated with the warm-core ocean eddy, Super Typhoon Haiyan did not significantly decrease the sea surface temperature to the east of the Philippines, as is typical of typhoons, and the largest decrease was approximately 1 °C.