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基于XGBoost算法的v_(P)/v_(S)预测及其在储层检测中的应用
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作者 田仁飞 李山 +1 位作者 刘涛 景洋 《石油地球物理勘探》 EI CSCD 北大核心 2024年第4期653-663,共11页
鄂尔多斯盆地碳酸盐岩地层蕴含着丰富的油气资源。在勘探实践中发现,大牛地气田马家沟组断层发育、断距小,类型多样且成因复杂,给勘探、开发带来了较多挑战。为了应对这些挑战,提高储层预测的精度变得至关重要。在分析大牛地气田敏感弹... 鄂尔多斯盆地碳酸盐岩地层蕴含着丰富的油气资源。在勘探实践中发现,大牛地气田马家沟组断层发育、断距小,类型多样且成因复杂,给勘探、开发带来了较多挑战。为了应对这些挑战,提高储层预测的精度变得至关重要。在分析大牛地气田敏感弹性参数的基础上,建立地震属性与储层纵横波速度比(v_(P)/v_(S))的关系,提出一种基于XGBoost算法的地震多属性v_(P)/v_(S)预测方法。为了进一步提升XGBoost算法的预测精度和泛化能力,采用贝叶斯算法对XGBoost算法的超参数进行优化,从而找到最佳的超参数组合,以确保模型在训练集和测试集上的性能均能得到提升。将XGBoost算法应用于Marmousi 2模型进行横波速度预测,预测值与实际值相关系数超过0.88,而均方误差、平均绝对百分比误差分别低于6.55×10^(-7)和4%,验证了该方法的准确性和可靠性。在鄂尔多斯盆地大牛地气田,应用该方法获得的v_(P)/v_(S)成功识别出含气储层,结果与实际钻井数据一致。理论模型和实际数据应用结果表明,XGBoost作为一种强大的机器学习算法预测精度较高,为直接由叠后地震属性预测v_(P)/v_(S)提供了一种有效的途径。 展开更多
关键词 横波速度 碳酸盐岩储层 地震属性 XGBoost算法 纵横波速度比(v_(p)/v_(s))
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A high resolution inversion method for fluid factor with dynamic dryrock V_(P)/V_(S) ratio squared
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作者 Lin Zhou Jian-Ping Liao +3 位作者 Xing-Ye Liu Pu Wang Ya-Nan Guo Jing-Ye Li 《Petroleum Science》 SCIE EI CSCD 2023年第5期2822-2834,共13页
As an important indicator parameter of fluid identification,fluid factor has always been a concern for scholars.However,when predicting Russell fluid factor or effective pore-fluid bulk modulus,it is necessary to intr... As an important indicator parameter of fluid identification,fluid factor has always been a concern for scholars.However,when predicting Russell fluid factor or effective pore-fluid bulk modulus,it is necessary to introduce a new rock skeleton parameter which is the dry-rock VP/VS ratio squared(DVRS).In the process of fluid factor calculation or inversion,the existing methods take this parameter as a static constant,which has been estimated in advance,and then apply it to the fluid factor calculation and inversion.The fluid identification analysis based on a portion of the Marmousi 2 model and numerical forward modeling test show that,taking the DVRS as a static constant will limit the identification ability of fluid factor and reduce the inversion accuracy.To solve the above problems,we proposed a new method to regard the DVRS as a dynamic variable varying with depth and lithology for the first time,then apply it to fluid factor calculation and inversion.Firstly,the exact Zoeppritz equations are rewritten into a new form containing the fluid factor and DVRS of upper and lower layers.Next,the new equations are applied to the four parameters simultaneous inversion based on the generalized nonlinear inversion(GNI)method.The testing results on a portion of the Marmousi 2 model and field data show that dynamic DVRS can significantly improve the fluid factor identification ability,effectively suppress illusion.Both synthetic and filed data tests also demonstrate that the GNI method based on Bayesian deterministic inversion(BDI)theory can successfully solve the above four parameter simultaneous inversion problem,and taking the dynamic DVRS as a target inversion parameter can effectively improve the inversion accuracy of fluid factor.All these results completely verified the feasibility and effectiveness of the proposed method. 展开更多
关键词 Fluid factor Dry-rock V_(p)/V_(s)ratio squared(DVRs) Dynamic variable Multiple parameters simultaneous inversion Generalized nonlinear inversion(GNI)
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应用L_(p)拟范数稀疏约束的纵横波速比直接反演
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作者 张天悦 林凯 +3 位作者 文晓涛 赵炼 张雨强 雷扬 《石油地球物理勘探》 EI CSCD 北大核心 2024年第2期230-237,共8页
纵横波速比(vP/vS)是识别气藏、描述储层特征和判别岩性的重要解释工具。目前主要是通过反射系数近似方程反演得到纵、横波速度,再进一步计算纵横波速比,但是这种间接计算方法会产生累积误差。为了直接从叠前地震数据反演纵横波速比,文... 纵横波速比(vP/vS)是识别气藏、描述储层特征和判别岩性的重要解释工具。目前主要是通过反射系数近似方程反演得到纵、横波速度,再进一步计算纵横波速比,但是这种间接计算方法会产生累积误差。为了直接从叠前地震数据反演纵横波速比,文中提出了一种新的广义弹性阻抗方程,再进一步推导出一个与纵横波速比、纵波速度、密度相关的纵波反射系数近似方程。为了得到精度较高的反演结果,基于推导出的反射系数近似方程,提出一种基于Lp拟范数稀疏约束的叠前地震反演方法,并通过交替方向乘子算法求解。将提出的直接反演方法应用于理论模型和实际数据,并与间接反演方法相对比,结果表明该直接反演方法的反演结果精度较高,对含气储层的边界刻画更清晰。 展开更多
关键词 反演 纵横波速比 广义弹性阻抗 Lp拟范数 交替方向乘子算法
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Snowfall Shift and Precipitation Variability over Sikkim Himalaya Attributed to Elevation-Dependent Warming
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作者 Pramod Kumar Khushboo Sharma 《Journal of Atmospheric Science Research》 2023年第4期1-25,共25页
Sikkim Himalaya hosts critical water resources such as glacial,rain,and snow-fed springs and lakes.Climate change is adversely affecting these resources in various ways,and elevation-dependent warming is prominent amo... Sikkim Himalaya hosts critical water resources such as glacial,rain,and snow-fed springs and lakes.Climate change is adversely affecting these resources in various ways,and elevation-dependent warming is prominent among them.This study is a discussion of the elevation-dependent warming(EDW),snowfall shift,and precipitation variability over Sikkim Himalaya using a high-resolution ERA5-land dataset.Furthermore,the findings show that the Sikkim Himalaya region is experiencing a warming trend from south to north.The majority of the Sikkim Himalayan region shows a declining trend in snowfall.A positive advancement in snowfall trend(at a rate of 1 mm per decade)has been noticed above 4500 meters.The S/P ratio indicates a shift in snowfall patterns,moving from lower elevations to much higher regions.This suggests that snowfall has also transitioned from Lachung and Lachen(3600 m)to higher elevated areas.Moreover,the seasonal shifting of snowfall in the recent decade is seen from January-March(JFM)to February-April(FMA).Subsequently,the preceding 21 years are being marked by a significant spatiotemporal change in temperature,precipitation,and snowfall.The potent negative correlation coefficient between temperature and snowfall(–0.9),temperature and S/P ratio(–0.5)suggested the changing nature of snowfall from solid to liquid,which further resulted in increased lower elevation precipitation.The entire Sikkim region is transitioning from a cold-dry to a warm-wet weather pattern.In the climate change scenario,a drop in the S/P ratio with altitude will continue to explain the rise in temperature over mountainous regions. 展开更多
关键词 sikkim Himalaya EDW sNOWFALL seasonal shift precipitation variability s/p ratio ERA5-land
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Calibration of P/S amplitude ratios for seismic events in Xinjiang and its adjacent areas based on a Bayesian Kriging method
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作者 潘常周 靳平 肖卫国 《Acta Seismologica Sinica(English Edition)》 CSCD 2007年第6期664-674,共11页
Correction maps of P/S amplitude ratios for seismic events distributed in Xinjiang, China and its adjacent areas were established using a Bayesian Kriging method for the two seismic stations WMQ and MAK. The relations... Correction maps of P/S amplitude ratios for seismic events distributed in Xinjiang, China and its adjacent areas were established using a Bayesian Kriging method for the two seismic stations WMQ and MAK. The relationship between correction maps and variations of along-path features was analyzed and the validity of applying the correction maps to improve performances of P/S discriminants for seismic discrimination was investigated. Results show that obtained correction maps can generally reflect event-station path effects upon corresponding P/S discriminants; and the correction of these effects could further reduce scatters of distance-corrected P/S measurements within earthquake and explosion populations as well as improve their discriminating performances if path effects are a significant factor of such scatters. For example, as corresponding Kriging correction map was applied, the misidentification rate of earthquakes by Pn(2-4 Hz)/Lg(2-4 Hz) at MAK was reduced from 16.3% to 5.2%. 展开更多
关键词 seismic events DIsCRIMINATION KRIGING p/s amplitude ratios
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Applicability of P/S amplitude ratios for the discrimination of low magnitude seismic events
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作者 潘常周 靳平 王红春 《Acta Seismologica Sinica(English Edition)》 CSCD 2007年第5期553-561,共9页
Applicability of regional P/S amplitude ratios for the discrimination of low-magnitude seismic events was tested and proved using earthquakes and explosions in Central Asia. Results obtained show that regional P/S amp... Applicability of regional P/S amplitude ratios for the discrimination of low-magnitude seismic events was tested and proved using earthquakes and explosions in Central Asia. Results obtained show that regional P/S amplitude ratios which may discriminate medium or large magnitude events well, are also applicable to low magnitude events Their performances for low magnitude events are almost as good as that for medium or large events. Statistical comparisons based on 25 P/S discriminate from the four seismic stations WMQ, BLK, MUL and MAK showed that the average misclassification rate for low-magnitude seismic events averagely was only 2 percent higher than that for medium and large magnitude seismic events. 展开更多
关键词 underground explosions low magnitude DIsCRIMINANT p/s amplitude ratios
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Comparison of the S-, N- or P-Deprivations’ Impacts on Stomatal Conductance, Transpiration and Photosynthetic Rate of Young Maize Leaves 被引量:1
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作者 Dimitris L. Bouranis Styliani N. Chorianopoulou +4 位作者 Alexandros Dionias Giouli Sofianou Aristotelis Thanasoulas Georgios Liakopoulos Dimosthenis Nikolopoulos 《American Journal of Plant Sciences》 2012年第8期1058-1065,共8页
Seven-day-old maize (Zea mays) plants were grown hydroponically for ten days in deprived nutrient solutions against the corresponding control grown under full nutrition;the effects of S-, N- or P-deprivation on lamina... Seven-day-old maize (Zea mays) plants were grown hydroponically for ten days in deprived nutrient solutions against the corresponding control grown under full nutrition;the effects of S-, N- or P-deprivation on laminas’ mean stomatal conductance (gs), transpiration rate (E) and photosynthetic rate (A) were monitored, along with the impact on the laminas’ total dry mass (DM), water amount (W), length and surface area (Sa). Furthermore, a time series analysis of each parameter’s response ratios (Rr), i.e. the treatment’s value divided by the corresponding control’s one, was performed. Under S-deprivation, the Rr of laminas’ mean gs, E, and A presented oscillations within a ±15% fluctuation zone, notably the “control” zone, whilst those of laminas’ total DM, water amount, surface area, and length included oscillation during the first days and deviation later on, presenting deviation during d10. Under the N-deprivation conditions all Rr time courses except the A one, included early deviations from the control zone without recovering. The deviation from the control zone appeared at d4. Under P-deprivation, all Rr time courses represented oscillations within the control zone. P-deprivation’s patterns resembled those of S-deprivation. Compared to the one of the S-deprivation, the P-one’s oscillations took place within a broader zone. Linear relationships among the various Rr patterns were found between gs-E, gs-A, E-A, DM-W and DM-Sa. In conclusion, the impact of P-deprivation appeared in an early stage and included an alleviation action, the one of N-deprivation appeared early with no alleviation action, whilst that of S-deprivation appeared later, being rather weaker when compared to the impact of the P-deprivation’s impact. 展开更多
关键词 s-Deprivation N-Deprivation p-Deprivation Hydroponics Zea Mays sTOMATAL Conductance TRANspIratioN RATE photosynthetic RATE Response ratios Fluctuation Analysis
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VSP技术在小断块油气田开发中的应用 被引量:7
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作者 张公社 宋玉龙 +2 位作者 丁伟 谭绍泉 刘美丽 《石油物探》 EI CSCD 2005年第4期367-369,共3页
华北某小断块油气田地处繁华城区,因此不能进行地面地震勘探。为此,对位于小断块的X井进行了多方位非零井源距VSP勘探,获得了井周边地区的高分辨率和高信噪比资料。通过标定,准确确定了任北潜山顶面的反射层位,对井周边地区的构造和小... 华北某小断块油气田地处繁华城区,因此不能进行地面地震勘探。为此,对位于小断块的X井进行了多方位非零井源距VSP勘探,获得了井周边地区的高分辨率和高信噪比资料。通过标定,准确确定了任北潜山顶面的反射层位,对井周边地区的构造和小断层进行了解释,圈定了位于潜山顶面的主要目的层——二台阶断块的范围和形态。同时,利用VSP纵波资料的“亮点”特征,并以转换波资料作为印证,对二台阶断块进行了含油气分析,经钻探获得了高产油流。 展开更多
关键词 垂直地震剖面 断层 横波速度比 泊松比 油藏描述
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P/S震相幅值比判据对低震级地震事件的适用性检验 被引量:19
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作者 潘常周 靳平 王红春 《地震学报》 CSCD 北大核心 2007年第5期521-528,共8页
基于中国新疆及中亚地区大量天然地震和地下爆炸,检验了较大震级情况下得到的区域P/S震相幅值比识别判据对低震级地震事件的适用性.分析结果表明,对较大震级地震事件具有较好识别效果的P/S震相幅值比判据对低震级事件同样适用,而且对低... 基于中国新疆及中亚地区大量天然地震和地下爆炸,检验了较大震级情况下得到的区域P/S震相幅值比识别判据对低震级地震事件的适用性.分析结果表明,对较大震级地震事件具有较好识别效果的P/S震相幅值比判据对低震级事件同样适用,而且对低震级事件也具有与较大震级事件大致相当的识别效果.据WMQ、BLK、MUL和MAK台的25个识别效果较好的P/S震相幅值比判据统计,大于ML3.5和ML3.5以下地震事件的误识率之差约为2个百分点. 展开更多
关键词 地下爆炸 低震级 识别判据 p/s震相幅值比
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利用克里金技术标定新疆及附近地区P/S震相幅值比及其在地震事件识别中的应用 被引量:9
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作者 潘常周 靳平 肖卫国 《地震学报》 CSCD 北大核心 2007年第6期625-634,共10页
针对中国的乌鲁木齐台(WMQ)和哈萨克斯坦的马坎奇台(MAK),采用贝叶斯克里金技术建立了新疆及附近地区地震事件的P/S震相幅值比的校正曲面,并分析了校正曲面与地震波传播路径的关系,以及校正曲面对于改善P/S震相幅值比判据识别... 针对中国的乌鲁木齐台(WMQ)和哈萨克斯坦的马坎奇台(MAK),采用贝叶斯克里金技术建立了新疆及附近地区地震事件的P/S震相幅值比的校正曲面,并分析了校正曲面与地震波传播路径的关系,以及校正曲面对于改善P/S震相幅值比判据识别效果的有效性.分析结果表明,建立的校正曲面基本合理,结合传播路径差异和地震波传播规律,能够较好地解释校正曲面的起伏特征.而且,在传播路径差异较大,使得P/S震相幅值比经震中距校正后离散度仍然较高的情况下,利用校正曲面修正P/S震相幅值比,可以进一步降低其离散度,从而改善判据的识别效果.MAK台lg[Pn(2~4Hz)/Lg(2~4Hz)]校正曲面修正后,对天然地震的误识率由16.3%下降为5.2%. 展开更多
关键词 地震事件 识别 克里金 p/s震相幅值比
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腾冲全新世火山区P波和S波速度及其比值 被引量:2
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作者 李白基 秦嘉政 +2 位作者 叶建庆 陈敏恭 刘学军 《地震研究》 CSCD 北大核心 2000年第2期132-135,共4页
9个发生于观测台网区域上地壳内的地震 ,用P波到时定位 ,从Tp~Ts -p图得出高Vp Vs值 ,显示了低速S波存在的信息。在资料有限情况下 ,假设震中距不变 ,反演震源深度 ,发震时 ,Vp和Vs ,得出Vp =5 90km s ,Vs =3 0 4km s ,Vp Vs =2 94... 9个发生于观测台网区域上地壳内的地震 ,用P波到时定位 ,从Tp~Ts -p图得出高Vp Vs值 ,显示了低速S波存在的信息。在资料有限情况下 ,假设震中距不变 ,反演震源深度 ,发震时 ,Vp和Vs ,得出Vp =5 90km s ,Vs =3 0 4km s ,Vp Vs =2 94。Vp比区域的同深度平均P波速度 6 0km s低 1 7% ,Vs比按弹性介质的S波速度 =Vp 1 732低 12 4%。这种低速结果符合富含液性物质介质的性质 ,在探测火山区内存在部分熔融岩石或岩浆囊有重要参考价值。 展开更多
关键词 火山 s波速度 p波速度 腾冲火山区 地震波
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嵌岩桩的嵌固效应及载荷试验P~s曲线特征分析 被引量:13
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作者 刘建刚 王建平 《工业建筑》 CSCD 北大核心 1995年第5期41-44,48,共5页
本文主要讨论影响嵌固效应和端承力发挥的两个重要因素:往身混凝土、桩周岩体的强度以及嵌岩比大小,两者的一定组合决定了桩的类型;总结了嵌岩桩载荷试验的典型P—S曲线特征,指出以桩端持力层强度控制的嵌岩桩,按常规方法确定其... 本文主要讨论影响嵌固效应和端承力发挥的两个重要因素:往身混凝土、桩周岩体的强度以及嵌岩比大小,两者的一定组合决定了桩的类型;总结了嵌岩桩载荷试验的典型P—S曲线特征,指出以桩端持力层强度控制的嵌岩桩,按常规方法确定其极限荷载,其安全格度偏大。 展开更多
关键词 嵌岩桩 p-s曲线 嵌固效应 载荷试验
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基于实测p-s曲线的桩土应力比的计算方法研究
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作者 郭呈祥 郭院成 +2 位作者 李明宇 王卫中 李永辉 《河南科学》 2008年第8期943-945,共3页
基于天然地基及单桩静载荷试验测得的p-s曲线,根据桩与桩间土的变形协调条件,推导了刚柔性基础条件下刚性桩复合地基桩土应力比的计算公式,通过与现场试验检测成果的对比分析,验证了该桩土应力比计算公式的合理性及实用性.
关键词 复合地基 桩土应力比 实测p-s心曲线 理论分析 试验研究
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基于动态图像变形的PP与PS波层位直接匹配 被引量:6
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作者 蒋雪珍 芦俊 王赟 《地球物理学报》 SCIE EI CAS CSCD 北大核心 2017年第3期1106-1117,共12页
多分量地震资料的矢量偏移、多波地震资料的联合解释与反演均需要估算纵横波的速度比,实现纵波与转换横波在时间或深度域的匹配.基于DTW,本文实现了一种适用于PP与PS波直接匹配的动态图像变形算法.该算法分为三个部分:首先,使用二阶对... 多分量地震资料的矢量偏移、多波地震资料的联合解释与反演均需要估算纵横波的速度比,实现纵波与转换横波在时间或深度域的匹配.基于DTW,本文实现了一种适用于PP与PS波直接匹配的动态图像变形算法.该算法分为三个部分:首先,使用二阶对称动态规划算法逐样点递归计算PP与PS波走时或深度的误差累积和;其次,在以误差累积和为目标函数的回溯阶段设定变形窗,并在纵横波速比约束的变形窗内递归回溯搜索匹配路径;最后,根据最大相关系数判定准则在匹配路径中确定最佳匹配路径,获得使PP与PS波匹配的拉伸或压缩时移量.利用所获得的拉伸压缩时移量计算纵横波速度比就可以实现PP与PS波之间的匹配.模型与实际陆上多分量地震资料测试结果表明:该方法具有较高的匹配精度,且对于信噪比、相似度较低的多分量地震资料,该方法也能产生较好的匹配效果. 展开更多
关键词 多分量地震 动态图像变形 纵横波速比 匹配 最大相关系数判定准则
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美国Cove Fort-Sulphurdale地热区地震震源机制和各向异性研究 被引量:1
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作者 张佩 张海江 +2 位作者 刘影 王华 M.Nafi Toksoz 《地震学报》 CSCD 北大核心 2015年第6期899-915,1,共17页
Cove Fort-Sulphurdale位于美国犹他州中西部,是一个地质特征独特的地热资源富集区.为了有效开发地热资源,有必要了解该地区的应力分布和裂缝分布.本文在前人工作的基础上使用地震资料,利用波形匹配、P波极性和横纵波振幅比联合约束反... Cove Fort-Sulphurdale位于美国犹他州中西部,是一个地质特征独特的地热资源富集区.为了有效开发地热资源,有必要了解该地区的应力分布和裂缝分布.本文在前人工作的基础上使用地震资料,利用波形匹配、P波极性和横纵波振幅比联合约束反演的方法,研究该地区地震的震源机制解;同时结合该地区的横波分裂分析研究,确定该地区的应力分布和断层/裂隙走向.波形反演结果显示,实际数据与模拟数据的波形匹配度非常高,且二者的P波初动极性和横纵波振幅比也都非常相近.由震源机制分析得出的断层面走向大部分趋于南北向,与美国区域应力图显示的最大水平主应力指向(南北方向),具有较好的一致性,符合目前研究对该地区的构造认知.横波分裂分析结果也表明如果各向异性主要是由该地区的断裂构造所引起,那么该地区的主要断层或裂缝的方向可能为南北向. 展开更多
关键词 Cove Fort-sulphurdale 震源机制 波形匹配 区域地震 横纵波振幅比 地热横波分裂 各向异性
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Crustal structure beneath the Hi-CLIMB seismic array in the central-western Tibetan Plateau from the improved H-κ-c method 被引量:4
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作者 Jiangtao Li Xiaodong Song 《Earthquake Science》 2021年第3期199-210,共12页
The Hi-CLIMB seismic array is located in the central-western Tibetan Plateau.The H-κ-c method(Li JT et al.,2019)was applied to receiver function data on the HiCLIMB,which corrects the back-azimuthal variations in the... The Hi-CLIMB seismic array is located in the central-western Tibetan Plateau.The H-κ-c method(Li JT et al.,2019)was applied to receiver function data on the HiCLIMB,which corrects the back-azimuthal variations in the arrival times of Ps and crustal multiples caused by crustal anisotropy and dipping interfaces before performing H-κstacking.Compared to the traditional H-κmethod,the H-κstacking results after harmonic corrections showed considerable improvements,including greatly reduced errors,significantly less scattered H(crustal thickness)andκ(crustal v_(P)/v_(S)ratio)values,and clearer patterns of H andκin different Tibetan blocks.This demonstrates that the H-κ-c method works well even for regions with complex crustal structures,such as the Tibetan Plateau,when there are helpful references from nearby stations or other constraints.The variation in crustal thickness agrees with previous studies but tends to be relatively shallower beneath most of the plateau.Two regions with particularly high crustal v_(P)/v_(S)were observed,namely,one in the northern Himalaya block and beneath the YarlungZangbo suture,and the other in the Qiangtang block.Their correlation with mid-crust low S velocities from previous studies suggests the possible presence of fluid or partial melt in the two regions,which may have implications for the crustal flow model.In contrast,the Lhasa block had relatively lower crustal v_(P)/v_(S)and relatively higher crustal S velocity within the plateau,which is interpreted to be mechanically stronger than the Himalaya and Qiangtang blocks,and without mid-crust partial melt. 展开更多
关键词 H-κ-c methodreceiver function Hi-CLIMB crustal thickness crustal v_(p)/v_(s)ratio
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Features of different types of seismic events in China’s Capital Region 被引量:1
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作者 Yixiao Zhang Tingting Wang +1 位作者 Yinju Bian Qianli Yang 《Earthquake Science》 2021年第6期489-506,共18页
Seismic records produced by different seismic sources vary.In this study,we compared the waveform records and time-frequency characteristics of tectonic earthquakes,artificial explosions,and mine collapses in China’s... Seismic records produced by different seismic sources vary.In this study,we compared the waveform records and time-frequency characteristics of tectonic earthquakes,artificial explosions,and mine collapses in China’s Capital Region.The results show that tectonic earthquakes are characterized by stronger S-wave energy than P-wave energy,obvious high-frequency components,and wide frequency bands of P and S waves.Artificial explosions are characterized by greater P-wave amplitude than S-wave amplitude and near-station surface wave development.Mine collapses are characterized by lower overall frequency,more obvious surface waves,and longer duration.We extracted quantitative discriminants based on the analysis of different event records,with 31 feature values in 7 categories(P/S maximum amplitude ratio,high/low frequency energy ratio,P/S spectral ratio,corner frequency,duration,the second-order moment of spectrum,and energy strongest point).A comparison of the ability of these feature values to recognize distinct events showed that the 6-17 Hz P/S spectral ratio was able to completely distinguish artificial explosions from the other two types of events.The S-wave corner frequency performed relatively well in identifying all three types of events,with an accuracy of over 90%.Additionally,a support vector machine was used to comprehensively distinguish multiple features,with an accuracy for all three types of events reaching up to 100%. 展开更多
关键词 tectonic earthquake artificial explosion mine collapse p/s spectral ratio the second-order moment of spectrum.
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Relevance of adenosine deaminase as a marker for tuberculous pleural effusion in developing countries
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作者 Rishad A Patil BS Das KK 《Asian Pacific Journal of Tropical Medicine》 SCIE CAS 2009年第1期45-48,共4页
Objective:Relevance of estimation of pleural adenosine deaminase(PADA) and serum adenosine deaminase (SADA) levels in-pleural effusion especially in cases of lymphocytic predominant exudative tubercular effusions. Met... Objective:Relevance of estimation of pleural adenosine deaminase(PADA) and serum adenosine deaminase (SADA) levels in-pleural effusion especially in cases of lymphocytic predominant exudative tubercular effusions. Methods:Fifty patients(33 male and 17 female;age:44.12±11.51 years) with pleural effusions were selected to assay adenosine deaminase(ADA) activity in pleural fluid and serum in adjunct to pleural fluid analysis.Effusions were individually classified as transudates or exudates after careful evaluation of all the biochemical parameters of pleural fluid and serum of patients and on the basis of Lights criteria.Cutoff value for PADA was taken as 60U/L and that for pleural/serum ADA ratio(P/S ADA) was 1.8.Results:Fourty -three patients had exudative effusions among which 38 patients had tuberculous pleural effusions and 5 had nontubercular effusions.7 cases were transudates.Mean PADA levels in tubercular group(78.95±25.32 U/ L) were found to be much higher P=0.0000) than nontubercular(23.00±5.22 U/L) group.SADA levels in tubercular group(31.05±6.42 U/L) were significantly higher(P=0.0000)as compared to nontubercular group(15.58±8.35 U/L).PADA cutoff at 60 U/L yielded sensitivity and.specificity of 81.5%and 100%respectively,whereas P/S ADA ratio at 1.8 gave sensitivity and specificity of 84.2% and 75%respectively. A positive correlation(r=0.507,P= 0.001 1)between PADA and SADA was found in tubercular group but no such correlation(r=0.302,P=0.3407)was observed in nontubercular group.Conclusion: The measurement of ADA in tubercular pleural effusions has not only relevance but also a high diagnostic utility when other clinical and laboratory tests are either negative or confusing. 展开更多
关键词 ADENOsINE deaminase(ada) pLEURAL ADENOsINE deaminase(pada) Tubercular pLEURAL EFFUsION p/s ada ratio
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v_p/v_s ESTIMATION IN TIBETAN CRUST FROM INVERSION OF SURFACE WAVE DISPERSIONS
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作者 Wang Yang 《地学前缘》 EI CAS CSCD 2000年第S1期373-373,共1页
We estimated crustal v p/ v s ratio of Tibetan Plateau by combined inversion of Love and Rayleigh wave dispersion data. It is developed by us that the joint inversion methods using both Love and Rayleigh wave dispersi... We estimated crustal v p/ v s ratio of Tibetan Plateau by combined inversion of Love and Rayleigh wave dispersion data. It is developed by us that the joint inversion methods using both Love and Rayleigh wave dispersion data. Thickness and S\|wave velocity of each sub layer are taken from Love wave dispersion data, then P\|wave velocity structure was deduced using Rayleigh wave dispersion data. Densities of sub layers were estimated by the empirical relationships between seismic velocity and rock density. Having S\| and P\|wave velocities, v p/ v s ratio is calculated for each sub layer. Six sub layers in crust of Tibetan Plateau has been identified, which are 0~8km, 8~30km, 30~40km, 40~62km, 62~68km and 68~75km respectively. The S\|wave velocity structure of the Plateau is 3 13, 3 32, 3 15, 3 92, 3 45 and 3 87 km/s for each sub layer; and P\|wave velocities are 6 00, 6 10, 5 72, 6 35, 6 78 and 6 64km/s respectively v p/ v s ratios in sub layers are 1 92, 1 84, 1 82, 1 62, 1 96 and 1 72; and corresponding Poisson ratios are 0 31, 0 29, 0 28, 0 19, 0 32 and 0 24. Our result on Poisson ratios of Tibetan crust was supported by seismic waveform modelling by Rodgers and Schwartz (1998). 展开更多
关键词 TIBETAN plateau V p/ V s ratio poisson ratio of CRUsT surface wave INVERsION
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Inversion of waveforms from Xiangtang borehole seismic array for soil dynamic property
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作者 陈学良 金星 +1 位作者 陶夏新 韦永祥 《Acta Seismologica Sinica(English Edition)》 CSCD 2007年第4期425-434,共10页
In order to understand the site soil response of the Xiangtang borehole seismic array under real strong ground motion, reveal the site response, verify the technique of borehole exploration, and improve the precision ... In order to understand the site soil response of the Xiangtang borehole seismic array under real strong ground motion, reveal the site response, verify the technique of borehole exploration, and improve the precision of in-situ test and laboratory test, this paper presents a new approach, which is composed of two methods. One is the layered site seismic response method, whose layer transform matrix is always real. The other is a global-local optimization technique, which uses genetic algorithm (GA)-simplex method. An inversion of multi-component waveforms of P, SV and SH wave is carried out simultaneously. By inverting the records of three moderate and small earthquakes obtained from the Xiangtang borehole array (2^#) site, the soil dynamic characteristic parameters, including P velocity, damping ratio and frequency-dependent coefficient b, which has not been given in previous literatures, are calculated. The results show that the soil S wave velocity of the Xiangtang 2^# borehole is generally greater than that obtained from the 1994 in-situ test, and is close to the velocity of the 3^# borehole, which is more than 200 m away from the 2^# borehole. Meanwhile, perceptible soil nonlinear behavior under peak ground motion of about 60×10^-2 m/s^2 is detected by the inversion analysis. The presented method can be used for studying the soil response of other borehole array sites. 展开更多
关键词 Xiangtang borehole array inversion analysis soil response p and s wave velocity damping ratio
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