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石油物探2019年 第58卷 第1期~第6期总目次

2019-02-14

石油物探 2019年6期
关键词:反演方法研究

SHIYOU WUTAN

第1期

专家论坛

“两宽一高”地震数据下的宽带波阻抗建模技术 王华忠,郭 颂,周 阳 (1)

深层碳酸盐岩储层含气性检测方法技术研究 曹俊兴,薛雅娟,田仁飞,舒亚祥 (9)

基础研究

含横向喷射流的部分饱和介质的纵波衰减和频散特性研究 赵正阳,印兴耀,宗兆云 (17)

采集方法技术

复杂区域地震采集质量评价技术及其应用 魏新建,李书平,陈德武,王万里,何 欣,李 冬 (27)

处理方法技术

复杂近地表探区静校正量的地表一致性融合技术 王立歆,林伯香 (34)

基于单道SVD和振幅比的地面微地震资料去噪方法 胡永泉,黄建波,田志华,潘树林 (43)

OVT域地震数据规则化技术及应用 李 博 (53)

基于多窗口自适应双边滤波去噪方法研究与应用 彭海龙,邓 勇,赫建伟,刘 兵,王瑞敏 (63)

地震数据POCS插值重建中的一种新型质量控制准则 王本锋,陈小宏,耿建华 (71)

基于点扩散函数的黏声介质反演成像 王雪君,任浩然,江金生,李瀚野 (78)

基于多线程多GPU并行加速的最小二乘逆时偏移算法 柯 璇,石 颖,张 伟,张 振,何 伟 (88)

基于分段快速模拟退火的零偏VSP全波形反演 韩璇颖,印兴耀,曹丹平,梁 锴 (103)

解释方法技术

阿姆河右岸H区块致密碳酸盐岩储层裂缝综合预测 郭 凯,范乐元,李 洋,张 明,张春伟,李丽荣 (112)

基于深度学习的地震岩相反演方法 刘力辉,陆 蓉,杨文魁 (123)

基于90°相移的振幅和频率属性融合法油气检测 郑江峰,彭 刚,孙佳林,甄宗玉 (130)

综合研究与应用

巴中地区千佛崖组致密砂岩储层裂缝与含气性的关系 申珍珍,潘仁芳,金吉能,袁 琪,王丹玲 (139)

塔河油田碳酸盐岩断溶体刻画技术研究与应用 王 震,文 欢,邓光校,丁 维,王 鑫 (149)

第2期

专家论坛

成熟探区物探技术发展方向——以中石油成熟探区为例 董世泰,张 研 (155)

浅谈海上压缩感知地震勘探 黄小刚 (162)

基础研究

二维地震波场的五点八阶超紧致有限差分数值模拟 周诚尧,汪 勇,蔡伟祥,桂志先 (176)

基于CPML-RML组合边界条件粘弹TTI介质旋转交错网格有限差分正演模拟 张奎涛,顾汉明,刘少勇,刘春成,陈宝书,张 立,肖逸飞 (187)

处理方法技术

基于稀疏反演的多道匹配追踪地震信号去噪方法及其应用 任 浩,李宗杰,薛 姣,顾汉明 (199)

基于曲波域稀疏约束的OVT域地震数据去噪方法研究 孙苗苗,李振春,曲英铭,李志娜,李凌云,赵金良,宁 斌 (208)

基于压缩感知的L1范数谱投影梯度算法地震数据重建 兰天维,韩立国,张 良 (219)

基于波动方程转换的时间域多尺度全波形反演速度建模 何兵红,方伍宝,刘定进,胡光辉 (229)

基于复数域波场分解的保幅逆时偏移成像方法 李 博,刘志成,李小爱,许 璐 (237)

平面波最小二乘逆时偏移方法的优化 田文彬,张 凯,李振春 (245)

解释方法技术

基于高精度时频瞬时相位谱的多尺度曲率及其应用 李 勇,张固澜,何承杰,王晓凯,王婷一,殷 瑛,张建军 (253)

基于微地震定位和速度成像的页岩气水力压裂地面微地震监测 缪思钰,张海江,陈余宽,谭玉阳,苗园园,黄振华,王 飞,谢庆明 (262)

基于YPD-Zoeppritz方程的杨氏模量和泊松比直接反演方法 方 圆,张丰麒,李玉凤 (272)

S油田高89区块基于AVO属性的CO2驱油波及范围地震监测 张伟忠,谭明友,张云银,査 明,曲志鹏,马劲风 (285)

沁水盆地南部山西组致密砂岩古构造应力场模拟及裂缝预测 刘 畅,王 翔,赵长虎,尹 帅 (292)

综合研究与应用

中石化下扬子地区油气地震勘探攻关进展及方向 宋桂桥,杨振升,薛 野 (303)

第3期

“两宽一高”专题

“两宽一高”油气地震勘探中的关键问题分析 王华忠 (313)

高维地震数据Wiener中心滤波方法 张力起,张 猛,王华忠,秦广胜 (325)

地震数据高维统计滤波方法 王 福,王华忠 (335)

编码与解码框架下的局部平面波域浅水多次波压制方法 徐 鹏,刘亚辉,王华忠 (346)

透射波旅行时Beam层析成像方法 罗 飞,王华忠,冯 波,彭仁艳,蒋先勇 (356)

反射波层析反演速度建模方法 冯 波,吴成梁,王华忠 (371)

基于数据自适应加权的叠前深度偏移成像方法 吴成梁,王华忠,胡江涛,马建波 (381)

基于高频近似波传播的实用化保真RTM成像方法 周 阳,王华忠 (391)

基于非平稳滤波算子的成像域最小二乘偏移 郭 颂,王华忠,胡江涛 (404)

处理方法技术

一种新的TTI介质多参数联合层析反演方法 郭 恺,杨 林 (412)

基于字典学习和ADMM的地震数据重建 李 慧,韩立国,张 良,贾 帅 (419)

基于奇异值分解的角度域去噪方法 李 江 (427)

用于地震反射数据偏移的反射波方程 陈生昌 (433)

解释方法技术

东海西湖N区块致密砂岩气藏甜点预测研究 李久娣 (444)

焦石坝页岩脆性评价与预测 许 杰,刘坤岩,武清钊 (453)

基于CRP道集优化处理的叠前AVA同步反演技术的应用——以KL9构造区为例 邓吉锋,王改卫,潘 永,李 才 (461)

第4期

专家论坛

近地表结构调查及参数反演综述 沈鸿雁,王 鑫,李欣欣 (471)

基础研究

五对角紧致差分格式优化及二维声波传播波动方程数值模拟 汪 勇,穆鹏飞,蔡文杰,王 鹏,桂志先 (486)

完全匹配层在时域有限元弹性波数值模拟中的应用 覃发兵,高志伟,解皓楠,徐振旺 (499)

处理方法技术

初至拾取中基于超级虚折射干涉的信号加强 梁上林,胡天跃,崔 栋,胡 英,张 研 (509)

基于多尺度分解的微地震噪声压制与初至检测方法研究 唐 杰,温 雷,李 聪,戚瑞轩 (517)

自适应加权混合L1/L2范数匹配相减多次波压制方法 陈习峰,薛永安,黄新武 (524)

一种类RNN的改进ISTA稀疏脉冲反褶积 潘树林,闫 柯,杨海飞,蒋从元,秦子雨 (533)

陆上宽频采集叠后地震资料的小波域提高分辨率应用研究 毛海波,范 旭,杨晓海,黄 坚,陈文超 (541)

基于CEEMDAN的地震信号高分辨率时频分析方法 尚平萍,李 鹏,杨安琪,陈学国 (547)

解释方法技术

宽频地震数据碳酸盐岩叠前储层预测——以滨里海盆地东缘B区块为例 杨 峰,聂 辉,陈洪涛,岳跃龙,曾凡平,申林丽 (555)

水力压裂井中监测方法不对称压裂裂缝分析 田建涛,赵超峰,张 伟,冯 博,李金伟,徐海峰,姚洪亮,赵建宇 (563)

杭锦旗地区盒1段辫状河道构型及心滩半定量地震识别 秦雪霏,齐 荣,李 巍,陈小梅 (572)

AVO技术在哥伦比亚Llanos盆地D区块油气检测中的应用研究 马永强 (580)

综合研究与应用

高密度地震勘探技术在莺歌海盆地M气田岩性勘探中的应用 马光克,李 雷,刘 巍,张合斌,赵 明 (591)

准噶尔盆地巨厚沙漠区地震勘探关键技术及其应用效果 宋桂桥 (600)

套管井瞬变电磁测井在节箍处的响应与几何因子分析 沈建国,舒敦利,沈永进,朱留方,臧德福 (613)

第5期

专家论坛

起伏地表直接成像技术研究进展 曲英铭 (625)

国内陆上“两宽一高”地震勘探技术及发展 宁宏晓,唐东磊,皮红梅,唐传章,唐海忠,张艳红 (645)

基础研究

薄层反透射系数关于射线参数的低阶近似 杨 春,陈本池,翟冠宇,时 磊 (654)

匹配Z变换完全匹配层在孔隙介质弹性波数值模拟中的应用 徐振旺 (661)

基于孔隙结构分类的致密砂岩含水率计算模型——以鄂尔多斯盆地陇东西部延长组长81储层为例 王 谦,石玉江,谭茂金,李高仁 (669)

采集方法技术

基于地震子波相关性分析的采集参数优选方法研究 李志英,姜福豪,胡超俊,李 兆,曹雄伟 (681)

处理方法技术

基于Lucy-Richardson算法和广义S变换的Q值提取 李 波,文晓涛,张懿疆,何 健,黄 伟 (689)

基于包络反演的高低波数同步反演方法 张晓语,杜启振,符力耘 (700)

基于地质统计学的沙漠地区逐点时深曲线静校正方法 潘树林,陈 凯,崔庆辉,秦子雨,闫 柯 (709)

基于四阶互累积量的fast ICA微地震数据噪声压制方法研究 张 敏,王 凯,李振春,赵子越,孙晨曦 (716)

基于深度学习的地震速度谱自动拾取方法 张 昊,朱培民,顾 元,黎孝璋 (724)

基于噪声水平估计的加权核范数最小化噪声压制方法研究 唐 杰,张文征,戚瑞轩,李 聪 (734)

基于随机函数数据重构的分频异常振幅衰减技术在巨厚黄土塬区的应用 陈超群,田媛媛,高 秦,王智茹,惠智雄,罗文山 (741)

解释方法技术

川西侏罗系复杂河道精细刻画及沉积相带识别 刘兴艳,李墨寒,叶泰然 (750)

东海海域深层HG组低渗储层“甜点”预测方法及应用 李久娣,孙 莉,魏水建,贾跃玮 (758)

不同尺度裂缝的叠后地震预测技术研究 梁志强 (766)

基于密度的含噪声角道集波形聚类地震相分析 刘仕友,宋 炜,应明雄,孙万元,汪 锐,牛 悦 (773)

第6期

专家论坛

物探新技术是降低油气勘探开发成本的重要利器 曲寿利 (783)

石油物探智能化发展之路:从自动化到智能化 赵改善 (791)

处理方法技术

近地表复杂区早至波全波形反演建模技术与应用 胡光辉,杜泽源,何兵红,孙思宇 (811)

一种基于改进快速扫描法的多尺度近地表层析方法 蔡杰雄,王静波 (819)

二维VTI介质qP波斜率层析方法 谷巍巍,杨 锴,王 潇 (828)

山前带复杂浅表层建模研究 黄 鹏,殷厚成,薛维忠,曾昭翰,彭代平,肖云飞 (837)

标志层控制的静校正方法在巨厚黄土塬地区的应用 邬达理,李 洋,刘卫华,余青露,邹少峰 (846)

基于L1/2正则化理论的地震稀疏反褶积 康治梁,张雪冰 (855)

顺北超深断控体地震多信息约束速度建模 朱立华,马灵伟,白英哲,蔡杰雄,高厚强 (864)

正交各向异性介质多参数建模方法研究 郭 恺,张永升,冯彦彬 (874)

TTI各向异性地震成像技术及其在页岩气勘探中的应用 杨勤勇,郭 恺,李 博,刘小民 (882)

三维数据域最小二乘逆时偏移技术研究 刘定进,张永升,段心标,陶永慧 (890)

解释方法技术

岩溶缝洞储集体地震聚焦成像与充填速度检测 王世星,许 凯,唐金良 (898)

顺北走滑断裂-断溶体物理模拟及地震响应特征分析 司文朋,薛诗桂,马灵伟,赵 群,焦艳艳,王辉明,刘东方 (911)

压裂改造裂缝网络构建技术及其应用 杨小慧,林正良,丁 圣,杨心超,余 波 (920)

页岩地层的破裂压力地震预测方法 马 妮,林正良,胡华锋,周 单,王世星 (926)

GEOPHYSICALPROSPECTINGFORPETROLEUM

Vol.58 No.1~6 2019

CONTENTS

NO.1

ExpertForum

Broadband acoustic impedance model building for broadband,wide-azimuth,and high-density seismic dataWANGHuazhong,GUOSong,ZHOUYang(1)

Advances in hydrocarbon detection in deep carbonate reservoirsCAOJunxing,XUEYajuan,TIANRenfei,SHUYaxiang(9)

BasicResearch

Attenuation and dispersion characteristics of P wave in partially-saturated media with transverse squirt flowZHAOZhengyang,YINXingyao,ZONGZhaoyun(17)

AcquisitionMethod

Evaluation of seismic acquisition quality in complex areaWEIXinjian,LIShuping,CHENDewu,WANGWanli,HEXin,LIDong(27)

ProcessingMethod

Surface-consistent integration of different versions of statics in complicated near surfaceWANGLixin,LINBoxiang(34)

Ground microseismic data denoising based on single-channel singular value decomposition and amplitude ratioHUYongquan,HUANGJianbo,TIANZhihua,PANShulin(43)

Seismic data regularization in the OVT domain and its applicationLIBo(53)

Post-stack seismic data denoising based on multi-window adaptive bilateral filtering and its applicationPENGHailong,DENGYong,HEJianwei,LIUBing,WANGRuimin(63)

A novel quality control criterion in the POCS interpolation of seismic dataWANGBenfeng,CHENXiaohong,GENGJianhua(71)

Inversion imaging based on point spreading function for visco-acoustic mediumWANGXuejun,RENHaoran,JIANGJinsheng,LIHanye(78)

Least-squares reverse time migration based on multi-thread and multi-GPU parallel accelerationKEXuan,SHIYing,ZHANGWei,ZHANGZhen,HEWei(88)

Zero-offset VSP velocity inversion with FWI using segmented fast simulated annealingHANXuanying,YINXingyao,CAODanping,LIANGKai(103)

InterpretationMethod

Comprehensive prediction of fracture of tight carbonate reservoir in the H Block of Amu Darya Right Bank,TurkmenistanGUOKai,FANLeyuan,LIYang,ZHANGMing,ZHANGChunwei,LILirong(112)

Seismic lithofacies inversion based on deep learningLIULihui,LURong,YANGWenkui(123)

Fusing amplitude and frequency attributes for hydrocarbon detection using 90° phase shift dataZHENGJiangfeng,PENGGang,SUNJialin,ZHENZongyu(130)

ComprehensiveResearch

Relationship between gas bearing capacity and fractures of tight sandstone reservoir in Qianfoya formation in Bazhong area,ChinaSHENZhenzhen,PANRenfang,JINJineng,YUANQi,WANGDanling(139)

Fault-karst characterization technology in the Tahe Oilfield,ChinaWANGZhen,WENHuan,DENGGuangxiao,DINGWei,WANGXin(149)

NO.2

ExpertForum

Geophysical technical development direction of mature exploration areas:A case study from a mature exploration area of PetroChinaDONGShitai,ZHANGYan(155)

Offshore seismic exploration based on compressive sensingHUANGXiaogang(162)

BasicResearch

Numerical simulation of 2D seismic wavefield using fifth-point eighth-order super compact difference schemeZHOUChengyao,WANGYong,CAIWeixiang,GUIZhixian(176)

Rotated staggered grid finite difference forward modeling for wave propagation in viscoelastic TTI media based on CPML-RML combined boundary conditionZHANGKuitao,GUHanming,LIUShaoyong,LIUChuncheng,CHENBaoshu,

ZHANGLi,XIAOYifei(187)

ProcessingMethod

Multichannel matching pursuit based on sparse inversion for seismic data denoising and its applicationRENHao,LIZongjie,XUEJiao,GUHanming(199)

A seismic denoising method based on curvelet transform with sparse constraint in OVT domainSUNMiaomiao,LIZhenchun,QUYingming,LIZhina,LILingyun,ZHAOJinliang,NINGBin(208)

Seismic data reconstruction based on spectral projection gradient L1 algorithm via compressive sensingLANTianwei,HANLiguo,ZHANGLiang(219)

Velocity building by multi-scale full waveform inversion with time-domain wave equation transformHEBinghong,FANGWubao,LIUDingjin,HUGuanghui(229)

Wavefield decomposition in complex domain-based amplitude-preserved reverse time migrationLIBo,LIUZhicheng,LIXiaoai,XULu(237)

Optimization of plane wave least squares reverse time migrationTIANWenbin,ZHANGKai,LIZhenchun(245)

InterpretationMethod

Multiscale curvature via high-precision time-frequency instantaneous phase spectrum and its applicationLIYong,ZHANGGulan,HEChengjie,WANGXiaokai,WANGTingyi,YINYing,ZHANGJianjun(253)

Surface microseismic monitoring of shale gas hydraulic fracturing based on microseismic location and tomographyMIAOSiyu,ZHANGHaijiang,CHENYukuan,TANYuyang,MIAOYuanyuan,HUANGZhenhua,

WANGFei,XIEQingming(262)

Direct inversion of Young’s modulus and Poisson’s ratio based on the YPD-Zoeppritz equationFANGYuan,ZHANGFengqi,LIYufeng(272)

Seismic detection of the CO2flooding extent based on the AVO attributes in the G89 area in S oilfield,ChinaZHANGWeizhong,TANMingyou,ZHANGYunyin,ZHAMing,QUZhipeng,MAJinfeng(285)

Paleotectonic stress field simulation and fracture prediction of tight sandstone in the Shanxi Formation,southern Qinshui Basin,ChinaLIUChang,WANGXiang,ZHAOChanghu,YINShuai(292)

ComprehensiveResearch

Progress and direction of seismic exploration in the SINOPEC Lower Yangtze area,ChinaSONGGuiqiao,YANGZhensheng,XUEYe(303)

NO.3

SpecialSection:Wide-Azimuth,high-densityandbroadbandseismicexplorationtechnology

Key problem analysis in seismic exploration based on wide-azimuth,high-density,and broadband seismic dataWANGHuazhong(313)

Centralized Wiener filtering for high-dimensional seismic dataZHANGLiqi,ZHANGMeng,WANGHuazhong,QINGuangsheng(325)

A high-dimensional statistical filtering method for seismic dataWANGFu,WANGHuazhong(335)

Shallow water multiple suppression method in local planar wave domain based on coding and decoding frameworkXUPeng,LIUYahui,WANGHuazhong(346)

Beam tomography based on transmission traveltimeLUOFei,WANGHuazhong,FENGBo,PENGRenyan,JIANGXianyong(356)

Velocity model building using reflection tomographyFENGBo,WUChengliang,WANGHuazhong(371)

Pre-stack depth migration based on data-adaptive weightingWUChengliang,WANGHuazhong,HUJiangtao,MAJianbo(381)

On practical implementation of amplitude-preserving reverse time migration based on asymptotic approximationZHOUYang,WANGHuazhong(391)

Least-squares migration in image domain using nonstationary matching filterGUOSong,WANGHuazhong,HUJiangtao(404)

ProcessingMethod

A new multi-parameter joint tomography inversion method for TTI mediumGUOKai,YANGLin(412)

Seismic data reconstruction using dictionary learning and the alternating direction method of multipliersLIHui,HANLiguo,ZHANGLiang,JIAShuai(419)

Seismic denoising in the angle domain based on singular value decompositionLIJiang(427)

Reflection wave equations for the migration of seismic reflected dataCHENShengchang(433)

InterpretationMethod

“Sweet Spot” prediction of a tight sandstone gas reservoir in the N Block in Xihu Sag,ChinaLIJiudi(444)

Evaluation and prediction of shale brittleness in the Jiaoshiba areaXUJie,LIUKunyan,WUQingzhao(453)

Prestack AVA simultaneous inversion based on optimized CRP gathers:A case study from the KL9 tectonic region,ChinaDENGJifeng,WANGGaiwei,PANYong,LICai(461)

NO.4

ExpertForum

Near-surface structure survey and parameter inversion reviewSHENHongyan,WANGXin,LIXinxin(471)

BasicResearch

Optimized pentadiagonal compact finite difference scheme and 2D acoustic equation numerical simulationWANGYong,MUPengfei,CAIWenjie,WANGPeng,GUIZhixian(486)

Application of perfectly matched layer in time-domain finite-element elastic wave modelingQINFabing,GAOZhiwei,XIEHaonan,XUZhenwang(499)

ProcessingMethod

Signal enhancement based on super-virtual refraction interferometry in first arrival pickupLIANGShanglin,HUTianyue,CUIDong,HUYing,ZHANGYan(509)

Microseismic noise suppression and onset detection method based on ICEEMDTANGJie,WENLei,LICong,QIRuixuan(517)

Adaptive subtraction for multiples suppression using hybrid L1/ L2 normCHENXifeng,XUEYongan,HUANGXinwu(524)

A sparse spike deconvolution method based on Recurrent Neural Network like improved Iterative Shrinkage Thresholding

AlgorithmPANShulin,YANKe,YANGHaifei,JIANGCongyuan,QINZiyu(533)

Application research on improving the resolution of broadband land post-stack seismic data in wavelet domainMAOHaibo,FANXu,YANGXiaohai,HUANGJian,CHENWenchao(541)

Seismic high-resolution time-frequency analysis based on CEEMDANSHANGPingping,LIPeng,YANGAnqi,CHENXueguo(547)

InterpretationMethod

Carbonate reservoir prediction with broadband seismic data:A case study from the East Block B of Pre-Caspian BasinYANGFeng,NIEHui,CHENHongtao,YUEYuelong,ZENGFanping,SHENLinli(555)

Analysis of asymmetric hydraulic fracture for borehole microseismic monitoringTIANJiantao,

ZHAOChaofeng,ZHANGWei,FENGBo,LIJinwei,XUHaifeng,YAOHongliang,ZHAOJianyu(563)

Braided channel architecture analysis and semi-quantitative seismic prediction for channel bars in P1x1 of the Hangjinqi area,

Ordos basin,ChinaQINXuefei,QIRong,LIWei,CHENXiaomei(572)

Application of the AVO technique in oil and gas detection in block D,Llanos basin,ColombiaMAYongqiang(580)

ComprehensiveResearch

Application of high-density seismic acquisition technology for lithological exploration of M gas field in the Yinggehai BasinMAGuangke,LILei,LIUWei,ZHANGHebin,ZHAOMing(591)

Key techniques of seismic exploration in the desert area with very thick low-velocity layer of Junggar Basin,ChinaSONGGuiqiao(600)

Response of casing hoop and geometry factor to transient electromagnetic logging in cased wellsSHENJianguo,SHUDunli,SHENYongjin,ZHULiufang,ZANGDefu(613)

NO.5

ExpertForum

Research progress of topographic imaging methodsQUYingming(625)

The technology and development of “WBH” seismic exploration in land,ChinaNINGHongxiao,TANGDonglei,PIHongmei,TANGChuanzhang,TANGHaizhong,ZHANGYanhong(645)

BasicResearch

Low-order approximation of thin-layer reflection and transmission coefficients with respect to ray parametersYANGChun,CHENBenchi,ZHAIGuanyu,SHILei(654)

Application of matched Z-transform perfectly matched layers in the numerical modeling of elastic waves in porous mediaXUZhenwang(661)

Calculation model of water cut for tight sandstone based on pore structure classification:A case study from Chang 81Reservoir in the Yanchang Formation in the Ordos Basin,ChinaWANGQian,SHIYujiang,TANMaojin,LIGaoren(669)

AcquisitionMethod

Determination of an acquisition parameter based on wavelet correlation analysis of raw shot dataLIZhiying,JIANGFuhao,HUChaojun,LIZhao,CAOXiongwei(681)

ProcessingMethod

Combined generalized S transform and Lucy-Richardson algorithm forQ-value extractionLIBo,WENXiaotao,ZHANGYijiang,HEJian,HUANGWei(689)

High and low wavenumber synchronous inversionZHANGXiaoyu,DUQizhen,FULiyun(700)

A point-by-point time-depth curve static correction method based on geostatisticsPANShulin,CHENKai,CUIQinghui,QINZiyu,YANKe(709)

Noise suppression of microseismic data based on fourth-order mutual cumulants and Fast ICA methodsZHANGMin,WANGKai,LIZhenchun,ZHAOZiyue,SUNChenxi(716)

Velocity auto-picking from seismic velocity spectra based on deep learningZHANGHao,ZHUPeimin,GUYuan,LIXiaozhang(724)

Seismic data denoising by weighted nuclear norm minimization based on noise estimationTANGJie,ZHANGWenzheng,QIRuixuan,LICong(734)

Frequency-division abnormal amplitude attenuation after data reconstruction based on random function and its application in the very thick loess tableland area,Ordos BasinCHENChaoqun,TIANYuanyuan,GAOQin,WANGZhiru,HUIZhixiong,LUOWenshan(741)

InterpretationMethod

Fine characterization of complicated channels in western Sichuan and identification of sedimentary faciesLIUXingyan,LIMohan,YETairan(750)

“Sweet Spot” prediction and its application in the low permeability reservoir of the deep HG formation in the East China SeaLIJiudi,SUNLi,WEIShuijian,JIAYuewei(758)

Poststack seismic prediction techniques for fractures of different scalesLIANGZhiqiang(766)

Seismic facies analysis for angle gathers based on DBSCAN waveform clusteringLIUShiyou,SONGWei,YINGMingxiong,SUNWanyuan,WANGRui,NIUYue(773)

NO.6

ExpertForum

New geophysical exploration technology:An important tool to reduce the cost of oil and gas exploration and developmentQUShouli(783)

Road to intelligent petroleum geophysical exploration:From automatic to intelligentZHAOGaishan(791)

ProcessingMethod

Full waveform inversion based on early arrival waves and its application in complex near-surface areaHUGuanghui,DUZeyuan,HEBinghong,SUNSiyu(811)

A multi-scale near-surface tomography method based on an improved FSMCAIJiexiong,WANGJingbo(819)

2D qP-wave slope tomography in VTI mediaGUWeiwei,YANGKai,WANGXiao(828)

Modeling of complex near-surface in piedmont zoneHUANGPeng,YINHoucheng,XUEWeizhong,ZENGZhaohan,PENGDaiping,XIAOYunfei(837)

A marker-layer-controlled static correction method in thick loess tablelandWUDali,LIYang,LIUWeihua,YUQinglu,ZOUShaofeng(846)

Seismic sparse deconvolution based on L1/2regularizationKANGZhiliang,ZHANGXuebing(855)

Velocity modeling of an ultra-deep fault-controlled reservoir in Shunbei area,China,using a multi-information constraintZHULihua,MALingwei,BAIYingzhe,CAIJiexiong,GAOHouqiang(864)

Multi-parameter modeling of orthotropic mediaGUOKai,ZHANGYongsheng,FENGYanbin(874)

Application of TTI anisotropic seismic imaging in shale gas explorationYANGQinyong,GUOKai,LIBo,LIUXiaomin(882)

Three-dimensional data domain least-squares reverse time migrationLIUDingjin,ZHANGYongsheng,DUANXinbiao,TAOYonghui(890)

InterpretationMethod

Seismic focused imaging and filling-velocity prediction of karst fracture-cavern reservoirsWANGShixing,XUKai,TANGJinliang(898)

Physical modeling and analysis of the characteristics of the seismic response of strike-slip faults and the associated fracture-dissolution reservoirs in the Shunbei areaSIWenpeng,XUEShigui,MALingwei,ZHAOQun,JIAOYanyan,WANGHuiming,LIUDongfang(911)

A method for building a fracture network and its applicationYANGXiaohui,LINZhengliang,DINGSheng,YANGXinchao,YUBo(920)

A seismic-based prediction method for fracture pressure in a shale formationMANi,LINZhengliang,HUHuafeng,ZHOUDan,WANGShixing(926)

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