2023年第58卷总目次

第一期

·智能地球物理·

应用长短期记忆循环神经网络的弱反射信号增强方法·······························隋京坤，陈胜，郑晓东，胡天跃（1）

基于物理信息驱动神经网络的三维初至波旅行时计算方法···················都国宁，谭军，宋鹏，解闯，王绍文（9）

融合部分卷积和注意力机制对抗网络模型的地震数据重建·············································冯永基，陈学华（21）

基于物理约束U-Net 网络的地震数据低频延拓··········································张岩，周一帆，宋利伟，董宏丽（31）

基于半监督高斯混合模型与梯度提升树的砂岩储层相控孔隙度预测·······················································································魏国华，韩宏伟，刘浩杰，李明轩，袁三一（46）

利用Encoder-Decoder 框架的深度学习网络实现绕射波分离及成像·······································马铭，包乾宗（56）

利用先验信息约束的深度学习方法定量预测致密砂岩“甜点”············王迪，张益明，张繁昌，丁继才，牛聪（65）

·采集技术·

基于动态惩罚加权的浅水OBN 直达波与折射波初至联合二次定位方法··················马力，李庆春，马见青（75）

南疆沙漠区超深层高密度地震采集方法········································································徐雷良，宋智强（83）

基于DEM 数据体的山地地形地类划分方法及在物探经济技术评价中的应用··············································································杨连刚，江民，潘树林，罗新生，宋金鹏，罗姜民（93）

·处理技术·

自适应变分模态分解同态反褶积方法·················································卫泽，潘树林，程祎，苟其勇，王畅（105）

叠前散射波形态滤波分离方法································································张羽茹，张志军，李尧，肖广锐（114）

频率—慢度域延拓关键参数优化的鬼波压制方法··················································青杰，顾汉明，王建花（121）

·地震模拟·

柱对称条件下地震面波波场正演研究··································································熊嫘，孙成禹，蔡瑞乾（133）

·岩石物理·

基于高温高压电频谱实验的煤层含水饱和度评价方法··················································黄航，许巍，魏然（145）

基于孔隙结构自动拾取含水饱和度模型参数的新方法···················司兆伟，徐风，赵文君，彭洪立，刘堂晏（152）

·微地震·

水平井压裂微地震监测成果的不对称性分析·····························董文波，桂志先，王亚楠，张和排，靳鹏飞（161）

·综合研究·

钙质砂岩强轴影响下的深水扇储层预测技术····························黄饶，侯昕晔，牛聪，纪沫，叶云飞，王志红（170）

井震数据联合驱动下砂体叠置模式构建技术及应用——以WX 油田东北部姚家组葡萄花油层为例·································徐世东，陈书平，薛佳雯，孔令华（178）

应用地震属性主成分分析识别古河道·······················································张家乐，程冰洁，徐天吉，雍林（190）

四川盆地长兴组遂宁高带礁滩体储层预测方法·························姚军，陈祥忠，周刚，谭开俊，乐幸福，徐亮（196）

·测井技术应用·

基于波幅定量化的潜山储层有效性评价····················································································张国强（206）

基于岩石物理相的深层页岩气地质—工程甜点参数测井评价方法——以四川盆地LZ 区块五峰组—龙马溪组为例··············张少龙，闫建平，郭伟，钟光海，黄毅，李志鹏（214）

·非地震·

空间一波数域二维强磁场及其梯度张量数值模拟研究········戴世坤，冉应强，张莹，陈轻蕊，凌嘉宣，贾金荣（228）

·综述·

川南地区深层页岩气地球物理勘探技术新进展与攻关方向·····张少华，邓小江，冯许魁，巫芙蓉，杨晓，管敏（238）

·消息·

更正················································································································································（45）

沉痛悼念中国工程院院士李庆忠先生··································································································（104）

《中国陆相油藏开发地震技术与实践》出版发行····················································································（249）

2023年《石油地球物理勘探》征订单····································································································（250）

·人物介绍·

石油地质学家 康南昌······················································································································（插1）

第二期

·智能地球物理·

面向地震波初至智能拾取的超分辨率深度残差方法研究·····李建平，张硕伟，丁仁伟，麻晓敏，赵俐红，赵硕（251）

基于稀疏强特征提取的三维地震数据完备方法法··················崔雪鹏，黄捍东，罗亚能，成锁，郝亚炬，崔刚（263）

基于深度学习的相对地质时间体估计方········································李海山，杨午阳，伍新明，魏新建，许鑫（277）

应用双向长短时记忆神经网络的微地震信号降噪方法······································李佳，王维波，盛立，高明（285）

·采集技术·

基于锤击和多级井中检波器接收微测井的近地表Q值调查方法···············································································郭念民，周旭，徐凯驰，王彦峰，吕景峰，段孟川（295）

利用折射波的海底节点地震三分量检波器重定向方法········································闫凯鑫，王芷琪，李庆春（305）

·处理技术·

应用波形拟合的炸药震源记录起跳点时间拾取方法···············张一鸣，陈璐，袁燎，刘亿伟，肖光伟，纪国森（315）

复杂构造转换波静校正方法研究及应用····························钱忠平，孙鹏远，熊定钰，牛悦，李建峰，陈海峰（325）

应用快速POCS 算法的非均匀地震数据重建···················董烈乾，张慕刚，汪长辉，安学勇，郭振兴，范红光（334）

基于构造导向滤波的多道反褶积方法及应用·····································王万里，李海山，魏新建，王伟，李琳（340）

基于可调因子 Gabor 小波变换的地震高分辨处理方法············赵桠松，杨平，许辉群，黄鑫鹏，聂荣，杨梦琼（345）

·偏移成像·

基于区域分解的3D 弹性波全波形反演并行实现策略··································秦宁，梁鸿贤，郭振波，李振春（351）

·综合研究·

基于分频智能反演的曲流河点坝与废弃河道识别·····················李洪辉，岳大力，李伟，郭长春，李响，吕梅（358）

利用五维数据直接提取裂缝型储层参数····················································张洪学，印兴耀，李坤，许孝凯（369）

海上少井条件下低渗薄礁滩灰岩储层甜点定量解释——以珠江口盆地A 油田为例······················································································郭飞，李黎，董政，蒋玉婷，沈水荣，张永江（381）

神经网络反演在火山岩储层预测中的应用·······························李素华，余洋，李蓉，卢齐军，赵黔荣，朱兰（392）

花岗岩潜山裂缝型储层多尺度建模与应用····························姜晓宇，宋涛，甘利灯，杜文辉，李贤兵，徐雷（403）

应用组稀疏正则化反演的高分辨率自适应Gabor 时频分析方法·························································································郝亚炬，张华，张生，张红静，张鹏，朱宝衡（412）

VSP 资料在盐穴储气库构造特征描述中的应用······························李霖林，上官拴通，付检刚，刘旭，侯巍（422）

·测井技术应用·

基于裂缝柔度和地应力模型的声电测井正、反演方法及应用······张恒荣，肖立志，曾少军，汤翟，袁伟，杨冬（431）

·岩石物理·

松辽盆地北部古中央隆起带基底岩石弹性参数测试及特征分析···························戴世立，王力娟，辛朝坤（443）

·非地震·

基于非结构外推多重网格法的带地形二维大地电磁各向异性有限元正演··················································································潘克家，韩旭，王鹏德，王晋轩，肖晓，张林成（454）

海洋可控源电磁法三维模拟电性模型研究····························赵云生，何展翔，高妍，张朔宁，袁慧，张向宇（469）

带约束的一维时频电磁联合反演研究·······················································齐治澎，汤文武，何展翔，张力（477）

·消息·

2023年《石油地球物理勘探》征订单····································································································（484）

·人物介绍·

地球物理学家 李培明······················································································································（插1）

第三期

·智能地球物理·

波动方程正演引导的深度学习地震波形反演··········································段友祥，崔乐乐，孙歧峰，杜启振（485）

砂样岩屑图像特征的岩性智能高效识别········································夏文鹤，谢万洋，唐印东，李皋，韩玉娇（495）

基于双注意力U-Net 网络的提高地震分辨率方法···················李学贵，周英杰，董宏丽，吴钧，徐刚，王如意（507）

基于LinkNet 的地震相自动划分····················································································陈海洋，汪玲玲（518）

沉积相智能地震识别技术研究及应用···············································杨存，孟贺，叶月明，雍学善，常德宽（528）

基于Yolox 算法的碳酸盐岩储层溶洞“串珠状”异常反射智能检测······················································································张傲，李宗杰，刘军，闫星宇，李伟，顾汉明（540）

·采集技术·

三维地震观测系统OVT 属性评价方法··········································瞿长青，李传强，蒋先勇，张松平，王莉（550）

南疆沙漠区单炮记录间品质差异的原因分析及解决方法····················································张伟，宋智强（558）

·处理技术·

基于L1范数正则化约束的叠前数据衰减补偿方法·······················程万里，王守东，孟巾钰，王梓旭，张俊杰（567）

零相位合成记录约束下利用匹配滤波实现频变剩余相位校正·························明君，周建科，彭刚，王建立（580）

Bayes 决策理论下的速度谱智能化解释及建模方法·························伍国富，肖明图，王华忠，凌越，赵玉合（590）

杂交粒子群优化算法反演瑞雷面波频散曲线·························陈昊，李红星，李涛，艾寒冰，张嘉辉，戴田宇（598）

OBN 数据三分量重定向分析与质控·······························张义况，张少半，打鹏恐，钱忑十，于建峰，李晓宇（610）

基于Gabor 纹理学习的地震数据重建算法······································贾永娜，吴杰，王国伟，田玲玲，顾军华（617）

一种数据驱动的面波预测和自适应衰减方法······························孙郧松，李培明，郭振波，王文闯，李国发（626）

·地震模拟·

倾斜正交各向异性介质中多次反射qP 波射线追踪·········································王迪，吴翔，白超英，李兴旺（632）

应用自适应变网格紧致差分的地震波数值模拟及逆时偏移·························陈亮，黄建平，王自颖，慕鑫茹（641）

·偏移成像·

基于P/S 波解耦和上下行波分离的二维VTI 介质弹性波逆时偏移······················································································李映艳，张乐乐，陈刚，李维，张方，宋斯宇（651）

基于深度偏移角道集共聚焦分析的炮域炮检距矢量片优化叠加方法·························································································汤聪，符力耘，陈康，肖寒，曾鸣，马智超（660）

·综合研究·

自适应优化参数模拟退火的叠前地震联合反演方法··········································郭强，雒聪，刘红达，黄剑（670）

横向二阶导数TV 正则化三维反射系数反演······················郝亚炬，张鹏，文晓涛，张红静，朱宝衡，戴已晨（680）

稀疏广义S 变换及其在储层地震低频异常检测中的应用·················刘俊杰，陈学华，吴昊杰，张杰，姜晓敏（690）

曲流河道井震联合识别技术及应用——以大庆长垣西部斜坡区为例·········································杨春生，杨会东，杨莹彬，陈宝玉，张秀丽（700）

多分量地震资料在识别隐蔽河道砂岩中的应用·····················张明，甘利灯，尉晓玮，张昕，孙夕平，于永才（713）

·非地震·

时频电磁与大地电磁数据联合反演···············································胡祖志，刘雪军，王志刚，何展翔，杨俊（720）

均匀磁化直立长方体磁力三阶梯度张量无解析奇点正演计算公式研究···························································································王震，杜劲松，钱博浩，袁常青，胡正旺（728）

基于 CEEMDAN 和ICA 的油气勘探大地电磁噪声消除方法·····································曹小玲，唐新功，蒋涛（740）

·消息·

《石油地球物理勘探》第十七届编委会会议纪要····················································································（751）

本刊获中国石油天然气集团有限公司优秀科技期刊奖··········································································（752）

·人物介绍·

石油地质学家 徐礼贵······················································································································（插1）

第四期

·智能地球物理·

应用自编码—解码架构的ConvGRU 网络空变子波提取方法·······戴永寿，李泓浩，孙伟峰，宋建国，孙家钊（753）

加权全变分正则化与ADMM 求解的无监督地震数据随机噪声压制方法·········王婧，陈睿，马小琴，吴帮玉（766）

基于去噪卷积神经网络的异常振幅压制方法····················································范承祥，郭宏伟，苑益军（780）

·采集技术·

基于F-J 法微动探测的表层结构调查······································赵容容，杨振涛，任承豪，周鑫，王轶，陈伟（789）

·处理技术·

基于相对熵准则的CMP 道集Q扫描·············································································李鹏辉，王华忠（801）

计算水平层状VTI 介质中P 波旅行时的近似公式······························································魏建，孙祥娥（812）

基于层次聚类多道奇异谱分析的地震数据同时重建与去噪方法·························曹静杰，许昌昊，朱跃飞（818）

应用闪电连接过程优化算法反演多阶瑞雷波频散曲线··········付宇，艾寒冰，姚振岸，李红星，田宵，张杏棉（830）

·地震模拟·

基于正交贴体网格的黏弹介质地震波模拟···································刘志强，黄磊，李钢柱，牛兴国，张晓萌（839）

三维背景噪声数值模拟及频散曲线验证··········································霍科宇，邵广周，王国顺，白帅，吴华（847）

2D/3D 起伏地表多震相地震波走时的因式分解程函方程算法·················································································张云，李夕海，白超英，牛超，王艺婷，曾小牛（857）

·偏移成像·

基于上下行波分解的分数阶拉普拉斯算子黏滞声波逆时偏移成像方法···············王喜鹏，张庆臣，毛伟建（872）

基于照明补偿的变“子波”模拟成像方法··························焦峻峰，赵爱国，廉西猛，崔庆辉，孙成禹，吴涵（883）

·岩石物理·

考虑压力的深部页岩储层地震岩石物理建模方法及应用···························武陈月，印兴耀，印林杰，李坤（893）

渗透率各向异性条件下裂缝介质地震频散、衰减及各向异性分析···姜晓敏，陈学华，吴昊杰，罗鑫，刘俊杰（902）

·微地震·

微地震监测在油气藏型储气库地质体完整性评价中的应用·······廖伟，魏路路，罗海涛，张士杰，徐刚，陈龙（913）

·综合研究·

少井区烃源岩叠前地震反演预测方法·····································张卫卫，林鹤鸣，罗明，肖张波，罗伟，高丹（922）

基于法向阻抗分量的P-P 波反射系数近似表达与纵横波阻抗反演···········王升荣，孙成禹，蔡瑞乾，杜燚镜（933）

基于BISQ 模型的储层物性参数贝叶斯反演方法··················曲志鹏，温瑨，韩宏伟，步帆，王兴谋，朱剑兵（942）

基于HTI 介质走时反演的各向异性参数建模与AVAZ 反演·············································································周城，杨宇勇，周怀来，王元君，陶柏丞，余沛林（949）

根据低角度前积地震反射特征划分分流砂坝型浅水三角洲相带·····················································周琨（961）

“T/C-P 不整合双地层结构”的压实—离心流渗滤作用与油气富集——以准噶尔盆地玛东斜坡区三叠系百口泉组为例···········孟祥超，齐洪岩，陈扬，窦洋，郭华军，彭博（970）

·地震地质·

南堡凹陷1 号构造带帚状构造特征及其地质意义··········································孙永河，刘露，孟令箭，马妍（983）

·非地震·

基于曲波压缩的重磁异常三维反演及其应用····················································张恒磊，耿美霞，胡祥云（993）

基于无单元局部弱式法的2.5 维直流电阻率正演·············麻昌英，闫玲玲，姚振岸，柳建新，赵文学，周聪（1002）

三维广域电磁法自适应有限元正演···································周峰，徐锦通，张志勇，蓝泽鸾，陈辉，汤洪志（1017）

·人物介绍·

地球物理学家 雍学善···················································································································（插 1）

第五期

·智能地球物理·

融合注意力机制的二维卷积神经网络测井曲线重构方法·····翟晓岩，高刚，李勇根，陈冬，桂志先，王之桢（1031）

电阻率测井成像图井壁裂缝智能识别与分割方法········夏文鹤，朱喆昊，韩玉娇，杨燚恺，林永学，吴雄军（1042）

·采集技术·

一种混叠激发控制时间产生方法·······································································甘志强，孙祥娥，魏建（1053）

·处理技术·

信号自适应识别吸收补偿方法·······························································马雄，李国发，刘立彬，桂志先（1062）

一种新的K-SVD 字典学习地震数据去噪方法·····································周子翔，吴娟，袁成，白敏，桂志先（1072）

·地震模拟·

速度—应力声波方程混合交错网格有限差分数值模拟及逆时偏移············································································胡自多，刘威，宋家文，曾庆才，田彦灿，韩令贺（1084）

·偏移成像·

应用球型差分模板的低秩有限差分法纯qP 波逆时偏移·······杨礼胜，黄金强，高国超，夏鹏，何云川，吴浩（1101）

基于FCM 聚类模型约束的二维初至旅行时反演··························刘佳成，张志勇，周钦渊，李曼，李红立（1115）

一种基于Q层析技术的速度建模方法及应用··························朱金平，周强，李若禹，陈伟，尹文捷，王磊（1124）

应用阈值控制的弹性波高斯束偏移方法·····························孟繁琨，李振春，付继有，张凯，徐学成，刘强（1133）

基于单程波算子的全波场最小二乘偏移方法···························叶月明，钟世超，范国章，任浩然，王兆旗（1142）

·岩石物理·

水力压裂页岩激电特征与各向异性实验研究··········································童小龙，严良俊，向葵，谭功贤（1152）

·微地震·

基于优化波形叠加的井中微地震定位方法·····························毛庆辉，陈君武，王鹏，钟雨，祖满，桂志先（1164）

·综合研究·

联合经验模态分解反褶积与构造导向约束滤波的叠后处理技术及应用················································································邵佳，巫芙蓉，刘志刚，张菁蕾，周畅，赵明坤（1173）

砂砾岩岩性油气藏“甜点”储层地震预测技术及应用效果——以环玛湖凹陷西斜坡区黄羊泉扇体百口泉组二段砂砾岩为例················································································陈永波，杨超，马斯骏，茹琦，陈雪珍，王晓辉（1182）

相控叠前地质统计学反演在剩余油预测中的应用···························王朋，徐立恒，杨会东，黄勇，周铁军（1192）

采用 PSO 算法的页岩气水平井 DTS 数据反演方法············罗红文，艾文斌，李海涛，向雨行，张琴，李颖（1202）

基于叠前概率反演的致密砂岩甜点直接预测方法················赵晨，金凤鸣，韩国猛，郭淑文，邢兴，刘鸿洲（1211）

·地震地质·

琼东南盆地砂岩侵入体成因及其对天然气水合物成藏的影响····················································································黄进，王任，任金锋，石万忠，何玉林，杜浩（1220）

·非地震·

基于噪声扰动下重力二阶垂向导数与归一化磁源强度的重磁相关性分析——以相山铀矿田为例···································································王彦国，田野，邓居智，葛坤朋（1231）

基于三维数值模拟的激电法差分装置响应特征分析········凌嘉宣，陈志芳，邓维，戴世坤，周印明，陈轻蕊（1244）

基于激光雷达数字高程模型的重力勘探地形改正方法·························邱隆君，孙诚业，杨亚斌，吴新刚（1255）

·综述·

基于深度学习的地震随机噪声衰减方法研究进展···················崔扬，王燕楠，陈万利，张虹，朱丹丹，白敏（1269）

纵波与横波反演能力对比·················································代福材，张峰，钱忠平，孙鹏远，邹振，李向阳（1284）

·人物介绍·

地球物理学家 王华忠···················································································································（插 1）

第六期

·智能地球物理·

深度神经网络三维地震断层解释损失函数对比····································张苗苗，吴帮玉，马德波，王治国（1299）

基于深度学习的子波整形反褶积方法········································倪文军，刘少勇，王丽萍，韩冰凯，盛燊（1313）

三维地震数据频域无监督随机噪声压制方法··································薛亚茹，苏军利，冯璐瑜，张程，梁琪（1322）

基于多尺度增强级联残差网络的DAS 地震资料背景噪声衰减方法················································································钟铁，王玮钰，王伟，董士琦，卢绍平，董新桐（1332）

·采集技术·

表层季节性冻土对地震资料品质的影响·····················陈敬国，袁胜辉，唐传章，崔宏良，李景叶，邓志文（1343）

·采集技术·

横波可控震源振动器—大地耦合振动数值模拟···································································彭珣，郝磊（1349）

·地震模拟·

龙门山北段逆掩推覆构造三维地球物理模型构建···············王勤耕，胡善政，黄有晖，杜均国，何伟，周鸣（1359）

·处理技术·

基于虚反射走时和道集相干联合的电缆等浮校正方法······颜中辉，王小杰，徐华宁，陈珊珊，杨佳佳，杨传胜（1365）

S1P/S2P 波分离及SVP 横波分裂校正·························岳媛媛，钱忠平，聂红梅，孙鹏远，邓志文，李建峰（1374）

·偏移成像·

稳定Q补偿梯度的黏滞声波全波形反演·························蒋书琦，周辉，陈汉明，张明坤，富禹鑫，李红辉（1382）

约束层析反演在砂砾岩体速度建模中的应用··························金昌昆，秦宁，关键，宋兆云，李坤，刘群强（1392）

·综合研究·

叠前重加权L1范数稀疏约束的地震反演方法··································赵云，文晓涛，尹川，韩文明，李陈龙（1398）

厚层低渗气藏“甜点”预测以东海陆架盆地西湖凹陷Z 气田花港组为例····························································································何贤科，娄敏，涂齐催，李炳颖，蔡华（1410）

基于不同阶次泰勒级数展开的含非本征衰减频域振幅比平均的Q值估计方法························································································张瑾，王彦国，兰慧田，张国书，潘耶莉（1423）

基于粒子群优化的相关向量机算法的井震联合储层参数预测与不确定性评估················································································代仕明，李敏，唐金良，朱童，李京南，胡华锋（1436）

地震不连续信息的自适应方向增强检测及应用·······················黎康毅，陈学华，吴昊杰，吕丙南，赵晨斐（1446）

多分量地震在致密气储层精细描述中的应用·························张明，张昕，梁菁，姜晓宇，甘利灯，尉晓玮（1454）

碳酸盐岩缝洞型储层叠前—叠后地震综合预测方法及应用······························刘韬，王铁一，孙珂，韩东（1463）

·地震地质·

页岩气富集与保存条件差异研究以焦石坝—武隆地区为例·······丁佳彤，陈孔全，汤济广，庹秀松，张斗中（1472）

·非地震·

针对目标的非地震解释技术在鄂尔多斯盆地西缘的应·····李明瑞，王学刚，于波，姚志纯，张亚东，黄祥虎（1481）

大地电磁电场远参考道法适用条件及应用效果···························王培杰，陈小斌，张赟昀，杨静，董泽义（1489）

·综述·

非常规储层脆性研究进展及展望···············································刘震，张军华，于正军，任瑞军，孙有壮（1499）

基于电磁方法的水力压裂裂缝探测技术研究进展·······················孟晋，刘得军，翟颖，李洋，刘思彤，彭娜（1508）

多方法多信息电磁联合约束反演方法研究进展···················································张朔宁，喻国，何展翔（1522）

·消息·

GeoEast2023 正式发布·······························································刘震，张军华，于正军，任瑞军，孙有壮（1445）

公司第四届KLSeis 技术竞赛开幕··············································孟晋，刘得军，翟颖，李洋，刘思彤，彭娜（1471）

OBN 地震勘探技术成功入选2022年中国石油十大科技进展·································张朔宁，喻国，何展翔（1534）

·人物介绍·

地球物理学家 刘伊克………………………………………………………………………………………（插1）

2023年第58 卷总目次