石油物探2019年 第58卷 第1期～第6期總目次

SHIYOU WUTAN

第1期

專家論壇

“兩寬一高”地震數據下的寬帶波阻抗建模技術 王華忠,郭 頌,周 陽 (1)

深層碳酸鹽巖儲層含氣性檢測方法技術研究 曹俊興,薛雅娟,田仁飛,舒亞祥 (9)

基礎研究

含橫向噴射流的部分飽和介質的縱波衰減和頻散特性研究 趙正陽,印興耀,宗兆云 (17)

采集方法技術

復雜區域地震采集質量評價技術及其應用 魏新建,李書平,陳德武,王萬里,何 欣,李 冬 (27)

處理方法技術

復雜近地表探區靜校正量的地表一致性融合技術 王立歆,林伯香 (34)

基于單道SVD和振幅比的地面微地震資料去噪方法 胡永泉,黃建波,田志華,潘樹林 (43)

OVT域地震數據規則化技術及應用 李 博 (53)

基于多窗口自適應雙邊濾波去噪方法研究與應用 彭海龍,鄧 勇,赫建偉,劉 兵,王瑞敏 (63)

地震數據POCS插值重建中的一種新型質量控制準則 王本鋒,陳小宏,耿建華 (71)

基于點擴散函數的黏聲介質反演成像 王雪君,任浩然,江金生,李瀚野 (78)

基于多線程多GPU并行加速的最小二乘逆時偏移算法 柯 璇,石 穎,張 偉,張 振,何 偉 (88)

基于分段快速模擬退火的零偏VSP全波形反演 韓璇穎,印興耀,曹丹平,梁 鍇 (103)

解釋方法技術

阿姆河右岸H區塊致密碳酸鹽巖儲層裂縫綜合預測 郭 凱,范樂元,李 洋,張 明,張春偉,李麗榮 (112)

基于深度學習的地震巖相反演方法 劉力輝,陸 蓉,楊文魁 (123)

基于90°相移的振幅和頻率屬性融合法油氣檢測 鄭江峰,彭 剛,孫佳林,甄宗玉 (130)

綜合研究與應用

巴中地區千佛崖組致密砂巖儲層裂縫與含氣性的關系 申珍珍,潘仁芳,金吉能,袁 琪,王丹玲 (139)

塔河油田碳酸鹽巖斷溶體刻畫技術研究與應用 王 震,文 歡,鄧光校,丁 維,王 鑫 (149)

第2期

專家論壇

成熟探區物探技術發展方向——以中石油成熟探區為例 董世泰,張 研 (155)

淺談海上壓縮感知地震勘探 黃小剛 (162)

基礎研究

二維地震波場的五點八階超緊致有限差分數值模擬 周誠堯,汪 勇,蔡偉祥,桂志先 (176)

基于CPML-RML組合邊界條件粘彈TTI介質旋轉交錯網格有限差分正演模擬 張奎濤,顧漢明,劉少勇,劉春成,陳寶書,張 立,肖逸飛 (187)

處理方法技術

基于稀疏反演的多道匹配追蹤地震信號去噪方法及其應用 任 浩,李宗杰,薛 姣,顧漢明 (199)

基于曲波域稀疏約束的OVT域地震數據去噪方法研究 孫苗苗,李振春,曲英銘,李志娜,李凌云,趙金良,寧 斌 (208)

基于壓縮感知的L1范數譜投影梯度算法地震數據重建 蘭天維,韓立國,張 良 (219)

基于波動方程轉換的時間域多尺度全波形反演速度建模 何兵紅,方伍寶,劉定進,胡光輝 (229)

基于復數域波場分解的保幅逆時偏移成像方法 李 博,劉志成,李小愛,許 璐 (237)

平面波最小二乘逆時偏移方法的優化 田文彬,張 凱,李振春 (245)

解釋方法技術

基于高精度時頻瞬時相位譜的多尺度曲率及其應用 李 勇,張固瀾,何承杰,王曉凱,王婷一,殷 瑛,張建軍 (253)

基于微地震定位和速度成像的頁巖氣水力壓裂地面微地震監測 繆思鈺,張海江,陳余寬,譚玉陽,苗園園,黃振華,王 飛,謝慶明 (262)

基于YPD-Zoeppritz方程的楊氏模量和泊松比直接反演方法 方 圓,張豐麒,李玉鳳 (272)

S油田高89區塊基于AVO屬性的CO2驅油波及范圍地震監測 張偉忠,譚明友,張云銀,査 明,曲志鵬,馬勁風 (285)

沁水盆地南部山西組致密砂巖古構造應力場模擬及裂縫預測 劉 暢,王 翔,趙長虎,尹 帥 (292)

綜合研究與應用

中石化下揚子地區油氣地震勘探攻關進展及方向 宋桂橋,楊振升,薛 野 (303)

第3期

“兩寬一高”專題

“兩寬一高”油氣地震勘探中的關鍵問題分析 王華忠 (313)

高維地震數據Wiener中心濾波方法 張力起,張 猛,王華忠,秦廣勝 (325)

地震數據高維統計濾波方法 王 福,王華忠 (335)

編碼與解碼框架下的局部平面波域淺水多次波壓制方法 徐 鵬,劉亞輝,王華忠 (346)

透射波旅行時Beam層析成像方法 羅 飛,王華忠,馮 波,彭仁艷,蔣先勇 (356)

反射波層析反演速度建模方法 馮 波,吳成梁,王華忠 (371)

基于數據自適應加權的疊前深度偏移成像方法 吳成梁,王華忠,胡江濤,馬建波 (381)

基于高頻近似波傳播的實用化保真RTM成像方法 周 陽,王華忠 (391)

基于非平穩濾波算子的成像域最小二乘偏移 郭 頌,王華忠,胡江濤 (404)

處理方法技術

一種新的TTI介質多參數聯合層析反演方法 郭 愷,楊 林 (412)

基于字典學習和ADMM的地震數據重建 李 慧,韓立國,張 良,賈 帥 (419)

基于奇異值分解的角度域去噪方法 李 江 (427)

用于地震反射數據偏移的反射波方程 陳生昌 (433)

解釋方法技術

東海西湖N區塊致密砂巖氣藏甜點預測研究 李久娣 (444)

焦石壩頁巖脆性評價與預測 許 杰,劉坤巖,武清釗 (453)

基于CRP道集優化處理的疊前AVA同步反演技術的應用——以KL9構造區為例 鄧吉鋒,王改衛,潘 永,李 才 (461)

第4期

專家論壇

近地表結構調查及參數反演綜述 沈鴻雁,王 鑫,李欣欣 (471)

基礎研究

五對角緊致差分格式優化及二維聲波傳播波動方程數值模擬 汪 勇,穆鵬飛,蔡文杰,王 鵬,桂志先 (486)

完全匹配層在時域有限元彈性波數值模擬中的應用 覃發兵,高志偉,解皓楠,徐振旺 (499)

處理方法技術

初至拾取中基于超級虛折射干涉的信號加強 梁上林,胡天躍,崔 棟,胡 英,張 研 (509)

基于多尺度分解的微地震噪聲壓制與初至檢測方法研究 唐 杰,溫 雷,李 聰,戚瑞軒 (517)

自適應加權混合L1/L2范數匹配相減多次波壓制方法 陳習峰,薛永安,黃新武 (524)

一種類RNN的改進ISTA稀疏脈沖反褶積 潘樹林,閆 柯,楊海飛,蔣從元,秦子雨 (533)

陸上寬頻采集疊后地震資料的小波域提高分辨率應用研究 毛海波,范 旭,楊曉海,黃 堅,陳文超 (541)

基于CEEMDAN的地震信號高分辨率時頻分析方法 尚平萍,李 鵬,楊安琪,陳學國 (547)

解釋方法技術

寬頻地震數據碳酸鹽巖疊前儲層預測——以濱里海盆地東緣B區塊為例 楊 峰,聶 輝,陳洪濤,岳躍龍,曾凡平,申林麗 (555)

水力壓裂井中監測方法不對稱壓裂裂縫分析 田建濤,趙超峰,張 偉,馮 博,李金偉,徐海峰,姚洪亮,趙建宇 (563)

杭錦旗地區盒1段辮狀河道構型及心灘半定量地震識別 秦雪霏,齊 榮,李 巍,陳小梅 (572)

AVO技術在哥倫比亞Llanos盆地D區塊油氣檢測中的應用研究 馬永強 (580)

綜合研究與應用

高密度地震勘探技術在鶯歌海盆地M氣田巖性勘探中的應用 馬光克,李 雷,劉 巍,張合斌,趙 明 (591)

準噶爾盆地巨厚沙漠區地震勘探關鍵技術及其應用效果 宋桂橋 (600)

套管井瞬變電磁測井在節箍處的響應與幾何因子分析 沈建國,舒敦利,沈永進,朱留方,臧德福 (613)

第5期

專家論壇

起伏地表直接成像技術研究進展 曲英銘 (625)

國內陸上“兩寬一高”地震勘探技術及發展 寧宏曉,唐東磊,皮紅梅,唐傳章,唐海忠,張艷紅 (645)

基礎研究

薄層反透射系數關于射線參數的低階近似 楊 春,陳本池,翟冠宇,時 磊 (654)

匹配Z變換完全匹配層在孔隙介質彈性波數值模擬中的應用 徐振旺 (661)

基于孔隙結構分類的致密砂巖含水率計算模型——以鄂爾多斯盆地隴東西部延長組長81儲層為例 王 謙,石玉江,譚茂金,李高仁 (669)

采集方法技術

基于地震子波相關性分析的采集參數優選方法研究 李志英,姜福豪,胡超俊,李 兆,曹雄偉 (681)

處理方法技術

基于Lucy-Richardson算法和廣義S變換的Q值提取 李 波,文曉濤,張懿疆,何 健,黃 偉 (689)

基于包絡反演的高低波數同步反演方法 張曉語,杜啟振,符力耘 (700)

基于地質統計學的沙漠地區逐點時深曲線靜校正方法 潘樹林,陳 凱,崔慶輝,秦子雨,閆 柯 (709)

基于四階互累積量的fast ICA微地震數據噪聲壓制方法研究 張 敏,王 凱,李振春,趙子越,孫晨曦 (716)

基于深度學習的地震速度譜自動拾取方法 張 昊,朱培民,顧 元,黎孝璋 (724)

基于噪聲水平估計的加權核范數最小化噪聲壓制方法研究 唐 杰,張文征,戚瑞軒,李 聰 (734)

基于隨機函數數據重構的分頻異常振幅衰減技術在巨厚黃土塬區的應用 陳超群,田媛媛,高 秦,王智茹,惠智雄,羅文山 (741)

解釋方法技術

川西侏羅系復雜河道精細刻畫及沉積相帶識別 劉興艷,李墨寒,葉泰然 (750)

東海海域深層HG組低滲儲層“甜點”預測方法及應用 李久娣,孫 莉,魏水建,賈躍瑋 (758)

不同尺度裂縫的疊后地震預測技術研究 梁志強 (766)

基于密度的含噪聲角道集波形聚類地震相分析 劉仕友,宋 煒,應明雄,孫萬元,汪 銳,牛 悅 (773)

第6期

專家論壇

物探新技術是降低油氣勘探開發成本的重要利器 曲壽利 (783)

石油物探智能化發展之路:從自動化到智能化 趙改善 (791)

處理方法技術

近地表復雜區早至波全波形反演建模技術與應用 胡光輝,杜澤源,何兵紅,孫思宇 (811)

一種基于改進快速掃描法的多尺度近地表層析方法 蔡杰雄,王靜波 (819)

二維VTI介質qP波斜率層析方法 谷巍巍,楊 鍇,王 瀟 (828)

山前帶復雜淺表層建模研究 黃 鵬,殷厚成,薛維忠,曾昭翰,彭代平,肖云飛 (837)

標志層控制的靜校正方法在巨厚黃土塬地區的應用 鄔達理,李 洋,劉衛華,余青露,鄒少峰 (846)

基于L1/2正則化理論的地震稀疏反褶積 康治梁,張雪冰 (855)

順北超深斷控體地震多信息約束速度建模 朱立華,馬靈偉,白英哲,蔡杰雄,高厚強 (864)

正交各向異性介質多參數建模方法研究 郭 愷,張永升,馮彥彬 (874)

TTI各向異性地震成像技術及其在頁巖氣勘探中的應用 楊勤勇,郭 愷,李 博,劉小民 (882)

三維數據域最小二乘逆時偏移技術研究 劉定進,張永升,段心標,陶永慧 (890)

解釋方法技術

巖溶縫洞儲集體地震聚焦成像與充填速度檢測 王世星,許 凱,唐金良 (898)

順北走滑斷裂-斷溶體物理模擬及地震響應特征分析 司文朋,薛詩桂,馬靈偉,趙 群,焦艷艷,王輝明,劉東方 (911)

壓裂改造裂縫網絡構建技術及其應用 楊小慧,林正良,丁 圣,楊心超,余 波 (920)

頁巖地層的破裂壓力地震預測方法 馬 妮,林正良,胡華鋒,周 單,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)