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Distribution Prediction of Middle-deep Lacustrine Source Rocks in Eocene Wenchang Formation in the Kaiping Sag,Pearl Mouth Basin
投稿时间:2020-05-22  修订日期:2020-11-07  点此下载全文
引用本文:XIONG Lianqiao,XIE Xiaojun,ZHAO Zhao,ZHANG Chunyu,WANG Long,LIAO Jihua,CAI Lulu,XU Wei.2021.Distribution Prediction of Middle-deep Lacustrine Source Rocks in Eocene Wenchang Formation in the Kaiping Sag,Pearl Mouth Basin[J].ACTA GEOLOGICA SINICA(English edition),95(1):248~258
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DOI:10.1111/1755-6724.14629
作者单位E-mail
XIONG Lianqiao CNOOC Research Institute Co., Ltd., Beijing 100028, China xionglq2@cnooc.com.cn 
XIE Xiaojun CNOOC Research Institute Co., Ltd., Beijing 100028, China  
ZHAO Zhao CNOOC Research Institute Co., Ltd., Beijing 100028, China  
ZHANG Chunyu CNOOC Research Institute Co., Ltd., Beijing 100028, China  
WANG Long CNOOC Research Institute Co., Ltd., Beijing 100028, China  
LIAO Jihua CNOOC Research Institute Co., Ltd., Beijing 100028, China  
CAI Lulu CNOOC Research Institute Co., Ltd., Beijing 100028, China  
XU Wei CNOOC Research Institute Co., Ltd., Beijing 100028, China  
 
Author NameAffiliationE-mail
XIONG Lianqiao CNOOC Research Institute Co., Ltd., Beijing 100028, China xionglq2@cnooc.com.cn 
XIE Xiaojun CNOOC Research Institute Co., Ltd., Beijing 100028, China  
ZHAO Zhao CNOOC Research Institute Co., Ltd., Beijing 100028, China  
ZHANG Chunyu CNOOC Research Institute Co., Ltd., Beijing 100028, China  
WANG Long CNOOC Research Institute Co., Ltd., Beijing 100028, China  
LIAO Jihua CNOOC Research Institute Co., Ltd., Beijing 100028, China  
CAI Lulu CNOOC Research Institute Co., Ltd., Beijing 100028, China  
XU Wei CNOOC Research Institute Co., Ltd., Beijing 100028, China  
Abstract:Oil and gas shows are rich in drilling wells in Kaiping sag,however,large oilfield was still not found in this area.For a long time,it is thought that source rocks were developed in the middle-deep lacustrine facies in the Eocene Wenchang Formation,while there is no source rocks that in middle-deep lacustrine facies have been found in well.Thickness of Wenchang Formation is big and reservoirs with good properties could be found in this formation.Distribution and scale of source rock are significant for further direction of petroleum exploration.Distribution characterization of middle-deep lacustrine facies is the base for source rock research.Based on the sedimentary background,fault activity rate,seismic response features,and seismic attributes were analyzed.No limited classification method and multi-attributes neural network deep learning method were used for predicting of source rock distribution in Wenchang Formation.It is found that during the deposition of lower Wenchang Formation,activity rate of main fault controlling the subsag sedimentation was bigger than 100 m/Ma,which formed development background for middle-deep lacustrine facies.Compared with the seismic response of middle-deep lacustrine source rocks developed in Zhu I depression,those in Kaiping sag are characterized in low frequency and good continuity.Through RGB frequency decomposition,areas with low frequency are main distribution parts for middle-deep lacustrine facies. Dominant frequency,instantaneous frequency,and coherency attributes of seismic could be used in no limited classification method for further identification of middle-deep lacustrine facies.Based on the limitation of geology knowledge,multi-attributes of seismic were analyzed through neural network deep learning method. Distribution of middle-deep lacustrine facies in the fourth member of Wenchang Formation is oriented from west to east and is the largest.Square of the middle-deep lacustrine facies in that member is 154 km2 and the volume is 50 km3.Achievements could be bases for hydrocarbon accumulation study and for exploration target optimization in Kaiping sag.
keywords:neural network,seismic classification,middle-deep lacustrine facies,Eocene,Wenchang Formation,Kaiping sag
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版权所有:Acta Geologica Sinica (English Edition)
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