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A Direct Noise Suppression Method for Marine Seismic Blended Acquisition Based on an Uformer Network

WANG Shiyu LI Yuxing TONG Siyou WANG Jingang WEI Hao HENG Shuaijia XU Xiugang YANG Dekuan ZHANG Xu WANG Shurong

中国海洋大学学报（自然科学英文版）2025，Vol.24Issue(2)：355-364,10.
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中国海洋大学学报（自然科学英文版）2025，Vol.24Issue(2)：355-364,10.DOI:10.1007/s11802-025-5850-y

A Direct Noise Suppression Method for Marine Seismic Blended Acquisition Based on an Uformer Network

A Direct Noise Suppression Method for Marine Seismic Blended Acquisition Based on an Uformer Network

WANG Shiyu 1LI Yuxing 2TONG Siyou 3WANG Jingang 1WEI Hao 1HENG Shuaijia 1XU Xiugang 3YANG Dekuan 2ZHANG Xu 2WANG Shurong2

作者信息

  • 1. Key Laboratory of Submarine Geosciences and Prospecting Techniques,MOE and College of Marine Geosciences,Ocean University of China,Qingdao 266100,China
  • 2. Shengli Branch,Sinopec Geophysical Company Limited,Dongying 257086,China
  • 3. Key Laboratory of Submarine Geosciences and Prospecting Techniques,MOE and College of Marine Geosciences,Ocean University of China,Qingdao 266100,China||Laboratory for Marine Mineral Resources,Qingdao National Laboratory for Marine Science and Technology,Qingdao 266237,China
  • 折叠

摘要

关键词

marine seismic data processing/blended noise suppression/deep learning/U-shaped network structure/transformer/common shot domain

Key words

marine seismic data processing/blended noise suppression/deep learning/U-shaped network structure/transformer/common shot domain

引用本文复制引用

WANG Shiyu,LI Yuxing,TONG Siyou,WANG Jingang,WEI Hao,HENG Shuaijia,XU Xiugang,YANG Dekuan,ZHANG Xu,WANG Shurong..A Direct Noise Suppression Method for Marine Seismic Blended Acquisition Based on an Uformer Network[J].中国海洋大学学报（自然科学英文版）,2025,24(2):355-364,10.

基金项目

This study is supported by the National Natural Science Foundation of China(Research on Dynamic Location of Receiving Points and Wave Field Separation Technology Based on Deep Learning in OBN Seismic Exploration,No.42074140),the Sinopec Geophysical Corporation,Project of OBC/OBN Seismic Data Wave Field Characteristics Analysis and Ghost Wave Suppression(No.SGC-2022-06).Thanks are to Geoeast software support provided by BGP. （Research on Dynamic Location of Receiving Points and Wave Field Separation Technology Based on Deep Learning in OBN Seismic Exploration,No.42074140）

中国海洋大学学报（自然科学英文版）

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