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Updated: Jul 14, 2026

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在DAS-VSP记录中用于强烈噪声抑制的MSAACNN

Haodong He1,2, Wei Wang3, Sibo Wang4

  • 1Key Laboratory of Modern Power System Simulation and Control and Renewable Energy Technology (Ministry of Education), 132012, Jilin, China.

Scientific reports
|September 30, 2024
PubMed
概括

一个新的多尺度稀疏不对称的注意力卷积神经网络 (MSAACNN) 在分布式光纤传感 (DAS) 地震数据中有效抑制背景噪声. 这种方法显著改善了信号与噪声比 (SNR) 以获得更清晰的地震勘探结果.

关键词:
复杂的背景噪声是复杂的背景噪声.卷积神经网络是一种卷积神经网络.分布式光纤声学传感器 分布式光纤声学传感器地质物理勘探地质物理勘探

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