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Seismic Waveform Feature Extraction and Reservoir Prediction Based on CNN and UMAP: A Case Study of the Ordos Basin.

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Title: Seismic Waveform Feature Extraction and Reservoir Prediction Based on CNN and UMAP: A Case Study of the Ordos Basin.
Authors: Zheng, Lifu1,2, Yang, Hao1,2, yanghao01@petrochina.com.cn, Luo, Guichun1,2
Source: Applied Sciences (2076-3417); Jul2025, Vol. 15 Issue 13, p7377, 14p
Database: Applied Science & Technology Source
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DbLabel: Applied Science & Technology Source
An: 186595935
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PubType: Academic Journal
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    Identifiers:
      – Type: doi
        Value: 10.3390/app15137377
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      – Code: eng
        Text: English
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        PageCount: 14
        StartPage: 7377
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      – TitleFull: Seismic Waveform Feature Extraction and Reservoir Prediction Based on CNN and UMAP: A Case Study of the Ordos Basin.
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            NameFull: Zheng, Lifu
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            NameFull: Yang, Hao
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            NameFull: Luo, Guichun
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            – D: 01
              M: 07
              Text: Jul2025
              Type: published
              Y: 2025
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              Value: 15
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              Value: 13
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