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Sandstone diagenetic facies logging identification based on multilayer perceptron: A case study of Lufeng Sag in Pearl River Mouth Basin
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FENG WU1, AO WANG1, 2, YAO GUAN3, LEI SHI3, CHUNCHAO CHEN4, XIAOYU LIANG5, SHUFANG GAO5
Petroleum Reservoir Evaluation and Development | 2026, 16(4) : 899 - 912
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Petroleum Reservoir Evaluation and Development | 2026, 16(4): 899-912
• Digital and Intelligent Energy •
Sandstone diagenetic facies logging identification based on multilayer perceptron: A case study of Lufeng Sag in Pearl River Mouth Basin
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FENG WU1, AO WANG1, 2, YAO GUAN3, LEI SHI3, CHUNCHAO CHEN4, XIAOYU LIANG5, SHUFANG GAO5
Affiliations
  • 1 School of Geoscience and Technology, Southwest Petroleum University, Chengdu, Sichuan 610500, China
  • 2 China National Logging Corporation, Xi’an, Shaanxi 710077, China
  • 3 Shenzhen Company of CNOOC (China) Limited, Shenzhen, Guangdong 518054, China
  • 4 Chengdu Dairuike Energy Technology Co., Ltd., Chengdu, Sichuan 610500, China
  • 5 Research Institution of Exploration and Development, PetroChina Qinghai Oilfield Company, Dunhuang, Gansu 736202, China
Published: 2026-07-26 doi: 10.13809/j.cnki.cn32-1825/te.2024626
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Pearl River Mouth Basin  /  Wenchang Formation  /  diagenetic facies  /  image processing  /  machine learning  /  logging
吴丰, 王澳, 管耀, 石磊, 陈春潮, 梁晓宇, 高树芳. 基于多层感知器的砂岩成岩相测井识别——以珠江口盆地陆丰凹陷为例. 油气藏评价与开发, 2026 , 16 (4) : 899 -912 . DOI: 10.13809/j.cnki.cn32-1825/te.2024626
FENG WU, AO WANG, YAO GUAN, LEI SHI, CHUNCHAO CHEN, XIAOYU LIANG, SHUFANG GAO. Sandstone diagenetic facies logging identification based on multilayer perceptron: A case study of Lufeng Sag in Pearl River Mouth Basin[J]. Petroleum Reservoir Evaluation and Development, 2026 , 16 (4) : 899 -912 . DOI: 10.13809/j.cnki.cn32-1825/te.2024626
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Year 2026 volume 16 Issue 4
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doi: 10.13809/j.cnki.cn32-1825/te.2024626
  • Receive Date：2025-02-06
  • Online Date：2026-10-30
  • Published：2026-07-26
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History
  • Received：2025-02-06
Affiliations
    1 School of Geoscience and Technology, Southwest Petroleum University, Chengdu, Sichuan 610500, China
    2 China National Logging Corporation, Xi’an, Shaanxi 710077, China
    3 Shenzhen Company of CNOOC (China) Limited, Shenzhen, Guangdong 518054, China
    4 Chengdu Dairuike Energy Technology Co., Ltd., Chengdu, Sichuan 610500, China
    5 Research Institution of Exploration and Development, PetroChina Qinghai Oilfield Company, Dunhuang, Gansu 736202, China
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表12种不同金属材料的力学参数
科
Family		 属数
Number of
genus		 种数
Number of
species		 占总种数比例
Percentage of
total species (%)		 属
Genus		 种数
Number of
species		 占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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