综合录井与地震资料融合在油气水储层识别中的探讨

Discussion on Identification of Oil,Gas and Water Reservoir by Fusion of Comprehensive Logging and Seismic Data

文章首先阐述了地震资料和录井数据的互补性,强调了不同尺度和性质在油气水储层识别中应用的优势。其次介绍了关键的储层性质识别技术与方法,包括数据融合、机器学习、实验室分析等,通过实际案例展望了多模态数据融合的未来前景与挑战,强调了技术创新、数据安全、人才培养等方面的关键因素,为提高勘探成功率和资源开采效率所起到的推动作用。

Firstly,the complementarity of seismic data and logging data is described,and the advantages of different scales and properties in the identification of oil-gas and water reservoirs are emphasized.Secondly,it introduces key reservoir property identification technologies and methods,including data fusion,machine learning,laboratory analysis,etc.,and looks forward to the future prospects and challenges of multi-modal data fusion through practical cases,emphasizing the key factors such as technological innovation,data security,talent training,etc.,to improve the success rate of exploration and the efficiency of resource exploitation.