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    • 15. 发明申请
    • SEISMIC STRATIGRAPHIC SURFACE CLASSIFICATION
    • 地震地层表面分类
    • WO2016171778A1
    • 2016-10-27
    • PCT/US2016/015750
    • 2016-01-29
    • EXXONMOBIL UPSTREAM RESEARCH COMPANYWAHRMUND, Leslie, A.HANSON-HEDGECOCK, Sara, E.PAIVA, Antonio, R., C.
    • WAHRMUND, Leslie, A.HANSON-HEDGECOCK, Sara, E.PAIVA, Antonio, R., C.
    • G01V1/30
    • G01V1/28G01V1/30G01V1/301G01V99/00G01V2210/64G06N99/005
    • A method to classify one or more seismic surfaces (102, 103, 104) or surface patches based on measurements from seismic data, including: obtaining, by a computer, a training set including a plurality of previously obtained and labeled seismic surfaces (102, 103, 104) or surface patches and one or more training seismic attributes measured or calculated at, above, and/or below the seismic surfaces (102, 103, 104); obtaining, by the computer, one or more unclassified seismic surfaces or surface patches and one or more seismic attributes measured or calculated at, above, and/or below the unclassified seismic surfaces; learning, by the computer, a classification model from the previously obtained and labeled seismic surfaces or surface patches and the one or more training seismic attributes; and classifying, by the computer, the unclassified seismic surfaces or surface patches based on a comparison between the classification model and the unclassified seismic surfaces or surface patches. The classification is then used for hydrocarbon prospection or production monitoring.
    • 一种基于来自地震数据的测量对一个或多个地震表面(102,103,104)或表面斑块进行分类的方法,包括:由计算机获得包括多个先前获得和标记的地震表面(102, 103,104)或表面贴片以及在地震表面(102,103,104)的上方和/或下方测量或计算的一个或多个训练地震属性; 由计算机获得一个或多个未分类的地震表面或表面贴片以及在未分类的地震表面上方,上方和/或下方测量或计算的一个或多个地震属性; 通过计算机学习从先前获得的和标记的地震表面或表面贴片以及一个或多个训练地震属性的分类模型; 并根据分类模型和未分类的地震表面或表面贴片之间的比较,由计算机对未分类的地震表面或表面斑块进行分类。 然后将该分类用于碳氢化合物勘探或生产监测。