SYSTEM AND METHOD FOR BUILDING RESERVOIR PROPERTY MODELS

    公开(公告)号:US20210026028A1

    公开(公告)日:2021-01-28

    申请号:US16522445

    申请日:2019-07-25

    Inventor: Julian A. THORNE

    Abstract: A method is described for generating a reservoir property model based on the quality of a seismic inversion product. The method may include receiving a seismic inversion product volume, a seismic attribute volume, and well data from wells drilled in a subsurface volume of interest; identifying collocated cells in the seismic volumes which correspond to the well data; creating attribute vectors from the seismic volumes in each of the collocated cells and a range of neighboring cells; calculating a seismic inversion error magnitude property at the collocated cells; training a data analytics method to predict the observed seismic inversion error magnitude property; verifying that the data analytics method accurately predicts the seismic inversion error magnitude using cross-validation; generating an inversion quality volume; and generating the reservoir property model based on the inversion quality volume. The method may be executed by a computer system.

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