Errors in positioning of borehole measurements and how they influence seismic inversion
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Errors in positioning of borehole measurements and how they influence seismic inversion. / Fernandes, Iris; Mosegaard, Klaus.
In: Geophysical Prospecting, Vol. 70, No. 8, 12.07.2022, p. 1338-1345.Research output: Contribution to journal › Journal article › Research › peer-review
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TY - JOUR
T1 - Errors in positioning of borehole measurements and how they influence seismic inversion
AU - Fernandes, Iris
AU - Mosegaard, Klaus
PY - 2022/7/12
Y1 - 2022/7/12
N2 - Inversion of seismic data using information from horizontal wells is often hampered by cumulative well-location errors. These errors can have a significant influence on the final subsurface model derived from the data. To achieve a proper data integration and arrive at correct uncertainty estimates, we formulate the problem in a fully probabilistic framework and present a numerical approach for improving subsurface imaging using uncertain well-log data and their uncertain locations as well as uncertain seismic data. The result is improved model error quantification in the seismic inversion process.
AB - Inversion of seismic data using information from horizontal wells is often hampered by cumulative well-location errors. These errors can have a significant influence on the final subsurface model derived from the data. To achieve a proper data integration and arrive at correct uncertainty estimates, we formulate the problem in a fully probabilistic framework and present a numerical approach for improving subsurface imaging using uncertain well-log data and their uncertain locations as well as uncertain seismic data. The result is improved model error quantification in the seismic inversion process.
KW - imaging
KW - inverse problem
KW - uncertainty quantification
KW - modelling
KW - seismic
U2 - 10.1111/1365-2478.13243
DO - 10.1111/1365-2478.13243
M3 - Journal article
VL - 70
SP - 1338
EP - 1345
JO - Geophysical Prospecting
JF - Geophysical Prospecting
SN - 0016-8025
IS - 8
ER -
ID: 317087409