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These saturation data indicate that the MLD growth is self-limiting.
The average relative error of the pressure differential data and the water saturation data is 12.5 and 8.1 %, respectively.
To obtain relative permeability, we began with the normalization of laboratory gas saturation data via the following formulae.
The lipid saturation data was obtained by FTIR and PCA (Fig. 9a) and PLS (Fig. 9b) statistical analyses.
The hypotheses described above were tested using lipid saturation data obtained by FTIR, and PCA and PLS statistical analyses.
Conventional well log data are used as input and water saturation data measured on core samples as output variables to the ANN model.
Besides, the ESR saturation data obtained in this work provided new experimental evidence for the transformation between Curie and Pauli spins with potential change.
One of the reasons for such limited use of the model in the industry is the necessity to parameterize every associating component from saturation data.
Decomposing the water saturation data using wavelets showed that the majority of information of the original log is hidden at low frequency bands.
Saturation profiles derived by this approach can be better fitted due to substantial reduction in uncertainties of resistivity-based saturation data.
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Thus, care must be used when applying capillary pressure-saturation data from one fluid system to that of another, or when applying it to different conditions.
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