Method and constructing a model of a heterogeneous medium described by several parameters from data expressed in different time scales
A method for constructing a model representative of a heterogeneous medium from data expressed in different time scales with application to hydrocarbon characterization. The method first estimates sequentially, from the data expressed in each different time scale, parameters or physical quantities of the model, described for each different time scale. Second, a scale factor allowing conversion of a model described in a time scale into a model described in another time scale is determined. This determination is carried out by minimizing the dissimilarity between a parameter estimated in a time scale and this parameter estimated in the other time scale. Finally, estimation of a single model is performed, by taking simultaneously an account of the data expressed in the various time scales, and using the scale factor found previously for the time scale conversions.
1. A method for constructing a model representative of a heterogeneous medium described by at least one combination of at least one physical quantity, from a procedure of joint inversion of data representing the heterogeneous medium, which is expressed in different time scales, comprising:
determining with a computer a first estimation of at least one combination of physical quantities of the model from the data expressed in a first time scale;
determining with a computer at least a second estimation of the at least one combination from the data expressed in at least a second time scale;
carrying out with a computer an analysis of the estimations to determine at least one scale factor allowing establishment of a match between the first time scale and the second time scale;
performing with a computer, in order to construct the model representative of the heterogeneous medium, the joint inversion of the data by minimizing a cost function wherein the at least one scale factor allows expression of synthetic data associated with a model of the joint inversion described in a time scale, in another time scale, so as to evaluate a difference between the synthetic data and the data expressed in the another time scale; and wherein
the data expressed in different time scales results from one of electromagnetic or elastic waves emitted in the medium and only a low-frequency part of the at least one scale factor is determined.
2. A method as claimed in claim 1 , wherein the data are prestack multicomponent seismic data.
3. A method as claimed in claim 1 , wherein one of the time scales represents a scale of arrival times of non-converted P waves.
4. A method as claimed in claim 1 , wherein one of the time scales represents a scale of arrival times of converted P waves.
5. A method as claimed in claim 1 , wherein one of the time scales represents a scale of arrival times of non-converted S waves.
6. A method as claimed in claim 1 , wherein one of the time scales represents a scale of arrival times of converted S waves.
7. A method as claimed in claim 1 , wherein the combination of at least one physical quantity represents impedances.
8. A method as claimed in claim 7 , wherein the impedances are impedances relative to S waves.
9. A method as claimed in claim 1 , wherein estimation of the at least one combination of the physical quantities comprises a single-component inversion.
10. A method as claimed in claim 9 , wherein the joint inversion is a stratigraphic inversion comprising using a priori information including in-situ measured data.
11. A method as claimed in claim 1 , wherein the at least one scale factor is determined by minimizing dissimilarity of the estimations.
12. A method for constructing a model representative of a heterogeneous medium described by at least one combination of at least one physical quantity, from a procedure of joint inversion of data representing the heterogeneous medium, which is expressed in different time scales, comprising:
determining with a computer a first estimation of at least one combination of physical quantities of the model from the data expressed in a first time scale;
determining with a computer at least a second estimation of the at least one combination from the data expressed in at least a second time scale;
carrying out with a computer an analysis of the estimations to determine at least one scale factor allowing establishment of a match between the first time scale and the second time scale;
performing with a computer, in order to construct the model representative of the heterogeneous medium, the joint inversion of the data by minimizing a cost function wherein the at least one scale factor allows expression of synthetic data associated with a model of the joint inversion described in a time scale, in another time scale, so as to evaluate a difference between the synthetic data and the data expressed in the another time scale; and wherein
the data expressed in different time scales results from elastic or magnetic waves emitted in the medium, and determination of the at least one scale factor comprises parameterizing the at least one scale factor in a base of base functions.
13. A method for constructing a model representative of a heterogeneous medium described by at least one combination of at least one physical quantity, from a procedure of joint inversion of data representing the heterogeneous medium, which is expressed in different time scales, comprising:
determining with a computer a first estimation of at least one combination of physical quantities of the model from the data expressed in a first time scale;
determining with a computer at least a second estimation of the at least one combination from the data expressed in at least a second time scale;
carrying out with a computer an analysis of the estimations to determine at least one scale factor allowing establishment of a match between the first time scale and the second time scale;
performing with a computer, in order to construct the model representative of the heterogeneous medium, the joint inversion of the data by minimizing a cost function wherein the at least one scale factor allows expression of synthetic data associated with a model of the joint inversion described in a time scale, in another time scale, so as to evaluate a difference between the synthetic data and the data expressed in the another time scale; and wherein
the data expressed in different time scales results from electromagnetic or elastic waves emitted in the medium and the data undergo no scale change.