Detecting boundary locations of multiple subsurface layers
Systems, methods, and software for detecting boundary locations of multiple subsurface layers are described. In some aspects, the boundaries of multiple subsurface layers in a subterranean region are identified based on measurements associated with multiple different transmitter-receiver spacings. The measurements are generated based on operating multiple transmitters and multiple receivers of a resistivity logging tool at a tool depth in a wellbore in the subterranean region. A first pair of the subsurface boundary locations are determined based on a first measurement associated with a first transmitter-receiver spacing. A second, different pair of the subsurface boundary locations are determined based on a second measurement associated with a second, longer transmitter-receiver spacing. The first pair of subsurface boundary locations reside between the second pair of subsurface boundary locations in the subterranean region.
1. A method for detecting subsurface layer boundary locations, the method comprising:
disposing one or more transmitters and one or more receivers of a resistivity logging tool at a tool depth in a wellbore defined in a subterranean region that includes multiple subsurface layers;
taking measurements at the tool depth by operating the one or more transmitters and the one or more receivers of the resistivity logging;
accessing the measurements from the one or more transmitters and the one or more receivers of the resistivity logging tool at the tool depth, the measurements including a first measurement associated with a first transmitter-receiver spacing and a second measurement associated with a second, longer transmitter-receiver spacing; and
by operation of data processing apparatus, determining boundary locations for the subsurface layers based on the measurements, determining the boundary locations includes:
independent of the second measurement, determining a first pair of the subsurface boundary locations based on the first measurement;
independent of the first measurement, determining a second pair of the subsurface boundary locations based on the second measurement, wherein the first pair of the subsurface boundary locations is different than the second pair of the subsurface boundary locations;
determining that the first transmitter-receiver spacing is shorter than the second transmitter-receiver spacing; and
responsive to determining that the first transmitter-receiver spacing is shorter than the second transmitter-receiver spacing, determining that at least one of the first pair of the subsurface boundary locations resides between the second pair of the subsurface boundary locations in the subterranean region based on the first transmitter-receiver spacing and the second transmitter-receiver spacing.
2. The method of claim 1 , the first and second measurements each being compensated measurements generated based on operating multiple symmetric transmitter-receiver pairs of the resistivity logging tool.
3. The method of claim 1 , the first and second measurements each being uncompensated measurements based on data acquired by a single transmitter-receiver pair.
4. The method of claim 1 , the first and second measurements each being generated from data acquired by energizing one or more transmitters at multiple different electromagnetic frequencies.
5. The method of claim 1 , the first and second measurements each being generated based on at least one of a phase or an amplitude of electromagnetic signals detected by one or more receivers.
6. The method of claim 1 , wherein operating the transmitters and receivers includes rotating the resistivity logging tool about a longitudinal axis of the resistivity logging tool, and the first and second measurements are each based on data acquired at multiple predetermined orientations of the resistivity logging tool.
7. The method of claim 1 , wherein the transmitters and receivers of the resistivity logging tool define multiple transmitter-receiver spacings, and the method comprises iteratively determining the boundary locations of the subsurface layers by:
on a first iteration, using one or more measurements associated with a shortest transmitter-receiver spacing to determine boundary locations for an adjacent pair of boundaries; and
on each subsequent iteration, using one or more other measurements to determine boundary locations for another pair of boundaries, the measurements used on each subsequent iteration being associated with a longer transmitter-receiver spacing than the measurements used on the preceding iteration, and the pair of boundary locations determined by each iteration being farther apart than the pair of boundary locations determined by the preceding iteration.
8. The method of claim 7 , wherein the measurements include a third measurement associated with a third transmitter-receiver spacing that is longer than the second transmitter-receiver spacing, and the method comprises:
on the first iteration, using the first measurement to determine boundary locations for a first subsurface layer;
on a second iteration, using the second measurement to determine boundary locations of second and third subsurface layers, the first subsurface layer residing between the second and third subsurface layers; and
on a third iteration, using the third measurement to determine boundary locations of fourth and fifth subsurface layers, the first, second, and third subsurface layers residing between the fourth and fifth subsurface layers.
9. The method of claim 1 , wherein determining boundary locations for the subsurface layers includes:
identifying two neighboring layers from measurements associated with two different transmitter-receiver spacings;
determining that the two neighboring layers have substantially the same resistivity; and
combining the two neighboring layers to determine the boundary locations of a single subsurface layer.
10. The method of claim 1 , wherein determining boundary locations for the subsurface layers includes:
identifying two neighboring layers from measurements associated with two different transmitter-receiver spacings;
determining that a thickness of one of the two neighboring layers is less than a predefined tolerance; and
combining the two neighboring layers to determine the boundary locations of a single subsurface layer.
11. The method of claim 1 , wherein determining boundary locations for the subsurface layers includes:
identifying two neighboring layers from measurements associated with two different transmitter-receiver spacings, the two neighboring layers being identified in an order that is based on the two respective transmitter-receiver spacings; and
reordering the neighboring layers based on their respective locations.
12. A non-transitory computer-readable medium encoded with instructions that, when executed by a data processing apparatus, perform operations comprising:
disposing one or more transmitters and one or more receivers of a resistivity logging tool at a tool depth in a wellbore defined in a subterranean region that includes multiple subsurface layers;
taking measurements at the tool depth by operating the one or more transmitters and the one or more receivers of the resistivity logging tool;
accessing the measurements from the one or more transmitters and the one or more receivers of the resistivity logging tool at the tool depth, the measurements including a first measurement associated with a first transmitter-receiver spacing and a second measurement associated with a second, longer transmitter-receiver spacing; and
determining subsurface boundary locations for the subsurface layers based on the measurements, determining the boundary locations includes:
independent of the second measurement, determining a first pair of the subsurface boundary locations based on the first measurement;
independent of the first measurement, determining a second pair of the subsurface boundary locations based on the second measurement, wherein the first pair of the subsurface boundary locations is different than the second pair of the subsurface boundary locations;
determining that the first transmitter-receiver spacing is shorter than the second transmitter-receiver spacing; and
responsive to determining that the first transmitter-receiver spacing is shorter than the second transmitter-receiver spacing, determining that at least one of the first pair of the subsurface boundary locations resides between the second pair of the subsurface boundary locations in the subterranean region based on the first transmitter-receiver spacing and the second transmitter-receiver spacing.
13. The computer-readable medium of claim 12 , wherein the transmitters and receivers of the resistivity logging tool define multiple transmitter-receiver spacings, and the operations include iteratively determining the boundary locations of the subsurface layers by:
on a first iteration, using one or more measurements associated with a shortest transmitter-receiver spacing to determine boundary locations for an adjacent pair of boundaries; and
on each subsequent iteration, using one or more other measurements to determine boundary locations for another pair of boundaries, the measurements used on each subsequent iteration being associated with a longer transmitter-receiver spacing than the measurements used on the preceding iteration, and the pair of boundary locations determined by each iteration being farther apart than the pair of boundary locations determined by the preceding iteration.
14. The computer-readable medium of claim 13 , wherein the measurements include a third measurement associated with a third transmitter-receiver spacing that is longer than the second transmitter-receiver spacing, and the operations include:
on the first iteration, using the first measurement to determine boundary locations for a first subsurface layer;
on a second iteration, using the second measurement to determine boundary locations of second and third subsurface layers, the first subsurface layer residing between the second and third subsurface layers; and
on a third iteration, using the third measurement to determine boundary locations of fourth and fifth subsurface layers, the first, second, and third subsurface layers residing between the fourth and fifth subsurface layers.
15. The computer-readable medium of claim 12 , wherein determining boundary locations for the subsurface layers includes:
identifying multiple neighboring layers from measurements associated with multiple different transmitter-receiver spacings, each of the neighboring layers being identified from data associated with a respective transmitter-receiver spacing; and
combining two or more of the neighboring layers to determine the boundary locations of a single subsurface layer.
16. A resistivity logging system comprising:
a resistivity logging tool disposed at a tool depth in a well bore defined in a subterranean region that includes multiple subsurface layers, the resistivity tool including one or more transmitters and one or more receivers that are operable to take measurements at the tool depth; and
a computing system operable to:
receive the measurements from the resistivity logging tool at the tool depth, the measurements including a first measurement associated with a first transmitter-receiver spacing and a second measurement associated with a second, longer transmitter-receiver spacing; and
determine subsurface boundary locations for the subsurface layers based on the measurements, determining the boundary locations includes:
independent of the second measurement, determining a first pair of the subsurface boundary locations based on the first measurement;
independent of the first measurement, determining a second pair of the subsurface boundary locations based on the second measurement, wherein the first pair of the subsurface boundary locations is different than the second pair of the subsurface boundary locations;
determining that the first transmitter-receiver spacing is shorter than the second transmitter-receiver spacing; and
responsive to determining that the first transmitter-receiver spacing is shorter than the second transmitter-receiver spacing, determining that at least one of the first pair of the subsurface boundary locations resides between the second pair of the subsurface boundary locations in the subterranean region based on the first transmitter-receiver spacing and the second transmitter-receiver spacing.
17. The system of claim 16 , further wherein the resistivity logging tool includes:
a tool body that defines a longitudinal axis of the resistivity logging tool;
transmitter antennas disposed at multiple locations along the longitudinal axis; and
receiver antennas disposed at multiple locations along the longitudinal axis.
18. The system of claim 17 , wherein the resistivity logging tool is operable to:
acquire a first signal on a first receiver antenna at a first receiver position along the longitudinal axis of the resistivity logging tool while energizing a first transmitter antenna at a first transmitter position along the longitudinal axis of the resistivity logging tool;
generate the first measurement based on the first signal;
acquire a second signal on the first receiver antenna at the first receiver position along the longitudinal axis of the resistivity logging tool while energizing a second transmitter antenna at a second transmitter position along the longitudinal axis of the resistivity logging tool; and
generate the second measurement based on the second signal;
the distance between the first transmitter position and the first receiver position being less than the distance between the second transmitter position and the first receiver position.
19. The system of claim 16 , wherein the computing system is operable to determine bed boundary locations in real time during drilling operations or wireline logging operations.
20. The system of claim 19 , wherein the computing system is embedded in the resistivity logging tool, and the computing system is configured to operate while disposed in the wellbore.