Detecting bed boundary locations based on gradients determined from measurements from multiple tool depths in a wellbore
Systems, methods, and software for detecting bed boundary locations are described. In some aspects, the boundaries of a subsurface layer are identified based on a measurement from a logging point and a gradient associated with the measurement from the logging point. A first measurement is generated based on operating a transmitter and a receiver of a resistivity logging tool at a first tool depth. The gradient is calculated from the first measurement and a second measurement. The second measurement is generated based on operating the transmitter and the receiver of the resistivity logging tool at a second, different tool depth.
1. A method for detecting subsurface layer boundary locations, the method comprising:
accessing a first measurement obtained based on operating a transmitter and a receiver of a resistivity logging tool at a first tool depth in a wellbore defined in a subterranean region that includes multiple subsurface layers;
calculating a gradient associated with the first tool depth, the gradient being calculated from the first measurement and a second measurement, the second measurement obtained based on operating the transmitter and the receiver of the resistivity logging tool at a second, different tool depth in the wellbore; and
by operation of data processing apparatus, determining a boundary location for one or more of the subsurface layers based on the gradient and the first measurement associated with the first tool depth.
2. The method of claim 1 , the first measurement being obtained based on operating multiple transmitters and multiple receivers of the resistivity logging tool at the first tool depth, the second measurement being obtained based on operating the same transmitters and receivers of the resistivity logging tool at the second tool depth.
3. The method of claim 2 , the first and second measurements each being measurements obtained based on data acquired by multiple symmetric transmitter-receiver pairs of the resistivity logging tool.
4. The method of claim 1 , the first and second measurements each being measurements obtained based on data acquired by a single transmitter-receiver pair.
5. The method of claim 1 , the first and second measurements each being obtained from data acquired by energizing the transmitter at the same electromagnetic frequency.
6. The method of claim 1 , the first and second measurements each being obtained based on at least one of a phase or an amplitude of an electromagnetic signal detected by the receiver while the transmitter is energized with an electromagnetic frequency.
7. The method of claim 1 , wherein operating the transmitter and receiver 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.
8. The method of claim 1 , comprising determining locations of upper and lower boundaries for an individual subsurface layer based on the gradient and the first measurement, wherein the first tool depth resides between the upper and lower boundaries of the individual subsurface layer.
9. The method of claim 1 , further comprising:
operating the resistivity logging tool at the second tool depth to acquire a second data set;
obtaining the second measurement based on the second data set;
moving the resistivity logging tool from the second tool depth to the first tool depth;
operating the resistivity logging tool at the first tool depth to acquire a first data set;
obtaining the first measurement based on the first data set; and
calculating the gradient based on a ratio of (i) the difference between the first and second measurements and (ii) the distance between the first and second tool depths.
10. A non-transitory computer-readable medium encoded with instructions that, when executed by data processing apparatus, perform operations comprising:
determining boundary locations for a subsurface layer in a subterranean region based on:
a first measurement associated with a first tool depth in a wellbore defined in the subterranean region, the first measurement obtained based on operating a transmitter and a receiver of a resistivity logging tool at the first tool depth; and
a gradient associated with the first tool depth, the gradient being calculated from the first measurement and a second measurement, the second measurement obtained based on operating the transmitter and the receiver of the resistivity logging tool at a second, different tool depth in the wellbore.
11. The computer-readable medium of claim 10 , wherein determining boundary locations includes performing a distance to bed boundary analysis.
12. The computer-readable medium of claim 10 , wherein determining boundary locations includes:
providing the gradient and the first measurement as inputs to an inversion engine; and
receiving boundary location information as outputs from the inversion engine.
13. A resistivity logging system comprising:
a computing system configured to:
receive information obtained by a resistivity logging tool disposed in a wellbore defined in a subterranean region; and
determine boundary locations for a subsurface layer in the subterranean region based on:
a first measurement obtained based on operating a transmitter and a receiver of the resistivity logging tool at a first tool depth in the wellbore; and
a gradient calculated from the first measurement and a second measurement, the second measurement obtained based on operating the transmitter and the receiver of the resistivity logging tool at a second, different tool depth in the wellbore.
14. The system of claim 13 , further comprising the resistivity logging tool, 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.
15. The system of claim 14 , wherein a location of a reference point on the resistivity logging tool defines the tool depth in the wellbore.
16. The system of claim 14 or 15 , wherein the resistivity logging tool is operable to:
acquire a first data set while operating at the first tool depth;
obtain the first measurement based on the first data set;
acquire a second data set while operating at the second tool depth;
obtain the second measurement based on the second data set; and
provide the first and second measurements to the computing system.
17. The system of claim 16 , wherein the computing system is configured to:
access the first and second measurements provided by the resistivity logging tool;
compute the gradient based on the first and second measurements; and
obtain output information indicating the boundary locations for the subsurface layer.
18. The system of claim 13 , wherein the resistivity logging tool is configured to acquire data from the transmitter and the receiver by detecting an electromagnetic response signal on the receiver while energizing an electromagnetic frequency on the transmitter.
19. The system of claim 13 , wherein the computing system is configured to determine bed boundary locations in real time during drilling operations or wireline logging operations.
20. The system of claim 13 , wherein the computing system is embedded in the resistivity logging tool, and the computing system is configured to operate while disposed in the wellbore.