6.1. Geophysical Inversion Basics¶
What is geophyiscal inversion?
Geophysical inversion is a tool which we can use to recover the subsurface distribution of a physical property from field-collected data. Each type of geophysical data may be inverted using one or more inversion algorithms.
What does geophysical inversion recover?
Geophysical inversion recovers a physical property model which:
fits the data (field observations), and
is geologically reasonable (contains plausible structures)
Geophysical inversion does not recover the exact distribution of a physical property; i.e. the true model. There may be a number of physical property models which satisfy the aforementioned requirements. Therefore, it is up to the user to set appropriate starting parameters for the inversion.
The benefits of geophysical inversion are illustrated in the figure on the right.
In (a), we see several conductors and resistors buried below the Earth; i.e. the true model.
In (b), we see the apparent resistivity data collected by a 2D DC resistivity survey plotted in pseudo-section.
In (c), we see the physical property model recovered through inversion. If the geology is complex, the pseudo-section data can be very difficult to interpret. In this case, the inversion results are much easier to interpret.
When is inversion able to recover a subsurface structure?
Inversion is successful in recovering geological structures when:
There is a sufficient physical property contrast between the target structure and the surrounding geology
The data are sensitive to the target structure; i.e. the geophysical response from that structure is observed in the data
Parameters relevant to the inversion are set appropriately