ai Deterministic
Deterministic inversion is a type of seismic inversion that aims to produce a single, best-estimate model of the subsurface by directly converting seismic data into rock properties, such as acoustic impedance. Unlike stochastic inversion, which generates multiple possible models to assess uncertainty, deterministic inversion focuses on creating a definitive subsurface model that fits the observed seismic data as closely as possible.
The process typically involves using a pre-existing geological model or well data to guide the inversion and refine the resulting model. Deterministic inversion is widely used in scenarios where a high level of confidence in the subsurface model is required, such as in detailed reservoir characterization or in regions with well-constrained geological information. The result is a clear and precise image of the subsurface, aiding in accurate interpretation and decision-making in exploration and production activities.