Prony Filtering of Seismic Data
@article{Mitrofanov2015PronyFO, title={Prony Filtering of Seismic Data}, author={Georgy M. Mitrofanov and Viatcheslav Ivanovich Priimenko}, journal={Acta Geophysica}, year={2015}, volume={63}, pages={652-678} }
Prony filtering is a method of seismic data processing which can be used to solve various geological and production tasks, involving an analysis of target horizons characteristics and a prediction of possible productive zones. This method is based on decomposing the observed seismic signals by exponentially damped cosines at short-time intervals. As a result, a discrete Prony spectrum including values of four parameters (amplitude, damping factor, frequency, phase) can be created. This…
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References
SHOWING 1-10 OF 40 REFERENCES
Using of the Proni Transform in Processing of Chinese Seismic Data
- Geology
- 1998
SUMMARY The Proni transform allows us to regard a seismic trace as a sum of exponentially damping sinusoids. These sinusoids are described by four parameters: amplitude, frequency, decay and phase.…
Complex seismic decomposition - Application to pore pressure prediction
- Geology
- 1993
The commom approach to pore pressure prediction is made in two main steps: (1)-determine the depth intervals wich contain mainly shale, (2)-evaluate the deviation in the petrophysical properties of…
Complex seismic decomposition - Theoretical aspects
- Geology
- 1993
A new spectral-statistical approach to seismic processing and inversion has been developed based on multi-level decomposition of the wave field. Its main application is to obtain details of…
PRONY FILTERING OF SEISMIC DATA: MATHEMATICAL AND PHYSICAL MODELLING
- Geography
- 2013
This article presents results of the Prony filtering method testing using mathematical and physical models. They illustrate features and capabilities of the proposed method of processing and…
Determination of Permeability Zones and Traps by Means of the Proni Filtration Method
- Geology
- 2006
Present investigations concern to processing and interpretation of surface seismic data. It is the new method using for oil-field tasks solution. In particular the Proni filtration method can be…
Parameter estimation for exponential sums by approximate Prony method
- MathematicsSignal Process.
- 2010
Digital spectral analysis: with applications
- Computer Science
- 1986
This new book provides a broad perspective of spectral estimation techniques and their implementation. It concerned with spectral estimation of discretespace sequences derived by sampling…
Mining information from binary black hole mergers: A Comparison of estimation methods for complex exponentials in noise
- Physics
- 2007
The ringdown phase following a binary black hole merger is usually assumed to be well described by a linear superposition of complex exponentials (quasinormal modes). In the strong-field conditions…