A practical review of geostatistical processing applied to geophysical data: methods and applications

ABSTRACT Nowadays, geostatistics is commonly applied for numerous gridding or modelling tasks. However, it is still under used and unknown for classical geophysical applications. This paper highlights the main geostatistical methods relevant for geophysical issues, for instance to improve the qualit...

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Veröffentlicht in:Geophysical Prospecting 2012-05, Vol.60 (3), p.400-412
Hauptverfasser: Bourges, Matthieu, Mari, Jean-Luc, Jeannée, Nicolas
Format: Artikel
Sprache:eng
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Zusammenfassung:ABSTRACT Nowadays, geostatistics is commonly applied for numerous gridding or modelling tasks. However, it is still under used and unknown for classical geophysical applications. This paper highlights the main geostatistical methods relevant for geophysical issues, for instance to improve the quality of seismic data such as velocity cubes or interpreted horizons. These methods are then illustrated through four examples. The first example, based on a gravity survey presents how a geostatistical interpolation can be used to filter out a global trend, in order to better define real anomalies. In the second case study, dedicated to refraction surveying, geostatistical filtering is used to filter out acquisition artefacts and identify the main geological structures. The third one is an example of porosity being integrated geostatistically with a seismic acoustic impedance map. The last example deals with geostatistical time to depth conversion; the interest of performing geostatistical simulations is finally discussed.
ISSN:0016-8025
1365-2478
DOI:10.1111/j.1365-2478.2011.00992.x