TY - JOUR
T1 - 3D resistivity gridding of large AEM datasets
T2 - A step toward enhanced geological interpretation
AU - Pryet, Alexandre
AU - Ramm, James
AU - Chilès, Jean Paul
AU - Auken, Esben
AU - Deffontaines, Benoit
AU - Violette, Sophie
N1 - Funding Information:
This work has been funded by the French Agence Nationale de la Recherche ( ANR-blanc 2010 GIIWS no 601-01 ). The Charles Darwin Research Station and the Galapagos National Park participated to the 2006 SkyTEM survey in Galápagos, which was funded by Foundation de France , Foundation Véolia Environnement , Fondation Schlumberger-SEED , Chancellerie des Universités de Paris , UGAFIP-BID and Municipality of Santa Cruz .
PY - 2011/10
Y1 - 2011/10
N2 - We develop a technique allowing 3D gridding of large sets of 1D resistivity models obtained after inversion of extensive airborne EM surveys. The method is based on the assumption of a layered-earth model. 2D kriging is used for interpolation of geophysical model parameters and their corresponding uncertainties. The 3D grid is created from the interpolated data, its structure accurately follows the geophysical model, providing a lightweight file for a good rendering. Propagation of errors is tracked through the quantification of uncertainties from both inversion and interpolation procedures. The 3D grid is exported to a portable standard, which allows flexible visualization and volumetric computations, and improves interpretation. The method is validated and illustrated by a case-study on Santa Cruz Island, in the Galapagos Archipelago.
AB - We develop a technique allowing 3D gridding of large sets of 1D resistivity models obtained after inversion of extensive airborne EM surveys. The method is based on the assumption of a layered-earth model. 2D kriging is used for interpolation of geophysical model parameters and their corresponding uncertainties. The 3D grid is created from the interpolated data, its structure accurately follows the geophysical model, providing a lightweight file for a good rendering. Propagation of errors is tracked through the quantification of uncertainties from both inversion and interpolation procedures. The 3D grid is exported to a portable standard, which allows flexible visualization and volumetric computations, and improves interpretation. The method is validated and illustrated by a case-study on Santa Cruz Island, in the Galapagos Archipelago.
KW - 3D grid
KW - 3D resistivity model
KW - Airborne electromagnetics
KW - Interpolation
KW - Kriging
UR - http://www.scopus.com/inward/record.url?scp=80052192820&partnerID=8YFLogxK
U2 - 10.1016/j.jappgeo.2011.07.006
DO - 10.1016/j.jappgeo.2011.07.006
M3 - Article
AN - SCOPUS:80052192820
VL - 75
SP - 277
EP - 283
JO - Journal of Applied Geophysics
JF - Journal of Applied Geophysics
SN - 0926-9851
IS - 2
ER -