FN Archimer Export Format PT J TI Multiscale seismic attributes: A wavelet-based method and its application to high-resolution seismic and ground truth data BT AF KER, Stephan LE GONIDEC, Yves GIBERT, D. MARSSET, Bruno AS 1:1,2;2:3;3:2;4:1; FF 1:PDG-REM-GM-LGG;2:;3:;4:PDG-REM-GM-LGG; C1 IFREMER, Ctr Brest, Dept Marine Geosci, F-29280 Plouzane, France. CNRS, Inst Phys Globe Paris, Sorbonne Paris Cite, UMR 7154, F-75238 Paris, France. Univ Rennes 1, CNRS, UMR 6118, F-35042 Rennes, France. C2 IFREMER, FRANCE CNRS, FRANCE UNIV RENNES, FRANCE SI BREST AUTRE SE PDG-REM-GM-LGG UNIV-FRANCAISE IN WOS Ifremer jusqu'en 2018 copubli-france copubli-univ-france IF 2.42 TC 12 TU Centre national de la recherche scientifique Institut National de l'Information Géographique et Forestière Institut de physique du globe Université Paris Diderot Université Pierre et Marie Curie Université de La Réunion Université de Rennes 1 UR https://archimer.ifremer.fr/doc/00049/15994/13449.pdf LA English DT Article CR ERIG 3D BO Pourquoi pas ? DE ;Wavelet transform;Seismic attenuation;Wave propagation;Acoustic properties AB We propose a wavelet-based method to characterize acoustic impedance discontinuities from a multiscale analysis of seismic reflected waves. Our approach relies on the analysis of ridge functions which contain most of the information of the wavelet transform in a sparse support. This method falls in the framework of the wavelet response (WR) introduced by Le Gonidec et al. which analyses the impedance multiscale behaviour by propagating dilated wavelets into the medium. We further extend the WR by considering its application to broad-band seismic data. We take into account the bandpass filter effect related to the limited frequency range of the seismic source. We apply the method to a deep-water seismic experiment performed in 2008 during the ERIG3D cruise to demonstrate the potential of ridge functions as multiscale seismic attributes. In conjunction to the analysis of seismic data acquired by the deep-towed SYSIF system (200–2200 Hz), we use ground truth data to characterize the fine scale structure of superficial sediments by using the continuous wavelet transform (CWT). The availability of in situ measurements allows to validate the relationship between CWT and WR and to estimate the attenuation of seismic waves into the sediments. Once validated, the method is applied on a whole seismic profile and WR ridge functions are computed for two particular reflectors. The reflector thicknesses fall below the resolution limit of the seismic experiment making the WR seismic attributes a super-resolution method. PY 2011 PD NOV SO Geophysical Journal International SN 0956-540X PU Wiley-blackwell VL 187 IS 2 UT 000297116200035 BP 1038 EP 1054 DI 10.1111/j.1365-246X.2011.05207.x ID 15994 ER EF