Open AccessIdentification of magnetic anomalies of adjacent sourses using the wavelet transform modulus maxima and scale normalization
Author(s) -
Tin Quoc Chanh Duong,
Đẩu Hiếu Dương,
Tan Nguyen
Publication year - 2018
Publication title -
khoa học và công nghệ: tự nhiên
Language(s) - English
Resource type - Journals
ISSN - 2588-106X
DOI - 10.32508/stdjns.v1i6.637
Subject(s) - normalization (sociology) , wavelet , wavelet transform , maxima and minima , earth's magnetic field , maxima , pattern recognition (psychology) , scale (ratio) , mathematics , geology , computer science , artificial intelligence , mathematical analysis , physics , magnetic field , geography , cartography , art , quantum mechanics , sociology , performance art , anthropology , art history
In the potential field inverse problems, accurate determination of the location for the anomaly sources and their properties played an important role. For geomagnetic anomalies of adjacent sources, they always superimpose upon each other not only in the spatial domain but also in the frequency domain, making the identification of these sources significantly problematic. In this paper, a new mother wavelet for effective analysis the properties of the close potential field sources was used. By theoretical modeling, using the wavelet transform modulus maxima (WTMM) method, we set up a correlative function between the scale parameter and geomagnetic source depth. Moreover, a scale normalization on the wavelet coefficients was introduced to enhancethe resolution for the separation of these sources in the scalograms, thereby determining their depth. After verifying the reliability of the proposed method on the modeling data, we have analysed the geomagnetic data in the Mekong delta. The results of this interpretation were consistency with previously published ones, furthermore, the level of resolution for this technique was quite coincidental with other methods using different geological data.