Enhancing Geophysical Signals Through the Use of Savitzky-Golay filtering method |
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| Institution: | 3GIE Laboratory, Mohammadia engineering School, Mohammed V- Agdal University, Rabat, Morocco |
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| Abstract: | In the Sidi Chennane basin exploitation inclusions of sterile hardpan—so-called “derangements” — are hard to detect and interfere with phosphate extraction. A Schlumberger resistivity survey over an area of 50 hectares was carried out. The Savitzky-Golay filtering method was used as a tool for denoising the data.Savitzky-Golay (S-G) filters are one of the filters which can smoothen out the signal without much destroying its original properties. Despite their exceptional features, they were rarely used so far in the geophysical signal processing. The aim of this paper is the investigation of their properties in detail from the geoelectrical signal processing aspect. The experimental results indicate that S-G filter is better for denoising geoelectrical signal. Models of the geology were successfully obtained from Savitzky-Golay filtering method, which help mapping the phosphate deposit inclusions and the estimations of phosphate reserves were improved and better constrained. |
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| Keywords: | Moroccan phosphate geoelectric prospecting electric Resistivity Schlumberger denoising Savitzky-Golay |
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