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Multiplicative Scatter Correction (MSC).
(b) Extended Multiplicative Scatter Correction (EMSC) .
The best model was on a filtered first derivative of the multiplicative scatter corrected (MSC) spectra.
According to this novel approach, the model using multiplicative scatter correction (MSC) pre-treatment was obviously the most suitable.
For example, techniques like multiplicative scatter correction (MSC) and extended MSC (EMSC) are very popular in FTIR spectroscopy.
Several pre-processing techniques were tested including: no spectral data pre-processing, first derivative (1stDer) and multiplicative scatter correction (MSC).
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This needs to be corrected before interpretation of the data and Extended Multiplicative Scattering Correction (EMSC) can be employed for this purpose.
SNV is an analytical transformation applied to spectra to remove multiplicative interferences of scatter effects by centering and scaling each individual spectrum using only the data from that spectrum and not the mean spectrum of the set.
In the case of low signal-to-clutter ratio (SCR), the ATI SAR will lose its ability to detect slowly moving targets and to correctly estimate their velocities because the system noise (additive thermal noise and multiplicative radar phase noise) scatters the stationary clutter signal around the real axis in the complex plane.
Visual inspection of conditional weighted residuals vs. individual predicted values plots suggested that a multiplicative error model was appropriate, Diagnostic scatter plots and Akaike information criteria were used to select the base model, a 2-compartment model with a lag-time variable.
The inverse scattering problem is attacked using the Multiplicative Regularized Contrast Source Inversion method as known in the literature.
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