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In this research, a simple experiment in the field of agriculture was studied, in terms of the
effect of out-of-control noise as a result of several reasons, including the effect of
environmental conditions on the observations of agricultural experiments, through the use
of Discrete Wavelet transformation, specifically (The Coiflets transform of wavelength 1
to 2 and the Daubechies transform of wavelength 2 To 3) based on two levels of transform
(J-4) and (J-5), and applying the hard threshold rules, soft and non-negative, and
comparing the wavelet transformation methods using real data for an experiment with a
size of 26
observations. The application was carried out through a program in the language
of MATLAB. The researcher concluded that
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