Using the DNPLab autophase function

This example demonstrates how to use the DNPLab autophase function on a dnpdata object.

The following example shows how the autophase function can be conveniently used. To get started, first, setup the python environment:

import dnplab as dnp

Let's load some example data the data consists of 4 fid that are phase cycled (0-90-180-270)

data = dnp.load("../../data/prospa/water_phase_cycled/data.2d")

we are interested in the spectra and only the arbitrary part from -900 to -100 ppm

data = dnp.fourier_transform(data)["f2", (-900.0, -100.0)]

we look at the real part of the spectra

data_real = data.real

lets plot the spectrum for all 4 cycles

dnp.fancy_plot(data_real)

[<matplotlib.lines.Line2D object at 0x7fe13da61ca0>, <matplotlib.lines.Line2D object at 0x7fe13da61940>, <matplotlib.lines.Line2D object at 0x7fe13da61c70>, <matplotlib.lines.Line2D object at 0x7fe13da614c0>]

clearly the spectra are phase cycled, but we'd like to have them phased all the same we can use dnp.autophase for that:

data_phased = dnp.autophase(data)
dnp.fancy_plot(data_phased)

[<matplotlib.lines.Line2D object at 0x7fe13b8fe310>, <matplotlib.lines.Line2D object at 0x7fe15f5d5ac0>, <matplotlib.lines.Line2D object at 0x7fe15f5d5940>, <matplotlib.lines.Line2D object at 0x7fe13b8d40a0>]