geoana.em.fdem.HarmonicPlaneWave.magnetic_field#

HarmonicPlaneWave.magnetic_field(xyz)#

Magnetic field for the harmonic planewave at a set of gridded locations.

\[\nabla^2 \mathbf{H} + k^2 \mathbf{H} = 0\]

where

\[k = \sqrt{\omega^2 \mu \varepsilon - i \omega \mu \sigma}\]
Parameters
xyz(…, 3) numpy.ndarray

Gridded xyz locations

Returns
(n_f, …, 3) numpy.array of complex

Magnetic field at all frequencies for the gridded locations provided.

Examples

Here, we define a harmonic planewave in the x-direction in a wholespace.

>>> from geoana.em.fdem import HarmonicPlaneWave
>>> import numpy as np
>>> from geoana.utils import ndgrid
>>> from mpl_toolkits.axes_grid1 import make_axes_locatable
>>> import matplotlib.pyplot as plt

Let us begin by defining the harmonic planewave in the x-direction.

>>> frequency = 1
>>> orientation = 'X'
>>> sigma = 1.0
>>> simulation = HarmonicPlaneWave(
>>>     frequency=frequency, orientation=orientation, sigma=sigma
>>> )

Now we create a set of gridded locations and compute the magnetic field.

>>> x = np.linspace(-1, 1, 20)
>>> z = np.linspace(-1000, 0, 20)
>>> xyz = ndgrid(x, np.array([0]), z)
>>> h_vec = simulation.magnetic_field(xyz)
>>> hx = h_vec[..., 0]
>>> hy = h_vec[..., 1]
>>> hz = h_vec[..., 2]

Finally, we plot the real and imaginary parts of the x-oriented magnetic field.

>>> fig, axs = plt.subplots(2, 1, figsize=(14, 12))
>>> titles = ['Real Part', 'Imaginary Part']
>>> for ax, V, title in zip(axs.flatten(), [np.real(hy).reshape(20, 20), np.imag(hy).reshape(20, 20)], titles):
>>>     im = ax.pcolor(x, z, V, shading='auto')
>>>     divider = make_axes_locatable(ax)
>>>     cax = divider.append_axes("right", size="5%", pad=0.05)
>>>     cb = plt.colorbar(im, cax=cax)
>>>     cb.set_label(label= 'Magnetic Field ($A/m$)')
>>>     ax.set_ylabel('Z coordinate ($m$)')
>>>     ax.set_xlabel('X coordinate ($m$)')
>>>     ax.set_title(title)
>>> plt.tight_layout()
>>> plt.show()

(Source code, png, pdf)

../../_images/geoana-em-fdem-HarmonicPlaneWave-magnetic_field-1.png