Baseline Removal

This example shows how to remove a baseline from a 1D signal using the pybaselines library.

Create a signal

import hyperspy.api as hs
s = hs.data.two_gaussians()

Remove baseline using remove_baseline():

s2 = s.remove_baseline(method="aspls", lam=1E7, inplace=False)

  0%|          | 0/32 [00:00<?, ?it/s]
  3%|▎         | 1/32 [00:03<02:03,  4.00s/it]
 41%|████      | 13/32 [00:08<00:10,  1.75it/s]
 66%|██████▌   | 21/32 [00:08<00:03,  3.22it/s]
100%|██████████| 32/32 [00:08<00:00,  3.70it/s]

Plot the signal and its baseline:

(s + (s-s2) * 1j).plot()
# Choose the second figure as gallery thumbnail:
# sphinx_gallery_thumbnail_number = 2

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