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%|          | 0/51 [00:00<?, ?it/s]
  2%|▏         | 1/51 [00:03<03:17,  3.96s/it]
 25%|██▌       | 13/51 [00:04<00:10,  3.61it/s]
 29%|██▉       | 15/51 [00:05<00:10,  3.58it/s]
 53%|█████▎    | 27/51 [00:05<00:02,  8.20it/s]
 76%|███████▋  | 39/51 [00:05<00:00, 14.12it/s]
100%|██████████| 51/51 [00:05<00:00,  8.88it/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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