Comparing Welch and FFT power spectrum density
scipy.signal.welch will, by default, detrend the data by subtracting the mean of each segment. This DC level suppression will only affect bin zero of the resulting spectrum. This is very useful since the DC offset can be so much larger than the noise that it wouldn't fit on a reasonably scaled log plot.