Rajan,

Likely you have the habit, like me and I suspect most people, to contour difference maps at +/- 3 sigma. In the beginning of refinement, these difference map will have significant peaks at 3 sigma, i.e. positive peaks were there is nothing and there should be atoms and negative peaks where the model has atoms but where there should be nothing (plus perhaps the high noise peaks Eleonor, George and Stephen mentioned). I.e. 3 sigma will correspond to quite a few electrons per cubic Angstrom. Once refinement is (nearly) complete, the difference map will be much flatter, so the same contouring at 3 sigma will show up mainly noise; or in other words, will corresponds to very few electrons per cubic Angstroms. Rather than worrying about the many noise peaks, do validation with Molprobity or another program if you haven't already done so to see how "good" your model is. Or, if you really want to see an almost flat difference map, contour using electrons per cubic Angstrom instead of sigmas. Coot mentions both when changing contour levels.

Mark

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