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Absolutely Brian, it's a great 3M product.
It's available in grey (very fine) Red
(medium) and green (coarse) in the UK.

Using red with a spirit cleaner with a final rub over with grey and you...

Afternoon Peter, the beauty of scotchbrite (red in this case) is that it its very gentle on wood and will only remove the general crud from the grain and not affect corners, edges markings etc.
...

I would use Liberian spirit based wood stain on that, red scotchbrite first, making sure it's clean and dry, then apply (I would suggest light oak colour) apply to desired finish, cut raw linseed oil...