It gives many Scotches their smoky taste
I believe the answer is:
peat
(Other definitions for peat that I've seen before include "Decomposed vegetable matter" , "Saturated and compressed vegetable matter, used as fuel when dried out" , "Bog material" , "Form of fuel" , "Vegetable matter in bogs, like turf" .)