As far as I can tell K-1 was used because it doesn't smell quite as bad as diesel. I don't have a problem with the smell of diesel so it wouldn't matter much to me.
I have several 5 gallon cans of K-1 as I heated my shop with a salamander heater for several years but changed over to a natural...