Yes, in most cases, you can simply replace kerosene with diesel that you can easily get from your nearby gas stations.
Diesel is also often cheaper (up to three times) than K-1 kerosene in the USA. Other than some kerosene lamps and special lights, you can use diesel instead of kerosene in almost every place.