I’ll go out on a limb, and say this story is “not likely”. The support system and fuel for a Scud is extremely unlikely to stay hidden in a built-up area for any length of time. Any such asset would be easily discovered and targeted by the IDF.

Good data on Scud. Note the fuels:
globalsecurity.org