Back in another lifetime, I taught Forecasting at the joint Navy, MarineCorps, and AirForce Weather school at chanute AFB in Illinois ..
One of the courses was Single Station Forecasting .. While I don't have any of the course materials, this publication is one that we used for reference .. some of it is pretty technical, but there is some good information for folks - granted it's old and computers do all this stuff now - it's some good historical and reference material for weather enthusiasts
https://apps.dtic.mil/sti/tr/pdf/ADA229322.pdf