You've described the classic symptoms of poor signal quality. Before doing anything else, check that your aerial hasn't been knocked out of position on your roof. Also check that the aerial is properly plugged into the set and that any other connections between the aerial and the TV haven't come loose.
Assuming that you've found nothing wrong, I'll give you the same answer that I've been providing to similar questions for over a decade now and which, to the best of my knowledge, has solved the problem in every case:
TV channels are transmitted in 'bundles', called 'multiplexes'. Each multiplex uses a different frequency. In theory you should have a separate aerial for each multiplex, so that the elements of each aerial can be manufactured to exactly the right length for perfect 'resonance' with the incoming signal.
Clearly that's impractical, so you use a single aerial that's only a 'rough match' to each of the multiplex frequencies, meaning that it's better at 'pulling in' some multiplexes than others.
The Food Network is transmitted by the 'COM5' multiplex, so it's clear that your aerial isn't very good at receiving the frequency which that multiplex uses. (You might find that other COM5 channels, such as Dave and Really, are among those which have disappeared or which suffer from the picture breaking up) ).
The signal qualities and strengths at your aerial don't remain constant. They're affected by the 11-year sunspot cycle, individual solar flares, atmospheric pressure, precipitation, local interference and much more. When conditions are at their best your aerial can deliver a usable signal from COM5 (and any other 'borderline reception' multiplexes) to your TV but at other times it can't. So you need to find a way to improve the signal strength.
You
might need to call in an aerial fitter to provide you with a better aerial. If you do, make sure that he's a CAI fitter (
https://www.getmeviewing.org.uk ) and that he replaces the cabling as well as the aerial.
However the vast majority of people in your position can solve the problem simply by fitting one of these:
https://www.argos.co.uk/product/9383027
(You'll also need a fly lead to go between the signal booster and your TV:
https://www.screwfix.com/p/fly-lead-coaxial-plug-to-plug-1m/41720 ).
Once you've fitted those, carry out a retune and everything should be fine once again.