Dalia right about now I would be checking all the dog/cat catchers', the local dog/cat rescue, and then heading down into the forest myself.
Cats usually sleep in the daytime, and are awake in the late evenings and all through the night into the early morning.
By the time the sun comes up they are back asleep.
So you need to search with a powerful flashlight during the hours when cats are awake.
With a flashlight you will be able to see lots of animals' eyes.
Cats' eyes are red (like mine is), yellow, green, or blue. That's what you need to look for.
If you don't do it soon you will never find your cat. Especially if it gets driven deeper and deeper into the forest.