It's worth remembering how efficient our modern food systems have become that less than 3 out of 100 people are enough to work them.

That said, it wouldn't hurt anything to start a "victory garden", it's the right time of year. https://en.wikipedia.org/wiki/Victory_garden (but that's a good idea anyway, orthogonal to the virus.)