Nosy Crow publishers have worked with Axel Scheffler (illustrator of The Gruffalo) to write a book which explains the Corona Virus in a child-friendly manner.
You can read the book with your children here: https://nosycrowcoronavirus.s3-eu-west-1.amazonaws.com/Coronavirus_ABookForChildren.pdf