Similar to other streaming in-app downloads, content downloaded from Discovery+ will remain accessible on your device as long as you connect to the internet to renew them within a 30-day period for unplayed media.
Once you start playing a downloaded video, you will have 48 hours to complete watching it offline before it expires.