Or can I leave them in a partial charge state? Will they lose charge over time?
Phil, it's totally up to you. There is no need to fully charge your battery after each use but it's a nice practice to get into. That way you'll know your batteries are full for the next round of lawn care. These batteries will hold their charge for weeks, irregardless of the charge level.