What do the association rules say?

I would think any organization created with any sense would have a way to replace a board member should one resign, or leave, etc., midterm.

So look at the rules; there's a strong likelihood that there's a mechanism available.

Even if the rules do not outline any specific provisions, I am certain the rules do outline a procedure to periodically amend the rules should the need arise.