You might consider putting the LPs on shelving racks in the storage unit. That will give you access to them, you can sort, weed, sell, give away and then decide what to keep for yourself. Occasionally grab some to listen to.
I bought chrome wire shelving, added wheels to the bottoms, this type of thing, look around, various sizes and prices. I had wood shelves with dividers to put on the wire shelves, you would need to add a smooth shelf on top of the wire to avoid damaging the bottoms and so they can slide in/out.
Smooth metal shelves might be better, but they need to be strong, if not: several 30" wide units better than 36" or wider