Last year I used a winterizing kit and cover.
I think the winter chemicals skyrocketed my Calcium, don't have stats handy, but went from 100-ish to 350-ish.
I opened too late also and had a bad algae problem, the pros here and my TF100 helped fix it! :salut:
This year i'm thinking of keeping it...