I keep telling my customers to ride their bikes as often as possible It's a case of usse it or lose it.
If you can't use your bike as often as you wish, do not store the battery in a full or nearly flat state.
Batteries are actually mechanical devices and will break down over time. I still remember my first lesson in Physics, we were learning about the pendulum and my Physics teacher (a very beautiful lady, no wonder I remember the lesson well) told us that it will stop after a while.
The mechanism is intercalation. Lithium ions move from one electrode to the other when charging, the opposite direction when discharging.
The destination electrode swells with the Lithium and degrades faster than the other electrode. If you store your battery for months, leave it between 50%-70% full (3 bars out of 5 on the LCD's battery indicator) and never expose your battery to heat or humidity unnecessarily.
Modern BMS will keep your battery alive for at least 2 years without recharging. You certainly do not want to top up charge your battery whie it is wintering!
One last comment, batteries do not last forever, the small risk of fire increases over time, especially if you don't use your battery much. You need to recycle your battery every 5-6 years.
Like with computers or mobile phones, the improvement over that period of time is considerable and make the new purchase worthwhile.