If not used for long periods without charging, your device battery level will slowly drop. If it reaches close to 0% it will shut down, to conserve the battery for longer.
If the battery is removed and replaced when the battery level is low, you may find the battery reading changes. We recommend you charge the device if this occurs and not to remove the battery in normal use.