Timezone missing from feed

After subscribing from the feed from my calendar, all the times were off by 4 hours. After inspecting the ICS file, I noticed the timezone was not defined, which means all times are interpreted as UTC.

The feed should contain a time zone definition (VTIMEZONE) block as well as a time zone identifier (TZID) in each entry (see here or here)