If you want to change your weather from Fahrenheit to Celsius in Outlook Calendar, you can open the Options panel and go to the Calendar section. Then, search for Show temperature in option and choose the Celsius option accordingly. For your information, this method works smoothly on the latest version of the Microsoft Outlook desktop app.