AccuWeather long has been an official weather source for news organizations, and of course it's got its own Android app. It's a stylish app and features multiple locations — as well as dynamic switching based on your current location.
The current temperature gets top billing, as it's prone to do, and you also get AccuWeather's "RealFeel" listing, which tells you what it actually feels like outside. There's also the UV index, pressure and wind information.
The new "Minutecast" will show precipitation information for a specific location — as in street level — for your current time. There are also hourly and daily listings.
You can download AccuWeather here.