Weather Underground is one of the international providers of worldwide weather information. And almost all the weather information they provide does apply to the weather as we experience it ‘above ground’. No clue why they call themselves ‘underground’, other than that they also provide some information on earthquakes.
There are various apps for mobile phones available through the app stores. To include API based information in your website may require some subscription. For more information see: