Researchers found over 750 popular music songs referring to weather, the most common being sun and rain, and blizzards being the least common.
The study, led by the University of Southampton, together with the Universities of Oxford, Manchester, Newcastle (all part of the Tyndall Centre for Climate Change Research) and the University of Reading analysed the weather through lyrics, musical genre, keys and links to specific weather events.
Over 900 songwriters or singers have written or sung about weather, the most common being Bob Dylan, followed by John Lennon and Paul McCartney.
Weather-related songs are also very popular, with 7 per cent of them appearing in Rolling Stone's (2011) top 500 list of the Greatest Songs Of All Time.
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"We were all surprised how often weather is communicated in popular music, whether as a simple analogy or a major theme of a song, such as Bob Dylan's 'Blowin' In The Wind' or The Hollies' 'Bus Stop', where a couple fall in love under an umbrella," said lead author, Dr Sally Brown from the University of Southampton.
"In 1969, George Harrison wrote the Beatles' hit "Here Comes The Sun" after being inspired by one of the first sunny days of spring after a 'long cold lonely winter'," Brown said.
"Our study also concluded that references to bad weather in pop songs were statistically more significant in the US during the more stormy 1950s and 1960s than the quieter periods of 1970s and 1980s," she said.
The study concluded by noting a total of 30 weather-related artists, bands and lyricists, including Wet Wet Wet, The Weather Girls and KC and the Sunshine Band.