How is a semicolon used in English sentences?

On some occasions, a writer may decide to use a semicolon to conjoin two sentences together, instead of forming a new sentence. The reason being is that the two sentences are closely linked, for instance 'The sky seems cloudy; indicating a high possibility of precipitation'.