Reduced adverbial clauses (also called participle clauses) replace full subordinate clauses with shorter participial phrases. They are a hallmark of formal and academic English, making sentences more concise and sophisticated.
Practice tip: Check that the subject of the participle matches the subject of the main clause, unless you are using an absolute construction (Weather permitting, All things considered).