Distinguished Renaissance and early Baroque composer Hans Leo Hassler published his second great collection of motets Sacri concentus in 1601 in which this piece was included. Over the years Rejoice Ye Heavens has been arranged for various instruments including brass ensemble and it remains popular in churches as well as at Choral festivals.