Shurlee \sh(ur)-lee\ as a girl's name is a variant of Shirley (Old English), and the meaning of Shurlee is "bright meadow".
The baby name Shurlee sounds like Sharlee, Shirlee and Sherlee. Other similar baby names are Shuree, Sharlene, Sharleen, Charlee, Sharlie, Sharlet, Shiree, Sheree, Shalee, Sharee, Shaylee, Shaelee, Shellee, Sherree, Sherlene, Shirlene, Shirleen, Shirlea and Sherlie.