In this paper, we establish sharp maximal function estimates for parameterized Littlewood-Paley operators and area integrals with kernel satisfying the logarithmic type Lipschitz condition. As applications, the weighted $L^p$ bounds and Morrey boundedness of these operators can be obtained.