In this paper, we investigate phase synchronization between the solar radiation and wind speed data from different stations across Nigeria, located within latitude 3° and 14°N. The linear correlation and recurrence techniques are used to investigate the linear and nonlinear relationship, respectively. The results of the nonlinear relationship, using Cross recurrence plot (CRP), show that the underlying dynamics of the two sets of data are characterized by nonlinearity, nonstationarity and deterministic chaos. Furthermore, Correlation between probabilities of recurrence (CPR) is used to quantify the degree of synchronization between the two meteorological parameters during dry and wet seasons. High [low] CPR values, which indicate strong [weak] synchronization are obtained for dry [wet] season in both the northern and southern regions. However, for each season the CPR values for northern region are higher than the corresponding values for the southern region. This may be due to strong [weak] coupling between the two meteorological parameters which is attributed to strong [weak] effect of west African monsoon during dry [wet] season.