In this work, with wavelet transform, the author investigates possible connection between global land-ocean temperature and solar activity. The study shows fluctuation characteristics in the global land-ocean temperature change. The modulation action from solar activity plays an important role in the temperature change, and there is a possible association existing in the global land-ocean temperature and solar activity on decade time scales.