The method of sea surface partial pressure of CO2 (pCO2) timeseries studies is simply summarized, and the advances in indentifying pCO2controlling processes, revealing interannual variability in pCO2, monitoring the influence of some climatic events on pCO2, and estimating airsea CO2 fluxes based on timeseries studies are reviewed in detail. Generally, pCO2 time-series studies are conducted by ship-based investigation and autonomous buoy CO2 measurement. Besides some qualitative observation of irregular and episodic events that influence pCO2, timeseries study could quantitively calculate separate contribution of various controlling processes to pCO2 variation, which is of importance for revealing pCO2 controlling mechanisms. Moreover, time-series studies on interannual time-scales show that human activities have caused the increase of sea surface pCO2. As well, El Nio and La Nina events could significantly influence sea surface pCO2 and air-sea CO2 fluxes. In addition, it is crucial to conduct time-series studies for improving the estimation of air-sea CO2 fluxes.