Handan has been one of the most polluted cities in China since 2013 and became the top city for PM_(2.5) in 2017. In this research, we observed coarse particulate matter (PM_(10)), fine particulate matter (PM_(2.5)), submicron particulate matter (PM_1), and the chemical composition of PM_(2.5) from November 16, 2015, till March 14, 2016, in Handan. During the observation period, hourly concentrations of PM_(10), PM_(2.5), and PM_1 peaked at 1070.1, 864.4, and 519.5 μg m^(-3), respectively. Severe pollution occurred on a large fraction of days in the heating season, which was characterized by frequent and long-lasting pollution episodes. A large fraction of the transport trajectories during nine typical episodes during that period in Handan were from the northwest. Water-soluble ions (sulfate, nitrate, and ammonium) in PM_(2.5) accounted for the largest proportion at all pollution levels. The highest proportion of SIA occurred in a heavily polluted episode, during which it was as high as 50.0% (sulfate: 18.8%, nitrate: 18.7%, and ammonium: 12.5%). The sulfate and ammonium in PM_(2.5) increased gradually while the nitrate decreased as the level of pollution rose from clean to heavily polluted. The fraction of SOA and OM to PM_(2.5) decreased as the pollution level increased, indicating a weakening of photochemical reactions. The POA in PM_(2.5) increased with the aggravation of haze, and the heterogeneous chemistry was enhanced by the aggravation of pollution. Liquid reactions were important in the formation of sulfate during pollution and non-pollution stages. Liquid reactions of NO_2 are enhanced in the pollution stage during the heating season in Handan.