Hainan Institute of Meteorological Science;
Haikou 570203 China;
Key Laboratory of South China Sea Meteorological Disaster Prevention and Mitigation of Hainan Province;
Haikou 570203 China;
Key Laboratory of Regional Climate and Environment for Temperate East Asia;
Institute of Atmospheric Physics;
Chinese Academy of Sciences;
Beijing 100029 China;
haze days; long-term trends; probability; visibility; China;