East Asia has experienced rapid economic development in the last several decades, of which activities emit bioaerosols. The atmospheric particles are transported to downwind regions in the Pacific. To understand the atmospheric transport of bioaerosols, we conducted long-term observations of sugar components over Chichijima Island from 2001 to 2013. We found that atmospheric circulations significantly affect the seasonal variation of bioaerosol distributions over the western North Pacific.