*Pascal Oettli¹、Keita Tokuda²、Yusuke Imoto³、Shunji Kotsuki^4,1,5 (1.Center for Environmental Remote Sensing, Chiba University、2.Faculty of Health Data science, Juntendo University、3.Institute for the Advanced Study of Human Biology, Kyoto University、4.Institute for Advanced Academic Research, Chiba University、5.Research Institute of Disaster Medicine, Chiba University)