[1] Mahidol Univ, Fac Trop Med, Mahidol Oxford Trop Med Res Unit MORU, Bangkok, Thailand
[2] Mahidol Univ, Fac Trop Med, Dept Trop Hyg, Bangkok, Thailand
[3] Mahidol Univ, Fac Trop Med, Ctr Excellence Biomed & Publ Hlth Informat BIOPHI, Bangkok, Thailand
[4] Minist Publ Hlth MOPH, DDC, BVBD, Nonthaburi, Thailand
[5] Geoinformat & Space Technol Dev Agcy GISTDA, Bangkok, Thailand
[6] Mahidol Univ, Fac Trop Med, SMRU, Mae Sot, Tak, Thailand
[7] Univ Oxford, Nuffield Dept Med, Ctr Trop Med & Global Hlth, Oxford, England
[8] Harvard Univ, Harvard TH Chan Sch Publ Hlth, Dept Epidemiol, Boston, MA 02115 USA