03492nas|a2200421 i 4500 20260818153941.0 040820s2003 th u m rtt 00| a1eng d .b11937324 AIT Thesis no. SR-03-08 Niu, Shulian Malaria distribution and prediction based on GIS and RS : a case study in Tak province Pathum Thani, Thailand : Asian Institute of Technology, 2003 58 leaves Thesis ; no. SR-03-08 A thesis submitted in partial fulfillment of the requirements for the degree of Master of Science, School of Advanced Technologies Thesis (M.Sc.) - Asian Institute of Technology, 2003 Malaria is one of the mosquito-borne viral diseases, which is a serious infection transmitted by female Anopheles. There are various forms of infectious diseases caused by mosquitoes but they vary depending on climate and land cover patterns. In Thailand, malaria still remains a public health problem in some provinces due to its high fatality rate especially in northern Thailand. In this study, the whole decade data of malaria cases are analyzed to identify the highest malaria incidence province-Tak province, then climatic data (rainfall, temperature, humidity), demographic data (age distribution, education status) and physical environmental data (Landsat satellite image) in the highest malaria incidence province are collected to calculate the correlations with malaria cases. The results show that the malaria disease has high correlation with rainfall and humidity, on the contrary to the low correlation with temperature. Meanwhile, malaria disease has the highest positive correlation with age distribution in 0-4 years, and negative in 35-39 years range. Education status has low correlation with malaria disease based on the methodology. In addition, agriculture and forestry led environment are found to be the major land covers in the higher malaria incidence area based from the classified satellite image. Finally, multiple regression analyses based on rainfall and humidity in different time series are analyzed to develop equations that could predict the probable incidence of malaria disease. Malaria Thailand Tak Kusanagi, Michiro, Chairperson Samarakoon, Lal, Examination Committee Srisaang Kaojarem, Examination committee Souris, Marc, Examination committee Government of Japan, Scholarship donor Asian Institute of Technology. Thesis ; no. SR-03-08 Full-Text http://203.159.5.9/ait-thesis/detail.php?q=B08863 .b11937324 mnait u 240422 0 040820 m a u 0 mnait mnait mnarc 20 40 Barcode : 30050120694905 CREATED : 2004-08-20 RECORD # : i12412387 LPATRON : 1017254 LCHKIN : 2006-11-21 # RENEWALS : 0 # OVERDUE : 0 IUSE3 : 0 TOT CHKOUT : 3 TOT RENEW : 2 Barcode : 30050120694962 CREATED : 2004-08-20 RECORD # : i12412399 LPATRON : 1019633 LCHKIN : 2009-06-26 # RENEWALS : 0 # OVERDUE : 0 IUSE3 : 0 TOT CHKOUT : 10 TOT RENEW : 7 Barcode : 30050160022991 CREATED : 2016-01-04 RECORD # : i12919597 LPATRON : 0 LCHKIN : - # RENEWALS : 0 # OVERDUE : 0 IUSE3 : 0 TOT CHKOUT : 0 TOT RENEW : 0 71461 71461 0 0 0 0 MAIN MAIN mnait 2026-08-18 50.00 0 AIT Thesis no. SR-03-08 30050120694905 2026-08-18 15:39:41 1 2026-08-18 20 0 0 0 0 MAIN MAIN mnait 2026-08-18 50.00 0 AIT Thesis no. SR-03-08 30050120694962 2026-08-18 15:39:41 2 2026-08-18 20 0 0 0 0 MAIN MAIN mnarc 2026-08-18 0 AIT Thesis no. SR-03-08 30050160022991 2026-08-18 15:39:41 1 2026-08-18 40