03591nam a2200409 4500 20260818133457.0 190598 th eng .b1033046x AIT Thesis no. WA-84-15 Chalinee Prajakthum Heuristic relation between point rainfall and meteorological factors Bangkok : Asian Institute of Technology, 1983 119 p. Thesis ; no. WA-84-15 A thesis submitted in partial fulfillment of the requirements for the degree of Master of Engineering, School of Engineering and Technology Thesis (M.Eng.) - Asian Institute of Technology, 1983 The point-rainfall calibrating and forecasting models are developed and applied for Khonkhan station by using the empirical GMDH (Group Method of Data Handling) model. It is considered as a semi-causal model in a deterministic sense , though the actual times of occurance are defined as a day or duration of day , it emphasizes on magnitude at that actual time than to predict in a probabilistic sense in tension probability of occurance or in a stochastic sense with emphasis on the probability of the sequences of events. The causal input variables are acquired by other meteorological parameters at the same station, The accuracy of the model performance on calibration and forecasting is tested by applying them to perform rainfall calibration for daily , 5 , 6 , and 7 days and rainfall forecasting for those duration 5, 6 and 7 days during the years 1970-1980. The accuracy of the model performance depends mainly upon, i) rainfall condition: such as distribution, fluctuation and variation etc. ii) the relationship between rainfall and each meteorological input variables, and iii) the numerical technique applied to solve the problems. The accuracy of the models are evaluated by means of root mean square error, percentage of error and coefficient of correlation. The analysis of the model signified the acceptable performance of the model in calibration of those duration 5 , 6, and 7 days. In case of daily calibration the insignificant results are due to the rather wider fluctuation. That is the coefficients of variation are more than 1.0 . The basic heuristics considered in this study and also limitation of the empirical models impose difficulties in forecasting the nonstationary phenomena of rainfall. Rain and rainfall Prida Thimakorn, Chairperson Hoshi, Kiyoshi, Examination Committee Huynh, Ngoc Phien, Examination Committee Self--support, Scholarship Donor Asian Institute of Technology. Thesis ; no. WA-84-15 Full-Text http://203.159.5.9/ait-thesis/detail.php?q=B21031 .b1033046x mnait s 240801 2 951012 m a s 0 mnait mnait mnarc 20 40 Barcode : 30050003050522 CREATED : 1994-05-17 RECORD # : i10410788 LPATRON : 0 LCHKIN : - # RENEWALS : 0 # OVERDUE : 0 IUSE3 : 0 TOT CHKOUT : 0 TOT RENEW : 0 Barcode : 30050002949229 CREATED : 1994-05-17 RECORD # : i1041079x LPATRON : 0 LCHKIN : - # RENEWALS : 0 # OVERDUE : 0 IUSE3 : 0 TOT CHKOUT : 0 TOT RENEW : 0 Barcode : 30050160035738 CREATED : 2016-05-02 RECORD # : i12877943 LPATRON : 0 LCHKIN : - # RENEWALS : 0 # OVERDUE : 0 IUSE3 : 0 TOT CHKOUT : 0 TOT RENEW : 0 54882 54882 0 0 0 0 MAIN MAIN mnait 2026-08-18 0 AIT Thesis no. WA-84-15 30050003050522 2026-08-18 13:34:57 1 2026-08-18 20 0 0 0 0 MAIN MAIN mnait 2026-08-18 0 AIT Thesis no. WA-84-15 30050002949229 2026-08-18 13:34:57 2 2026-08-18 20 0 0 0 0 MAIN MAIN mnarc 2026-08-18 0 AIT Thesis no. WA-84-15 30050160035738 2026-08-18 13:34:57 2026-08-18 40