A Time-Series Water Level Forecasting Model Based on Imputation and Variable Selection Method

Table 2

The partial collected data.

Date	Rainfall	Input	Output	Rainfall_Dasi	Temperature	Wind Speed	Direction	Pressure	Relative Humidity	Water level
2008/1/1	0.1	83.6		0	10.2	4.7	65	1001.5	56	244.09
2008/1/2	0.1	96.08	286.24	0	10.4	6.3	38	1000.7	59	243.93
2008/1/3	0	82.72	82.17	0	14.5	4.5	50	997.7	67	243.81
2008/1/4	0	133.32	262.22	0	15.3	3.4	40	996.5	82	243.78
2008/1/5	0	125.6	305.94	0	16	2.9	46	996.3	77	243.55
2008/1/6	0.3	98.74	192.33	0	16.7	1.2	170	995.4	83	243.32
2008/1/7	0	116.6	192.76	0	18.4	1.9	46	994.9	77	243.34
2008/1/8	0	93.12	109.73	0	19.9	1.3	311	992.9	78	243.33
2008/1/9	0	107.57	123.98	0	19.9	2.2	11	992.2	77	243.23
2008/1/10	0	65.15	276.74	0	19.6	1.6	357	991.6	80	243
2008/1/11	0	55.64	249.09	0	21.5	1.3	185	990.2	71	242.78
2008/1/12	0	91.67	191.81	0	19.8	4.2	37	992.1	75	242.74
2008/1/13	0.9	107.34	182.22	1.5	14.2	7.1	39	996.2	85	242.53
2008/1/14	5.2	80.09	146.62	1	12.7	7.1	36	997.7	85	242.49
2008/1/15	4	85.77	243.82	0	13.5	7.1	35	998.4	86	242.38