Nonlinear Partial Least Squares for Consistency Analysis of Meteorological Data

Table 1

The test set for the atmospheric pressure and the air temperature.

Number	Time	The atmospheric pressure					The air temperature
		LinT	XianY	LanT	JingY	XiA	LinT	XianY	LanT	JingY	XiA
1	2013-04-04, 8:00	956.5	951.3	943.6	956.5	960.1	13.1	13.8	13.5	13.3	14.3
2	2013-04-04, 9:00	956.6	951.6	943.6	956.7	959.8	14.6	14.5	17.8	14.9	14.8
3	2013-04-04, 10:00	957.1	952.2	943.8	957.3	960.5	16.0	15.2	20.7	16.4	16.6
4	2013-04-04, 11:00	957.4	952.4	944.0	957.2	960.9	17.4	16.7	21.4	17.6	16.7
5	2013-04-04, 12:00	957.2	952.9	944.3	957.6	961.3	18.5	17.2	19.4	17.7	18.1
6	2013-04-04, 13:00	957.6	953.1	945.3	957.7	961.5	18.1	15.1	17.4	16.6	17.4
7	2013-04-04, 14:00	958.0	953.2	946.1	958.0	961.9	16.6	13.4	15.5	14.8	15.1
8	2013-04-04, 15:00	958.8	953.4	946.6	958.3	962.3	14.6	13.3	13.0	13.6	14.1
9	2013-04-04, 16:00	959.2	954.0	947.0	958.8	962.6	13.6	12.8	12.2	13.3	14.4
10	2013-04-04, 17:00	960.1	954.9	947.8	959.8	963.7	13.4	12.2	12.5	13.1	13.7
11	2013-04-04, 18:00	960.9	955.5	948.6	960.6	964.3	13.2	12.1	12.4	12.6	13.2
12	2013-04-04, 19:00	961.5	956.0	949.0	961.2	964.9	12.7	12.0	12.0	12.3	13.1
13	2013-04-04, 20:00	962.5	957.5	950.0	962.8	966.3	12.9	11.8	11.9	12.3	12.9
14	2013-04-04, 21:00	964.2	959.1	951.5	963.8	967.8	12.3	11.5	11.7	12.2	12.6
15	2013-04-04, 22:00	965.7	960.7	952.7	965.4	969.5	12.2	11.3	11.5	12.1	12.4
16	2013-04-04, 23:00	967.1	961.8	953.6	966.5	970.4	12.2	11.6	11.4	12.1	12.4
17	2013-04-05, 0:00	967.4	962.6	954.7	967.6	970.9	12.5	11.7	11.5	11.4	12.5
18	2013-04-05, 1:00	968.5	963.7	954.7	968.3	972.2	11.4	11.0	11.3	11.7	11.7
19	2013-04-05, 2:00	969.4	964.6	956.7	969.5	973.5	11.9	10.1	10.4	12.3	11.7
20	2013-04-05, 3:00	969.9	965.1	957.1	969.9	973.8	11.5	9.9	9.5	11.6	11.3
21	2013-04-05, 4:00	970.5	965.4	957.3	970.6	974.3	11.7	10.0	9.8	11.2	10.9
22	2013-04-05, 5:00	970.9	966.6	958.2	971.2	974.9	11.3	9.5	9.5	11.2	10.9
23	2013-04-05, 6:00	972.2	967.4	959.1	972.3	975.9	10.9	9.3	9.4	9.5	11.1
24	2013-04-05, 7:00	973.5	968.5	960.2	973.1	977.6	10.5	7.5	9.5	8.4	9.0