部分测点 | 原始数据 | 小波神经网络拟合 | BP神经网络拟合 | ||||
船测温度值 | 航拍温度值 | 航拍与船测差值 | 拟合值 | 差值 | 拟合值 | 差值 | |
1 | 17.10 | 19.10 | 2.00 | 17.1134 | 0.0134 | 16.9614 | −0.1386 |
2 | 17.02 | 19.12 | 2.10 | 17.0325 | 0.0125 | 16.9658 | −0.0542 |
3 | 17.12 | 19.08 | 1.96 | 17.1055 | −0.0145 | 16.9932 | −0.1268 |
4 | 16.96 | 18.98 | 2.02 | 16.9774 | 0.0174 | 17.0155 | 0.0555 |
5 | 17.03 | 18.38 | 1.35 | 17.0102 | −0.0198 | 17.0657 | 0.0357 |
6 | 17.21 | 19.03 | 1.82 | 17.2358 | 0.0258 | 17.5263 | 0.3163 |
7 | 17.82 | 18.86 | 1.04 | 17.7449 | −0.0751 | 17.7266 | −0.0934 |
8 | 18.13 | 18.94 | 0.81 | 18.0558 | −0.0742 | 17.8675 | −0.2625 |
9 | 18.47 | 19.08 | 0.61 | 18.4355 | −0.0345 | 18.211 | −0.2590 |
10 | 18.74 | 19.01 | 0.27 | 18.7211 | −0.0189 | 18.3354 | −0.4046 |
11 | 18.97 | 19.00 | 0.03 | 18.9498 | −0.0202 | 18.8175 | −0.1525 |
12 | 18.92 | 18.98 | 0.06 | 18.9097 | −0.0103 | 19.0557 | 0.1357 |
13 | 19.09 | 19.01 | −0.08 | 19.1004 | 0.0104 | 19.1141 | 0.0241 |
14 | 19.10 | 18.98 | −0.12 | 19.0637 | −0.0363 | 19.1237 | 0.0237 |
15 | 19.31 | 19.26 | −0.05 | 19.2947 | −0.0153 | 19.1344 | −0.1756 |
16 | 19.36 | 19.19 | −0.17 | 19.3508 | −0.0092 | 19.1288 | −0.2312 |
17 | 19.40 | 19.07 | −0.33 | 19.3893 | −0.0107 | 19.1214 | −0.2786 |
18 | 19.61 | 18.71 | −0.90 | 19.5125 | −0.0975 | 19.2106 | −0.3994 |
19 | 19.51 | 18.52 | −0.99 | 19.5145 | 0.0045 | 20.3042 | 0.7942 |
20 | 22.58 | 21.58 | −1.01 | 22.5638 | −0.0162 | 22.8204 | 0.2404 |
21 | 22.63 | 21.69 | −0.94 | 22.7005 | 0.0705 | 22.9245 | 0.2945 |
22 | 23.21 | 22.59 | −0.62 | 23.2087 | −0.0013 | 22.8784 | −0.3316 |
23 | 23.39 | 23.11 | −0.28 | 23.3842 | −0.0058 | 23.4007 | 0.0107 |
24 | 23.98 | 22.74 | −1.24 | 23.9707 | −0.0093 | 23.9112 | −0.0688 |
25 | 24.01 | 22.91 | −1.10 | 24.0295 | 0.0195 | 23.9293 | −0.0807 |
26 | 24.08 | 22.88 | −1.20 | 24.0772 | −0.0028 | 23.9717 | −0.1083 |
27 | 24.34 | 23.24 | −1.10 | 24.3321 | −0.0079 | 24.2623 | −0.0777 |
28 | 23.26 | 22.38 | −0.89 | 23.2904 | 0.0304 | 23.7936 | 0.5336 |
29 | 23.10 | 22.88 | −0.22 | 23.0753 | −0.0247 | 23.1401 | 0.0401 |
30 | 20.12 | 21.69 | 1.57 | 20.1377 | 0.0177 | 20.4386 | 0.3186 |