Appendix B. A table of values of the weights from the input layer to the hidden layer and from the hidden layer to the output layer of the model of the ratio of gross primary production to community respiration (GPP:CR) developed in this study based on an artificial neural network (ANN).
| A) Values of the weights from the input to the hidden layer | |||||||||||
Input layer |
Hidden layer |
||||||||||
|
1 |
2 |
3 |
4 |
5 |
6 |
7 |
8 |
9 |
10 |
11 |
Depth |
0.131 |
6.449 |
-10.716 |
8.078 |
-13.931 |
2.585 |
5.381 |
2.398 |
-10.92 |
0.296 |
5.663 |
DOC |
7.394 |
-13.775 |
10.751 |
-1.293 |
13.121 |
10.13 |
-7.296 |
10.355 |
14.214 |
-3.498 |
-0.654 |
Temp. |
-8.381 |
-3.662 |
-2.697 |
21.329 |
-3.559 |
6.125 |
-2.375 |
-11.76 |
-55.663 |
-3.368 |
-0.44 |
Bias |
6.653 |
-15.556 |
-13.665 |
7.951 |
-16.762 |
15.411 |
-8.725 |
-25.75 |
-0.18 |
2.906 |
7.385 |
| B) Values of the weights from the hidden to the output layer | |
Hidden layer |
GPP:CR |
1 |
0.357 |
2 |
-6.58 |
3 |
-8.765 |
4 |
28.547 |
5 |
8.603 |
6 |
-11.234 |
7 |
6.622 |
8 |
0.521 |
9 |
28.161 |
10 |
0.522 |
11 |
-10.398 |
Bias |
-7.81 |