Table 4.
Selection of the best input combination for stage-discharge modeling using gamma test.
Model No. | Model Input Combination | Mask | Gamma value | V-ratio | Standard Error |
---|---|---|---|---|---|
M1 | H(t) | 1 | −0.00355 | −0.00420 | 0.04888 |
M2 | Q(t-1) | 1000 | 0.21723 | 0.86894 | 0.12072 |
M3 | H(t-1) | 10 | 0.09970 | 0.39878 | 0.13718 |
M4 | H(t-2) | 100 | 0.22233 | 0.88932 | 0.12306 |
M5 | Q(t-2) | 10000 | 0.19905 | 0.79618 | 0.13641 |
M6 | H(t), Q(t-1) | 10010 | −0.00618 | −0.02473 | 0.00964 |
M7 | H(t), Q(t-2) | 10001 | −0.00837 | −0.03347 | 0.00826 |
M8 | H(t), H(t-1) | 11 | −0.00378 | −0.01512 | 0.00624 |
M9 | H(t), H(t-2) | 101 | −0.00687 | −0.02748 | 0.00669 |
M10 | Q(t-1), H(t-2) | 1100 | 0.14441 | 0.57766 | 0.01595 |
M11 | Q(t-1), H(t-1) | 1010 | 0.14324 | 0.57298 | 0.12913 |
M12 | Q(t-2), H(t-1) | 10010 | 0.11259 | 0.45034 | 0.02556 |
M13 | Q(t-2), H(t-2) | 10100 | 0.18501 | 0.74005 | 0.11421 |
M14 | H(t-1), H(t-2) | 110 | 0.14911 | 0.59646 | 0.02773 |
M15 | H(t-2), Q(t-2), H(t-1) | 10110 | 0.09782 | 0.39129 | 0.02599 |
M16 | H(t-2), Q(t-2), Q(t-1) | 11100 | 0.10623 | 0.42491 | 0.02526 |
M17 | H(t-1), H(t-2), Q(t-1) | 1110 | 0.14737 | 0.58946 | 0.01398 |
M18 | Q(t-1), Q(t-2), H(t-1) | 11010 | 0.11715 | 0.46861 | 0.02302 |
M19** | H(t), Q(t-2), H(t-2) | 10101 | −0.01025 | −0.04099 | 0.01149 |
M20 | H(t), H(t-1), H(t-2) | 111 | −0.00591 | −0.02365 | 0.00757 |
M21 | H(t), H(t-1), Q(t-2) | 10011 | −0.00684 | −0.02737 | 0.00751 |
M22 | H(t), H(t-1), Q(t-1) | 1011 | −0.00872 | −0.03488 | 0.00927 |
M23 | H(t), H(t-2), Q(t-1) | 1101 | −0.00311 | −0.01244 | 0.00433 |
M24* | H(t), Q(t-2), Q(t-1) | 11001 | −0.01142 | −0.04567 | 0.00898 |
M25 | Q(t-1), Q(t-2) | 11000 | 0.11881 | 0.47524 | 0.02353 |
M26 | H(t), H(t-2), H(t-1), Q(t-1) | 1111 | −0.00274 | −0.01097 | 0.00581 |
M27 | H(t), H(t-2), H(t-1), Q(t-2) | 10111 | −0.00527 | −0.02107 | 0.00745 |
M28 | H(t), Q(t-1), Q(t-2), H(t-1) | 11011 | −0.00872 | −0.03487 | 0.00783 |
M29 | H(t), Q(t-1), Q(t-2), H(t-2) | 11101 | −0.00401 | −0.01604 | 0.00640 |
M30 | H(t-1), H(t-2), Q(t-2), Q(t-1) | 11110 | 0.10364 | 0.41457 | 0.02555 |
M31 | H(t), H(t-1), H(t-2), Q(t-2), Q(t-1) | 11111 | −0.00393 | −0.01571 | 0.00628 |
Note: *Chosen as input combination 1 and **Choose as input combination 2.