Table 1.
Region | Case | Record | OBS (ppb) | MOD (ppb) | RMSE (ppb) | NME (%) | MB (ppb) | NMB (%) | R |
---|---|---|---|---|---|---|---|---|---|
Domain | Base | 36 242 | 48.21 | 52.04 | 12.6 | 19.2 | 3.8 | 8.0 | 0.69 |
mNLDN | 36 242 | 48.21 | 53.40 | 12.9 | 19.8 | 5.2 | 10.8 | 0.70 | |
hNLDN | 36 242 | 48.21 | 52.21 | 11.9 | 18.4 | 4.0 | 8.3 | 0.72 | |
pNLDN | 36 242 | 48.21 | 52.52 | 12.7 | 19.5 | 4.3 | 8.9 | 0.70 | |
NE | Base | 5512 | 50.97 | 55.08 | 13.0 | 17.8 | 4.1 | 8.1 | 0.74 |
mNLDN | 5512 | 50.97 | 55.77 | 13.4 | 18.5 | 4.8 | 9.4 | 0.74 | |
hNLDN | 5512 | 50.97 | 54.23 | 11.9 | 16.7 | 3.3 | 6.4 | 0.75 | |
pNLDN | 5512 | 50.97 | 55.32 | 13.1 | 18.0 | 4.4 | 8.5 | 0.74 | |
SE | Base | 7061 | 44.55 | 51.71 | 12.6 | 21.0 | 7.2 | 16.1 | 0.76 |
mNLDN | 7061 | 44.55 | 53.33 | 13.6 | 236 | 8.8 | 19.7 | 0.76 | |
hNLDN | 7061 | 44.55 | 52.30 | 12.6 | 21.7 | 7.8 | 17.4 | 0.77 | |
pNLDN | 7061 | 44.55 | 52.39 | 13.0 | 22.0 | 7.8 | 17.6 | 0.76 | |
UM | Base | 8072 | 51.60 | 58.99 | 13.6 | 18.8 | 7.4 | 14.3 | 0.64 |
mNLDN | 8072 | 51.60 | 60.14 | 14.4 | 20.5 | 8.5 | 16.6 | 0.64 | |
hNLDN | 8072 | 51.60 | 58.35 | 12.8 | 18.0 | 6.8 | 13.1 | 0.64 | |
pNLDN | 8072 | 51.60 | 59.42 | 13.9 | 19.4 | 7.8 | 15.1 | 0.64 | |
LM | Base | 3609 | 42.15 | 46.21 | 12.4 | 21.5 | 4.1 | 9.6 | 0.73 |
mNLDN | 3609 | 42.15 | 47.93 | 12.9 | 22.3 | 5.8 | 13.7 | 0.74 | |
hNLDN | 3609 | 42.15 | 47.12 | 12.3 | 21.3 | 5.0 | 11.8 | 0.76 | |
pNLDN | 3609 | 42.15 | 46.93 | 12.6 | 21.8 | 4.8 | 11.3 | 0.74 | |
RM | Base | 6256 | 52.52 | 48.13 | 11.3 | 17.0 | −4.4 | −8.4 | 0.52 |
mNLDN | 6256 | 52.52 | 50.93 | 10.2 | 14.7 | −1.6 | −3.0 | 0.56 | |
hNLDN | 6256 | 52.52 | 50.35 | 9.9 | 14.4 | −2.2 | −4.1 | 0.57 | |
pNLDN | 6256 | 52.52 | 48.93 | 10.9 | 16.2 | −3.6 | −6.9 | 0.53 | |
PC | Base | 5570 | 44.72 | 47.58 | 11.7 | 20.1 | 2.9 | 6.4 | 0.80 |
mNLDN | 5570 | 44.72 | 47.73 | 11.6 | 20.0 | 3.0 | 6.7 | 0.80 | |
hNLDN | 5570 | 44.72 | 46.65 | 11.3 | 19.5 | 1.9 | 4.3 | 0.81 | |
pNLDN | 5570 | 44.72 | 47.62 | 11.6 | 20.0 | 2.9 | 6.5 | 0.80 |