Distribution of Antarctic krill (E. superba) and Ice krill (E. crystallorophias) observational data and ensemble model validation by CCAMLR MPA Planning Domains and across the entire model domain.
Species . | CCAMLR MPA Planning Domains . | Observational data . | Spatial predictability . | rs with IWC catch data . | ||
---|---|---|---|---|---|---|
Presence . | Absence . | CBI . | AUC . | |||
Antarctic krill | 1 | 997 | 299 | 0.99 | 0.82 | 0.68 |
2 | 169 | 251 | 0.86 | 0.78 | 0.39 | |
3 | 56 | 54 | 0.34 | 0.95 | 0.10 | |
4 | 182 | 144 | 0.98 | 0.82 | 0.16 | |
5 | 7 | 43 | 0.78 | 0.89 | 0.62 | |
6 | 21 | 73 | 0.83 | 0.91 | 0.83 | |
7 | 449 | 336 | 1.00 | 0.84 | 0.85 | |
8 | 37 | 56 | 0.81 | 0.90 | 0.76 | |
9 | 14 | 19 | 0.30 | 0.74 | 0.59 | |
Southern Ocean | 1 972 | 1 250 | 1.00 | 0.85 | 0.58 | |
Ice krill | 1 | 3 | 5 | 0.67 | 1.00 | – |
2 | 0 | 0 | – | – | – | |
3 | 42 | 34 | 0.90 | 0.96 | – | |
4 | 17 | 92 | 0.87 | 1.00 | – | |
5 | 0 | 0 | – | – | – | |
6 | 0 | 0 | – | – | – | |
7 | 137 | 102 | 0.76 | 0.99 | – | |
8 | 23 | 22 | 0.66 | 1.00 | – | |
9 | 0 | 0 | – | – | – | |
Southern Ocean | 232 | 247 | 0.97 | 0.99 | – |
Species . | CCAMLR MPA Planning Domains . | Observational data . | Spatial predictability . | rs with IWC catch data . | ||
---|---|---|---|---|---|---|
Presence . | Absence . | CBI . | AUC . | |||
Antarctic krill | 1 | 997 | 299 | 0.99 | 0.82 | 0.68 |
2 | 169 | 251 | 0.86 | 0.78 | 0.39 | |
3 | 56 | 54 | 0.34 | 0.95 | 0.10 | |
4 | 182 | 144 | 0.98 | 0.82 | 0.16 | |
5 | 7 | 43 | 0.78 | 0.89 | 0.62 | |
6 | 21 | 73 | 0.83 | 0.91 | 0.83 | |
7 | 449 | 336 | 1.00 | 0.84 | 0.85 | |
8 | 37 | 56 | 0.81 | 0.90 | 0.76 | |
9 | 14 | 19 | 0.30 | 0.74 | 0.59 | |
Southern Ocean | 1 972 | 1 250 | 1.00 | 0.85 | 0.58 | |
Ice krill | 1 | 3 | 5 | 0.67 | 1.00 | – |
2 | 0 | 0 | – | – | – | |
3 | 42 | 34 | 0.90 | 0.96 | – | |
4 | 17 | 92 | 0.87 | 1.00 | – | |
5 | 0 | 0 | – | – | – | |
6 | 0 | 0 | – | – | – | |
7 | 137 | 102 | 0.76 | 0.99 | – | |
8 | 23 | 22 | 0.66 | 1.00 | – | |
9 | 0 | 0 | – | – | – | |
Southern Ocean | 232 | 247 | 0.97 | 0.99 | – |
AUC - area under the receiver operating characteristic curve; CBI - continuous Boyce index; rs - Spearman rank correlation; and IWC - International Whaling Commission.
Distribution of Antarctic krill (E. superba) and Ice krill (E. crystallorophias) observational data and ensemble model validation by CCAMLR MPA Planning Domains and across the entire model domain.
Species . | CCAMLR MPA Planning Domains . | Observational data . | Spatial predictability . | rs with IWC catch data . | ||
---|---|---|---|---|---|---|
Presence . | Absence . | CBI . | AUC . | |||
Antarctic krill | 1 | 997 | 299 | 0.99 | 0.82 | 0.68 |
2 | 169 | 251 | 0.86 | 0.78 | 0.39 | |
3 | 56 | 54 | 0.34 | 0.95 | 0.10 | |
4 | 182 | 144 | 0.98 | 0.82 | 0.16 | |
5 | 7 | 43 | 0.78 | 0.89 | 0.62 | |
6 | 21 | 73 | 0.83 | 0.91 | 0.83 | |
7 | 449 | 336 | 1.00 | 0.84 | 0.85 | |
8 | 37 | 56 | 0.81 | 0.90 | 0.76 | |
9 | 14 | 19 | 0.30 | 0.74 | 0.59 | |
Southern Ocean | 1 972 | 1 250 | 1.00 | 0.85 | 0.58 | |
Ice krill | 1 | 3 | 5 | 0.67 | 1.00 | – |
2 | 0 | 0 | – | – | – | |
3 | 42 | 34 | 0.90 | 0.96 | – | |
4 | 17 | 92 | 0.87 | 1.00 | – | |
5 | 0 | 0 | – | – | – | |
6 | 0 | 0 | – | – | – | |
7 | 137 | 102 | 0.76 | 0.99 | – | |
8 | 23 | 22 | 0.66 | 1.00 | – | |
9 | 0 | 0 | – | – | – | |
Southern Ocean | 232 | 247 | 0.97 | 0.99 | – |
Species . | CCAMLR MPA Planning Domains . | Observational data . | Spatial predictability . | rs with IWC catch data . | ||
---|---|---|---|---|---|---|
Presence . | Absence . | CBI . | AUC . | |||
Antarctic krill | 1 | 997 | 299 | 0.99 | 0.82 | 0.68 |
2 | 169 | 251 | 0.86 | 0.78 | 0.39 | |
3 | 56 | 54 | 0.34 | 0.95 | 0.10 | |
4 | 182 | 144 | 0.98 | 0.82 | 0.16 | |
5 | 7 | 43 | 0.78 | 0.89 | 0.62 | |
6 | 21 | 73 | 0.83 | 0.91 | 0.83 | |
7 | 449 | 336 | 1.00 | 0.84 | 0.85 | |
8 | 37 | 56 | 0.81 | 0.90 | 0.76 | |
9 | 14 | 19 | 0.30 | 0.74 | 0.59 | |
Southern Ocean | 1 972 | 1 250 | 1.00 | 0.85 | 0.58 | |
Ice krill | 1 | 3 | 5 | 0.67 | 1.00 | – |
2 | 0 | 0 | – | – | – | |
3 | 42 | 34 | 0.90 | 0.96 | – | |
4 | 17 | 92 | 0.87 | 1.00 | – | |
5 | 0 | 0 | – | – | – | |
6 | 0 | 0 | – | – | – | |
7 | 137 | 102 | 0.76 | 0.99 | – | |
8 | 23 | 22 | 0.66 | 1.00 | – | |
9 | 0 | 0 | – | – | – | |
Southern Ocean | 232 | 247 | 0.97 | 0.99 | – |
AUC - area under the receiver operating characteristic curve; CBI - continuous Boyce index; rs - Spearman rank correlation; and IWC - International Whaling Commission.
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