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Table 3. Correct classification rates (%) for colonies and non-breeding areas by feather, and discriminant functions using SIA.
| P1 correct | S8 correct | R6 correct | ||||||
|---|---|---|---|---|---|---|---|---|
| Sample sizes | classification (%) | classification (%) | classification (%) | |||||
| Training | Testing | Training | Testing | Training | Testing | Training | Testing | |
| Breeding colonies: | ||||||||
| Vila | 5 | 2 | 40.0 | 50.0 | 20.0 | 0.0 | 0.0 | 0.0 |
| M. Clara | 31 | 14 | 51.6 | 57.1 | 35.5 | 21.4 | 48.4 | 50.0 |
| Raso | 10 | 5 | 60.0 | 0.0 | 20.0 | 40.0 | 50.0 | 40.0 |
| Cima | 12 | 5 | 76.9 | 33.3 | 38.5 | 50.0 | 30.8 | 33.3 |
| Total | 58 | 26 | 42.4 | 40.7 | 32.2 | 29.6 | 40.7 | 40.7 |
| Non-breeding areas | ||||||||
| Central Atlantic | 38 | 16 | 51.3 | 47.1 | 87.2 | 94.1 | 89.7 | 82.4 |
| South Atlantic | 21 | 9 | 61.9 | 77.8 | 76.2 | 88.9 | 66.7 | 77.8 |
| Total | 59 | 25 | 55.0 | 57.7 | 83.3 | 92.3 | 81.7 | 80.8 |
| Discriminant functions: | Central Atlantic | South Atlantic | ||||||
| 8th secondary (S8) | 5.8×δ15 N − 116.2×δ13 C − 983.7 | 7.0×δ15 N − 118.8×δ13 C − 1043.9 | ||||||
| 6th rectrix (R6) | 1.3×δ15 N − 79.0×δ13 C − 660.9 | 2.3×δ15 N − 82.2×δ13 C − 727.1 | ||||||
Correct classification rates (%) obtained using stable isotope analysis (δ15N and δ13C values) for P1, S8 and R6 of Bulwer’s petrel tracked with geolocation, and validation of the discriminant analyses using the testing data. Discriminant functions obtained using δ15N and δ13C values of S8 and R6 to infer the non-breeding areas of Bulwer’s petrel. For each feather, the higher result (for the Central or South Atlantic) indicates the belonging of the bird to that cluster.
Reference
- 1.Cruz-Flores M, Militão T, Ramos R, González-Solís J (2018) Using marine isoscapes to infer movements of oceanic migrants: The case of Bulwer’s petrel, Bulweria bulwerii, in the Atlantic Ocean. PLoS ONE 13(6): e0198667 10.1371/journal.pone.0198667 [DOI] [PMC free article] [PubMed] [Google Scholar]
