When grouping “no recapture” and “same day” birds to describe birds that performed no stopover on Ponza (duration of stay did not extend to the next day), the highest proportion of no-stopovers was in the Icterine Warbler (99.1%). In all species, no-stopovers were more than 95% of the individuals, except for the Robin where the proportion was 94.8%. Data are summarized in Table 1. The 12 study species differed in date of passage (χ = 28,226, df = 11, p < 0.001), time of first capture (χ = 2988.1, df = 11, p < 0.001), and fat score at first capture (χ = 5074.2, df = 11, p < 0.001).
Table 1 Species details about the distribution in the four groups “no recapture”, “same day recapture”, “one day stopover”, “long stopover” for the 12 species analyzed When pooling all species and controlling for species and year, we found significant differences among groups in time of capture (LMM: F3,46211 = 179.3, p < 0.001; Table 2). Same day recaptures were captured the earliest, followed by long stopover birds, “no recapture” birds, and one day recaptures (all pairwise comparisons ≤ 0.001, Table 2). Julian date of first capture also differed among groups (F3,46213 = 11.4, p < 0.001, Table 2). Long stopover birds were first caught on average earlier than birds from the other three groups (all three pairwise comparisons p < 0.001, Table 2), while the other three groups did not differ in their average capture date (all pairwise comparisons p > 0.5). SMI at first capture differed among groups (F3,45796 = 23.9, p < 0.001, Table 2). “No recapture” birds had the highest values of SMI, significantly higher than the other three groups (no recapture vs. same day p = 0.007, no recapture vs. one day/long stopover p < 0.001). The differences between the other groups were not significant (same day vs. one day p = 0.172, long stopover vs. one day p = 0.898, long stopover vs. same day p = 0.067). The lowest SMI was in the long stopover group (Table 2).
Table 2 Results of mixed effects linear models to test for differences among groups in time of first capture, date of passage, and SMI Chiffchaff The four groups did not differ in their date of passage (F3,1161 = 0.550, p = 0.648), initial capture time (F3,1161 = 1.764, p = 0.152, Fig. 1), or SMI at first capture (F3,1140 = 1.600, p = 0.188, Fig. 2). Long stopover birds had a non-significant positive fuel deposition rate (0.11 ± 0.22 g/day, t = 0.858, p = 0.400). Same day recaptures did not significantly change their body mass (0.00 ± 0.01 g/h, t = − 0.193, p = 0.849).
Garden Warbler The four groups did not differ in their date of passage (F3,11949 = 1.657, p = 0.174). Initial capture time was different among groups (F3,11949 = 58.300, p < 0.001, Fig. 1). One day recaptures were trapped significantly later than “no recapture” birds, same day recaptures (both p < 0.001) and long stopover birds (p = 0.006). Long stopover birds were captured later than “no recapture” birds and same day recaptures (both p < 0.001). There was a difference in SMI at first capture between groups (F3,11865 = 10.580, p < 0.001, Fig. 2). “No recapture” birds were heavier than same day recaptures (p = 0.004 and long stopover birds (p < 0.001). Long stopover birds had a non-significant negative fuel deposition rate (− 0.01 ± 0.12 g/day, t = 0.127, i = 0.900). Same day recaptures had a significant negative change in body mass (− 0.05 ± 0.01 g/h, t = − 5.091, p < 0.001).
Icterine Warbler There was a significant difference among groups in date of passage (F3,5355 = 4.174, p = 0.006). Post hoc tests, however, did not confirm any difference between groups (all p > 0.05). Initial capture time was different among groups (F3,5355 = 10.300, p < 0.001, Fig. 1). One day recaptures were trapped significantly later than “no recapture” birds, same day recaptures (both p < 0.001) and long stopover birds (p = 0.028). SMI, at first capture, did not differ among groups (F3,5307 = 1.229, p = 0.298, Fig. 2). Same day recaptures did not significantly change their body mass (− 0.03 ± 0.03 g/h, t = − 1.349, p = 0.181).
Pied Flycatcher The four groups did not differ in their date of passage (F3,2276 = 1.251, p = 0.290) or Initial capture time was different among groups (F3,2276 = 12.130, p < 0.001, Fig. 1). One day recaptures were trapped significantly later than ”no recapture” birds, same-day recaptures (both p < 0.001), and long stopover birds (p = 0.019). Same day recaptures were initially captured earlier than “no recapture” birds (p = 0.014). There were no differences in initial SMI among the four groups (F3,2256 = 0.175, p = 0.913, Fig. 2). Long stopover birds had a non-significant positive fuel deposition rate (0.41 ± 0.67 g/day, t = 0.643, p = 0.528). Same day recaptures significantly lost body mass over time (− 0.04 ± 0.01 g/h, t = − 4.014, p < 0.001).
Redstart The four groups did not differ in their date of passage (F3,1339 = 0.443, p = 0.722), initial capture time (F3,1339 = 2.148, p = 0.092, Fig. 1), or initial SMI (F3,1328 = 0.479, p = 0.697, Fig. 2) and same day recaptures did not significantly change their body mass (− 0.04 ± 0.04 g/h, t = − 1.113, p = 0.279).
Robin Julian date of first capture differed among groups (F3,3992 = 3.664, p = 0.012). Post hoc tests revealed birds in the one day stopover group occurred slightly later in the season (p = 0.034). Initial capture time was different among groups (F3,3992 = 41.180, p < 0.001, Fig. 1). One day recaptures were trapped significantly later than “no recapture” birds, same day recaptures, and long stopover birds (all p < 0.001). Same day recaptures were captured earlier than “no recapture” birds and long stopover birds (both p < 0.001). Initial SMI did not differ among groups (F3,3966 = 0.775, p = 0.508, Fig. 2). Long stopover birds had a non-significant negative fuel deposition rate (− 0.06 ± 0.16 g/day, t = − 1.476, p = 0.146). Same-day recaptures significantly lost body mass over time (− 0.03 ± 0.01 g/h, t = − 2.968, p = 0.004).
Spotted Flycatcher The four groups did not differ in their date of passage (F3,1834 = 1.338, p = 0.260). Initial capture time was different among groups (F3,1834 = 7.297, p < 0.001, Fig. 1). One day recaptures were trapped significantly later than “no recapture” birds and same day recaptures (both p < 0.001). Same day recaptures were initially captured earlier than “no recapture” birds (p = 0.044). Birds of the four groups differed in initial SMI (F3,1817 = 3.256, p = 0.021, Fig. 2). “No recapture” birds were heavier than one day recaptures (p = 0.012). Same day recaptures did not significantly change their body mass (− 0.02 ± 0.01 g/h, t = − 1.665, p = 0.127).
Subalpine Warbler The four groups did not differ in their date of passage (F3,2557 = 0.517, p = 0.671). Initial capture time was different among groups (F3,2557 = 21.780, p < 0.001, Fig. 1). One day recaptures were trapped significantly later than “no recapture” birds, same day recaptures (both p < 0.001), and long stopover birds (p = 0.007). “No recapture” birds (p = 0.008) and same day recaptures (p < 0.001) were initially captured earlier than long stopover birds. Birds of the four groups differed in initial SMI (F3,2526 = 8.272, p < 0.001, Fig. 2). “No recapture” birds were heavier than long stopover birds (p = 0.021) and same day recaptures (p = 0.003). Long stopover birds had a significant positive fuel deposition rate (0.27 ± 0.31 g/day, t = 3.844, p < 0.001). Same day recaptures did not significantly change their body mass (0.02 ± 0.02 g/h, t = 1.205, p = 0.233).
Whinchat The groups differed in their date of passage (F3,2349 = 3.216, p = 0.022). The birds in the “long stopover” group occurred on average earlier than “no recapture” birds (p = 0.049). Initial capture time was different among groups (F3,2349 = 5.799, p < 0.001, Fig. 1). One day recaptures were trapped significantly later than “no recapture” birds (p = 0.001) and same day recaptures (p < 0.001). There were significant differences in initial SMI among the four groups (F3,2325 = 2.825, p = 0.037, Fig. 2). “No recapture” birds were heavier than one day recaptures (p = 0.024). Same day recaptures significantly lost body mass over time (− 0.05 ± 0.02 g/h, t = − 2.246, p = 0.031).
Whitethroat The groups differed in their date of passage (F3,6800 = 5.529, p < 0.001). The birds in the “long stopover” group occurred on average earlier than the other groups (long stopover—no recapture: p = 0.001; long stopover—same day: p < 0.001; long stopover—one day: p = 0.010). Initial capture time was different among groups (F3,6800 = 26.920, p < 0.001, Fig. 1). One day recaptures were trapped significantly later than”no recapture” birds, same day recaptures, and long stopover birds (all p < 0.001). Birds of the four groups differed in initial SMI (F3,6730 = 6.954, p < 0.001, Fig. 2). “No recapture” birds were heavier than one day recaptures (p = 0.007) and long stopover birds (p = 0.017). Long stopover birds had a non-significant positive fuel deposition rate (0.05 ± 0.01 g/day, t = 1.978, p = 0.053). Same day recaptures significantly lost body mass over time (− 0.05 ± 0.01 g/h, t = − 5.042, p < 0.001).
Willow Warbler There was a significant difference among groups in the date of passage (F3,2967 = 2.823, p = 0.037). Post hoc tests, however, did not confirm any difference between groups (all p > 0.10). Initial capture time was different among groups (F3,2967 = 12.040, p < 0.001, Fig. 1). One day recaptures were trapped significantly later than “no recapture” birds, same day recaptures, and long stopover birds (all p < 0.001). Birds of the four groups differed in initial SMI (F3,2925 = 4.877, p = 0.002, Fig. 2). “No recapture” birds (p = 0.008) and same day recaptures (p = 0.027) were heavier than one day stopover birds. Long stopover birds had a non-significant positive fuel deposition rate (0.23 ± 0.23 g/day, t = 1.189, p = 0.249). Same day recaptures did not significantly change their body mass (− 0.02 ± 0.01 g/h, t = − 1.609, p = 0.113).
Wood Warbler The four groups did not differ in their date of passage (F3,3603 = 2.111, p = 0.097). Initial capture time was different among groups (F3,3603 = 15.470, p < 0.001, Fig. 1). One day recaptures were trapped significantly later than “no recapture” birds and same day recaptures (both p < 0.001). Long stopover birds were initially captured later than “no recapture” birds (p = 0.002) and same day recaptures (p < 0.001). There were no differences in initial SMI among the four groups (F3,3580 = 2.332, p = 0.072, Fig. 2). Long stopover birds had a non-significant negative fuel deposition rate (− 0.21 ± 0.18 g/day, t = − 0.985, p = 0.330). Same day recaptures significantly lost body mass over time (− 0.05 ± 0.01 g/h, t = − 3.114, p = 0.003).