Abstract

In migratory species, the timing of arrival at the breeding grounds is a life-history trait with major fitness consequences. The optimal arrival date varies from year-to-year, and animals use cues to adjust their arrival dates to match this annual variation. However, which cues they use to time their arrival and whether these cues actually predict the annual optimal arrival date is largely unknown. Here, we integrate causal and evolutionary analysis by identifying the environmental variables used by a migratory songbird to time its arrival dates and testing whether these environmental variables also predicted the optimal time to arrive. We used 11 years of male arrival data of a pied flycatcher population. Specifically, we tested whether temperature and normalized difference vegetation index (NDVI) values from their breeding grounds in the Netherlands and from their wintering grounds in Ivory Coast explained the variation in arrival date, and whether these variables correlated with the position of the annual fitness peak at the breeding grounds. We found that temperature and NDVI, both from the wintering and the breeding grounds, explained the annual variation in arrival date, but did not correlate with the optimal arrival date. We explore three alternative explanations for this lack of correlation. Firstly, the date of the fitness peak may have been incorrectly estimated because a potentially important component of fitness (i.e., migration date dependent mortality en route or directly upon arrival) could not be measured. Secondly, we focused on male timing but the fitness landscape is also likely to be shaped by female timing. Finally, the correlation has recently disappeared because climate change disrupted the predictive value of the cues that the birds use to time their migration. In the latter case, birds may adapt by altering their sensitivity to temperature and NDVI.

Highlights

  • In seasonal habitats, the timing of annual cycle stages such as flowering and bud burst in plants, and reproduction, molt or migration in animals, is matched with a short window in which conditions are optimal for these stages

  • The most relevant period over which the environmental variables affected the arrival dates included Ivory Coast temperatures and normalized difference vegetation index (NDVI) with the window moved by a 60-day lag, as well as a window duration of 25 days for the non-lagged Ivory Coast and Dutch temperatures and NDVI (Supplementary Table 1)

  • We found a significant interaction between age and lagged Ivory Coast temperatures, with a stronger temperature effect in younger birds as well as between age and lagged Ivory Coast NDVI, again, with a stronger effect in second calendar year birds (SCY)

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Summary

Introduction

The timing of annual cycle stages such as flowering and bud burst in plants, and reproduction, molt or migration in animals, is matched with a short window in which conditions are optimal for these stages. The timing of the optimal window for breeding may be related to the moment when food abundance is at its peak (Noordwijk et al, 1995; Visser et al, 2006), while the local climate would be an important determinant of optimal arrival date at the breeding grounds in migratory birds (Brown and Brown, 2000; Erni et al, 2005). Individuals respond to environmental conditions that serve as so-called cues, which affect the timing of these stages These cues are only useful if they are predictive, i.e., when they correlate with or causally affect the fitness landscape for that annual cycle stage (Noordwijk and Müller, 1994; Visser et al, 2004; Figure 1)

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