How temperature regimes near the equinox synchronize spring biological events
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arXiv
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| Format: | Preprint |
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2026
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| author | Auerbach, Jonathan Gelman, Andrew Wolkovich, E. M. |
| author_facet | Auerbach, Jonathan Gelman, Andrew Wolkovich, E. M. |
| contents | Many biological processes, including plant leafout and flowering, occur once cumulative temperatures reach a threshold (the thermal-sum model). In this way, temperatures are thought to coordinate the timing of biological events. But growing evidence suggests that as climates warm, both the advancement of spring has slowed (declining sensitivity) and the variance in the timing of spring events has increased (declining synchrony), raising questions about the resilience of temperature-based coordination to anthropogenic climate change. To answer these questions, researchers have complicated the thermal-sum model, introducing additional factors and mechanisms. We consider whether such complexity is necessary. Using results from the theory of stopped random walks, we show that sensitivity and synchrony are exactly as predicted by the basic thermal-sum model. The theory suggests a nonlinear relationship between temperatures and both the timing and synchrony of biological events. In particular, it predicts that as temperatures increase and springtime events shift from the equinox toward the solstice, the events themselves become less coordinated and more variable. We verify these predictions using experimental and real-world data, including 10,000 observations of common lilacs (United States, 1956-2025). We conclude that the theory provides a powerful tool for understanding the thermal-sum model, particularly when considering additional complexity. |
| format | Preprint |
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arxiv_https___arxiv_org_abs_2604_23744 |
| institution | arXiv |
| publishDate | 2026 |
| record_format | arxiv |
| spellingShingle | How temperature regimes near the equinox synchronize spring biological events Auerbach, Jonathan Gelman, Andrew Wolkovich, E. M. Applications Other Statistics Many biological processes, including plant leafout and flowering, occur once cumulative temperatures reach a threshold (the thermal-sum model). In this way, temperatures are thought to coordinate the timing of biological events. But growing evidence suggests that as climates warm, both the advancement of spring has slowed (declining sensitivity) and the variance in the timing of spring events has increased (declining synchrony), raising questions about the resilience of temperature-based coordination to anthropogenic climate change. To answer these questions, researchers have complicated the thermal-sum model, introducing additional factors and mechanisms. We consider whether such complexity is necessary. Using results from the theory of stopped random walks, we show that sensitivity and synchrony are exactly as predicted by the basic thermal-sum model. The theory suggests a nonlinear relationship between temperatures and both the timing and synchrony of biological events. In particular, it predicts that as temperatures increase and springtime events shift from the equinox toward the solstice, the events themselves become less coordinated and more variable. We verify these predictions using experimental and real-world data, including 10,000 observations of common lilacs (United States, 1956-2025). We conclude that the theory provides a powerful tool for understanding the thermal-sum model, particularly when considering additional complexity. |
| title | How temperature regimes near the equinox synchronize spring biological events |
| topic | Applications Other Statistics |
| url | https://arxiv.org/abs/2604.23744 |