Forest & Conservation Sciences, Faculty of Forestry, University of British Columbia, Vancouver, BC, Canada.
Department of Statistics, Columbia University, New York, NY, USA.
Glob Chang Biol. 2021 Oct;27(20):4947-4949. doi: 10.1111/gcb.15746. Epub 2021 Aug 5.
Recently, multiple studies have reported declining phenological sensitivities (∆ days per ℃) with higher temperatures. Such observations have been used to suggest climate change is reshaping biological processes, with major implications for forecasts of future change. Here, we show that these results may simply be the outcome of using linear models to estimate nonlinear temperature responses, specifically for events that occur after a cumulative thermal threshold is met-a common model for many biological events. Corrections for the nonlinearity of temperature responses consistently remove the apparent decline. Our results show that rising temperatures combined with linear estimates based on calendar time produce the observations of declining sensitivity-without any shift in the underlying biology. Current methods may thus undermine efforts to identify when and how warming will reshape biological processes.
最近,多项研究报告称,随着温度升高,物候学敏感性(每摄氏度的天数变化)呈下降趋势。这些观察结果被用来表明气候变化正在重塑生物过程,这对未来变化的预测有重大影响。在这里,我们表明,这些结果可能只是使用线性模型来估计非线性温度响应的结果,特别是对于达到累积热阈值后发生的事件-这是许多生物事件的常见模型。对温度响应的非线性进行校正可以一致地消除明显的下降趋势。我们的研究结果表明,随着温度的升高和基于日历时间的线性估计相结合,会产生敏感性下降的观察结果-而潜在生物学没有任何变化。因此,目前的方法可能会破坏识别何时以及如何变暖将重塑生物过程的努力。