Klomberg Yannick, Tropek Robert, Mertens Jan E J, Kobe Ishmeal N, Hodeček Jiří, Raška Jan, Fominka Nestoral T, Souto-Vilarós Daniel, Janečková Petra, Janeček Štěpán
Department of Ecology, Faculty of Science, Charles University, Prague, Czechia.
Naturalis Biodiversity Center, Leiden, The Netherlands.
Ecol Lett. 2022 Apr;25(4):839-850. doi: 10.1111/ele.13958. Epub 2022 Jan 10.
The pollination syndrome hypothesis predicts that plants pollinated by the same pollinator group bear convergent combinations of specific floral functional traits. Nevertheless, some studies have shown that these combinations predict pollinators with relatively low accuracy. This discrepancy may be caused by changes in the importance of specific floral traits for different pollinator groups and under different environmental conditions. To explore this, we studied pollination systems and floral traits along an elevational gradient on Mount Cameroon during wet and dry seasons. Using Random Forest (Machine Learning) models, allowing the ranking of traits by their relative importance, we demonstrated that some floral traits are more important than others for pollinators. However, the distribution and importance of traits vary under different environmental conditions. Our results imply the need to improve our trait-based understanding of plant-pollinator interactions to better inform the debate surrounding the pollination syndrome hypothesis.
传粉综合征假说预测,由同一传粉者群体授粉的植物具有特定花部功能性状的趋同组合。然而,一些研究表明,这些组合对传粉者的预测准确率相对较低。这种差异可能是由于特定花部性状在不同传粉者群体和不同环境条件下的重要性发生了变化。为了探究这一点,我们在喀麦隆山的干湿季节沿着海拔梯度研究了传粉系统和花部性状。使用随机森林(机器学习)模型,通过性状的相对重要性对其进行排序,我们证明了某些花部性状对传粉者来说比其他性状更重要。然而,性状的分布和重要性在不同环境条件下会有所不同。我们的结果意味着有必要改进我们基于性状的对植物 - 传粉者相互作用的理解,以便更好地为围绕传粉综合征假说的辩论提供信息。