Whole-Colony Dynamic Energy Budget Model for Bumble Bees: Assessing the Impact of Wildflower Patches on Crop Pollination.

IF 2 4区 数学 Q2 BIOLOGY
Pau Capera-Aragones, Joany Mariño, Amy Hurford, Rebecca C Tyson, Eric Foxall
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引用次数: 0

Abstract

Bumble bees are important pollinators of many crops around the world. In recent decades, agricultural intensification has resulted in significant declines in bumble bee populations and the pollination services they provide. Empirical studies have shown that this trend can be reversed by enhancing the agricultural landscape, for example, by placing wildflower patches adjacent to crops. Despite the empirical evidence, the mechanisms behind these positive effects are not fully understood. Theoretical studies, in the form of mathematical or computational models, have proven useful in providing insights, but the complexity of the underlying system means that certain factors remain unexplored. In this work, we build a unique model coupling a whole-colony Dynamic Energy Budget (DEB) approach for population dynamics to a Maximum Entropy (MaxEnt) principle formulation for the spatial distribution of foraging bees. The use of a DEB to asses whole-colony energy budgets, and its coupling to a spacial model is novel. The use of MaxEnt to predict foraging spatial distributions is still in its early stages, and our work highlights its potential to advance and expand upon the traditional assumptions of the Ideal Free Distribution. We use the developed model to asses the possible benefits and drawbacks of planting wildflower nearby crops for crop pollination services. We answer questions of when should wildflowers bloom, how many should we plant, which type of wildflowers, and where should we place them.

大黄蜂的全群体动态能量收支模型:评估野花斑块对作物授粉的影响。
大黄蜂是世界上许多作物的重要传粉者。近几十年来,农业集约化导致大黄蜂种群数量及其提供的授粉服务大幅减少。实证研究表明,这种趋势可以通过改善农业景观来扭转,例如,通过在作物附近放置野花斑块。尽管有经验证据,但这些积极影响背后的机制尚不完全清楚。以数学或计算模型的形式进行的理论研究已被证明有助于提供见解,但潜在系统的复杂性意味着某些因素仍未被探索。在这项工作中,我们建立了一个独特的模型,将整个群体动态能量预算(DEB)方法与最大熵(MaxEnt)原则公式相结合,用于觅食蜜蜂的空间分布。使用DEB来评估整个群体的能量预算,并将其与空间模型耦合是新颖的。利用MaxEnt预测觅食空间分布仍处于早期阶段,我们的工作突出了它在传统理想自由分布假设基础上的推进和扩展潜力。我们使用开发的模型来评估在作物附近种植野花为作物授粉服务可能带来的好处和缺点。我们回答了野花应该什么时候开花,我们应该种植多少,哪种类型的野花,我们应该把它们放在哪里。
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来源期刊
CiteScore
3.90
自引率
8.60%
发文量
123
审稿时长
7.5 months
期刊介绍: The Bulletin of Mathematical Biology, the official journal of the Society for Mathematical Biology, disseminates original research findings and other information relevant to the interface of biology and the mathematical sciences. Contributions should have relevance to both fields. In order to accommodate the broad scope of new developments, the journal accepts a variety of contributions, including: Original research articles focused on new biological insights gained with the help of tools from the mathematical sciences or new mathematical tools and methods with demonstrated applicability to biological investigations Research in mathematical biology education Reviews Commentaries Perspectives, and contributions that discuss issues important to the profession All contributions are peer-reviewed.
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