共同的物种特征分布建模:物种内部特征变化的作用
Nerea Abrego1, Pekka Niittynen1, Julia Kemppinen2,3
1Department of Biological and Environmental Science, University of Jyväskylä, Jyväskylä, Finland.
Ecology
|September 5, 2025
概括
我们开发了一种新的统计框架,即联合物种特征分布模型 (JSTDM), 这种方法有助于理解特征变化如何影响生态社区.
科学领域:
- 生态学
- 社区生态
- 基于特性的生态学
背景情况:
- 特定特征变异在社区组合中的作用还未得到充分研究.
- 缺乏统计方法来共同模拟特征变化和物种丰富性阻碍了研究.
研究的目的:
- 将联合物种分布建模 (JSDM) 扩展为联合物种特征分布建模 (JSTDM).
- 将物种丰度与多种物种的表型特征变异联系起来.
- 提供工具来量化表型特征变异在社区组装中的作用.
主要方法:
- 将JSTDM框架应用于原植物数据 (65个物种,3个特征,325个地点).
- 共同建模的物种丰度和特征变化.
- 估计物种数量,特征和环境变化之间的关联.
主要成果:
- JSTDM估计了物种丰度,物种级特征和地点级特征之间的统计关联.
- 纳入物种丰度信息可以改善特征变异的预测.
- 这种方法产生了关于特征驱动的社区组合的假设.
结论:
- JSTDM提供了一种新的方法来评估物种丰度和特征之间的相互作用.
- 这种方法量化了表型特征变异对社区组合的影响.
- 有助于理解生态社区的生态进化过程.
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