人口与环境关系改善了对气候变化下的范围动态的机制性理解
A-K Malchow1, F Hartig2, J Reeg1
1Institute for Biochemistry and Biology, University of Potsdam, 14469 Potsdam, Germany.
概括
气候变化对鸟类种群的影响不同. 山地鸟类从更高的温度和更湿的冬季中受益,而低地鸟类则受到影响. 了解这些人口变化是预测未来生物多样性变化的关键.
科学领域:
- 生态生态学 生态生态学
- 气候变化生物学 气候变化生物学
- 人口动态 人口动态
背景情况:
- 物种的分布和丰富程度受到气候变化的影响.
- 在不同气候条件下对人口统计过程的机制性理解对于准确的预测至关重要.
- 现有的模型往往没有整合气候依赖的人口因素.
研究的目的:
- 使用分布和丰度数据推断人口与气候的关系.
- 为瑞士的繁殖鸟种群开发和应用空间显式,基于过程的模型.
- 量化气候对幼儿生存,成年生存和生育能力的影响.
主要方法:
- 开发了基于过程的空间显式模型,包括分散,人口动态和人口率的气候依赖.
- 在贝叶斯框架内使用267个全国丰度时间序列校准模型.
- 通过合适性和歧视性功率分析评估模型性能.
主要成果:
- 平均繁殖季度温度和冬季总降水量被确定为主要的气候预测指标.
- 山鸟种群显示出积极的趋势或由于当代气候变化而减少的损失.
- 低地鸟类种群受到当前气候变化的负面影响.
结论:
- 在统计框架内集成的基于过程的模型可以增强对物种范围动态的预测.
- 这些模型有助于解开导致人口变化的复杂过程.
- 未来的研究应该整合实验和经验研究,以更深入地了解气候与人口相互作用的机制.
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