在不断变化的世界里,生态和进化动态的可预测性
Claudio Bozzuto1, Anthony R Ives2
1Wildlife Analysis GmbH, Oetlisbergstrasse 38 , 8053 Zurich, Switzerland.
Proceedings. Biological sciences
|July 9, 2024
概括
预测生物多样性变化对于保护至关重要. 这项研究显示,50%的人口只能在未来一年内预测,预测能力 (R2) 的中位数为20%.
科学领域:
- 生态生态学 生态生态学
- 进化生物学 进化生物学
- 保护科学 保护科学
背景情况:
- 生物多样性正面临越来越大的压力,需要为保护决策制定生态和进化预测.
- 了解可预测性的极限对于有效的保护策略至关重要.
研究的目的:
- 为预测随着时间的推移而发生的生态和进化变化提供现实的预期.
- 为了介绍和解释预测功率指标,PP(t).
主要方法:
- 对昆虫,鸟类,鱼类和哺乳动物的种群可预测性的分析.
- 引入预测功率指标PPt,用于量化可预测性.
- 探索影响可预测性的因素,例如收获策略和数据整合.
主要成果:
- 50%的人口最多可以提前一年预测.
- 一年前的预测能力 (R2) 的中位数仅为20%.
- 可预测性可能受到收获策略和包含解释变量的因素的影响.
结论:
- 目前的生态和进化预测的时间范围有限,准确度适度.
- 提高可预测性需要利用现有数据,纳入解释变量,并考虑时间趋势.
- 意识到可预测性限制对于有效减轻生物多样性损失和环境管理至关重要.
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