解构人类对物种自然分布的影响的地理
Conor Waldock1,2,3, Bernhard Wegscheider4,5,6, Dario Josi4,5,6
1Aquatic Ecology and Evolution, Institute of Ecology and Evolution, University of Bern, Bern, Switzerland. conor.waldock@unibe.ch.
Nature communications
|October 14, 2024
概括
了解物种的阴影分布对于有效的保护至关重要. 这种方法揭示了环境因素和威胁如何影响物种,指导了更好的生物多样性保护战略.
科学领域:
- 生态生态学 生态生态学
- 保护生物学 保护生物学
- 环境科学 环境科学
背景情况:
- 物种分布是由自然和人为环境因素之间的复杂相互作用所塑造的.
- 当前的保护策略可能是无效的,如果不了解这些多重的,往往一致的梯度的相互作用.
- 在自然环境决定因素的背景下,人为威胁的相对重要性不明.
研究的目的:
- 引入和应用"影子分布"的概念,以量化对物种的环境约束.
- 利用可解释的人工智能 (XAI) 来解构物种的环境构建块.
- 评估威胁对物种在其内的环境适应性的影响.
主要方法:
- "影子分布"概念的发展和应用.
- 利用可解释的人工智能 (XAI) 来建模物种的环境和威胁影响.
- 评估瑞士多种危淡水鱼类的阴影分布.
主要成果:
- 在88%的物种环境中发现了威胁的负面影响.
- 由于威胁的影响,受威胁的淡水鱼类的环境适应性平均减少了25%.
- 影子分布揭示了对环境威胁的负面物种反应的特定区域和机制.
结论:
- 保护规划需要量化物种的影子分布,以及传统的分布和威胁映射.
- 了解自然环境限制对于将保护行动置于背景和优先考虑至关重要.
- 这种方法可以提高保护努力的有效性,以实现国家和国际生物多样性目标.
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