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Cross-scale hotspot transition and scale-dependent drivers of urban bird richness
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DOI:10.1016/j.ecolind.2026.115258.png)
Abstract
En 中文
• Multi-scale modeling identified 1000 m as the optimal biodiversity scale. • Hotspot transitions revealed cross-scale reorganization of biodiversity patterns. • Environmental drivers exhibited nonlinear thresholds across spatial scales. • Seasonal simulations revealed phenology-related shifts in ecological responses.
Keywords:
Urban biodiversity
Spatial scale
Biodiversity hotspots
Ecological thresholds
Explainable machine learning
Journal
IF:
7.4
Papers:
1.3W
Citations:
7.1W
