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Imperfect detection and sampling effort shape ground beetle (Carabidae) diversity indicators in large-scale monitoring
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DOI：10.1016/j.ecolind.2026.115220.png)
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Abstract
En 中文
• Sampling designs differ in species detectability, even at comparable effort. • Protocol differences propagate from species-level detection probability estimators to community diversity indices. • Inventory coverage standardisation reduces, but does not eliminate, protocol effects. • Protocol dependence decreases consistently from species richness to Simpson diversity. • Detection-aware frameworks improve comparability of large-scale biodiversity indicators.
Keywords:
Occupancy models
Inventory coverage
Detection probability
Pitfall trapping
Hill numbers
Biodiversity monitoring
Sampling protocol comparability
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7.4
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1.3W
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7.1W
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