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Imperfect detection and sampling effort shape ground beetle (Carabidae) diversity indicators in large-scale monitoring

Soil biodiversity indicators are increasingly used to inform environmental assessment and policy, yet their robustness is often constrained by heterogeneous sampling designs and imperfect species detection. Surface-active arthropods, such as ground beetles (Carabidae), are widely...