Causal network construction and quantification in complex ecosystems

doi:10.1016/j.ecocom.2026.101164

Causal network construction and quantification in complex ecosystems

2026-04-30

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DOI：10.1016/j.ecocom.2026.101164

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Abstract

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● A dual-strategy ecological causal discovery tool (DS-ECD) detects multi-level causality. ● The Relative Causality-Driven Intensity (RCDI) metric quantifies causal effect strength. ● The model demonstrates robustness with high-noise and high-dimensional ecological data. ● Applied to diverse ecosystems to inform ecosystem management.

Keywords:

causal discovery

ecological networks

causality quantification

dual-strategy

ecosystem management

Causal network construction and quantification in complex ecosystems

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