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Assessing marine ecosystem risks through unsupervised methods
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DOI：10.1016/j.ecoinf.2025.103334.png)
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Abstract
En 中文
• Ecosystem risk assessment in the Mediterranean due to multiple stressor concurrency. • Comparison of 6 unsupervised methods for marine ecosystem risk assessment. • Four cluster analysis techniques and two machine learning models compared. • Conservative versus precautionary model tendencies highlighted. • Prior risk assessment valuable for Ecosystem Models and Marine Spatial Planning.
Keywords:
Risk assessment
Cluster analysis
Machine learning models
Marine ecosystems
Comparative analysis
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