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stat.AP2025
Reconstructing ecological community dynamics from limited observations
Chandler Ross, Ville Laitinen, Moein Khalighi +4
Ecosystems tend to fluctuate around stable equilibria in response to internal dynamics and environmental factors. Occasionally, they enter an unstable tipping region and collapse i…
stat.AP2022★ 1 cited
Probabilistic multivariate early warning signals
Ville Laitinen, Leo Lahti
A broad range of natural and social systems from human microbiome to financial markets can go through critical transitions, where the system suddenly collapses to another stable co…