What CANAREON detects
Climate and ecological systems approaching a tipping point — Arctic sea ice retreat, drought regime shifts, coral bleaching thresholds — exhibit measurable instability signatures before the transition — signals that precede visible deterioration and can be detected in advance. These are the same signals the CANAREON Engine detects in power grid and traffic data, consistent with a system losing resilience as it approaches a critical transition.
Signal
Rising variance in anomaly index
Signal
Increasing autocorrelation (lag-1)
Signal
Loss of system resilience
Domain
Palmer Drought Severity Index (PDSI)
Domain
Sea surface temperature anomalies
Domain
Ecological abundance time series
Current Status
CompletedCore BCI engine validated on power grid frequency data
CompletedPalmer Drought Severity Index (PDSI) real-data ingestion
In progressValidation on PDSI ecological time series
PendingFalse alarm rate characterisation under rolling normalisation
PendingCross-dataset generalisation (sea surface temperature, ice extent)
Real-data validation on ecological time series is underway. Results will be published when validation thresholds are met. Estimated timeline: 6–9 months.