| id,system,region,time_window,fast_variables,slow_variables,baseline_coupling_profile,lag_correlation_matrix,information_flow_metrics,cross_scale_coherence_index,lag_structure_shift,decoupling_onset_time,affected_scales,early_warning_confidence,notes,constraints,gold_checklist |
| CSSDD-T01,permafrost,Arctic,2000-2025,"temperature spikes; rainfall","ground ice; vegetation","Weakening thermal constraint","Lag coherence declining","Fast forcing dominates",0.45,"emerging","~2015","local↔regional","medium_high","Model must justify decoupling","Under 280 words.","index+lag+scales" |
