Fig. 7: Tiered surveillance framework for rapid detection of HPAI integrating behavioral, molecular, and electrochemical sensing.
From: Multimodal sensing technologies for HPAI biosurveillance in poultry production systems
Tier 2 activation occurs upon molecular positivity (cycle threshold, Ct < 35) or impedance change, followed by laboratory confirmation and sensor recalibration.
