Lateral interferences on open roads cause conflicts and delays that dissipate at varying rates, implying that open roads have different risk-absorption capacities. This study develops a traffic safety resilience (TSR) framework combining crossing time-to-collision (CTTC) with time of normal operation recovery (TOR) to drone trajectories from two open roads with five types of lateral interference. Short-CTTC (≤ 2 s) was concentrated within ±20 m of the interference source for pedestrian crossings, pedestrian-lane occupation, and curb parking; rider-lane occupation and merging interactions were more dispersed. Speed recovery often continued after vehicles left the interaction region. The baseline macro-average TSR values were 0.259 for the urban street and 0.307 for the low-grade highway. Extending the recovery window narrowed this difference, indicating that the comparison depends on how recovery is defined. These indicators jointly enable micro-level TSR assessment of open roads with lateral interferences, offering a concise reference for risk absorption and recovery.
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Qian et al. (2026) studied this question.
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