Forecast-Informed Hysteretic Routing for Stable Urban Flood Networks

Urban flood route guidance must anticipate disruption without causing unnecessary route changes. We test whether short-horizon flood forecasts can determine when to replace a currently usable route. Predictive risk-score hysteretic routing (PRH) estimates next-hour segment threshold-crossing risk, generates risk-aware alternatives and retains the current recommendation until a forecast-based release condition is met. The method was developed on four simulated flood events and evaluated with frozen parameters on 38 held-out events in Norfolk, Virginia. PRH produced 8,285 next-hour path threshold crossings, 11.1 per cent fewer than 10 per cent bounded-detour retention, and 11,517 route switches, 23.4 per cent fewer than repeated shortest-path recomputation. Matched controls and ablations attributed this operating point to the interaction of risk-weighted candidates and retention. In a strict trigger-signal replacement, linear extrapolation reduced crossings further but required longer detours, showing that segment-level forecast accuracy alone does not determine route-control performance. The main contribution is a simulation-level decision framework for balancing threshold crossings, route switching and detour cost, rather than an operational route-safety claim.

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Publication Details

Journal
Tehnicki vjesnik - Technical Gazette
Published
2026-11-08
DOI
https://doi.org/10.17559/tv-20260929003951
Primary Topic
Flood Risk Assessment and Management
Type
article
Field-Weighted Citation Impact
0.00
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article

Forecast-Informed Hysteretic Routing for Stable Urban Flood Networks

Fu Gongyun, Shunjie Yang, Dong Li, Dalin Zhang
Tehnicki vjesnik - Technical Gazette
Flood Risk Assessment and Management
article

Forecast-Informed Hysteretic Routing for Stable Urban Flood Networks

Fu Gongyun, Shunjie Yang, Dong Li, Dalin Zhang
article en

Abstract

Urban flood route guidance must anticipate disruption without causing unnecessary route changes. We test whether short-horizon flood forecasts can determine when to replace a currently usable route. Predictive risk-score hysteretic routing (PRH) estimates next-hour segment threshold-crossing risk, generates risk-aware alternatives and retains the current recommendation until a forecast-based release condition is met. The method was developed on four simulated flood events and evaluated with frozen parameters on 38 held-out events in Norfolk, Virginia. PRH produced 8,285 next-hour path threshold crossings, 11.1 per cent fewer than 10 per cent bounded-detour retention, and 11,517 route switches, 23.4 per cent fewer than repeated shortest-path recomputation. Matched controls and ablations attributed this operating point to the interaction of risk-weighted candidates and retention. In a strict trigger-signal replacement, linear extrapolation reduced crossings further but required longer detours, showing that segment-level forecast accuracy alone does not determine route-control performance. The main contribution is a simulation-level decision framework for balancing threshold crossings, route switching and detour cost, rather than an operational route-safety claim.

Tehnicki vjesnik - Technical GazetteVol. 33(6)
Beijing Jiaotong University (CN), China Railway Group (China) (CN)
Sustainable cities and communities, Industry, innovation and infrastructure
Flood Risk Assessment and Management
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