Validation of a Simplified Road Assessment Programme Methodology

A Road Assessment Programme (RAP) is a procedure to assess the safety level of a road infrastructure based on the existing features/risk factors. A simplified RAP methodology using automated video image analysis has been previously defined. From the process, a Global Risk Score (GRS) was calculated. This paper aims to present the application and validation of the proposed simplified RAP methodology. A survey of 1220 km of the national motorway M-1/E30 road sections Kozlovichi (Poland border) – Minsk – Red’ki (Russian border) was performed in Belarus in September 2021. Validation of the procedure was carried out on M1/E30 by comparing the GRS values obtained and road traffic crash (RTC) data history. Three datasets have been used during the validation process, in particular: GRS dataset 2021, historical series of RTC recorded on the portion of interest of the M1 for the period 2017-2019, and data related to traffic flows for 2015. In order to compare the GRS values and the RTC data, different models were calibrated. A generalized linear modeling techniques (GLM) were used to fit the models, and a negative binomial distribution error structure was assumed. The variables AADT, segment length, and GRS were positively linked to the expected number of RTC frequency. The validation process demonstrated a positive correlation between the GRS values and the expected number of RTC. It has been shown that increasing the value of the GRS leads to an increase in the expected number of RTC.

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Publication Details

Journal
Transportation research procedia
Published
2025-01-01
DOI
https://doi.org/10.1016/j.trpro.2025.06.046
Citations
1
Primary Topic
Infrastructure Maintenance and Monitoring
Type
article
Field-Weighted Citation Impact
0.95

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article

Validation of a Simplified Road Assessment Programme Methodology

Brayan González-Hernández, Davide Shingo Usami, Luca Persia, Sevket Oguz Kagan Capkin
1 citations
Transportation research procedia
Infrastructure Maintenance and Monitoring
0.95
article

Validation of a Simplified Road Assessment Programme Methodology

Brayan González-Hernández, Davide Shingo Usami, Luca Persia, Sevket Oguz Kagan Capkin
article en
1 citations

Abstract

A Road Assessment Programme (RAP) is a procedure to assess the safety level of a road infrastructure based on the existing features/risk factors. A simplified RAP methodology using automated video image analysis has been previously defined. From the process, a Global Risk Score (GRS) was calculated. This paper aims to present the application and validation of the proposed simplified RAP methodology. A survey of 1220 km of the national motorway M-1/E30 road sections Kozlovichi (Poland border) – Minsk – Red’ki (Russian border) was performed in Belarus in September 2021. Validation of the procedure was carried out on M1/E30 by comparing the GRS values obtained and road traffic crash (RTC) data history. Three datasets have been used during the validation process, in particular: GRS dataset 2021, historical series of RTC recorded on the portion of interest of the M1 for the period 2017-2019, and data related to traffic flows for 2015. In order to compare the GRS values and the RTC data, different models were calibrated. A generalized linear modeling techniques (GLM) were used to fit the models, and a negative binomial distribution error structure was assumed. The variables AADT, segment length, and GRS were positively linked to the expected number of RTC frequency. The validation process demonstrated a positive correlation between the GRS values and the expected number of RTC. It has been shown that increasing the value of the GRS leads to an increase in the expected number of RTC.

Transportation research procediaVol. 90
Federico II University Hospital (IT), University of Naples Federico II (IT), Sapienza University of Rome (IT)
World Bank Group
Openalex Percentile: Top 24%
Infrastructure Maintenance and Monitoring
0.95
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Validation of a Simplified Road Assessment Programme Methodology — Brayan González-Hernández, Davide Shingo Usami, et al. · Transportation research procedia (2025) | TGRS Research Map | TGRS