Chapter
Aug 31, 2020
International Conference on Transportation and Development 2020

HSM Calibration, Quality Assessment, and Calibration Function Development for Crossroad Ramp Terminals Using Kansas Data

Publication: International Conference on Transportation and Development 2020

ABSTRACT

This paper documents the calibration of the highway safety manual (HSM) safety performance functions (SPFs), quality assessment of calibrated HSM SPFs, and development of calibration functions for crossroad ramp terminals using Kansas crash data from 2014 to 2016. As SPFs in the HSM were developed using data from several states, these crash prediction models must be calibrated to improve the crash prediction accuracy of a locality. For this calibration, 120 stop-controlled ramp terminals and 74 signal-controlled ramp terminals were used. Considering both stop-controlled and signal-controlled crossroad ramp terminals, the HSM methodology underpredicted fatal and injury crashes and overpredicted property damage only crashes in Kansas. Estimated calibration factors for crossroad ramp terminals were satisfactory; however, calibration functions produced better fitted models that improved the fit to local data. The estimated calibration factors and calibration functions greatly benefit in making accurate decisions related to ramp terminal safety in Kansas.

Get full access to this article

View all available purchase options and get full access to this chapter.

REFERENCES

AASHTO (American Association of State Highway and Transportation Officials). (2010). Highway Safety Manual, 1st edition. Washington, D.C. AASHTO.
AASHTO (American Association of State Highway and Transportation Officials). (2014). Highway Safety Manual, 1st edition Supplement. Washington, D.C. AASHTO.
Bonneson J. A., Geedipally, S., Pratt, M. P. (2012). Safety Prediction Methodology and Analysis Tool for Freeways and Interchanges., National Cooperative Highway Research Program Transportation Research Board of The National Academies, Washington, D.C.
Claros, B., Sun, C., Edara, P. (2018). HSM Calibration Factor, Calibration Function, or Jurisdiction-Specific Safety Model – A Comparative Analysis. Journal of Transportation Safety & Security, 1–20. < https://doi.org/10.1080/19439962.2018.1477896>.
Farid, A., Abdel-Aty, M., Lee, J. (2018). A new approach for calibrating safety performance functions. Accident Analysis and Prevention 119, 188-194.
Google Earth. (2018). <http://www.google.com/earth/download/ge/>(Sep. 22, 2017).
Hauer, E. (2015). The Art of Regression Modeling in Road Safety 38, New York: Springer.
KDOT (Kansas Department of Transportation). (2017). Kansas Mileage and Travel by Functional Classification – 2016. <https://www.ksdot.org/bureaus/burTransPlan/prodinfo/Mileage_Travel/MileTravel2013.asp>(Jan. 10, 2019).
KDOT Crash Statistics. (2018). KDOT, Topeka, Kansas. <https://www.ksdot.org/bureaus/burtransplan/prodinfo/accista.asp>(Jan. 10, 2019).
KDOT (Kansas Department of Transportation). (2011). Kansas Data Support- the Data Team. <http://www.ksdot.org/burTrafficSaf/reports/ksshspdatasupport.pdf>(July 17, 2017).
Lyon, C., Persaud, B., Gross, F. (2016). The Calibrator: An SPF Calibration and Assessment Tool User Guide.. FHWA, U.S. Department of Transportation.
Rajabi, M., Ogle, J. H., and Gerard, P. (2018). Highway safety manual calibration: Assessing alternate definitions of the calibration factor. Transportation Research Record, doi.org/10.1177/0361198118788205.
Shin, H., Lee, Y. J., Dadvar, S., Bharti, S. (2016). The Development of Local Calibration Factors – Phase II: Maryland Freeways and Ramps. MD-16-SHA-MSU-4-6. Maryland State Highway Administration, Baltimore. <http://www.roads.maryland.gov/OPR_Research/MD-16-SHA-MSU-4-6_LCF-II_Report.pdf>(July 17, 2017).
Srinivasan, R., Carter, D., Bauer, K. (2013). Safety Performance Function Decision Guide: SPF Calibration Vs SPF Development. FHWA, U.S. Department of Transportation.
Srinivasan, R., Colety, M., Bahar, G., Crowther, B., Farmen, M. (2016). Estimation of Calibration Functions for Predicting Crashes on Rural Two-Lane Roads in Arizona. Transportation Research Record: Journal of the Transportation Research Board 2583, 17-24.
Sun, C., Edara, P., Brown, H., Claros, B., Khezerzadeh, A., Nummers, C. (2016a). Highway Safety Manual Applied in Missouri – Freeway/Software. Cmr16-009. Missouri Department of Transportation, Mid-America Transportation Center, Missouri. <https://matc.unl.edu/assets/documents/matcfinal/Sun_HighwaySafetyManualAppliedinMissouri-FreewaySoftware.pdf≥ (July, 20 2018).
Sun, C., Edara, P., Brown, H., Claros, B., Khezerzadeh, A., Nummers, C. (2016b). Crash Location Correction for Freeway Interchange Modeling. Cmr16-010. Missouri Department of Transportation, Mid-America Transportation Center, Missouri. <https://rosap.ntl.bts.gov/view/dot/31042/dot_31042_DS1.pdf>(July 20, 2018).
USDOT. (U.S. Department of Transportation). (2018a). HPMS Public Release of Geospatial Data in Shapefile Format. <https://www.fhwa.dot.gov/policyinformation/hpms/shapefiles.cfm>(June 20, 2018).
USDOT. (U.S. Department of Transportation). (2018b). Roadway Safety Data Program. The Calibrator. <https://safety.fhwa.dot.gov/rsdp/toolbox-content.aspx?toolid=150>(June 20, 2018).

Information & Authors

Information

Published In

Go to International Conference on Transportation and Development 2020
International Conference on Transportation and Development 2020
Pages: 107 - 118
Editor: Guohui Zhang, Ph.D., University of Hawaii
ISBN (Online): 978-0-7844-8314-5

History

Published online: Aug 31, 2020
Published in print: Aug 31, 2020

Permissions

Request permissions for this article.

Authors

Affiliations

Imalka C. Matarage, Ph.D. [email protected]
1Dept. of Civil Engineering, Kansas State Univ., Manhattan, KS. Email: [email protected]
Sunanda Dissanayake, Ph.D., F.ASCE [email protected]
P.E.
2Dept. of Civil Engineering, Kansas State Univ., Manhattan, KS. Email: [email protected]

Metrics & Citations

Metrics

Citations

Download citation

If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.

View Options

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Paper
$35.00
Add to cart
Buy E-book
$80.00
Add to cart

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Paper
$35.00
Add to cart
Buy E-book
$80.00
Add to cart

Media

Figures

Other

Tables

Share

Share

Copy the content Link

Share with email

Email a colleague

Share