References
- AASHTO, 2012. Pavement management guide (2nd ed.). Washington, DC: American Association of State Highway and Transportation Officials.
- Abaza, K.A, 2018. Empirical-Markovian model for predicting the overlay design thickness for asphalt pavement. Road Materials and Pavement Design, 19 (7), 1617–1635. doi: 10.1080/14680629.2017.1338188
- Achútegi Viada, F., 2005. Características superficiales de los firmes de carreteras (in Spanish). Madrid, Spain: Centro de Estudios y Experimentación de Obras Públicas, CEDEX, Ministerio de Fomento.
- Alaswadko, N., et al., 2019. Modelling roughness progression of sealed granular pavements: a new approach. International Journal of Pavement Engineering, 20 (2), 222–232. doi: 10.1080/10298436.2017.1283689
- Alimoradi, A., Golroo, A., and Asgharzadeh, S. M, 2020. Development of pavement roughness master curves using Markov chain. International Journal of Pavement Engineering, doi:10.1080/10298436.2020.1752917.
- ASTM (American Society for Testing and Materials),, 2017. ASTM D3319-11(2017) standard practice for accelerated polishing of aggregates using the British wheel. West Conshohocken, PA: ASTM International.
- Bird, G., and Scott, W.J.O, 1936. Studies in road friction. I. road surface resistance to skidding. Department of scientific and Industrial Research, Road Research Technical paper No. 1. London: HM Stationery Office.
- Brittain, S, 2015. Calculation of local equilibrium correction factors for the 2014 skid resistance surveys. Published project Report PPR739. London: Transport Research Laboratory.
- BSI (British Standards Institution). 2009. BS EN 1097-8:2009 test for mechanical and physical properties of aggregates. Determination of the polished stone value. London: BSI.
- Cenek, P. D., et al., 2003. Prediction of skid resistance performance of chipseal roads. Research Report No. 256. Wellington, NZ: Transfund New Zealand.
- Cenek, P.D., Alabaster, D.J., and Davies, R.B., 1999. Seasonal and weather normalization of skid resistance measurements. Transfund New Zealand Research Report No. 139. Wellington, NZ: Transfund New Zealand.
- Chen, Y., et al., 2016. Identification methods of key contributing factors in crashes with high numbers of fatalities and injuries in China. Traffic Injury Prevention, 17 (8), 878–883. doi: 10.1080/15389588.2016.1174774
- Colony, D, 1985. Overview of skid resistance on ohio pavements. Journal of Transportation Engineering, 111 (5), 546–560. doi: 10.1061/(ASCE)0733-947X(1985)111:5(546)
- Corley-Lay, J.B, 1998. Friction and surface characterization of 14 pavement test sections in greenville, North carolina. Transportation Research Record, 1639, 155–161. doi: 10.3141/1639-17
- Crisman, B., et al., 2020. Degradation prediction model for friction of road pavements with natural aggregates and steel slags. Applied Sciences, 10 (1), 32. doi: 10.3390/app10010032
- Dahir, S.H., and Henry, J.J, 1978. Alternatives for the optimization of aggregate and pavement properties related to friction and wear resistance. Report no. FHWA-RD-78-209. Washington: Federal Highway Administration (FHWA).
- D’Apuzzo, M., and Festa, B, 2004. The evaluation of the evolution of road surface friction: a case study in Naples’ district. In 3rd Eurasphalt and Eurobitumen Congress, 12-14 May 2004, Viena, Austria. Breukelen, The Netherlands: Foundation Eurasphalt, 1146-1160.
- D’Apuzzo, M, and Nicolasi, V, 2008. An energy based approach to predict skid-resistance progression. In 87th TRB Annual Meeting, 13-17 January 2008, Washington. Paper 08-0249.
- Delalande, G, 1992. Résistance des granulats au polissage – méthode d’essai par projection. Bulletin de Liaison des LPC, 177, 73–80.
- Do, M-T., and Roe, P.G., 2008. Report on state-of-the-art of test methods. Seventh Framework Programme, Theme 7: Transport. Viena, Austria: TYROSAFE.
- Echaveguren, T., and Solminihac, H, 2011. Seasonal variability of skid resistance in paved roadways. Proceedings of the Institution of Civil Engineers – Transport, 164 (TR1), 23–32. doi: 10.1680/tran.9.00007
- Echaveguren, T., Solminihac, H., and Chamorro, A, 2010. Long-term behaviour model of skid resistance for asphalt roadway surfaces. Canadian Journal of Civil Engineering, 37, 719–727. doi: 10.1139/L10-021
- Edmondson, V., et al., 2019. Improved non-contact 3D field and processing techniques to achieve macrotexture characterisation of pavements. Construction and Building Materials, 227, 116693. doi: 10.1016/j.conbuildmat.2019.116693
- Feighan, K., 2006. Pavement skid resistance management. In: T.F. Fwa, ed. The handbook of highway engineering. Boca Raton, FL: CRC Press, 21-1-21-31.
- Friel, S., and Woodward, D, 2019. High friction surfacing systems using blends of natural aggregate and calcined bauxite. Coatings, 9 (3), 177. doi: 10.3390/coatings9030177
- García-Segura, T., et al., 2020. Incorporating pavement deterioration uncertainty into pavement management optimization. International Journal of Pavement Engineering, doi:10.1080/10298436.2020.1837827.
- Goulias, D.G., and Awoke, G.S, 2020. Novel approach to pavement friction analysis with advanced statistical methods using structural equation modelling. International Journal of Pavement Engineering, 21 (2), 236–245. doi: 10.1080/10298436.2018.1454922
- Hall, J.W, et al., 2009. Guide for pavement friction. NCHRP web-only document 108. Contractor’s final report for NCHRP project 01-43. Washington: Transportation Research Board.
- Highway Research Board, 1972. Skid resistance. national cooperative Highway Research No. 14. Washington: National Research Council.
- Hofko, B., et al., 2019. A laboratory procedure for predicting skid and polishing resistance of road surfaces. International Journal of Pavement Engineering, 20 (4), 439–447. doi: 10.1080/10298436.2017.1309191
- Hosking, J.R, 1976. Aggregates for skid - resistant roads. Crowthorne, UK: Transport Road Research Laboratory.
- Hossain, M.I., Gopisetti, L.S.P., and Miah, M.S, 2019. International roughness index prediction of flexible pavements using neural networks. Journal of Transportation Engineering Part B: Pavements, 145 (1), 04018058.
- Jayawickrama, P.W., and Thomas, B, 1998. Correction of field skid measurements for seasonal variation in texas. Transportation Research Record, 1639, 147–154. doi: 10.3141/1639-16
- Jellie, J.H., 2003. A study of factors affecting skid resistance characteristics. Thesis (PhD). University of Ulster.
- Kane, M., et al., 2019. Contribution to pavement friction modelling: an introduction of the wetting effect. International Journal of Pavement Engineering, 20 (8), 965–976. doi: 10.1080/10298436.2017.1369776
- Khasawneh, M.A, 2017. Laboratory study on the frictional properties of HMA specimens using a newly developed asphalt polisher. International Journal of Civil Engineering, 15 (7), 1007–1017. doi: 10.1007/s40999-017-0186-7
- Kogbara, R.B., et al., 2016. A state-of-the-art review of parameters influencing measurement and modeling of skid resistance of asphalt pavements. Construction and Building Materials, 114, 602–617. doi: 10.1016/j.conbuildmat.2016.04.002
- Kokkalis, A.G, 1998. Prediction of skid resistance from texture measurement. Proceedings of the Institution of Civil Engineers-Transport, 129 (2), 85–93. doi: 10.1680/itran.1998.30491
- Kuttesch, J.S., 2004. Quantifying the relationships between skid resistance and wet weather accidents for Virginia data. Thesis (M.S). Virginia Polytechnic Institute and State University.
- Li, J., et al., 2019a. Performance degradation of large-sized asphalt mixture specimen under heavy load and Its affecting factors using multifunctional pavement material tester. Materials, 12 (23), 3814. doi: 10.3390/ma12233814
- Li, Q.J., et al., 2019b. 3D characterization of aggregates for pavement skid resistance. Journal of Transportation Engineering Part B: Pavements, 145 (2), 04019002.
- Li, Q.J., et al., 2020. Pavement skid resistance as a function of pavement surface and aggregate texture properties. International Journal of Pavement Engineering, 21 (10), 1159–1169. doi: 10.1080/10298436.2018.1525489
- Litzka, J., et al., 2008. COST 354 – Performance indicators for road pavements. The way forward pavement performance indicators across Europe (Final Report). Vienna: COST European cooperation in the field of scientific and technical research.
- Liu, Y., Cheng, X., and Yang, Z, 2019. Effect of mixture design parameters of stone mastic asphalt pavement on its skid resistance. Applied Sciences, 9, 5171. doi: 10.3390/app9235171
- Llopis-Castelló, D., et al., 2019. Calibration of inertial consistency models on North Carolina two-lane rural roads. Accident Analysis & Prevention, 127, 236–245. doi: 10.1016/j.aap.2019.03.013
- Llopis-Castelló, D., et al., 2020. Influence of pavement structure, traffic, and weather condition on urban flexible pavement deterioration. Sustainability, 12, 9717. doi: 10.3390/su12229717
- Llopis-Castelló, D., Camacho-Torregrosa, F.J., and García, A, 2018. Development of a global inertial consistency model to assess road safety on Spanish two-lane rural roads. Accident Analysis & Prevention, 119, 138–148. doi: 10.1016/j.aap.2018.07.018
- Luce, A., et al., 2007. Relationship of aggregate microtexture to asphalt pavement skid resistance. Journal of Testing and Evaluation, 35 (6), 578–588.
- Ma, X., Wang, H., and Zhou, P, 2020. Novel gradation design of porous asphalt concrete with balanced functional and structural performances. Applied Sciences, 10, 7019. doi: 10.3390/app10207019
- Marcelino, P., et al., 2019. Machine learning approach for pavement performance prediction. International Journal of Pavement Engineering, doi:10.1080/10298436.2019.1609673.
- Mayora, J.M.P., and Piña, R. J, 2009. An assessment of the skid resistance effect on traffic safety under wet-pavement conditions. Accident Analysis & Prevention, 41 (4), 881–886. doi: 10.1016/j.aap.2009.05.004
- Miró, R., et al., 2009. Effect of crumb rubber bituminous mixes on functional characteristics of road pavements. Transportation Research Record, 2126 (1), 83–90. doi: 10.3141/2126-10
- Mohammadi, A., Amador-Jimenez, L., and Elsaid, F, 2019. Simplified pavement performance modeling with only two-time series observations: A case study of Montreal island. Journal of Transportation Engineering, Part B: Pavements, 145 (4), 05019004.
- Najafi, S., Flintsch, G.W., and Medina, A, 2017. Linking roadway crashes and tire–pavement friction: a case study. International Journal of Pavement Engineering, 18 (2), 119–127. doi: 10.1080/10298436.2015.1039005
- Navarro, J.A., et al., 2011. Bitumen wearing course and resistance to sliding. Carreteras, 180, 37–51.
- Peng, Y., et al., 2019. Finite element method-based skid resistance simulation using in-situ 3D pavement surface texture and friction data. Materials, 12 (23), 3821. doi: 10.3390/ma12233821
- Pérez-Acebo, H., et al., 2019b. Rigid pavement performance models by means of Markov chains with half-year step time. International Journal of Pavement Engineering, 20 (7), 830–843. doi: 10.1080/10298436.2017.1353390
- Pérez-Acebo, H., et al., 2020a. A skid resistance prediction model for an entire road network. Construction and Building Materials, 262, 120041. doi: 10.1016/j.conbuildmat.2020.120041
- Pérez-Acebo, H., et al., 2020b. IRI performance models for flexible pavement in two-lane roads until first maintenance and/or rehabilitation work. Coatings, 10, 97. doi: 10.3390/coatings10020097
- Pérez-Acebo, H., et al., 2021. Modeling the international roughness index performance in semi-rigid pavements in single-carriageway roads. Construction and Building Materials, doi:10.1016/j.conbuildmat.2020.121665.
- Pérez-Acebo, H., Gonzalo-Orden, H., and Rojí, E, 2019a. Skid resistance prediction for new two-lane roads. Proceedings of the Institution of Civil Engineers-Transport, 142, 264–273. doi: 10.1680/jtran.17.00045
- PIARC (Permanent International Association of Road Congresses), 2016. State of the art in monitoring road condition and road/vehicle interaction. 2016R17EN. Technical Committee 4.2. Road Pavements. Paris: World Road Association.
- Rezaei, A., et al., 2009. Predicting asphalt mixture skid resistance by aggregate characteristics and gradation. Transportation Research Record, 2104 (1), 24–33. doi: 10.3141/2104-03
- Rezaei, A., and Masad, E, 2013. Experimental-based model for predicting the skid resistance of asphalt pavements. International Journal of Pavement Engineering, 14 (1), 24–35. doi: 10.1080/10298436.2011.643793
- Rice, J.M, 1977. Seasonal variation in pavement skid resistance. Public Roads, 40 (4), 160–166.
- Roe, P.G., and Hartshorne, S.A, 1998. The Polished Stone Value of aggregates and in-service skidding resistance. TRL Report 322. Crowthorne, UK: Transport Research Laboratory.
- Rogers, M.P., and Gargett, T, 1991. Skidding resistance standard for the national road network. Highways & Transportation, 38 (4), 10–13.
- Salt, G.F, 1977. Research on skid-resistance at the transport and road research laboratory (1927-1977). Transportation Research Record, 622, 26–38.
- Santos, A., et al., 2021. Prediction of friction degradation in highways with linear mixed models. Coatings, 11 (2), 187. doi: 10.3390/coatings11020187
- Skerritt, W, 1994. Aggregate type and traffic volume as controlling factors in bituminous pavement friction. Transportation Research Record, 1418, 22–29.
- Sollazzo, G., Fwa, T. F., and Bosurgi, G, 2017. An ANN model to correlate roughness and structural performance in asphalt pavements. Construction and Building Materials, 134, 684–693. doi: 10.1016/j.conbuildmat.2016.12.186
- Szatkowski, W.S., and Hosking, J.R, 1972. The effect of traffic and aggregate on the skidding resistance of bituminous surfacing. TRRL Report LR 504. Crowthorne, UK: Transport and Road Research Laboratory.
- Viner, H., Sinhal, R, and Parry, T, 2004. Review of UK skid resistance policy. In 5th International Symposium on Pavement Surface Characteristics SURF 2004, 6-10 June 2004, Ontario, Canada. Paris: PIARC (Permanent International Association of Road Congresses).
- Wallman, C.G., and Astrom, H, 2001. Friction measurement methods and the correlation between road friction and traffic safety. Linkoping, Sweden: Swedish National Road and Transport Research Institute.
- Wang, D., et al., 2013. Influence of different polishing conditions on the skid resistance development of asphalt surface. Wear, 308 (1), 71–78. doi: 10.1016/j.wear.2013.09.013
- WDM Ltd., 1998. Investigation into the relationship between aggregate Polished Stone Value and wet skid resistance. project PR3-0154. Wellington, New Zealand: Transit New Zealand.
- Wilson, D.J., 2006. An analysis of the seasonal and short-term variation of road pavement skid resistance, Thesis (PhD), University of Auckland.
- Wu, X., Zhen, N., and Kong, F, 2019. Effect of characteristics of different types of bauxite clinker on adhesion. Applied Sciences, 9 (22), 4746. doi: 10.3390/app9224746
- Xie, X., et al., 2018. Influence of temperature on polishing behaviour of asphalt road surfaces. Wear, 402-403, 49–56. doi: 10.1016/j.wear.2018.02.002
- Xie, X., et al., 2019. Evaluation of polishing behavior of fine aggregates using an accelerated polishing machine with real tires. Journal of Transportation Engineering, Part B: Pavements, 145 (2), 04019015.
- Yamany, M.S., and Abraham, D.M, 2021. Hybrid approach to incorporate preventive maintenance effectiveness into probabilistic pavement performance models. Journal of Transportation Engineering, Part B: Pavements, 147 (1), 04020077.
- Yang, F., et al., 2019. An Investigation of the polishing behavior of calcined bauxite aggregate. Coatings, 9 (11), 760. doi: 10.3390/coatings9110760
- Yi, Y., et al., 2019. Development of super road heat-reflective coating and its field application. Coatings, 9 (12), 802. doi: 10.3390/coatings9120802
- Zeiada, W., et al., 2019. Investigation and modelling of asphalt pavement performance in cold regions. International Journal of Pavement Engineering, 20 (8), 986–997. doi: 10.1080/10298436.2017.1373391