{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,3]],"date-time":"2026-09-03T23:27:08Z","timestamp":1788478028062,"version":"build-2803163510"},"reference-count":31,"publisher":"MDPI AG","issue":"7","license":[{"start":{"date-parts":[[2026,3,30]],"date-time":"2026-03-30T00:00:00Z","timestamp":1774828800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"Chengdu Technological University Higher Education Talent Training Quality and Teaching Reform Project","award":["20241214Y"],"award-info":[{"award-number":["20241214Y"]}]},{"name":"Chengdu Technological University Teaching Achievement Cultivation Project","award":["202402018C"],"award-info":[{"award-number":["202402018C"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Materials"],"abstract":"<jats:p>To achieve the resource utilization of iron tailings sand and improve the skid resistance of asphalt pavement, this study takes asphalt mixtures with different contents of iron tailings sand replacing partial fine aggregates as research objects. Through accelerated wear tests, the skid resistance performance was systematically evaluated under the coupled effects of iron tailings sand content, ambient temperature and wear cycles. The variation laws of the British Pendulum Number (BPN) and Mean Texture Depth (MTD) of the mixtures were investigated, and the mechanism and influence characteristics of various factors on skid resistance were further interpreted in combination with correlation heatmap analysis. The results show that the mixture with 60% iron tailings sand content maintains relatively high initial and final attenuation values of both BPN and MTD, which can effectively delay the degradation of skid resistance under long-term wear, thus representing the preferred content for engineering applications. Temperature is the core environmental factor affecting skid resistance: high temperature accelerates performance degradation, while the mixtures exhibit more stable skid resistance under medium- and low-temperature conditions. The coupling of high iron tailings content and high temperature produces adverse interaction effects, leading to performance differentiation. The relevant quantitative analysis and fitting models enable the long-term prediction of skid resistance, providing support for pavement maintenance decision making.<\/jats:p>","DOI":"10.3390\/ma19071378","type":"journal-article","created":{"date-parts":[[2026,3,31]],"date-time":"2026-03-31T08:09:18Z","timestamp":1774944558000},"page":"1378","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Evaluation of Interactive Effect of Anti-Skid Performance of Iron Tailings Sand Asphalt Mixture Under Coupling Effect"],"prefix":"10.3390","volume":"19","author":[{"given":"Zhiqiao","family":"Cheng","sequence":"first","affiliation":[{"name":"Department of Civil Engineering, Chengdu Technological University, Yibin 644000, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Liwenze","family":"He","sequence":"additional","affiliation":[{"name":"Department of Civil Engineering, Chengdu Technological University, Yibin 644000, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiaoyan","family":"Liu","sequence":"additional","affiliation":[{"name":"Department of Civil Engineering, Chengdu Technological University, Yibin 644000, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiu","family":"Luo","sequence":"additional","affiliation":[{"name":"Department of Civil Engineering, Chengdu Technological University, Yibin 644000, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yixin","family":"Lu","sequence":"additional","affiliation":[{"name":"School of Materials and Environmental Engineering, Chengdu Technological University, Chengdu 611730, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jiao","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Materials and Environmental Engineering, Chengdu Technological University, Chengdu 611730, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1968","published-online":{"date-parts":[[2026,3,30]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"133235","DOI":"10.1016\/j.conbuildmat.2023.133235","article-title":"Skid resistance of cement concrete pavement in highway tunnel: A review","volume":"406","author":"Zhao","year":"2023","journal-title":"Constr. Build. Mater."},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"135452","DOI":"10.1016\/j.conbuildmat.2024.135452","article-title":"Anti-icing properties and application of superhydrophobic coatings on asphalt pave-ment","volume":"419","author":"Cui","year":"2024","journal-title":"Constr. Build. Mater."},{"key":"ref_3","first-page":"221","article-title":"A Dynamic Hydroplaning Study: A Fluid-Structure Interaction Model for Road Vehicle Tire Analysis","volume":"18","author":"Aboelsaoud","year":"2025","journal-title":"SAE Int. J. Electrified Veh."},{"key":"ref_4","doi-asserted-by":"crossref","unstructured":"Pan, J.S., Zhao, H., Wang, Y., and Liu, G. (2021). The Influence of Aeolian Sand on the Anti-Skid Characteristics of Asphalt Pavement. Materials, 14.","DOI":"10.3390\/ma14195523"},{"key":"ref_5","doi-asserted-by":"crossref","unstructured":"Pan, J.S., Li, P., Zhao, L., Pan, Q., Ni, J.M., and Wang, Y. (2023). Study on the Attenuation of Long-Term Skid Resistance of Asphalt Mixtures under Aeolian Sand Conditions. Materials, 16.","DOI":"10.3390\/ma16237247"},{"key":"ref_6","doi-asserted-by":"crossref","unstructured":"Yang, Z.N., Cui, Z.F., You, Z.G., and Zhou, Y.L. (2025). Study on the Axial Compressive Properties of Iron Tailing Sand Concrete Columns Under High Temperatures, Struct Concrete, John Wiley & Sons.","DOI":"10.1002\/suco.70337"},{"key":"ref_7","first-page":"e05213","article-title":"Basic mechanical properties of ultra-fine iron tailings sand concrete","volume":"23","author":"Yu","year":"2025","journal-title":"Case Stud. Constr. Mater."},{"key":"ref_8","doi-asserted-by":"crossref","unstructured":"Chao, X.L., Han, C., Shao, C., Wang, C.X., Wen, P.H., and Wang, C.H. (2024). Recent Advances in Properties and Application Progress of Cement-Based Materials with Iron Tailing. Sustainability, 16.","DOI":"10.3390\/su162310631"},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"8","DOI":"10.1007\/s41062-023-01318-z","article-title":"Effect of iron ore tailings as partial replacement to fine aggregate on the performance of concrete","volume":"9","author":"Krishna","year":"2024","journal-title":"Innov. Infrastruct. Solutions"},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"134126","DOI":"10.1016\/j.jclepro.2022.134126","article-title":"Utilization of iron tailings as aggregates in paving asphalt mixture: A sus-tainable and eco-friendly solution for mining waste","volume":"375","author":"Cao","year":"2022","journal-title":"J. Clean. Prod."},{"key":"ref_11","doi-asserted-by":"crossref","unstructured":"Xue, J., Liu, S., Xu, M., Ling, M., Sun, J., Li, H., and Kang, X.Z. (2024). Temperature Field Characterization of Iron Tailings Based on Microwave Maintenance Technology. Materials, 17.","DOI":"10.3390\/ma17020372"},{"key":"ref_12","doi-asserted-by":"crossref","first-page":"143367","DOI":"10.1016\/j.conbuildmat.2025.143367","article-title":"Effects of different dosages of iron ore tailings on the fatigue performance of high-strength modified AC asphalt mixtures","volume":"494","author":"Yu","year":"2025","journal-title":"Constr. Build. Mater."},{"key":"ref_13","doi-asserted-by":"crossref","first-page":"131981","DOI":"10.1016\/j.conbuildmat.2023.131981","article-title":"Experimental study on iron ore tailings sand and municipal solid waste incineration fly ash used in semi-rigid base of asphalt pavement","volume":"393","author":"Jing","year":"2023","journal-title":"Constr. Build. Mater."},{"key":"ref_14","first-page":"e02949","article-title":"Research on surface texture and skid resistance of asphalt pavement considering abrasion effect","volume":"20","author":"Qian","year":"2024","journal-title":"Case Stud. Constr. Mater."},{"key":"ref_15","doi-asserted-by":"crossref","unstructured":"Chen, Y.Z., Li, Z.X., Guo, T.T., Fang, C.Z., Guo, P., Wang, C.H., Bai, B., Zhang, W.G., Yan, H.B., and Chen, Q. (2025). Performance and Mecha-nism Analysis of an Anti-Skid Wear Layer of Active Slow-Release Ice-Snow Melting Modified by Gels. Gels, 11.","DOI":"10.3390\/gels11060449"},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"229","DOI":"10.1016\/j.jreng.2023.08.002","article-title":"The mechanisms, evaluation and estimation of anti-skid performance of snowy and icy pavement: A review","volume":"3","author":"Tan","year":"2023","journal-title":"J. Road Eng."},{"key":"ref_17","doi-asserted-by":"crossref","unstructured":"Eom, S.H., Jeon, H.S., Ryue, T.G., Lee, H.-J., Kim, H.-G., and Abebe, T.N. (2025). Development of Anti-Icing and Skid-Resistant Road Surfaces Using Methyl Methacrylate (MMA) Resin-Based Composites. Materials, 18.","DOI":"10.3390\/ma18030501"},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"09544062251415039","DOI":"10.1177\/09544062251415039","article-title":"Bionic tread designs and their anti-slip performance on wet icy surfaces","volume":"240","author":"Yu","year":"2026","journal-title":"Proc. Inst. Mech. Eng. Part C J. Mech. Eng. Sci."},{"key":"ref_19","first-page":"e05604","article-title":"Composition optimization and durability evaluation of waterborne resin polymer road surface colored anti-skid overlay","volume":"23","author":"Fu","year":"2025","journal-title":"Case Stud. Constr. Mater."},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"035422","DOI":"10.1088\/2631-8695\/adfbd1","article-title":"Optimization of aircraft anti-skid braking control algorithm for braking efficiency and economy","volume":"7","author":"Jiao","year":"2025","journal-title":"Eng. Res. Express"},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"56","DOI":"10.1080\/14680629.2023.2191729","article-title":"Evaluation of high percentage of alternative aggregates for the production of hot mix as-phalt surface layers","volume":"25","author":"Raschia","year":"2024","journal-title":"Road Mater. Pavement Des."},{"key":"ref_22","doi-asserted-by":"crossref","unstructured":"Pan, Q., Li, P., Liu, X.Y., and Pan, J.S. (2025). Study on the skid resistance performance of wet and slippery asphalt pavement on curved roads in aeolian sand areas. PLoS ONE, 20.","DOI":"10.1371\/journal.pone.0332033"},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"2547879","DOI":"10.1080\/10298436.2025.2547879","article-title":"Study on anti-skid performance improvement of asphalt pavement: Utilising D-limonene to synthesise environmentally friendly materials","volume":"26","author":"Meng","year":"2025","journal-title":"Int. J. Pavement Eng."},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"110896","DOI":"10.1016\/j.engappai.2025.110896","article-title":"Hybrid prediction model for the friction performance of asphalt pavements by combining multi-scale decomposition and transformer network","volume":"155","author":"Zhan","year":"2025","journal-title":"Eng. Appl. Artif. Intell."},{"key":"ref_25","doi-asserted-by":"crossref","unstructured":"Xu, G.M., Lin, X.Q., Wang, S.F., Zhan, Y., Liu, J., and Huang, H. (2024). Incep-FrictionNet-Based Pavement Texture Friction Level Classifi-cation Prediction Method. Lubricants, 12.","DOI":"10.3390\/lubricants12010008"},{"key":"ref_26","doi-asserted-by":"crossref","first-page":"137934","DOI":"10.1016\/j.conbuildmat.2024.137934","article-title":"Developing a novel sustainable and durable self-luminous pavement material with solar energy absorption capability","volume":"445","author":"Wu","year":"2024","journal-title":"Constr. Build. Mater."},{"key":"ref_27","doi-asserted-by":"crossref","first-page":"139085","DOI":"10.1016\/j.conbuildmat.2024.139085","article-title":"Long-term skid resistance evolution and influence mecha-nism of asphalt pavement based on self-developed wear equipment","volume":"453","author":"Peng","year":"2024","journal-title":"Constr. Build. Mater."},{"key":"ref_28","doi-asserted-by":"crossref","unstructured":"Meng, Y.W., Chen, Z.C., Wang, Z.X., Lu, H., Qing, G.Y., Liu, Z.S., and Wang, Y.H. (2024). Evaluating the Anti-Skid Performance of Asphalt Pavements with Basalt and Limestone Composite Aggregates: Testing and Prediction. Buildings, 14.","DOI":"10.3390\/buildings14082339"},{"key":"ref_29","doi-asserted-by":"crossref","first-page":"142779","DOI":"10.1016\/j.jclepro.2024.142779","article-title":"Exploring skid resistance over time: Steel slag as a pave-ment aggregate-comparative study and morphological analysis","volume":"464","author":"Wang","year":"2024","journal-title":"J. Clean. Prod."},{"key":"ref_30","unstructured":"(2011). Test Procedures for Asphalt and Asphalt Mixture in Highway Engineering (Standard No. JTG E20-2011)."},{"key":"ref_31","unstructured":"(2019). Field Testing Procedures for Highway Subgrades and Pavements (Standard No. JTG 3450-2019)."}],"container-title":["Materials"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/1996-1944\/19\/7\/1378\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,31]],"date-time":"2026-03-31T08:13:47Z","timestamp":1774944827000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/1996-1944\/19\/7\/1378"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,3,30]]},"references-count":31,"journal-issue":{"issue":"7","published-online":{"date-parts":[[2026,4]]}},"alternative-id":["ma19071378"],"URL":"https:\/\/doi.org\/10.3390\/ma19071378","relation":{},"ISSN":["1996-1944"],"issn-type":[{"value":"1996-1944","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,3,30]]}}}