Evidence map›Paper›PMID 41976657›Full record

ArticleMaterials (Basel, Switzerland)2026

Wear Degradation Law of Airport Pavements Under the Coupled Effects of Freeze-Thaw Cycles, Temperature Gradients, and Aircraft Taxiing Loads.

Mingzhi Sun, Xing Gong, Hao Xu, Chuanyu Shao, Zhenyu Zhao

Abstract read
In one paragraph

Article in Materials (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Mingzhi SunResearch Institute of Highway Ministry of Transport, Beijing 100088, China.ORCID 0000-0002-0156-7338
Xing GongResearch Institute of Highway Ministry of Transport, Beijing 100088, China.
Hao XuSchool of Civil Engineering, Chongqing Jiaotong University, Chongqing 400074, China.ORCID 0000-0003-4455-9343
Chuanyu ShaoSchool of Civil Engineering, Chongqing Jiaotong University, Chongqing 400074, China.
Zhenyu ZhaoResearch Institute of Highway Ministry of Transport, Beijing 100088, China.

Funding

Fundamental Research Funds for the Central Research Institute 2025-9003ATalent Development Special Fund of the Research Institute of Highway, Ministry of Transport 0224RF02ZY1032
6 · The paper itself

Abstract

To clarify the wear degradation of airport cement concrete pavements under combined environmental and traffic actions, this study established an environment-tire-pavement multi-physics finite element model incorporating surface texture, freeze-thaw deterioration, temperature gradients, and aircraft lift during taxiing. Indoor rapid freeze-thaw tests, accelerated wear tests, and 3D texture scanning were further conducted to calibrate and validate the model. The results show that temperature gradients significantly amplify pavement wear. At 180 km/h and 1.2 million wear cycles, increasing the temperature gradient from 0 to 60 °C/m increased wear depth and wear mass by about 40% and 96%, respectively. Taxiing speed was negatively correlated with wear, mainly because higher speed reduced tire-pavement contact duration and effective vertical load. Freeze-thaw deterioration was the dominant factor affecting wear, and the coupled freeze-thaw-temperature-load condition produced the most severe damage. The experimental and simulation results agreed well, with R

Indexed as

airport pavementCNN-BiLSTMfreeze–thaw cyclestemperature gradientwear performance

Identifiers

PMID41976657
PMCPMC13074093

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.