I recommend major revisions to enhance the overall quality and clarity of the manuscript. The inclusion of abstract is essential summarizing the objectives, methods, key findings, and implications of the study. While the methodology is promising, it would be beneficial to clarify the statistical acuracy including measures such as standard deviation and confidence intervals to reinforce the robustness of interpretation. Enhance the discussion section by expanding on how the findings can be applied in road design or maintenance decision making. Additionally, a brief reflection on the limitations would add transparency.