GPR monitoring for road transport infrastructure: A systematic review and machine learning insights

M Rasol, JC Pais, V Pérez-Gracia, M Solla… - … and Building Materials, 2022 - Elsevier
Suitable road pavements assessment becomes essential to provide safe traffic movements
of people and goods. Moreover, a reliable transportation network is a crucial aspect of …

A review of GPR application on transport infrastructures: Troubleshooting and best practices

M Solla, V Pérez-Gracia, S Fontul - Remote Sensing, 2021 - mdpi.com
The non-destructive testing and diagnosis of transport infrastructures is essential because of
the need to protect these facilities for mobility, and for economic and social development …

Automatic detection of moisture damages in asphalt pavements from GPR data with deep CNN and IRS method

J Zhang, X Yang, W Li, S Zhang, Y Jia - Automation in Construction, 2020 - Elsevier
Accurate detection and localization of moisture damage in asphalt pavements using Ground
Penetrating Radars (GPR) has been attracting more and more interest in research. Existing …

Combined use of GPR and other NDTs for road pavement assessment: An overview

A Elseicy, A Alonso-Díaz, M Solla, M Rasol… - Remote Sensing, 2022 - mdpi.com
Roads are the main transportation system in any country and, therefore, must be maintained
in good physical condition to provide a safe and seamless flow to transport people and …

GPR laboratory tests and numerical models to characterize cracks in cement concrete specimens, exemplifying damage in rigid pavement

MA Rasol, V Pérez-Gracia, FM Fernandes, JC Pais… - Measurement, 2020 - Elsevier
Cracks in road pavements are usual damages because of heavy and dense traffic. Cracks
usually are hidden to visual inspections in the case of rigid pavements. In these cases …

Asphalt pavement density measurement using non-destructive testing methods: Current practices, challenges, and future vision

S Wang, X Sui, Z Leng, J Jiang, G Lu - Construction and building materials, 2022 - Elsevier
Asphalt concrete (AC) pavement density, an indicator of compaction degree, requires
accurate prediction for quality control (QC) and quality assurance (QA) purposes. Non …

Review of GPR activities in Civil Infrastructures: Data analysis and applications

F Hou, X Rui, X Fan, H Zhang - Remote Sensing, 2022 - mdpi.com
Ground penetration radar (GPR) technology has received in-depth analysis and rapid
development in the field of civil engineering. GPR data analysis is one of the basic and …

[HTML][HTML] Review of moisture measurements in civil engineering with ground penetrating radar–Applied methods and signal features

T Klewe, C Strangfeld, S Kruschwitz - Construction and Building Materials, 2021 - Elsevier
Abstract When applying Ground Penetrating Radar (GPR) to assess the moisture content of
building materials, different medium properties, dimensions, interfaces and other unknown …

Signal processing of GPR data for road surveys

L Bianchini Ciampoli, F Tosti, N Economou… - Geosciences, 2019 - mdpi.com
Effective quality assurance and quality control inspections of new roads as well as
assessment of remaining service-life of existing assets is taking priority nowadays. Within …

An experimental and numerical approach to combine Ground Penetrating Radar and computational modeling for the identification of early cracking in cement concrete …

MA Rasol, V Pérez-Gracia, M Solla, JC Pais… - Ndt & E …, 2020 - Elsevier
Road pavements are subject to traffic and temperature variations producing cracks that
propagate to the pavement surface, which reduces its life and decreases circulation comfort …