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Title: Industry- and academic-based trends in pavement roughness inspection technologies over the past five decades : a critical review
Authors: Fares, A 
Zayed, T 
Issue Date: Jun-2023
Source: Remote sensing, June 2023, v. 15, no. 11, 2941
Abstract: Roughness is widely used as a primary measure of pavement condition. It is also the key indicator of the riding quality and serviceability of roads. The high demand for roughness data has bolstered the evolution of roughness measurement techniques. This study systematically investigated the various trends in pavement roughness measurement techniques within the industry and research community in the past five decades. In this study, the Scopus and TRID databases were utilized. In industry, it was revealed that laser inertial profilers prevailed over response-type methods that were popular until the 1990s. Three-dimensional triangulation is increasingly used in the automated systems developed and used by major vendors in the USA, Canada, and Australia. Among the research community, a boom of research focusing on roughness measurement has been evident in the past few years. The increasing interest in exploring new measurement methods has been fueled by crowdsourcing, the effort to develop cheaper techniques, and the growing demand for collecting roughness data by new industries. The use of crowdsourcing tools, unmanned aerial vehicles (UAVs), and synthetic aperture radar (SAR) images is expected to receive increasing attention from the research community. However, the use of 3D systems is likely to continue gaining momentum in the industry.
Keywords: 3D imaging systems
Industry practice
IRI (international roughness index)
Profiler
Review
Road monitoring and maintenance
Roughness
Satellite
Publisher: MDPI AG
Journal: Remote sensing 
EISSN: 2072-4292
DOI: 10.3390/rs15112941
Rights: © 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
The following publication Fares A, Zayed T. Industry- and Academic-Based Trends in Pavement Roughness Inspection Technologies over the Past Five Decades: A Critical Review. Remote Sensing. 2023; 15(11):2941 is available at https://doi.org/10.3390/rs15112941.
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