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Updated: Jan 21, 2026

A User-friendly and Powerful R Analysis of Large-scale Datasets
Published on: November 4, 2025
Dataset of three-dimensional traces of roads
Francisco Javier Ariza-López1, Antonio Tomás Mozas-Calvache2, Manuel Antonio Ureña-Cámara2
1Department of Cartographic, Geodetic Engineering and Photogrammetry, University of Jaén, Jaén, Spain. fjariza@ujaen.es.
Abstract:
We present a dataset consisting of three-dimensional traces, captured by Global Navigation Satellite System techniques with three-dimensional coordinates. It offers 138 traces (69 going and 69 returning), in addition to the actual mean axis of the road determined by precise surveying techniques to be used as ground truth for research activities. These data may serve as a test bed for research on data mining applications related to Global Navigation Satellite System multitraces, particularly the development and testing of algorithms intended for mining mean axis data from road multitraces. The data are suitable for the statistical analysis of both single-trace and multitrace datasets (e.g., outliers and biases).
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