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Publication . Conference object . Other literature type . Article . 2020

Exploring the Potential of Traffic Index Data to Analyze Essential Traffic Impact in Developing Cities

T. Moyo; Alain Y. Kibangou; Walter Musakwa;
Open Access
Published: 31 Aug 2020
Publisher: HAL CCSD
Country: France

Abstract. In developing countries, metropolitan cities, due to their economic activities, attract an increasing amount of commuters on a daily basis. This has led to major freeways and roads experiencing high levels of congestion and consequently high pollution levels. In 2020, due to a global pandemic of an outbreak of Corona Virus (COVID-19), the national government declared a national shutdown with only essential traffic being allowed to operate. Given the scenario of the national lock-down this allows for the statistical analysis of the impact of essential traffic on the overall transportation system. Consequently the aim of the paper was to assess the congestion and CO2 emission impact of essential traffic for the City of Johannesburg. Using an exploratory approach, we monitored and collected traffic congestion data from the Tomtom traffic index for the metropolitan city of Johannesburg, South Africa. We develop a relationship between congestion and pollution to visualise the daily variations in pollution and congestion levels. We demonstrate this by comparing variations in congestion levels in two epochs, viz the period without movement restrictions and the period whereby movement is restricted. The results reveal essential traffic on the congestion index to be below 22 percent for both weekends and weekdays. A scenario common only during weekends in 2019. Whilst for the emission index, CO2 levels are approximately less than 45 percent throughout the week. The paper concludes the investment into mining and analysing traffic data has a significantly role for future mobility planning in both the developed and developing world and, more generally, improving the quality of commuting trips in the city.

Subjects by Vocabulary

Library of Congress Subject Headings: lcsh:Technology lcsh:T lcsh:Engineering (General). Civil engineering (General) lcsh:TA1-2040 lcsh:Applied optics. Photonics lcsh:TA1501-1820

Microsoft Academic Graph classification: Coronavirus disease 2019 (COVID-19) Traffic congestion Developing country Metropolitan area Index (economics) Quality (business) media_common.quotation_subject media_common Transport engineering Investment (macroeconomics) TRIPS architecture Business


Essential Traffic, Emission, Congestion, COVID-19, Traffic index, Johannesburg, [INFO.INFO-TS]Computer Science [cs]/Signal and Image Processing, [SPI.AUTO]Engineering Sciences [physics]/Automatic, [SDE.ES]Environmental Sciences/Environmental and Society