October 2024
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76 Reads
Environmental Science and Technology
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October 2024
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76 Reads
Environmental Science and Technology
September 2024
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26 Reads
Environmental Pollution
January 2024
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35 Reads
November 2022
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444 Reads
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8 Citations
Atmosphere
Vehicle mileage is one of the key parameters for accurately evaluating vehicle emissions and energy consumption. With the support of the national annual vehicle emission inspection networked platform in China, this study used big data methods to analyze the activity level characteristics of the light-duty passenger vehicle fleet with the highest ownership proportion. We found that the annual mileage of vehicles does not decay significantly with the increase in vehicle age, and the mileage of vehicles is relatively low in the first few years due to the run-in period, among other reasons. This study indicated that the average mileage of the private passenger car fleet is 10,300 km/yr and that of the taxi fleet was 80,000 km/yr in China in 2019, and the annual mileage dropped by 22% in 2020 due to the pandemic. Based on the vehicle mileage characteristics, the emission inventory of major pollutants from light-duty passenger vehicles in China for 2010–2020 was able to be updated, which will provide important data support for more accurate environmental and climate benefit assessments in the future.
... Data reduction techniques address the challenge of handling diverse data formats by transforming, aggregating, or summarizing data to make it more manageable and standardized for analysis. This allows organizations to extract valuable insights from disparate data sources and formats [27,28]. • Veracity: Veracity refers to the accuracy, reliability, and trustworthiness of big data. ...
November 2022
Atmosphere