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👤 Author: user
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Summary

Researchers evaluated the accuracy of traditional (PMF3) and advanced three-way factor analysis models (AAB and ABB) for determining source contributions to particulate matter. Simulated datasets were used to assess the models' performance under different conditions, including scenarios with shared source profiles but different emission patterns, and those with the same emission patterns but different source profiles. The results showed that the advanced models (AAB and ABB) outperformed the traditional PMF3 model, with lower average absolute errors (AAEs) ranging from 2.88% to 29.89%, compared to PMF3's AAEs ranging from 2.95% to 90.22%. The study suggests that the advanced three-way models can effectively utilize spatial or size distribution information to enhance source apportionment capabilities.

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Researchers evaluated the accuracy of traditional (PMF3) and advanced three-way factor analysis models (AAB and ABB) for determining source contributions to...

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  • File Format: PDF
  • File Size: 320 KB
  • Pages: 11
  • Language: EN
  • Author: user
  • Total Downloads: 28
  • Last Updated: 6 days ago

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