articleBoreal Environment Research Journal ArchiveDec 12, 2024GREEN OA

Evaluation of an automatic algorithm for fitting the particle number size distributions

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Abstract

The multi log-normal distribution function is widely in use to parameterize the aerosol particle size distributions. The main purpose of such a parameterization is to quantitatively describe size distributions and to allow straightforward comparisons between different aerosol particle data sets. In this study, we developed and evaluated an algorithm to parameterize aerosol particle number size distributions with the multi log-normal distribution function. The current algorithm is automatic and does not need a user decision for the initial input parameters; it requires only the maximum number of possible modes and then it reduces this number, if possible, without affecting the fitting quality. The reduction of…

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209
total citations
FWCI
2.61
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100%
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Authors

8

Topics & keywords

Keywords
  • Aerosol
  • Algorithm
  • Particle number
  • Set (abstract data type)
  • Particle (ecology)
  • Term (time)
  • Transformation (genetics)
  • Data set
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