• Title/Summary/Keyword: IQR rule

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Outlier Detection and Replacement for Vertical Wind Speed in the Measurement of Actual Evapotranspiration (실제증발산 측정 시 연직 풍속 이상치 탐색 및 대체)

  • Park, Chun Gun;Rim, Chang-Soo;Lim, Kwang-Suop;Chae, Hyo-Sok
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.34 no.5
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    • pp.1455-1461
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    • 2014
  • In this study, using flux data measured in Deokgokje reservoir watershed near Deokyu mountain in May, June, and July 2011, statistical analysis was conducted for outlier detection and replacement for vertical wind speed in the measurement of evapotranspiration based on eddy covariance method. To statistically analyze the outliers of vertical wind speed, the outlier detection method based on interquartile range (IQR) in boxplot was employed and the detected outliers were deleted or replaced with mean. The comparison was conducted for the measured evapotranspiration before and after the outlier replacement. The study results showed that there is a difference between evapotranspiration before outlier replacement and evapotranspiration after outlier replacement, especially during the rainy day. Therefore, based on the study results, the outliers should be deleted or replaced in the measurement of evapotranspiration.