Kurtosis-Adjusted LAeq,8h

MZ Meibian Zhang
XG Xiangjing Gao
WM William J. Murphy
CK Chucri A. Kardous
XS Xin Sun
WH Weijiang Hu
WG Wei Gong
JL Jingsong Li
WQ Wei Qiu
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The kurtosis adjustment was calculated according to Eq. 1 (Goley et al. 2011). Taking actual NIPTS as the dependent variable and LAeq,8h and log10N/3) as independent variables, the coefficient λ was calculated by multiple linear regression model:

where b0 is the NIPTS-intercept; b1 and b2 are the regression coefficients representing the change in NIPTS relative to a one-unit change in LAeq.8h and log10N/3), respectively; ɛ is the model’s random error (residual) term. The regression analysis obtains the optimal values for b0, b1, and b2 that minimizes ε, and λ = b2/b1. The dependent variable is actual NIPTS346, that is, the average of actual NIPTS at 3, 4, and 6 kHz. The model was validated by comparing the difference between actual NIPTS346 and estimated NIPTS346 (with or without kurtosis adjustment) using the ISO 1999:2013 formula.

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