Yongku Kim

The Chronic Psychological Burden of Urban Noise and Light Pollution: A Cross-Sectional Study of a Major Crossroads in Daegu, South Korea

Background: Residential environmental stressors, such as noise and light pollution, significantly impact psychological well-being.While individual sensitivity and cognitive perception are known to influence environmental annoyance, how these factors operate differently across aud...

Conformal prediction for spatial data with GAM-trend adjustment

Reliable uncertainty quantification for spatial prediction remains a central challenge due to the sensitivity of classical geostatistical methods, particularly kriging, to assumptions of stationarity, Gaussianity, and correctly specified covariance models.This study presents a pr...