A Hybrid Regression–Kriging–Machine Learning Framework for Imputing Missing TROPOMI NO2 Data over Taiwan - Valerio, Alyssa; Chen, Yi-Chun; Liu, Chian-Yi; Chen, Yi-Ying; Lin, Chuan-Yao (Remote sensing (Basel, Switzerland), 2025)
Keywords: Air pollution; Air quality; Algorithms; Climate change; data imputation; Datasets; Deep learning; Dry deposition; kriging; Land cover; Land use; Learning algorithms; Machine learning; Missing data; Neural networks; Nitrogen dioxide; Outdoor air quality; Partial differential equations; Pollutants; Quality assurance; Real time; Regions; Regression; Regression analysis; satellite data; TROPOMI; Winter; United States--US; Europe; China; Taiwan