M. Fahim

A sensitivity analysis of data imputation in daily PM10 prediction

Reliable daily prediction of particulate matter (PM10) depends not only on model structure and predictor selection, but also on how missing data are treated during preprocessing. In air-quality applications, gaps are common in both ground-based monitoring records and satellite-derived predictors due to instrument downt...