Zohreh Javanshiri

A Bayesian CUSUM Framework for Integrated Breakpoint Detection, Outlier Reconstruction, and Missing-Value Estimation in Climate Time Series Homogenization

Abstract Homogenization of climate time series is essential for reliable climate change assessment, yet distinguishing structural breakpoints from transient anomalies remains challenging when outliers and missing observations coexist with artificial shifts. Existing homogenizatio...