Alan Seed

Improving Radar Rainfall Estimate with Kalman Filter Based Bias Adjustment Methods

Abstract This study evaluates three real-time Kalman filter (KF) approaches—Mean Field (MKF), Site-Specific (SKF), and a novel Lagrangian (LKF)—to correct radar rainfall estimation biases. While the SKF addresses spatial heterogeneity by applying independent filters per gauge, th...