An enhancing biological echo classification method with polarimetric weather radar using random forest classifiers

Polarimetric weather radar can enhance precipitation and biological scatter monitoring by measuring the polarization moments of targets, thus providing valuable shape information. This study employed five Random Forest classifiers to classify birds, insects, and precipitations at the five lowest elevation angles. The training and testing sets were artificially generated us ing typical cases of bir…