Application of Back-Propagation Neural Network in Precipitation Estimation with Doppler Radar
BP神经网络在多普勒雷达降水量的估测中的应用

By means of the Doppler radar measurements and automatic precipitation station data collected in the Linyi region during four precipitation processes of 2005.The Back-Propagation Neural Network(BPNN) was used to estimate the rainfall.In order to contrast with neural network,the improved window probability matching method(WPMM)was employed to determine the relationship between radar echo intensity (Z) and precipitation intensity(R),and the Z-R relation was further used to estimated the rainfall.Based on anal...