THE APPLICATION OF ARTIFICIAL NEURAL NETWORK FOR REGIONAL RAIN FORECAST IN QINGHAI PROVINCE

Wang Fanqiang;Xu Wenjin;Chen Jielun;Wang Xin

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Plateau Meteorology ›› 1997, Vol. 16 ›› Issue (1) : 105-112.

THE APPLICATION OF ARTIFICIAL NEURAL NETWORK FOR REGIONAL RAIN FORECAST IN QINGHAI PROVINCE

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Abstract

The 24 h rain forecasting B-P neural network of Qinghai Plateau regional rain are established with regular synoptic data and ECMWF data for 5 mm, 10 mm and 25 mm fainfall synoptic processes. The results that learning from samples show, the artificial neural network can extract enough classified informations from original data and reach good historical fitness(≥95%). The forecast experiment made in 1994 and 1995 duing June~August is better.

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B-P neural network / Rain forecast

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Wang Fanqiang , Xu Wenjin , Chen Jielun , Wang Xin. THE APPLICATION OF ARTIFICIAL NEURAL NETWORK FOR REGIONAL RAIN FORECAST IN QINGHAI PROVINCE. Plateau Meteorology. 1997, 16(1): 105-112

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