大气科学2011，Vol.35Issue(5)：963-976,14.
基于前春对流层温度和北大西洋涛动的中国夏季降水统计预测模型
A Predictive Model for Summer Precipitation over China Based on Upper Tropospheric Temperature and North Atlantic Oscillation in the Preceding Spring
摘要
Abstract
Based on the analyses of relationship between summer precipitation and upper tropospheric temperature,North Atlantic Oscillation (NAO) in the preceding spring, a statistic predictive model for summer precipitation over China is proposed and the forecast results for years 2004 - 2009 are tested. The results show that the large scale precipitation over China mainly changes with NAO in May, and the meridional dipole pattern of precipitation is associated with NAO in May and the anomalous cooling during 500 hPa - 200 hPa in the preceding spring over North China and Northeast China. The NAO influences the summer precipitation over China on both interannual and interdecadal time scales, while the upper tropospheric temperature influences the precipitation mainly on interdecadal time scale. The anomalous condition of spring NAO and upper tropospheric temperature determines the pattern and magnitude of summer precipitation over China via large scale circulation and water vapor transport. A predictive model for summer precipitation over China is proposed based on both this statistic and physical relationship, with the first three principle components (PCs) of summer precipitation as the predictands, and with the first four PCs of upper tropospheric temperature over Asia (10°N- 50°N, 60°E- 130°E) and the monthly NAO index in the preceding spring as the predictors. The periods of these series with different time scales are also considered to remove the noise and extract useful information. The averaged anomaly correlation coefficient for years 2004 - 2009 is 0. 335, indicting a good skill in forecasting the summer precipitation over China.关键词
对流层温度/北大西洋涛动/中国夏季降水/统计预测模型Key words
upper tropospheric temperature, North Atlantic Oscillation (NAO), summer precipitation over China, statistic predictive model分类
天文与地球科学引用本文复制引用
冯蕾,魏凤英,朱艳峰..基于前春对流层温度和北大西洋涛动的中国夏季降水统计预测模型[J].大气科学,2011,35(5):963-976,14.基金项目
财政部/科技部公益类行业专项GYHY200706010、GYHY200906016 （）
