气象学报2026，Vol.84Issue(4)：749-763,15.DOI:10.11676/qxxb2026.20250125
基于区域数值模式的中国北方干旱预测系统及其检验应用研究
A drought prediction system and its application in northern China based on improved RegCM5.0
摘要
Abstract
Northern China is characterized by steep terrain,complex circulations and strong land-atmosphere interaction,which make it highly susceptible to frequent droughts.In recent years,extreme drought events have increased in this region under the background of global warming,posing a threat to socioeconomic sustainable development.To promote the prediction of extreme drought events,it is imperative to improve the performance of regional numerical models for the simulation of drought factors such as precipitation and temperature.Therefore,RegCM5.0 is localized and improved in this study to develop a drought prediction system.The improvements include surface type data update,thermal conductivity parameterization modification and cumulus convection scheme optimization.Results show that precipitation bias is reduced by 50%and 2 m air temperature bias is reduced by 1℃.The correlation coefficients of precipitation and 2 m air temperature with observations increase from 0.61 to 0.72(α=0.001)and from 0.83 to 0.88(α=0.001),respectively.The correlation coefficients of simulated drought indexes such as SPI(Standardized Precipitation Index)and SPEI(Standardized Precipitation Evapotranspiration Index)with those from observations can reach above 0.50(α=0.05).A case study shows that the prediction system can accurately forecast the extreme drought event in the summer of 2020 and those extreme heat and drought events in 2024.关键词
中国北方/区域数值模式/陆面参数优化/极端干旱事件预测Key words
Northern China/Regional numerical model/Optimization of land surface parameters/Extreme drought events prediction分类
天文与地球科学引用本文复制引用
任余龙,张强,岳平,张铁军,巩崇水,李忆平,颜鹏程,柳媛普,刘洋..基于区域数值模式的中国北方干旱预测系统及其检验应用研究[J].气象学报,2026,84(4):749-763,15.基金项目
国家自然科学基金重点项目(42230611)、甘肃省自然科学基金(24JRRA722)、中国气象局创新驱动发展重点项目(CXFZ2025J070). （42230611）
