摘要
该文对我国汛期降水量和气温缺测资料及资料均一性恢复的方法进行试验研究。对单个气候地区 (东北区 ) ,以及全国 6个气候地区用逐步回归和逐步判别方法进行缺测 1~ 5年恢复试验。对东北地区内所有站点的试验表明 ,逐步判别分析方法比逐步回归分析方法恢复效果好些 ;选择邻站用判别分析方法建立的恢复模型 ,效果更好。全国气候地区试验表明 。
The examination of reconstruction for missing data and homogeneity for summer precipitation and temperature in China was completed. The experimental study is on the reconstruction for missing data for the period of 1~5 years using stepwise regression and stepwise discrimination. It is found that the stepwise discrimination is better than the stepwise regression in the validity of the reconstruction. The experimental studies about different methods of discriminate group show that the discrimination based on Gamma distribution is better with a good validity. The discrimination selected nearly stations have a good validity than the stepwise discrimination with F value. The experimental results also show that the reconstruction for missing with the little error in the six areas in China on reconstruction using discrimination selected nearly stations.
出处
《应用气象学报》
CSCD
北大核心
2004年第2期200-206,共7页
Journal of Applied Meteorological Science
基金
国家科技基础性工作专项基金项目 2 0 0 1DEA3 0 0 2 9 0 1
国家气象中心课题"台站环境改变对我国气温观测的影响研究"(课题号为ZK2 0 0 2B 1 9)的资助
关键词
气候变化
资料恢复
均一性
判别分析
回归分析
Data reconstruction Homogeneity Stepwise discrimination Stepwise regression