热带气象学报2017，Vol.33Issue(2)：273-280,8.DOI:10.16032/j.issn.1004-4965.2017.02.014
一种基于PSO-MEF的地面气温观测资料的质量控制方法
A PSOMEF-BASED METHOD FOR QUALITY CONTROL OF SURFACE TEMPERATURE OBSERVATIONS
摘要
Abstract
Considering the correlation between temperature in spatial,a new quality control method of surface temperature observations,based on the Multi-quadric Equations which is improved by particle swarm optimization(PSO),is introduced in detail in paper.In order to verify the feasibility and applicability of the proposed method,by using this method,the hourly air temperature in four cities of Jiangsu Province in 2008 was examined,and also comparming against inverse distance weighting method(IDW).The results show that the proposed method can more effectively check the random errors of the artificial simulation,Furthermore,the method has the advantages of high identification accuracy,strong adaptability to different regions and climate.关键词
质量控制/多面函数/气温/粒子群/相关性Key words
quality control/Multi-quadric Equations/temperature/particle swarm optimization/correlation分类
天文与地球科学引用本文复制引用
张颖超,姚润进,熊雄..一种基于PSO-MEF的地面气温观测资料的质量控制方法[J].热带气象学报,2017,33(2):273-280,8.基金项目
国家自然科学基金项目(41675156) （41675156）
江苏省高校优势学科建设工程资助项目 （）
江苏省六大人才高峰项目(WLW-021)共同资助 （WLW-021）
