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基于HYSPLIT4模式的天水市颗粒物输送路径
引用本文:刘灏,王颖,王思潼,刘扬,李博.基于HYSPLIT4模式的天水市颗粒物输送路径[J].中国环境科学,2021,41(8):3529-3538.
作者姓名:刘灏  王颖  王思潼  刘扬  李博
作者单位:1. 兰州大学大气科学学院, 甘肃 兰州 730000;2. 兰州大学半干旱气候变化教育部重点实验室, 甘肃 兰州 730000
基金项目:甘肃省科技计划项目(18JR2RA005)
摘    要:首先利用后向轨迹模式(HYSPLIT)模拟了天水市2017~2019年冬季后向轨迹,分析了50,200,500和1000m 4个不同高度以及500m高度不同聚类数量对路径输送聚类统计结果的影响,并以500m高度四个季节的后向轨迹进行聚类分析,进一步运用权重潜在源贡献分析法(WPSCF),探讨了研究期间天水市细颗粒物的潜在源区及不同源区对天水市颗粒物浓度的贡献,结果表明,(1)起始点高度为500m时,颗粒物浓度极值比和极值差均较大,聚类结果最具代表性;(2)不同聚类数量分析结果表明,按照总空间变化(Total spatial variation,TSV)显著增加的原则选取的聚类数量较少,且能反映不同方向的轨迹输送特征;(3)天水市不同季节的轨迹聚类结果表明,冬季来自陕西南部的东南路径是PM2.5污染程度最高的路径,该路径下PM2.5浓度为78.2μg/m3,春季西北路径的颗粒物浓度最高,PM10和PM2.5的平均浓度分别是127.9~129.9和40.6~41.0 μg/m3,夏秋季节不同路径的颗粒物浓度相差不大.

关 键 词:HYSPLIT4模式  后向轨迹  聚类原则  潜在源贡献分析  
收稿时间:2020-12-30

Study on the transport path of particles in Tianshui City based on HYSPLIT4 model
LIU Hao,WANG Ying,WANG Si-tong,LIU Yang,LI Bo.Study on the transport path of particles in Tianshui City based on HYSPLIT4 model[J].China Environmental Science,2021,41(8):3529-3538.
Authors:LIU Hao  WANG Ying  WANG Si-tong  LIU Yang  LI Bo
Institution:1. College of atmospheric science, Lanzhou University, Lanzhou 730000, China;2. Key Laboratory of semi-arid climate change, Ministry of Education, Lanzhou 730000, China
Abstract:Backward trajectories from urban Tianshui was simulated using the HYSPLIT4model for winters of 2017~2019. The influence of heights, i.e. 50, 200, 500 and 1000m, and the number of clusters at 500m on the statistical results of transport pathway clustering was analyzed. The 500m backward trajectories in spring, summer, autumn and winter were clustered, and the weighted potential source contribution analysis (WPSCF) was used to explore the potential source areas of fine particles. The results indicate that the clustered pathways starting at 500m was the most representative for the study area. The number of clusters selected based on the principle of significant increase of TSV is small and could reflect the trajectory transport characteristics in different directions. In winter, the southeast path from the south of Shaanxi Province had the highest PM2.5 concentration, reaching 78.2 μg/m3. In spring, the highest particulate concentration is found in the northwest path, and the average concentrations of PM10 and PM2.5 were 127.9~129.9 μg/m3 and 40.6~41.0 μg/m3, respectively. There was no significant difference between the particulate concentrations in different paths in summer and autumn.
Keywords:HYSPLIT4 model  backward trajectory  clustering principle  potential source contribution analysis  
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