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2021, 07, v.51;No.323 34-45
青岛市雾、霾天时空变化特征及影响因素分析
基金项目(Foundation): 国家自然科学基金项目(41876125)资助~~
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摘要:

本研究基于青岛市2005—2019年的气象与空气污染数据,主要分析了青岛市雾、霾天区域分布及其年际、季节和日变化特征与影响因素。结果显示,青岛市自2005—2019年近14年来雾天天数缓慢减少(p<0.1),雾天天数变化和相对湿度变化具有良好的正相关关系(p<0.05)。青岛市各季节霾天天数呈波动变化,在2010—2013年间霾天天数每年均超过100 d, 2008年霾天天数最少,为75 d。雾事件持续时间多为1~2 d,占比为77.5%,而持续时间为1 d的霾事件占60%,持续时间超过3 d的占6.3%。在沿海型站点(市南、大桥三),春夏季雾天天数明显高于秋冬季,过渡型站点(胶南、胶州)和内陆型站点(莱西、平度)则没有该显著差异,暗示了海洋对沿海城市雾天的影响程度。从日变化来看,各站点雾时数的高值主要出现于午夜至早8时,霾时数呈现双峰分布,峰值出现于8:00—12:00和18:00—24:00。相关分析表明,每月雾时数与PM2.5、SO2浓度、相对湿度呈显著正相关,与O3浓度呈显著负相关,而霾时数与PM2.5、PM10、SO2、NO2和CO浓度呈显著正相关,与O3浓度、气温、相对湿度和气压呈显著负相关。

Abstract:

This research investigated the characteristics of interannual, seasonal and diurnal variation of fog and haze days in Qingdao based on meteorological and air pollution data from 2005 to 2019. The areal distribution characteristic and influencing factors of fog and haze events were also analyzed in this study. In past fourteen years(p<0.1), the annual foggy days in Qingdao showed a decreasing trend, along with a significant positive relation with relative humidity(p<0.05). A fluctuating trend of haze days were observed in Qingdao. More than 100 haze days were reported each year from 2010 to 2013, and least haze days of 75 were reported in 2008. Most of the fog event(77.5%) sustained one or two days, while 60% of haze events sustained only one day. However, there was still 6.3% of haze events who kept more than three days. The foggy days in spring and summer were significant more than those in fall and winter in coastal stations(Daqiaosan and Shinan); no signfinicant difference was found in transitional stations(Jiaonan and Jiaozhou) and continental stations(Laixi and Pingdu) between seasons, suggesting the influence of ocean on foggy days in coastal cities. The peaks of foggy days in each station appearred from midnight to eight(Beijing time) consistently; while the haze days reached to the peaks at eight to twelve and eighteen to twenty-four. Significant positive correlation was found between monthly foggy hours and PM2.5, SO2 concentrations, relative humidity; and negative correlation was reported between monthly foggy hours and O3 concentrations. The monthly haze hours were confirmed in positive correlation with PM2.5, PM10, SO2, NO2, CO concentrations, and in negative correlation with relative humidity and pressure.

参考文献

[1] 史秀霞.城市雾霾污染经济损失风险智能评估模型研究[J].环境科学与管理,2019,44(11):180-184.Shi X.Research on intelligent assessment model of economic loss risk of urban haze pollution[J].Environmental Science and Management,2019,44(11):180-184.

[2] 顾赛菊.雾霜污染的间接经济损失评估研究[D].南京:南京信息工程大学数学与统计学院,2016.Gu S.Research on Indirect Economic Loss Estimation Caused by Haze Pollution[D].Nanjing:School of Mathematics and Statistics,Nanjing University of Information Science and Technology,2016.

[3] Rosenfeld D,Lohmann U,Raga G,et al.Flood or drought:how do aerosols affect precipitation?[J].Science,2008,321(5894):1309-1313.

[4] Deng X,Tie X,Wu D,et al.Long-term trend of visibility and its characterizations in the Pearl River Delta (PRD) region,China[J].Atmospheric Environment,2008,42(7):1424-1435.

[5] Quan J,Zhang Q,He H,et al.Analysis of the formation of fog and haze in North China Plain (NCP)[J].Atmospheric Chemistry and Physics,2011,11(15):8205-8214.

[6] 林建,杨贵名,毛冬艳.我国大雾的时空分布特征及其发生的环流形势[J].气候与环境研究,2008,13(2):171-181.Lin J,Yang G,Mao D.Spatial and temporal characteristics of fog in China and associated circulation patterns[J].Climatic and Environmental Research,2008,13(2):171-181.

[7] 黄玉生,黄玉仁,李子华,等.生态环境变化对雾的影响[J].气象科学,2000,20(2):129-135.Huang Y S,Huang Y R,Li Z H,et al.The influence of ecoenvironmental variation on fog[J].Scientia Meteorologica Sinica,2000,20(2):129-135.

[8] 黄玉仁,沈鹰,黄玉生,等.城市化对西双版纳辐射雾的影响[J].高原气象,2001,20(2):186-190.Huang Y,Shen Y,Huang Y,et al.Effects of urbanization on radiation fog in Xishuangbanna Area[J].Plateau Meteorology,2001,20(2):186-190.

[9] Shi C,Roth M,Zhang H,et al.Impacts of urbanization on long-term fog variation in Anhui Province,China[J].Atmospheric Environment,2008,42(36):8484-8492.

[10] 吴兑,毕雪岩,邓雪娇,等.珠江三角洲大气灰霾导致能见度下降问题研究[J].气象学报,2006,64(4):510-517,538.Wu D,Bi X,Deng X,et al.Effect of atmospheric haze on the deterioration of visibility over the Pear River DeltaD [J].Acta Meteorologica Sinica,2006,64(4):510-517.

[11] Zhang X,Wang Y,Niu T,et al.Atmospheric aerosol compositions in China:Spatial/temporal variability,chemical signature,regional haze distribution and comparisons with global aerosols[J].Atmospheric Chemistry and Physics,2012,12(2):779-799.

[12] 史军,崔林丽.长江三角洲城市群霾的演变特征及影响因素研究[J].中国环境科学,2013,33(12):2113-2122.Shi J,Cui L.Characteristics and influencing factors of haze in the Yangtze River Delta region[J].China Environmental Science,2013,33(12):2113-2122.

[13] 赵普生,徐晓峰,孟伟,等.京津冀区域霾天气特征[J].中国环境科学,2012,32(1):31-36.Zhao P,Xu X,Meng W,et al.Characteristics of hazy days in the region of Beijing,Tianjin,and Hebei[J].China Environmental Science,2012,32(1):31-36.

[14] Ladochy S.The disappearance of dense fog in Los Angeles:another urban impact?[J].Physical Geography,2005,26(3):177-191.

[15] Vautard R,Yiou P,Oldenborgh G.Decline of fog,mist and haze in Europe over the past 30 years[J].Nature Geoscience,2009,2(2):115-119.

[16] Witiw M,Ladochy S.Trends in fog frequencies in the Los Angeles Basin[J].Atmospheric Research,2008,87(3):293-300.

[17] Rangognio J,Tulet P,Bergot T,et al.Influence of aerosols on the formation and development of radiation fog[J].Atmospheric Chemistry and Physics,2009,9(5):17963-18019.

[18] Yan S,Zhu B,Kang H.Long-term fog variation and its impact factors over polluted regions of East China[J].Journal of Geophysical Research,2019,124(3):1741-1754.

[19] Fu G,Xu W,Yang R,et al.The distribution and trends of fog and haze in the North China Plain over the past 30 years[J].Atmospheric Chemistry and Physics,2014,14(21):11949-11958.

[20] Yin Z,Wang H,Guo W.Climatic change features of fog and haze in winter over North China and Huang-Huai Area[J].Science China-Earth Sciences,2015,58(8):1370-1376.

[21] 周发琇,王鑫,鲍献文.黄海春季海雾形成的气候特征[J].海洋学报,2004,26(3):28-37.Zhou F,Wang X,Bao X.Climatic characteristics of sea fog formation of the Huanghai Sea in spring[J].Acta Oceanologica Sinica,2004,26(3):28-37.

[22] 王冠岚.北大西洋海雾发生频率的气候学特征[D].青岛:中国海洋大学海洋环境学院,2010.Wang G.Climatic Characteristics of Sea Fog Frequency over the Northern Atlantic[D].Qingdao:Ocean University of China,2010.

[23] 王博妮,徐芬,田小毅,等.我国近年雾研究方法及研究热点综述[J].气象科技,2014,42(1):23-30.Wang B,Xu F,Tian X,et al.A review of fog weather research methods in China in recent years[J].Meteorological Science and Technology,2014,42(1):23-30.

[24] 庞华基,高靖,李春,等.青岛百年气温变化及其影响因素分析[J].南京气象学院学报,2007,30(4):524-529.Pang H,Gao J,Li C,et al.Variations of air temperature in the past 100-year in Qingdao and its influencing factors[J].Journal of Nanjing Institute of Meteorology,2007,30(4):524-529.

[25] 马艳,黄容,陈尚,等.青岛市雾和城市空气质量的特征及其相关关系[J].气象科技,2015,43(5):925-931.Ma Y,Huang R,Chen S,et al.Characteristics of fogs and air quality and their relationship in Qingdao[J].Meteorological Science and Technology,2015,43(5):925-931.

[26] 张晓慧,丛爱丽,王志梅,等.近60年青岛冬季雾的天气气候特征[J].山东气象,2011,31(4):24-29.Zhang X,Cong A,Wang Z,et al.Weather and climate characteristics of fog in Winter in Qingdao in recent 60 years[J].Journal of Shandong Meteorology,2011,31(4):24-29.

[27] Gao Y,Shan H,Zhang S,et al.Characteristics and sources of PM2.5 with focus on two severe pollution events in a coastal city of Qingdao,China[J].Chemosphere,2020,247:125861.

[28] Li L,Yan D,Xu S,et al.Characteristics and source distribution of air pollution in Winter in Qingdao,Eastern China[J].Environmental Pollution,2017,224:44-53.

[29] 张强,薛迪,王爽,等.青岛市PM2.5重污染天气演变过程分析[J].中国环境科学,2017,37(10):3623-3635.Zhang Q,Xue D,Wang S,et al.Analysis on the evolution of PM2.5 heavy air pollution process in Qingdao[J].China Environmental Science,2017,37(10):3623-3635.

[30] Tarovik O,Topaj A,Krestyantsev A,et al.Study on operation of Arctic Offshore complex by means of multicomponent process-based simulation[J].Journal of Marine Science and Application,2018,17(4):471-497.

[31] 吴兑.再论相对湿度对区别都市霾与雾(轻雾)的意义[J].广东气象,2006(1):9-13.Wu D.More discussions on the differences between haze and fog in city[J].Guangdong Meteorology,2006(1):9-13.

[32] Doyle M,Dorling S.Visibility trends in the UK 1950—1997[J].Atmospheric Environment,2002,36(19):3161-3172.

[33] Schichtel B,Husar R,Falke S,et al.Haze trends over the United States,1980—1995[J].Atmospheric Environment,2001,35(30):5205-5210.

[34] Jiao K,Gao J,Wu S.Climatic determinants impacting the distribution of greenness in China:Regional differentiation and spatial variability[J].International Journal of Biometeorology,2019,(63):523-533.

[35] 黄彬,王皘,陆雪,等.黄渤海一次持续性大雾过程的边界层特征及生消机理分析[J].气象,2014(11):1324-1337.Huang B,Wang Q,Lu X,et al.Mechanism of a sea fog event over Yellow Sea and Bohai Sea[J].Meteorological Monthly,2014(11):1324-1337.

[36] 苏鸿明.台湾海峡海雾的气候分析[J].台湾海峡,1998,17(1):25-28.Su H.Climatic analysis of fog in Taiwan Strait[J].Journal of Oceanography in Taiwan Strait,1998,17(1):25-28.

[37] 张立多,叶文健,陈德花,等.厦门市灰霾天气气候特征[J].福建气象,2007(1):27-30.Zhang L,Ye W,Chen D,et al.Weather climate characteristics of Haze in Xiamen[J].Journal of Fujian Meteorology,2007(1):27-30.

[38] 傅瑜,王体健,黄晓娴,等.南京地区典型霾天气个例特征的比较分析[J].环境科学学报,2015,35(6):1620-1628Fu Y,Wang T,Huang X,et al.Comparative analysis on four typical haze cases in Nanjing[J].Acta Scientiae Circumstantiae,2015,35(6):1620-1628.

[39] 宋亚娟.北太平洋海雾发生频率的气候学特征[D].青岛:中国海洋大学海洋环境学院,2009.Song Y.Characteristics of Sea Fog Frequency over the Northern Pacific[D].Qingdao:College of Physical and Environmental Oceanography,Ocean University of China,2009.

[40] 牛生杰,王天舒,陆春松.近年来中国雾研究进展[J].气象科技进展,2016,6(2):6-19.Niu S,Wang T,Lu C.Advances in fog research in China[J].Advances in Meteorological Science and Technology,2016,6(2):6-19.

[41] Qian Y,Gong D,Fan J,et al.Heavy pollution suppresses light rain in China:Observations and modeling[J].Journal of Geophysical Research,2009,114(7):D00K02.

[42] Gray E,Gilardoni S,Baldocchi D,et al.Impact of air pollution controls on radiation fog frequency in the Central Valley of California[J].Journal of Geophysical Research,2019,124(11):5889-5905.

[43] 郭婷,朱彬,康志明,等.1960—2012年长江三角洲地区雾日与霾日的气候特征及其影响因素[J].中国环境科学,2016,36(4):961-969.Guo T,Zhu Bin,Kang Z,et al.Spatial and temporal distribution characteristic of fog days and haze days from 1960—2012 and impact factors over the Yangtze River Delta Region[J].China Environmental Science,2016,36(4):961-969.

[44] 程相坤,蔡冬梅.大连地区辐射雾与平流雾边界层温度场及风场对比[J].气象科技,2010,38(4):427-431.Cheng X,Cai D.Comparison of ABL temperature and wind features between radiative and advective fogs in Dalian[J].Meteorological Science and Technology,2010,38(4):427-431.

[45] Boutle I,Price J,Kudzotsa I,et al.Aerosol-fog interaction and the transition to well-mixed radiation fog[J].Atmospheric Chemistry and Physics,2018,18(11):7827-7840.

[46] Jia M,Zhao T,Cheng X,et al.Inverse relations of PM2.5 and O3 in air compound pollution between cold and hot seasons over an urban area of East China[J].Atmosphere,2017,8(12):59-70.

[47] 唐斌雁.京津冀地区近地层臭氧和颗粒物污染相互影响研究[D].成都:成都信息工程大学大气科学学院,2018.Tang B.Study on the Interaction Between Ozone and Particulate Matter Pollution in the Beijing-Tianjin-Hebei Region[D].Chengdu:School of Atmospheric Sciences,Chengdu University of Information Technology,2018.

[48] Prince A,Kleiber P,Grassian V,et al.Heterogeneous interactions of calcite aerosol with sulfur dioxide and sulfur dioxide-nitric acid mixtures[J].Physical Chemistry Chemical Physics,2007,9(26):3432-3439.

[49] 陈辰,高志球,徐惟琦,等.APEC前后北京SO2垂直分布特征及其对二次硫酸盐生成的影响[J].环境科学学报,2016,36(6):2131-2141.Chen C,Gao Z,Xu W,et al.Vertical distribution of SO2 and its impact on the formation of secondary sulfate in urban Beijing during 2014 APEC summit[J].Acta Scientiae Circumstantiae,2016,36(6):2131-2141.

[50] Mentel T,Bleilebens D,Wahner A.A study of nighttime nitrogen oxide oxidation in a large reaction chamber-the fate of NO2,N2O5,HNO3,and O3 at different humidities[J].Atmospheric Environment,1996,30(23):4007-4020.

基本信息:

中图分类号:X513

引用信息:

[1]卢一凡,王娇,于铖浩,等.青岛市雾、霾天时空变化特征及影响因素分析[J],2021,51(07):34-45.

基金信息:

国家自然科学基金项目(41876125)资助~~

投稿时间:

2020-10-30

投稿日期(年):

2020

终审时间:

2020-12-10

终审日期(年):

2020

修回时间:

2020-12-06

审稿周期(年):

1

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