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Ensemble-Based Adaptive Observations for Improving Sea Fog Prediction in Coastal Regions around the Bohai Sea:Case Study with Cold-Front Synoptic Pattern
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作者 Huiqin HU Chengqing RUAN Xiaolin YU 《Advances in Atmospheric Sciences》 2025年第4期794-815,共22页
This study explored the observation strategy and effectiveness of synoptic-scale adaptive observations for improving sea fog prediction in coastal regions around the Bohai Sea based on a poorly predicted fog event wit... This study explored the observation strategy and effectiveness of synoptic-scale adaptive observations for improving sea fog prediction in coastal regions around the Bohai Sea based on a poorly predicted fog event with cold-front synoptic pattern(CFSP).An ensemble Kalman filter data assimilation system for the Weather Research and Forecasting model was adopted with ensemble sensitivity analysis(ESA).By comparing observation impacts(estimated from a 40-member ensemble with ESA)among different meteorological observation variables and pressure levels,the temperature at 850 hPa and surface layer(850 hPa-and-surface temperature)was selected as the target observation type.Additionally,the area with large observation impacts for this observation type was predicted in the transition region of the surface low–high system.This area developed southward with the low and moved eastward with the low–high system,which could be explained by the main features of CFSP.Moreover,both experiments assimilating synthetic and real observations showed that assimilating 850 hPa-and-surface temperature observations generally yielded better fog coverage forecasts in areas with greater observation impacts than areas with smaller impacts.However,the effectiveness of adaptive observations was reduced when real observations rather than synthetic observations were assimilated,which is possibly due to factors such as observation and model errors.The main conclusions above were verified by another typical fog event with CFSP characteristics.Results of this study highlight the importance of improved initial conditions in the transition region of the low–high system for improving fog prediction and provide scientific guidance for implementing an observation network for fog forecasting over the Bohai Sea. 展开更多
关键词 sea fog forecasting synoptic-scale adaptive observations ESA method observations of temperature profile below 850 hPa cold-front synoptic pattern
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Case Study of Fog Predictability for an Event with Cold-Front Synoptic Pattern
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作者 HU Huiqin HUANG Fei +3 位作者 ZHANG Shaoqing RUAN Chengqing GAO Shanhong LI Pengyuan 《Journal of Ocean University of China》 SCIE CAS CSCD 2019年第2期271-281,共11页
Fog has recently become a frequent high-impact weather phenomenon along the coastal regions of North China. Accurate fog forecasting remains challenging due to limited understanding of the predictability and mechanism... Fog has recently become a frequent high-impact weather phenomenon along the coastal regions of North China. Accurate fog forecasting remains challenging due to limited understanding of the predictability and mechanism of fog formation associated with synoptic-scale circulation. One frequent synoptic pattern of fog formation in this area is associated with cold front passage(cold-front synoptic pattern, CFSP). This paper explored the predictability of a typical CFSP fog event from the perspective of analyzing key characteristics of synoptic-scale circulation determining fog forecasting performance and the possible mechanism. The event was ensemble forecasted with the Weather Research and Forecasting model. Two groups of ensemble members with good and bad forecasting performance were selected and composited. Results showed that the predictability of this case was largely determined by the simulated strengths of the cold-front circulation(i.e., trough and ridge and the associated surface high). The bad-performing members tended to have a weaker ridge behind a stronger trough, and associated higher pressure over land and a weaker surface high over the sea, leading to an adverse impact on strength and direction of steering flows that inhibit warm moist advection and enhance cold dry advection transported to the focus region. Associated with this cold dry advection, adverse synoptic conditions of stratification and moisture for fog formation were produced, consequently causing failure of fog forecasting in the focus region. This study highlights the importance of accurate synoptic-scale information for improved CFSP fog forecasting, and enhances understanding of fog predictability from perspective of synoptic-scale circulation. 展开更多
关键词 FOG PREDICTABILITY cold-front synoptic pattern ensemble forecast composite analysis
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Rising frequency of ozone-favorable synoptic weather patterns contributes to 2015-2022 ozone increase in Guangzhou 被引量:2
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作者 Nanxi Liu Guowen He +8 位作者 Haolin Wang Cheng He Haofan Wang Chenxi Liu Yiming Wang Haichao Wang Lei Li Xiao Lu Shaojia Fan 《Journal of Environmental Sciences》 2025年第2期502-514,共13页
Objective weather classification methods have been extensively applied to identify dominant ozone-favorable synoptic weather patterns(SWPs),however,the consistency of different classification methods is rarely examine... Objective weather classification methods have been extensively applied to identify dominant ozone-favorable synoptic weather patterns(SWPs),however,the consistency of different classification methods is rarely examined.In this study,we apply two widely-used objective methods,the self-organizing map(SOM)and K-means clustering analysis,to derive ozone-favorable SWPs at four Chinese megacities in 2015-2022.We find that the two algorithms are largely consistent in recognizing dominant ozone-favorable SWPs for four Chinese megacities.In the case of classifying six SWPs,the derived circulation fields are highly similar with a spatial correlation of 0.99 between the two methods,and the difference in themean frequency of each SWP is less than 7%.The six dominant ozone-favorable SWPs in Guangzhou are all characterized by anomaly higher radiation and temperature,lower cloud cover,relative humidity,and wind speed,and stronger subsidence compared to climatology mean.We find that during 2015-2022,the occurrence of ozone-favorable SWPs days increases significantly at a rate of 3.2 days/year,faster than the increases in the ozone exceedance days(3.0 days/year).The interannual variability between the occurrence of ozone-favorable SWPs and ozone exceedance days are generally consistent with a temporal correlation coefficient of 0.6.In particular,the significant increase in ozone-favorable SWPs in 2022,especially the Subtropical High type which typically occurs in September,is consistent with a long-lasting ozone pollution episode in Guangzhou during September 2022.Our results thus reveal that enhanced frequency of ozone-favorable SWPs plays an important role in the observed 2015-2022 ozone increase in Guangzhou. 展开更多
关键词 Ozone(O_(3)) Objective weather classification methods synoptic weather patterns Trends GUANGZHOU
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Environmental Features of Heavy Precipitation under Favorable Synoptic Patterns:A Lesson from the 2021 Henan Extreme Precipitation Event
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作者 Nan LV Zhongxi LIN +2 位作者 Ji NIE Zhiyong MENG Ping LU 《Advances in Atmospheric Sciences》 2025年第9期1863-1875,共13页
In July 2021,a catastrophic extreme precipitation(EP)event occurred in Henan Province,China,resulting in considerable human and economic losses.The synoptic pattern during this event is distinctive,characterized by th... In July 2021,a catastrophic extreme precipitation(EP)event occurred in Henan Province,China,resulting in considerable human and economic losses.The synoptic pattern during this event is distinctive,characterized by the presence of two typhoons and substantial water transport into Henan.However,a favorable synoptic pattern only does not guarantee the occurrence of heavy precipitation in Henan.This study investigates the key environmental features critical for EP under similar synoptic patterns to the 2021 Henan extreme event.It is found that cold clouds are better aggregated on EP days,accompanied by beneficial environment features like enhanced moisture conditions,stronger updrafts,and greater atmospheric instability.The temporal evolution of these environmental features shows a leading signal by one to three days.These results suggest the importance of combining the synoptic pattern and environmental features in the forecasting of heavy precipitation events. 展开更多
关键词 extreme precipitation synoptic pattern environmental features
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DSD Characteristics with Different Synoptic Patterns in the Southeastern Tibetan Plateau Region
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作者 Ran LI Gaili WANG +2 位作者 Jisong SUN SONAM Ting WANG 《Advances in Atmospheric Sciences》 2025年第5期994-1009,共16页
Mêdog,located at the entrance of the water vapour channel of the Yarlung Zangbo Grand Canyon,and it has the highest rainfall and lowest elevation on the Tibetan Plateau(TP).The droplet size distribution(DSD)and m... Mêdog,located at the entrance of the water vapour channel of the Yarlung Zangbo Grand Canyon,and it has the highest rainfall and lowest elevation on the Tibetan Plateau(TP).The droplet size distribution(DSD)and microphysical processes associated with rainfall usually exhibit different characteristics under different synoptic patterns.In this study,an objective classification method is used to categorize the synoptic patterns that affect heavy rainfall(daily rainfall amounts>10 mm)in Mêdog into four patterns:southwest airflow(SWA),southern-branch trough(SBT),intense baroclinicity(IBC),and terrain-forced precipitation(TFP).SWA occurs most frequently(approximately 70%)with a mean daily rainfall of~22 mm,while TFP has the lowest occurrence frequency(7.7%)but the highest mean daily rainfall(29 mm).Both SBT and IBC exhibit occurrence frequencies around 12%.Among these patterns,the SWA pattern predominantly occurs during the monsoon season with abundant moisture and the lowest concentration of small raindrops.In contrast,the TFP pattern exhibits the highest concentration of large raindrops and the widest DSD spectrum,which can be attributed to the frequent convective activities in this area.As a result,compared with those of the other three synoptic patterns,the TFP pattern exhibits a larger mass-weighted mean diameter(D_(m))and higher rain rate(R).For stratiform rainfall,the difference in D_(m)among the four synoptic patterns can be neglected.The largest(smallest)average lgNW-value is observed in the SWA(IBC)pattern.Regarding convective rainfall,IBC dominated by northerly cold air exhibits mixed-phase processes characterized by larger raindrops and lower concentrations,resembling continental-like rainfall.In contrast,SWA occurring in monsoon season shows high concentrations of small raindrops,deeming it similar to maritime-like rainfall.In terms of the derived relationships,there are significant differences in the D_(m)-R andμ-Λrelationships among the four synoptic patterns.In addition,the diurnal variation in the DSD is analyzed in terms of the four synoptic patterns.These findings can improve the understanding of the microphysical processes of heavy rainfall events under different synoptic patterns and provide a reference for microphysical parameterizations of numerical models. 展开更多
关键词 synoptic pattern raindrop size distribution Tibetan Plateau
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Influence of Synoptic Pattern on the Spatiotemporal Features and Diurnal Variation of Extremely Persistent Heavy Rainfall over the Sichuan Basin,China
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作者 Fan XIA Xiaogang HUANG +3 位作者 Jianfang FEI Ju WANG Xiaoping CHENG Chi ZHANG 《Advances in Atmospheric Sciences》 2025年第3期527-550,共24页
The Sichuan Basin(SCB),China has a high incidence of extremely persistent heavy rainfall(EPHR)events.The EPHR events from 2009 to 2019 in the SCB were mainly concentrated over the northern and northwestern windward sl... The Sichuan Basin(SCB),China has a high incidence of extremely persistent heavy rainfall(EPHR)events.The EPHR events from 2009 to 2019 in the SCB were mainly concentrated over the northern and northwestern windward slopes and the central basin.They occurred from June to September,but especially in July,and peaked at 0300 LST.ERA5 reanalysis data and objective classification were used to investigate the synoptic patterns and their effects.There were three synoptic patterns during EPHR events,all accompanied by a Southwest Vortex.The location and intensity of the Southwest Vortex,thermal forcing of the Tibetan Plateau(TP),and low-level winds can greatly affect the intensity and spatial distribution of EPHR.When the Southwest Vortex was located in the western SCB and there were southerly low-level jets(LLJs),convergence and upslope wind would lead to EPHR over the northwestern or northern windward slopes.If there was no LLJ and the whole SCB was under the center of the Southwest Vortex,nocturnal EPHR was controlled by the internal circulation of the Southwest Vortex and the updraft generated by the thermal forcing of the TP,and the rainfall was weaker.The southeastern entrance of the SCB was a key area where the low-level wind dominated the nocturnal peak of EPHR.The nocturnal strengthened southeasterly wind in the key area is attributable to inertial oscillation,and the topographic friction plays an essential role in transporting momentum and moisture into the basin by generating easterly and northeasterly ageostrophic winds. 展开更多
关键词 extremely persistent heavy rainfall synoptic pattern low-level jet diurnal variation ageostrophic wind
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HCHO and NO_(2) profile characteristics under different synoptic patterns in Shanghai,China
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作者 Yuhan Shi Shanshan Wang +7 位作者 Sanbao Zhang Jiaqi Liu Dan Jin Juntao Huo Ruibin Xue Jian Zhu Chuanqi Gu Bin Zhou 《Journal of Environmental Sciences》 2025年第10期821-834,共14页
Large-scale synoptic patterns significantly affect meteorological conditions and air pollution,yet their impacts on the vertical distribution of formaldehyde(HCHO)and nitrogen dioxide(NO_(2))have been little studied.F... Large-scale synoptic patterns significantly affect meteorological conditions and air pollution,yet their impacts on the vertical distribution of formaldehyde(HCHO)and nitrogen dioxide(NO_(2))have been little studied.From 1 June 2020 to 31 December 2021,Multi-AXis-Differential Optical Absorption Spectroscopy(MAX-DOAS)was used to observe NO_(2) and HCHO vertical profiles in three typical environments of Shanghai,China,representing urban,suburban and coastal rural environments,respectively.HCHO level is the highest at suburban site,NO_(2) is the highest at urban site.HCHO is mainly distributed between 0 and 1 kmin altitude,and NO_(2) is concentrated near the ground.The ratio of HCHO to NO_(2) is used to identify ozone formation regimes,ozone sensitivities vary with environmental area,season and altitude.The principal component analysis in the T-mode approach and typhoon“In-Fa”case is applied to analyze the effects of synoptic patterns on HCHO and NO_(2) vertically.HCHO concentrations show a pattern of low-pressure type>uniform-pressure type>high-pressure type at each altitude layer,while NO_(2) concentrations follow the opposite pattern.Meteorological factors(especially radiation,temperature,relative humidity,cloud cover and wind),external transport and initial emissions contribute to the differences in HCHO and NO_(2) levels across synoptic types.The“In-Fa”case shows how this special synoptic pattern elevates HCHO and NO_(2) levels by improving meteorological conditions,boosting biogenic precursors and shifting air mass directions.This study assesses the impacts of synoptic patterns on HCHO and NO_(2) vertical distribution in Shanghai,offering insights into understanding causes of pollution. 展开更多
关键词 MAX-DOAS HCHO/NO_(2) Ozone sensitivity synoptic patterns TYPHOON Urban-suburban-coastal rural areas
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Impacts of Aerosol−Radiation Interactions on the Wintertime Particulate Pollution under Different Synoptic Patterns in the Guanzhong Basin,China 被引量:2
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作者 Naifang BEI Xia LI +6 位作者 Qiyuan WANG Suixin LIU Jiarui WU Jiayi LIANG Lang LIU Ruonan WANG Guohui LI 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2021年第7期1141-1152,共12页
The effects of aerosol-radiation interactions(ARI)are not only important for regional and global climate,but they can also drive particulate matter(PM)pollution.In this study,the ARI contribution to the near-surface f... The effects of aerosol-radiation interactions(ARI)are not only important for regional and global climate,but they can also drive particulate matter(PM)pollution.In this study,the ARI contribution to the near-surface fine PM(PM_(2.5))concentrations in the Guanzhong Basin(GZB)is evaluated under four unfavorable synoptic patterns,including“northlow”,“transition”,“southeast-trough”,and“inland-high”,based on WRF-Chem model simulations of a persistent heavy PM pollution episode in January 2019.Simulations show that ARI consistently decreases both solar radiation reaching down to the surface(SWDOWN)and surface temperature(TSFC),which then reduces wind speed,induces sinking motion,and influences cloud formation in the GZB.However,large differences under the four synoptic patterns still exist.The average reductions of SWDOWN and daytime TSFC in the GZB range from 15.2%and 1.04°C in the case of the“transition”pattern to 26.7%and 1.69°C in the case of the“north-low”pattern,respectively.Furthermore,ARI suppresses the development of the planetary boundary layer(PBL),with the decrease of PBL height(PBLH)varying from 18.7%in the case of the“transition”pattern to 32.0%in the case of the“north-low”pattern.The increase of daytime near-surface PM_(2.5)in the GZB due to ARI is 12.0%,8.1%,9.5%,and 9.7%under the four synoptic patterns,respectively.Ensemble analyses also reveal that when near-surface PM_(2.5)concentrations are low,ARI tends to lower PM_(2.5)concentrations with decreased PBLH,which is caused by enhanced divergence or a transition from divergence to convergence in an area.ARI contributes 15%-25%toward the near-surface PM_(2.5)concentrations during the severe PM pollution period under the four synoptic patterns. 展开更多
关键词 aerosol-radiation interactions wintertime particulate pollution synoptic patterns Guanzhong Basin
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Low-Level Temperature Inversions and Their Effect on Aerosol Condensation Nuclei Concentrations under Different Large-Scale Synoptic Circulations 被引量:15
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作者 LI Jun CHEN Hongbin +3 位作者 Zhanqing LI WANG Pucai Maureen CRIBB FAN Xuehua 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2015年第7期898-908,共11页
Knowledge of the statistical characteristics of inversions and their effects on aerosols under different large-scale synoptic circulations is important for studying and modeling the diffusion of pollutants in the boun... Knowledge of the statistical characteristics of inversions and their effects on aerosols under different large-scale synoptic circulations is important for studying and modeling the diffusion of pollutants in the boundary layer. Based on results gen- erated using the self-organizing map (SOM) weather classification method, this study compares the statistical characteristics of surface-based inversions (SBIs) and elevated inversions (EIs), and quantitatively evaluates the effect of SBIs on aerosol condensation nuclei (CN) concentrations and the relationship between temperature gradients and aerosols for six prevailing synoptic patterns over the the Southern Great Plains (SGP) site during 2001-10. Large-scale synoptic patterns strongly influ- ence the statistical characteristics of inversions and the accumulation of aerosols in the low-level atmosphere. The activity, frequency, intensity, and vertical distribution of inversions are significantly different among these synoptic patterns. The verti- cal distribution of inversions varies diurnally and is significantly different among the different synoptic patterns. Anticyclonic patterns affect the accumulation of aerosols near the ground more strongly than cyclonic patterns. Mean aerosol CN con- centrations increase during SBIs compared to no inversion cases by 16.1%, 22.6%, 24.5%, 58.7%, 29.8% and 23.7% for the six synoptic patterns. This study confirms that there is a positive correlation between temperature gradients and aerosol CN concentrations near the ground at night under similar large-scale synoptic patterns. The relationship is different for different synoptic patterns and can be described by linear functions. These findings suggest that large-scale synoptic patterns change the static stability of the atmosphere and inversions in the lower atmosphere, thereby influencing the diffusion of aerosols near the ground. 展开更多
关键词 temperature inversion AEROSOL condensation nuclei large-scale synoptic pattern statistical characteristics
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The spring Yellow Sea fog:synoptic and air–sea characteristics associated with different airflow paths 被引量:2
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作者 HUANG Jian WANG Bin +3 位作者 WANG Xin HUANG Fei LU Weihua Tu Jing 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2018年第1期20-29,共10页
The fog occurs frequently over the Yellow Sea in spring(April–May), a climatical period of Asian monsoon transition. A comprehensive survey of the characteristic weather pattern and the air-sea condition is provide... The fog occurs frequently over the Yellow Sea in spring(April–May), a climatical period of Asian monsoon transition. A comprehensive survey of the characteristic weather pattern and the air-sea condition is provided associated with the fog for the period of 1960–2006. The sea fog is categorized by airflow pathways of backward trajectory cluster analysis with the surface observations derived from international comprehensive oceanatmosphere dataset(I_COADS) I_COADS datasets and contemporaneous wind fields from the National Centers for Environmental Prediction(NCEP)/National Center for Atmospheric Research(NCAR) reanalysis. On the basis of the airflow paths, the large-scale lower-tropospheric circulation patterns and the associated surface divergence,the distribution of a vertical humidity, the horizontal water vapor transportation and the air-sea temperature difference are investigated and the major findings are summarized as follows.(1) Four primary clusters of the airflow paths that lead to spring sea fog formation are identified. They are originated from the northwest, east,southeast and southwest of the Yellow Sea, respectively.(2) Springtime Yellow Sea fog occurs under two typical weather patterns: the Yellow Sea high(YSH) and cyclone and anticyclone couplet(CAC). Each pattern appears by about equal chance in April but the YSH occurrence drops to around one third and the CAC rises to around two third of chance in May.(3) The common feature in the two types of synoptic conditions is that surface divergence center is located over the Yellow Sea.(4) For the YSH type of fog, water vapor comes mainly from local evaporation with a well-defined dry layer present in the lower atmosphere; for the CAC type of fog, however, water vapor comes mainly from areas outside the Yellow Sea with a thick surface layer of high humidity.(5) With the differences in weather patterns and its associated vertical distribution of the humidity and the transportation of water vapor, there are two types of sea fogs. Most fogs of the CAC types are "warm" fog, while fogs of YSH type have nearly equal chance to be "warm" and "cold" fog. 展开更多
关键词 springtime sea fog Yellow Sea airflow clusters synoptic patterns characteristics of sea fog
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东莞市臭氧污染及扩散输送特征的客观天气分型研究 被引量:2
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作者 孙启斌 冼星河 +7 位作者 黄朝盈 饶小强 梁宝玲 蔡明甫 麦博儒 陈晓阳 罗栩羽 邓雪娇 《环境科学学报》 北大核心 2025年第1期436-446,共11页
基于2019—2023年地面观测数据、再分析资料,使用自组织神经网络算法(SOM)对东莞市臭氧污染日进行天气分型,在季节角度探究不同污染天气型下的臭氧变化特征及气象成因,结果表明:5年间臭氧污染以秋季为主,2019、2022年最严重;SOM结果表明... 基于2019—2023年地面观测数据、再分析资料,使用自组织神经网络算法(SOM)对东莞市臭氧污染日进行天气分型,在季节角度探究不同污染天气型下的臭氧变化特征及气象成因,结果表明:5年间臭氧污染以秋季为主,2019、2022年最严重;SOM结果表明:受季节特征影响,西太副高/台风外围(夏季,31.8%)、低压槽(春、夏、秋,11.49%)、变性冷高压脊型(春季,8.43%)污染较重.相比之下,大陆副高/台风外围(夏秋转换,8.43%)、冷锋前部(秋季,7.28%)和弱冷高压脊型(秋、冬、春,32.57%)污染较轻;副高/台风外围气流对臭氧污染贡献显著,2019、2022年影响的污染日占全年的46%、41%;东侧垂直下沉气流在所有天气型中均有体现,暖季较弱,冷季偏强;影响东莞臭氧污染的气团主要来自粤东,受东路气流影响,下风向的西侧叠加排放及扩散条件不佳,可能是东莞臭氧西高东低分布的重要原因. 展开更多
关键词 东莞市 臭氧 客观天气分型 污染特征 扩散条件 潜在源区
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四川盆地PM_(2.5)-O_(3)复合污染的天气分型研究 被引量:1
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作者 刘韵雯 王楠 胡春梅 《环境科学学报》 北大核心 2025年第4期293-302,共10页
利用2015—2022年空气质量监测数据、气象观测数据和ERA5再分析资料,分析了四川盆地PM_(2.5)-O_(3)复合污染特征,并应用T-mode斜交旋转主成分分析法(PCT)对气压场分型,探讨四川盆地复合污染的气象成因.结果显示:(1)2015—2022年川渝地区... 利用2015—2022年空气质量监测数据、气象观测数据和ERA5再分析资料,分析了四川盆地PM_(2.5)-O_(3)复合污染特征,并应用T-mode斜交旋转主成分分析法(PCT)对气压场分型,探讨四川盆地复合污染的气象成因.结果显示:(1)2015—2022年川渝地区PM_(2.5)-O_(3)复合污染事件总体呈下降趋势,3—5月出现最多,较高浓度的污染物主要分布在成都平原和川南地区.(2)对复合污染日进行分型后得到低压辐合型、高压后部型、均压场和高压底部型4种主要天气型,环流型占比分别为32%、25%、34%和9%.其中,除高压后部型主要发生在冬半年外,其余3种天气型均发生在夏半年.(3)复合污染日下平均温度为10.7~27.5℃,相对湿度为60.5%~83.8%,2 m平均风速为0.9~1.8 m·s^(-1).低压辐合型和高压底部型的污染物以O_(3)为主,高压后部型和均压场型的污染物以PM_(2.5)为主.(4)低压辐合型和均压场以本地源和周边短距离输送污染为主,高压后部型和高压底部型中存在距离较远的传输污染;受风场影响,高压后部型下污染物传输以南北方向为主,高压底部型下污染物多从东向西传输. 展开更多
关键词 PM_(2.5)-O_(3)复合污染 天气形势 轨迹聚类分析 四川盆地
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惠州前汛期暖区暴雨环流分型及其环境参量统计分析
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作者 付智龙 姜帅 +5 位作者 李国平 陈芳丽 黄楚贤 骆蓉 张秋明 梁惠龙 《气象》 北大核心 2025年第4期473-483,共11页
利用自动气象站雨量资料、ERA5再分析数据对2003—2022年4—6月惠州前汛期暖区暴雨个例进行挑选和环流分型,对比分析了不同类型暖区暴雨发生时的平均环流场和环境场特征。得到以下主要结果:2003—2022年惠州前汛期共发生48次暖区暴雨,... 利用自动气象站雨量资料、ERA5再分析数据对2003—2022年4—6月惠州前汛期暖区暴雨个例进行挑选和环流分型,对比分析了不同类型暖区暴雨发生时的平均环流场和环境场特征。得到以下主要结果:2003—2022年惠州前汛期共发生48次暖区暴雨,可以分为切变型(第一类)、短波槽+低空急流型(第二类)和副热带高压外围+低空急流入口型(第三类)。进一步对比各类暖区暴雨的平均环流场发现,在500 hPa上除第二类暴雨受到短波槽影响外,其余两类暴雨惠州地区都处于西风气流、副热带高压外围西南气流的控制之下;在低层,第二、三类暴雨惠州附近都出现了双低空急流(西南低空急流和边界层低空急流),而第一类暴雨只在925 hPa珠江口以南出现了边界层低空急流。环境场特征分析表明,ERA5再分析资料计算的环境参量具有一定的可信度和适用性,第二、三类暴雨整体上水汽和能量条件优于第一类暴雨,但对于动力条件而言,第一类暴雨的垂直风切变则明显高于第二、三类暴雨,同时第一类暴雨的静力不稳定度也要高于其余两类暴雨。 展开更多
关键词 暖区暴雨 环流型 环境参量 双低空急流
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南京市不同范围暴雨特征及其天气型分析
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作者 赵钢 徐毅 +4 位作者 王浩先 任杰 柴佳明 卢泊安 朱坚 《水电能源科学》 北大核心 2025年第10期46-49,27,共5页
利用1961~2020年南京市5个国家级气象观测站日降水资料、NCEP逐日再分析资料,对南京市暴雨覆盖范围及影响不同范围暴雨的大气环流进行分析。结果发现南京市暴雨主要集中于夏季,在空间分布上以小范围暴雨为主,相邻站点同时发生暴雨的概... 利用1961~2020年南京市5个国家级气象观测站日降水资料、NCEP逐日再分析资料,对南京市暴雨覆盖范围及影响不同范围暴雨的大气环流进行分析。结果发现南京市暴雨主要集中于夏季,在空间分布上以小范围暴雨为主,相邻站点同时发生暴雨的概率明显大于非相邻站点,发生全市范围的暴雨次数相对较少。针对不同站点暴雨,通过聚类方法分析影响南京市暴雨的环流进行天气分型,结果表明引起南京市暴雨的天气型主要为季风型和气旋型,季风型占比较大,且随暴雨范围的增大占比增加;南京处在较弱的水汽辐合区时可能发生小范围暴雨,其中单站气旋型暴雨占比43%,而当较强的水汽辐合区覆盖南京大部分地区时,可能发生大范围暴雨,其中季风型暴雨占比80%以上,原因为季风影响下水汽从南方输送至南京周边有较强辐合,从而导致季风型暴雨占比较多、范围较大。 展开更多
关键词 南京暴雨 不同范围 聚类分析 天气分型 大气环流
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不同主控天气型下湖泊效应对青藏高原中部秋季区域性极端降水的影响
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作者 顾思南 黄安宁 赵志展 《高原气象》 北大核心 2025年第5期1189-1206,共18页
青藏高原中部地区地处中纬度西风带和亚洲季风影响的过渡地带,环流系统和水汽来源复杂,在高原湖-气相互作用研究中,很少有人关注湖泊效应影响极端降水对背景环流的依赖关系,为深入理解湖泊影响极端降水的作用机制,本文对湖泊密集分布的... 青藏高原中部地区地处中纬度西风带和亚洲季风影响的过渡地带,环流系统和水汽来源复杂,在高原湖-气相互作用研究中,很少有人关注湖泊效应影响极端降水对背景环流的依赖关系,为深入理解湖泊影响极端降水的作用机制,本文对湖泊密集分布的青藏高原中部秋季区域性极端降水事件的主控天气型进行客观分类,进而分析不同主控天气型下湖泊效应的特征和差异。基于1979-2018年间的CMFD降水数据和ERA5再分析资料,首先识别出秋季青藏高原中部的1358个区域性极端降水事件,并发现其对高原中部大部分地区秋季总降水量的贡献超过40%,区域性极端降水量的大值中心主要集中在纳木错流域及以北小湖泊群附近地区,这也是区域性极端降水发生时极端降水发生概率高的地区。然后利用谱聚类方法对区域性极端降水事件发生时青藏高原中部地区上空大气环流进行分析,识别出区域性极端降水的三类主控天气型:弱辐合气流引发的南部山区降水(P1型)、季风西南气流控制下的东北部下游降水(P2型)以及西风槽前西南气流影响下的湖泊邻近区降水(P3型),它们分别贡献了秋季区域性极端降水事件发生总数的48.8%、42.3%和8.8%,其中P1和P2型集中发生在9月,P3型集中发生在10月。通过分析不同主控天气型下大尺度环流场及其异常的高、低层配置进而解释了P1、P2和P3三类主控天气型导致区域性极端降水发生的物理机制。进而通过多个例敏感性试验揭示了不同主控天气型下青藏高原中部湖泊群对区域性极端降水事件影响的相对重要性。在P1、P2和P3天气型下湖泊群可以分别导致青藏高原中部平均降水量减少2.37%、增加12.11%和增加138.37%,说明P3型下的湖泊效应在三类天气型中最为显著。进一步的机制分析表明,湖泊增暖、增湿效应引起的湖泊及周边地区低层大气不稳定性和水汽辐合的增强在P3天气型下区域性极端降水的形成中起着重要作用。本研究明确了青藏高原中部秋季区域性极端降水的主控天气型并揭示出不同主控天气型下湖泊效应对区域性极端降水影响的相对重要性,为进一步提高区域性极端降水的预测水平提供了必要的参考依据。 展开更多
关键词 青藏高原中部 区域性极端降水 天气型 湖泊效应
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海河流域洪水时空特征及致洪暴雨天气学分型
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作者 王彩霞 杨晓君 +2 位作者 侯敏 徐威 卜清军 《高原气象》 北大核心 2025年第5期1316-1329,共14页
洪涝灾害是海河流域最严重的自然灾害之一,对基础设施、电力、交通、农业等都具有巨大破坏性,一直以来受到各防汛决策部门的重视和关注。而海河流域西部、北部为山区高原,东南部为华北平原,地势平缓,流域山地与平原间丘陵过渡带较短,河... 洪涝灾害是海河流域最严重的自然灾害之一,对基础设施、电力、交通、农业等都具有巨大破坏性,一直以来受到各防汛决策部门的重视和关注。而海河流域西部、北部为山区高原,东南部为华北平原,地势平缓,流域山地与平原间丘陵过渡带较短,河道源短流急,洪水流速大,传播时间短,从山区降雨到河道出口出现洪水,最长不超过1~2天,短的仅几个小时,使得流域洪水具有预见期短且突发性强的特性。暴雨是造成洪灾最直接最根本的原因,本文应用水文、气象资料相结合来筛选海河流域历史致洪暴雨个例并进行特征分析的研究,具体采用海河流域水文监测资料、国家气象站日降水资料和ERA5全球再分析资料,依据海河水利委员会《海河流域设计洪水修订推荐成果表》中规定的频率和相应的洪峰流量设计值,按照1952-2020年海河流域各水文站日最大流量数据筛选出近70年海河流域的历史特大洪水、大洪水和中等洪水过程,并进一步根据发生洪水的水文站点和时间间隔将洪水分为区域性洪水和局地性洪水。通过分析洪水发生次数随时间变化和海河流域不同河系历史洪水发生频率分布得到海河流域历史洪水时空变化特征。结果表明:近70年流域的特大洪水、大洪水和中等洪水均出现在7月和8月,洪水发生频数存在两个峰值点,这与夏季风的移动和强度变化有关;空间上流域洪水地理分布呈东北-西南走向,呈现出南多北少、西多东少的特点,其与流域地形密切相关,发源地为山区背风坡的河系,河流源远流长,汇水面积大、水系集中,比较容易控制,而发源地为迎风坡的河系,支流分散、源短流急,突发性强,较难控制,且流域太行山、燕山迎风区也是大暴雨的集中地带,使得河系陡涨抖落、洪量集中、洪峰高、历史短的形式出现,这导致流域中南部是区域性特大洪水频发区。进一步对1952-2020年海河流域历史洪水分布及降水距平年际变化进行统计分析,发现80%以上的洪水个例和100%的区域性洪水均发生在降水偏多年份,历史洪水次数的年代际波动较大,呈“多-少-多-少”阶段式变化特征,与华北夏季降水的变化特征相符。最后,本文通过分析致洪暴雨历史个例发生当日及过去4天的天气图,将海河流域(111°E-121°E,34°N-43°N)作为关键区,分析关键区暴雨的影响系统和发生机制,将海河流域致洪暴雨大致分为5种天气型,分别为:北上台风型、东北冷涡+西南涡型、低涡型、高空槽型和蒙古冷涡型,其中海河流域致洪暴雨受台风影响占比最高,为42.4%,其次是冷涡和低涡,占比分别为27.3%和15.2%。而流域发生过的3次区域性特大洪水也均受台风和低涡影响。 展开更多
关键词 洪水 时空特征 天气学分型 海河流域 致洪暴雨
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基于机器学习的环流分型与甘肃大气污染机制研究
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作者 刘宗瑞 万紫悦 +3 位作者 赵宇瀚 刘卫平 王若安 马玉霞 《干旱气象》 2025年第4期563-575,共13页
为揭示干旱半干旱地区天气形势与气象要素对大气污染的影响机制,基于2016—2022年欧洲中期天气预报中心(European Centre for Medium-Range Weather Forecasts,ECMWF)提供的第五代大气再分析数据集(ERA5),采用自组织映射神经网络(Self-O... 为揭示干旱半干旱地区天气形势与气象要素对大气污染的影响机制,基于2016—2022年欧洲中期天气预报中心(European Centre for Medium-Range Weather Forecasts,ECMWF)提供的第五代大气再分析数据集(ERA5),采用自组织映射神经网络(Self-Organizing Map,SOM)对700 hPa位势高度场和风场进行天气分型,并结合二次曲线拟合解析甘肃不同气候区典型城市气象要素与污染物的非线性关系。结果表明:1)PM_(10)和PM_(2.5)质量浓度与气温整体呈负相关,而O_(3)质量浓度随气温升高非线性增加;低风速(<1 m·s^(-1))和高风速(>4 m·s^(-1))下,PM_(10)和PM_(2.5)质量浓度较高,在静风及强风时分别因局地累积和沙尘输送导致颗粒物质量浓度升高,而1~4 m·s^(-1)的风速有利于前体物积累,导致O_(3)质量浓度升高;25%~75%的相对湿度条件下污染物质量浓度较高,但其影响存在区域差异,如干旱区的酒泉,在湿度小于25%条件下由于易发生沙尘天气PM_(10)质量浓度较高,PM_(2.5)由于吸湿增长作用,质量浓度随相对湿度升高而增加,O_(3)在低湿条件下的消耗降低,其质量浓度随相对湿度升高递减。2)冬春季,以西南高压型和东部低槽型为主导,西南高压型下西部强西北风形成污染物输送通道,东部低压槽型下甘肃地区扩散条件差,其大气形势较为稳定,污染物易积累,导致PM_(10)和PM_(2.5)质量浓度显著升高。3)夏秋季,以高压型为主导,充沛的太阳辐射与高温条件促使边界层高度抬升,配合暖湿气流输送,为光化学反应提供有利环境,导致O_(3)质量浓度较高。 展开更多
关键词 大气污染 天气分型 气象要素 机器学习
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呼和浩特市夏半年花粉污染浓度变化特征及其与天气型关系研究
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作者 姬佳琪 郭春燕 +2 位作者 王式功 刘晓玲 王佳 《中国环境监测》 北大核心 2025年第5期175-183,共9页
内蒙古地区花粉污染问题严重,空气中花粉污染浓度与气象条件密切相关。为了解花粉污染浓度分布特征及气象条件对其影响与机制,对呼和浩特市2018—2022年花粉污染浓度时间变化分布特征进行分析,并采用Spearman相关分析和PCT客观分型法对... 内蒙古地区花粉污染问题严重,空气中花粉污染浓度与气象条件密切相关。为了解花粉污染浓度分布特征及气象条件对其影响与机制,对呼和浩特市2018—2022年花粉污染浓度时间变化分布特征进行分析,并采用Spearman相关分析和PCT客观分型法对日花粉污染浓度与气象要素和环流形势间的关系进行探究。结果表明:呼和浩特市2018—2022年花粉污染浓度呈下降态势,总降幅达73%,一年中呈现春季和夏秋季2个高峰期,且夏秋季高峰期花粉污染浓度更高、致敏风险更大;夏秋季日花粉污染浓度与气压呈正相关,与气温、相对湿度、降水量呈负相关,平均风速为2~4 m/s时花粉污染浓度更高,晴天比雨天花粉污染浓度更高。夏秋季花粉高峰期天气分型结果显示:当呼和浩特市地面位于高压区、500 hPa层为高压脊配合时,日均花粉浓度较平均值偏高55.3%,花粉污染风险最高;地面位于高压前部、500 hPa层为西北气流配合时,日均花粉浓度接近平均值,花粉污染风险较高;地面位于低压区、500 hPa层为低槽前部配合时,日均花粉浓度较平均值偏低23.8%,花粉污染风险相对较低。 展开更多
关键词 花粉污染 气象因子 天气分型 相关分析
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On the Blocking Flow Patterns in the Euro–Atlantic Sector:A Simple Model Study
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作者 LUO Dehai YAO Yao 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2014年第5期1181-1196,共16页
The flow patterns of Euro-Atlantic blocking events in winter are investigated by dividing the sector into three sub- regions: 60°-30°W (Greenland region); 20°W-30°E [eastern Atlantic-Europe (EA... The flow patterns of Euro-Atlantic blocking events in winter are investigated by dividing the sector into three sub- regions: 60°-30°W (Greenland region); 20°W-30°E [eastern Atlantic-Europe (EAE) region]; and 50°-90°E (Ural region). It is shown that blocking events in winter are extremely frequent in the three sub-regions. Composite 500-mb geopotential height fields for intense and long-lived blocking events demonstrate that the blocking fields over Greenland and Ural regions exhibit southwest-northeast (SW-NE) and southeast-northwest (SE-NW) oriented dipole-type patterns, respectively, while the composite field over the EAE region exhibits an Ω-type pattern. The type of composite blocking pattern seems to be related to the position of the blocking region relative to the positive center of the climatological stationary wave (CSW) anomaly existing near 10°W. The physical cause of why there are different composite blocking types in the three sub-regions is identified using a nonlinear multiscale interaction model. It is found that when the blocking event is in almost the same position as the positive CSW anomaly, the planetary-scale field can exhibit an Ω-type pattern due to the enhanced positive CSW anomaly. Neverthe- less, a SW-NE (SE-NW) oriented dipole-type block can occur due to the reduced positive CSW anomaly as it is farther in the west (east) of the positive CSW anomaly. The total fields of blocking in the three regions may exhibit a meandering flow comprised of several isolated anticyclonic and cyclonic vortices, which resembles the Berggren-Bolin-Rossby meandering jet type. 展开更多
关键词 blocking flow pattern synoptic eddies nonlinear multiscale interaction climatological stationary wave anomaly
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从气候学角度理解“21.7”河南特大暴雨的形成机理 被引量:6
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作者 张智煜 黄安宁 +4 位作者 黄丹青 赵大军 张艳 顾春雷 陈爽 《大气科学学报》 CSCD 北大核心 2024年第5期681-700,共20页
2021年7月19—22日,河南省遭遇历史罕见特大暴雨,破纪录降水引发了严重的洪涝灾害。目前,“21.7”河南特大暴雨的研究大多针对降水个例,引发极端降水的气候学机制仍不明确。本文基于谱聚类方法,利用中国气象局多年历史站点降水资料和NCE... 2021年7月19—22日,河南省遭遇历史罕见特大暴雨,破纪录降水引发了严重的洪涝灾害。目前,“21.7”河南特大暴雨的研究大多针对降水个例,引发极端降水的气候学机制仍不明确。本文基于谱聚类方法,利用中国气象局多年历史站点降水资料和NCEP/NCAR再分析数据研究了1960—2021年华北地区夏季区域性极端降水事件的主控环流天气型,系统揭示了“21.7”河南特大暴雨的发生过程。结果表明,“21.7”河南特大暴雨发生在罕见天气型下,即西太平洋上空增强的远距离台风配合异常偏西北的西太平洋副热带高压与异常偏东北的南亚高压。该天气型虽然仅贡献了华北地区夏季区域性极端降水事件的5.97%,却易导致更强的极端降水事件。台风和副高之间的盛行东南风将水汽从西太平洋输送到河南,对流层高低层强烈的风切变引发的垂直上升运动导致了“21.7”河南暴雨的发生。河南及周边地区对流层低层更加强烈的上升运动与非绝热加热之间的正反馈效应使得“21.7”河南暴雨相对同一天气型下的其他特大暴雨事件的极端性更强。本研究为理解和准确预测类似“21.7”河南暴雨的破纪录区域性极端降水提供了全新的气候学视角。 展开更多
关键词 “21.7”河南特大暴雨 区域性极端降水事件 天气分型 谱聚类
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