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Comparative Analysis of Climate Characteristics of Extremely Short-Time Severe Precipitation in Guizhou Based on Two Types of Rainfall Data
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作者 Wenyu ZHOU Donghai ZHANG +2 位作者 Dongpo HE Qiuhong HU Xingju WANG 《Meteorological and Environmental Research》 CAS 2021年第1期63-69,74,共8页
In order to fill the gaps of the research on the data of automatic weather stations(referred to as automatic stations)not used for the climate characteristics of extremely short-time severe precipitation in Guizhou Pr... In order to fill the gaps of the research on the data of automatic weather stations(referred to as automatic stations)not used for the climate characteristics of extremely short-time severe precipitation in Guizhou Province,the climate characteristics of extremely short-time severe precipitation in Guizhou Province were compared and analyzed based on the hourly precipitation data of the automatic stations and the national weather stations(referred to as the national stations)from April to September during 2010-2019.The results show that the average state of maximum hourly precipitation of all stations(the automatic stations and the national stations)and national stations both are representative,but the data of all stations are more representative when the maximum hourly precipitation is extreme.The 99.5 th quantile is the most reasonable threshold of extremely short-time severe precipitation in each station.The spatial distribution of extremely short-time severe precipitation intensity in all stations and national stations is generally that the southern region is stronger than the northern region,and the intensity values are concentrated in the range of 40-50 mm/h.All stations data can better reflect the distribution characteristics of<40 and≥50 mm/h.The national stations data underestimates the precipitation intensity in the southern and northeastern marginal areas of Guizhou,and slightly exaggerates the precipitation intensity in the northern part of Guizhou.The monthly and diurnal variations of the frequency of extremely short-time severe precipitation in all stations and national stations are very obvious and the variation trend is the same,but the intensity of extremely short-time severe precipitation has no obvious monthly variation characteristics.There is no significant diurnal variation in the intensity of extremely short-time severe precipitation in all stations,but the diurnal variation in the data of national stations is significant.Since the frequency of extremely short-time severe precipitation in national stations is less,the diurnal variation in the intensity of extremely short-time severe precipitation in all stations is more statistically significant. 展开更多
关键词 Automatic weather station National weather station Extremely short-time severe precipitation Comparative analysis
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Characteristics Analysis on Short-Time Heavy Rainfall during the Flood Season in Shanxi Province, China 被引量:1
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作者 Xiaoting Tian Dongliang Li +2 位作者 Jinhong Zhou Yaqing Zhou Zexiu Zhang 《Journal of Geoscience and Environment Protection》 2019年第3期190-203,共14页
In order to provide a reference for the correct forecasting of short-term heavy rainfall and better disaster prevention and mitigation services in Shanxi Province, China, it is very important to carry out systematic r... In order to provide a reference for the correct forecasting of short-term heavy rainfall and better disaster prevention and mitigation services in Shanxi Province, China, it is very important to carry out systematic research on short-term heavy precipitation events in Shanxi Province. Based on hourly precipitation data during the flood season (May to September) from 109 meteorological stations in Shanxi, China in 1980-2015, the temporal and spatial variation characteristics of short-time heavy rainfall during the flood season are analyzed by using wavelet analysis and Mann-Kendall test. The results show that the short-time heavy rainfall in the flood season in Shanxi Province is mainly at the grade of 20 - 30 mm/h, with an average of 97 stations having short-time heavy rainfall each year, accounting for 89% of the total stations. The short-time heavy rainfall mainly concentrated in July and August, and the maximal rain intensity in history appeared at 23 - 24 on June 17, 1991 in Yongji, Shanxi is 91.7 mm/h. During the flood season, the short-time heavy rainfalls always occur at 16 - 18 pm, and have slightly different concentrated time in different months. The main peaks of June, July and August are at 16, 17 and 18 respectively, postponed for one hour. Short-time heavy rainfall overall has the distribution that the south is more than the north and the east less than the west in Shanxi area. In the last 36 years, short-time heavy rainfall has a slight increasing trend in Shanxi, but not significant. There is a clear 4-year period of oscillation and inter-decadal variation. It has a good correlation between the total precipitation and times of short-time heavy rainfall during the flood season. 展开更多
关键词 FLOOD SEASON short-time HEAVY rainfall TEMPORAL and Spatial Distribution SHANXI Province
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Characteristics of Radar Echo Parameters and Microphysical Structure Simulation of a Short-Time Heavy Precipitation Supercell 被引量:1
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作者 赵桂香 王一颉 连志鸾 《Journal of Tropical Meteorology》 SCIE 2022年第4期388-404,共17页
By using the conventional observations, radar data, NCEP/NCAR FNL 1°×1° reanalysis data and numerical simulation data and with the construction and calculation of radar echo parameters, this paper prese... By using the conventional observations, radar data, NCEP/NCAR FNL 1°×1° reanalysis data and numerical simulation data and with the construction and calculation of radar echo parameters, this paper presents the structural characteristics and physical processes of a short-time heavy precipitation supercell that occurred in the squall line process in Shanxi Province on 24 June 2020. The results show that this squall line event occurred in front of a surface cold front,combined with infiltration of low-level cold air and continuous increase of near-surface humidity in the afternoon. The surface mesoscale convergence line and mesoscale dew point front contributed to the development and systemization of the squall line by a large degree. The short-time extremely heavy precipitation in Pingshun County was caused by the development of a supercell from thunderstorm cells on the front side of the squall line. The characteristics of sharp increase in vertical integral liquid water content, persistent increase in reflectivity factor and continuous rise in the echo top height appeared about 23 min earlier than the severe precipitation, which has qualitative indicating significance for the nowcasting of short-time heavy precipitation. A quantitative analysis of the radar echo parameters suggests that the“sudden drop”of FV40was a precursor signal of cells’ coalescence and rapid development to the mature stage. The areal change of the echo core at the 6 km height was highly subject to the merging and developing of cells, the rapid change of hydrometeor particles in clouds and the precipitation intensity. Changes in the cross-sectional area of convective cells at different heights can indirectly reflect the changes of liquid particles and ice particles in clouds, which is indicatively meaningful for predicting the coalescing and developing-to-maturing of cells and heavy precipitation 30-45 min earlier.A comprehensive echo parameter prediction model constructed by the random forest principle can predict the magnitude of short-time heavy precipitation 40-50 min in advance. Numerical simulation reveals that large amounts of water vapor existed in the near-surface atmosphere, and that the cells rapidly obtained moisture from the ambient atmosphere and developed rapidly through maternal feeding. The cold cloud zone was narrow, upright and had a high stretch height. The upward motion in clouds was strong and deep, and very rich in liquid water content. The graupel particles had a large vertical distribution range, the coexistence area of graupel and snow was large, the height of raindrops was close to the surface with a wide horizontal scale, and the precipitation efficiency was high. These may be the important elements responsible for the occurrence of the short-time heavy precipitation that exceeded historical extreme values. On the basis of the above analyses, a comprehensive parameter(CP) prediction model is worked out, which can estimate the developing trend of supercells and the intensity of short-time heavy precipitation about 1 h in advance. 展开更多
关键词 SUPERCELL short-time heavy rainfall radar echo parameters microphysical structure
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Analysis on a Severe Convective Weather Process of Guangxi in 2018
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作者 Juan WANG Chao YIN Xianghong LI 《Meteorological and Environmental Research》 CAS 2020年第3期7-11,共5页
Based on conventional meteorological observation data and Doppler radar data,the occurrence and development mechanism of mixed severe convective weather and evolution of convective storm in Guangxi on March 4,2018 wer... Based on conventional meteorological observation data and Doppler radar data,the occurrence and development mechanism of mixed severe convective weather and evolution of convective storm in Guangxi on March 4,2018 were analyzed. The results showed that the dry line was the main trigger mechanism of this severe convective weather. Instable convection stratification of cold advection at middle layer and warm advection at low layer and abundant water vapor from low-level jet provided favorable stratification and water vapor conditions for the occurrence and development of severe convection. Cold trough at middle layer,low pressure and strong vertical wind shear at middle and lower layers may be main factors for the development and maintenance of strong storm system. Squall line developed along ground convergence line,and there was bow echo on reflectivity factor chart. Moving velocity of convective system was quick,and there was gale core and velocity ambiguity on velocity map. 展开更多
关键词 Short-term heavy rainfall Thunderstorm gale HAIL severe convective weather
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Urban Flood by Extraordinary Rainfall in Small River Basin
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作者 Tokuo Kishii 《Journal of Earth Science and Engineering》 2013年第4期245-250,共6页
关键词 小流域 降雨 城市防洪 抗洪抢险 坦克模型 径流分析 大洪水 地下水径流
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川渝地区一次短时强降水天气的集合敏感性分析
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作者 陈良吕 夏宇 《气象》 CSCD 北大核心 2024年第4期407-419,共13页
为了加深对川渝地区短时强降水天气的认识,为提高业务预报技巧及改进数值模式提供参考,选取了川渝地区一次短时强降水天气过程,基于对流尺度集合预报系统,开展了目标区域平均降水量对模式初值的集合敏感性分析,并探讨了相应的动力学机... 为了加深对川渝地区短时强降水天气的认识,为提高业务预报技巧及改进数值模式提供参考,选取了川渝地区一次短时强降水天气过程,基于对流尺度集合预报系统,开展了目标区域平均降水量对模式初值的集合敏感性分析,并探讨了相应的动力学机制。主要结论如下:敏感区的分布与对目标区域降水起到关键影响作用的系统有较好的对应:850 hPa和700 hPa西南低涡周围的敏感区呈现出正负相间的分布特征,500 hPa低压槽左(右)侧为负(正)敏感区,250 hPa高空西南急流区域(南侧)为正(负)敏感区,中低层与锋区前(后)部对应区域为正(负)敏感区。说明西南低涡周围负(正)敏感区的西北(东南)风越强,低压槽左(右)侧西北(东南)风越强,高空急流区域(南侧)西南(东北)风越强以及锋前(后)温度越高(低),则越有利于西南低涡内的辐合上升运动,500 hPa低压槽的加强,250 hPa高空辐散的加强,锋区温度梯度增大以及锋面抬升作用加强等并对目标区域的降水产生正面的影响。 展开更多
关键词 集合预报 集合敏感性 川渝地区 短时强降水
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集成学习和动态融合算法在福建省短时强降水预报中的应用
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作者 陈锦鹏 黄奕丹 +3 位作者 朱婧 林辉 程晶晶 杨德南 《气象》 CSCD 北大核心 2024年第1期48-58,共11页
为了提高短时强降水预报准确性,在2019—2020年4—9月福建省逐时降水实况观测资料与中国气象局广东快速更新同化数值预报系统(CMA-GD)模式预报产品的基础上,应用LightGBM集成学习算法框架,建立以30 mm·h^(-1)为阈值的逐时降水预报... 为了提高短时强降水预报准确性,在2019—2020年4—9月福建省逐时降水实况观测资料与中国气象局广东快速更新同化数值预报系统(CMA-GD)模式预报产品的基础上,应用LightGBM集成学习算法框架,建立以30 mm·h^(-1)为阈值的逐时降水预报模型。通过特征处理、自助聚合及超参数搜索等技术对模型进行优化,结合AUC、AUPR与传统分类指标,设计了包括业务模拟测试在内的多项试验,通过对比各建模方案验证了模型对于较长时效的短时强降水预报的适用性。结果表明:模式预报本身的命中率和空报率均较高,各建模方案具有不同程度的改善作用。自助聚合可以增强模型预测稳定性,轻微不平衡子训练集能降低模型预测空报率而取得更高的综合评分,在验证集中最佳TS评分可达17.5%;对分类信息增益贡献最大的特征变量为K指数,其次为500 hPa露点温度和时间参数特征;试验指标从优到劣依次为:随机交叉验证、小时划分的随机交叉验证、业务模拟测试,可见模型有效性主要来自相同或相邻时刻的样本信息;设计基于逻辑回归的异质模型动态融合方案以改善静态同质模型表现,各项指标均有小幅提升,在命中率接近50%时削减空报样本超过52万个。 展开更多
关键词 LightGBM 短时强降水预报 样本不平衡 动态融合
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Features and Sources of the Anomalous Moisture Transport for the Severe Summer Rainfall over the Upper Reaches of the Yangtze River 被引量:10
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作者 梁萍 李薇 +2 位作者 陈隆勋 何金海 任泽君 《Acta meteorologica Sinica》 SCIE 2005年第2期202-215,共14页
Using the daily NCEP/NCAR reanalysis dataset and the observation rainfalldata in China for the 1980-1997 period, features of severe summer rainfall over the upper reaches ofthe Yangtze River are investigated and then ... Using the daily NCEP/NCAR reanalysis dataset and the observation rainfalldata in China for the 1980-1997 period, features of severe summer rainfall over the upper reaches ofthe Yangtze River are investigated and then sources of moisture contributing to severe rainfallover eastern and western Sichuan Province (ES and WS for short) are examined with particularreference. It turns out that the severe rainfall occurring locally dominates summer rainfall overthe upper reaches of the Yangtze River. Climatological rainfall and anomalous one constitute severerainfall, but the latter accounts much for severe rainfall. The meridional moisture transportdominates the composite moisture transport on the occurrence day for ES region, while the zonal isequivalent to the meridional for WS region. Correlation between the moisture transport fluxes overthe two regions of severe rainfall and other regions, the anomaly and variation of the moisturetransport day by day during the period of severe rainfall lend a support for the conclusion that themeeting of the moisture from the West Pacific through the South China Sea (SCS) and the one fromnorthwestern China exerts a vital effect on the occurrence of severe rainfall, which can not beneglected. 展开更多
关键词 the upper reaches of the Yangtze River severe summer rainfall source ofmoisture transport
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Effect of Some Environmental Factors on Incidence and Severity of Angular Leaf Spot of Cotton in Yola and Mubi, Adamawa State, Nigeria
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作者 N. Z. Tuti H. Nahunnaro K. Ayuba 《World Journal of Engineering and Technology》 2015年第3期19-25,共7页
Environmental factors such as relative humidity and rainfall generally have been found to increase the incidence, rate of spread and severity of diseases thereby reducing yield of crops. Study was conducted on five co... Environmental factors such as relative humidity and rainfall generally have been found to increase the incidence, rate of spread and severity of diseases thereby reducing yield of crops. Study was conducted on five cotton varieties, which were artificially inoculated with bacterial blight pathogen to determine the effects of rainfall and relative humidity on incidence and severity of angular leaf spot (ALS) and yield of seed cotton in Yola and Mubi. Results showed that the severity of ALS was higher in Yola (58.65%) at 13 WAS assumed to be due to higher relative humidity range of 76% - 87% and low rainfall of 2 - 40.6 mm. This is assumed to have favoured disease development as against that of Mubi location which recorded lower severity (51.11%) due to lower relative humidity (42% - 55%) and rainfall (37 - 73 mm). Results further revealed that at 13 WAS, SAMCOT-8 had low incidence (66%) and severity (39%) in Yola. This was against the much higher corresponding incidence and severity of 82% and 42% respectively that was observed in Mubi during the same period. SAMCOT-10 and SAMCOT-9 varieties were found to be highly susceptible to the disease at the same period. SAMCOT-8 recorded the highest yield of 390.00 kg?ha?1 in Yola and 868.09 kg?ha?1 in Mubi while the lowest yields of 227.17 kg?ha?1 was observed on SAMCOT-10 in Yola while 461.61 kg?ha?1 was obtained on SAMCOT-9 in Mubi. The variation in yield among these varieties might be due to the differences in their reactions to the disease. There is a need to conduct further trials in these locations to confirm the level of resistance or other aspects of these varieties to the disease. 展开更多
关键词 ANGULAR Leaf Spot COTTON rainfall Relative Humidity DISEASE INCIDENCE and DISEASE severITY
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云南一次强对流暴雨天气学成因分析 被引量:2
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作者 马志敏 王将 +3 位作者 连钰 张万诚 牛法宝 杨素雨 《干旱气象》 2023年第4期629-638,共10页
为提高暴雨预报准确率,减少暴雨致灾损失,基于地面常规气象观测资料、卫星云图反演的云顶亮温(Black Body Temperature,TBB)资料及美国国家环境预报中心(National Centers for Environmental Prediction,NCEP)再分析资料,对2017年8月云... 为提高暴雨预报准确率,减少暴雨致灾损失,基于地面常规气象观测资料、卫星云图反演的云顶亮温(Black Body Temperature,TBB)资料及美国国家环境预报中心(National Centers for Environmental Prediction,NCEP)再分析资料,对2017年8月云南一次强对流暴雨成因进行分析。结果表明:500 hPa低槽东移、700 hPa切变线南压、地面冷锋西推是此次降水过程发生的天气背景;中-β、中-α尺度对流系统(Mesoscale Convective System,MCS)是产生强对流暴雨的直接系统,强降雨主要出现在TBB梯度大值区;MCS与700 hPa切变线关系最为密切,切变线位于滇中以东地区,MCS呈椭圆状,沿切变线附近及后部发展,切变线靠近哀牢山或翻越后,MCS呈西北—东南向带状分布,沿切变线前部发展;切变线翻越哀牢山前,白天移动较快,主要产生雷暴天气,夜间移动缓慢,降雨较强;强对流暴雨需重点关注水汽通量辐合大值区、800 hPa与500 hPa温差大于20℃区域;强降雨时段,整层大气均为上升运动,强降雨区维持低层辐合、中高层辐散的动力抽吸机制。 展开更多
关键词 强对流暴雨 短时强降水 切变线 MCS
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“21·7”河南特大暴雨的中尺度系统活动特征 被引量:1
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作者 张元春 孙建华 +4 位作者 傅慎明 汪汇洁 付亚男 汤欢 魏倩 《大气科学》 CSCD 北大核心 2023年第4期1196-1216,共21页
2021年7月17日至22日河南省遭遇了罕见特大暴雨过程,特别是郑州市在7月20日出现了极端降水事件。本文首先分析了有利的大尺度环流背景,然后采用多源高分辨率观测和再分析资料深入分析了此次特大暴雨过程中不同阶段的水汽来源以及中尺度... 2021年7月17日至22日河南省遭遇了罕见特大暴雨过程,特别是郑州市在7月20日出现了极端降水事件。本文首先分析了有利的大尺度环流背景,然后采用多源高分辨率观测和再分析资料深入分析了此次特大暴雨过程中不同阶段的水汽来源以及中尺度系统的活动特征。此次特大暴雨过程主要分为三个阶段,其主要的中尺度系统包括:黄淮气旋、中尺度对流系统(MCS)以及与MCS伴随的中尺度对流涡旋(MCV)。第一阶段(7月17~18日)主要为分散性降雨,水汽主要来自于南海、东南沿海、西北太平洋、长江中游地区的近距离水汽输送和河套地区。影响河南地区的中尺度系统为黄淮气旋,其于7月15日11时(协调世界时,下同)生成河南的东北部,18日23时在河南西南部消亡,垂直伸展最大高度为1000~350 hPa,维持时间约为89小时。第二阶段(7月19~20日),随着西太平洋副热带高压的北抬和台风“烟花”的西进北移发展,西北太平洋的水汽贡献也逐渐增多。由于黄淮气旋中心移动到河南西南部,其北部东南气流影响河南大部分地区。二级地形(伏牛山)东部的局地对流发展为MCS。由于地形的抬升作用,对流系统中强上升运动的维持有利于低层气旋性切变的增强,从而诱发了对流层中低层(750~600 hPa)MCV的生成。MCV的增强发展又进一步促进了MCS的维持以及偏南气流的增强。偏南气流输送大量水汽有利于午后分散性强对流单体的生成,分散对流单体与原有河南中北部MCS的合并后增强发展,从而造成了郑州极端小时降雨的出现。第三阶段(7月21~22日),暴雨过程的水汽主要来自于西北太平洋地区,其主要影响系统是MCS。低层气流受到二级地形(太行山)的阻挡,地形东部边界强的水汽通量辐合有利于MCS不断与新生对流单体合并发展,从而在河南、河北交界区域产生较强的降雨中心。 展开更多
关键词 特大暴雨 中尺度对流涡旋 黄淮气旋 中尺度对流系统
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桂林重大短时强降水时空分布特征
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作者 王婷 唐桥义 +1 位作者 王娟 吴芳芳 《气象研究与应用》 2023年第3期57-61,共5页
利用常规气象观测资料、区域气象自动站资料和MICAPS格式资料,对2018—2022年广西桂林重大短时强降水时空分布和形成机理进行分析。结果表明,近5a桂林重大短时强降水2019年出现频次最多,2018年最少;重大短时强降水天气出现在2—9月,6月... 利用常规气象观测资料、区域气象自动站资料和MICAPS格式资料,对2018—2022年广西桂林重大短时强降水时空分布和形成机理进行分析。结果表明,近5a桂林重大短时强降水2019年出现频次最多,2018年最少;重大短时强降水天气出现在2—9月,6月最多,其次是5月和7月。日变化特征明显,01时频次最多,其次是02时和03时,夜间频次多于白天,下半夜频次多于上半夜。桂林重大短时强降水具有明显的空间分布特征,总频次大值区位于资源南部的中峰-兴安北部-灵川北部-市区-临桂北部-永福一线,比传统暴雨带位置更偏北。重大短时强降水发生频次与地形有关,在迎风坡越城岭东南侧,边界层偏南风与地形辐合的地方易出现重大短时强降水。 展开更多
关键词 重大短时强降水 频次 时空分布
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广西汛期大范围持续性强降水特征与天气学分型研究 被引量:4
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作者 李华实 王东海 +3 位作者 陆虹 陈思蓉 曾智琳 张春燕 《热带气象学报》 CSCD 北大核心 2023年第2期242-255,共14页
利用1979—2019年国家级气象观测站日降水资料、ERA5再分析资料以及CMA热带气旋最佳路径集,对51例发生在广西的汛期大范围持续性强降水过程进行了统计分析与天气学分型研究,重点探索了不同类型过程的关键环流特征与锋生结构差异。主要... 利用1979—2019年国家级气象观测站日降水资料、ERA5再分析资料以及CMA热带气旋最佳路径集,对51例发生在广西的汛期大范围持续性强降水过程进行了统计分析与天气学分型研究,重点探索了不同类型过程的关键环流特征与锋生结构差异。主要研究结论如下:大范围持续性强降水过程有华北槽、南支槽、低涡切变、副高边缘、热带气旋以及季风低压等六种主要类型,均以稳定天气环流背景为共同特征。华北槽型发生频率最高,南支槽型平均持续时间最长且平均影响范围最广。华北槽、南支槽和低涡切变型过程的降水强度相当,主要落区在桂东北,由该区特殊地形及其与冷暖空气交绥共同作用而引起锋生,较强锋生起始高度较高且不深厚,但在中低层都存在一定干冷空气的侵入,尤以华北槽型最明显,有利于增强大气不稳定度以及锋生发展;另外,南支槽型在沿海伴有暖区雨带。副高边缘、热带气旋和季风低压型降水强度较大,主要落区位于桂南,大多则由地形抬升暖空气、狭管效应以及地形摩擦辐合作用而引起锋生,触发和维持高效的暖云降水,后两者强锋生起始高度较低且深厚,暖云降水效率更高,而南支槽型沿海锋生区和副高边缘型强锋生相较浅薄。 展开更多
关键词 持续性强降水 天气学分型 降水差异 锋生结构特征 地形
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2020—2021年沈阳地区4次短时强降水过程的大气可降水量变化对比分析 被引量:2
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作者 徐爽 胡鹏宇 +5 位作者 贾越 崔劲松 杨磊 李崇 王东东 侯婉婷 《气象与环境学报》 2023年第2期28-34,共7页
选取2020—2021年夏季沈阳地区出现的4次短时强降水过程,利用欧洲中心(ECMWF,European Center for Medium-Range Weather Forecasts)ERA5再分析资料、地基GPS(Global Position System)大气可降水量资料和常规观测资料,分析不同天气系统... 选取2020—2021年夏季沈阳地区出现的4次短时强降水过程,利用欧洲中心(ECMWF,European Center for Medium-Range Weather Forecasts)ERA5再分析资料、地基GPS(Global Position System)大气可降水量资料和常规观测资料,分析不同天气系统影响下,沈阳地区短时强降水过程中GPS水汽与水汽通量的变化特征。结果表明:短时强降水过程前,水汽累积时间的长短与相应的天气系统关系密切。副热带高压系统外围导致的强降水过程,大气可降水量(Precipitable Water Vapor,PWV)可以一直维持在较高水平,水汽增长速度可达1.1 mm·h^(-1)。此外,强降水出现时段与PWV峰值阶段相对应,但二者峰值并不完全重合;短时强降水出现时,沈阳站的大气可降水量超过38 mm;强降水结束后,PWV明显减弱。 展开更多
关键词 短时强降水 地基GPS 水汽通量
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不同类型强降水风暴低层双偏振参量对比分析
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作者 李芳 刁秀广 《气象》 CSCD 北大核心 2023年第9期1075-1084,共10页
利用山东S波段双偏振多普勒天气雷达资料、探空资料和地面降水实况,根据环境背景特征将强降水风暴分为雷暴大风(同时伴有强降水或冰雹)为主型(简称“混合型”)和单纯强降水为主型(简称“降水为主型”),对两种类型风暴分别考虑三种分钟... 利用山东S波段双偏振多普勒天气雷达资料、探空资料和地面降水实况,根据环境背景特征将强降水风暴分为雷暴大风(同时伴有强降水或冰雹)为主型(简称“混合型”)和单纯强降水为主型(简称“降水为主型”),对两种类型风暴分别考虑三种分钟降水量级,在六种不同情况下对强降水风暴的低层双偏振参量特征进行对比分析。结果表明:随着分钟降水量级增大,两种类型强降水风暴低层反射率因子(Z_(H))和差分相移率(K_(DP))都随之增大,“降水为主型”风暴差分反射率(Z_(DR))和相关系数(CC)变化不明显,“混合型”风暴Z_(DR)和CC减小,说明随着降水量级增大,“混合型”强降水风暴低层尺寸更大的冰雹数量增多,导致Z_(DR)和CC减小;对于2 mm·min^(-1)以上高强度降水,“混合型”风暴低层Z_(H)、Z_(DR)、K_(DP)分别集中在50.5~57.0 dBz、1.7~2.7 dB、2.4~4.3°·km^(-1),CC在0.960以上,而“降水为主型”风暴低层Z_(H)、Z_(DR)、K_(DP)分别集中在49.5~53.5 dBz、1.2~2.1 dB、2.5~3.9°·km^(-1),CC在0.970以上,说明高强度降水时多数“混合型”风暴含有大量5~10 mm左右的较小冰雹,这些较小冰雹在低层融化为大雨滴使Z_(DR)值增大,同时也使回波强度Z_(H)高于“降水为主型”;相同分钟降水量级情况下,“混合型”风暴低层Z_(H)和Z_(DR)大于“降水为主型”,CC小于“降水为主型”,因为前者内部不仅存在较多5~10 mm较小冰雹,还存在一些大的冰雹粒子;风暴低层较大的K_(DP)对两种类型强降水均有明显的指示意义。 展开更多
关键词 强降水 双偏振雷达 参量特征 对比分析
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基于分段层次聚类的中国强降水集合平均预报逐步订正方法研究
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作者 招佐森 高丽 +1 位作者 蔡宏珂 陈权亮 《气象学报》 CAS CSCD 北大核心 2023年第4期580-591,共12页
集合预报在数值天气预报中占有重要地位,如何有效地从集合成员中提取信息以提高降水的集合平均预报技巧是重要科学问题。采用2019—2022年夏季中国气象局全球集合预报业务模式(China Meteorological Administration Global Ensemble Pre... 集合预报在数值天气预报中占有重要地位,如何有效地从集合成员中提取信息以提高降水的集合平均预报技巧是重要科学问题。采用2019—2022年夏季中国气象局全球集合预报业务模式(China Meteorological Administration Global Ensemble Prediction System,CMA-GEPS)的逐日累计降水量集合预报数据,发展了基于分段层次聚类的逐步订正方法(Stepwise correction method based on segmented Hierarchical Clustering,SHC)以改进该模式的强降水集合平均预报结果,并定量评估了SHC方法的性能,比较了其与集合平均(EM)和直接聚类法(HC)的订正效果差异。结果表明:SHC方法由于采取了分段聚类订正来有效引入更有价值的集合成员预报信息,进而修正集合平均预报结果,提升目前在短、中期天气集合预报中的强降水预报能力;该方法的逐日连续预报检验评分总体在降水预报订正方面有优势,相对于EM和HC方法预报技巧均有明显提升,证明其具有良好的适用性;对于2021年郑州7·20暴雨个例的应用显示SHC方法对极端降水预报具有较好的订正效果。SHC方法为改进中国强降水集合平均预报技巧提供了新方法。 展开更多
关键词 集合预报 逐步分段层次聚类 强降水订正 机器学习
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山东省持续性短时强降水过程物理量特征分析 被引量:5
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作者 赵海军 潘玲 毛子卿 《海洋气象学报》 2023年第1期63-74,共12页
基于常规气象观测资料和探空资料,对2007—2019年山东省123个国家级地面气象观测站观测到的持续性短时强降水发生特征、环流形势和环境参数进行分析。结论如下:(1)其间共有81个站点在78个降水日内发生144站次持续性短时强降水,鲁东南地... 基于常规气象观测资料和探空资料,对2007—2019年山东省123个国家级地面气象观测站观测到的持续性短时强降水发生特征、环流形势和环境参数进行分析。结论如下:(1)其间共有81个站点在78个降水日内发生144站次持续性短时强降水,鲁东南地区发生次数和发生站点比例均明显高于其他区域;降水集中在6月下旬至8月下旬,又以8月上旬至中旬最多。(2)天气过程主要发生在低层绝对湿度和相对湿度高、抬升凝结高度低、暖云层厚的条件性不稳定环境下。(3)准正压类和低层暖平流强迫类探空温湿廓线近似平行,对流有效位能中等、垂直风切变偏弱,低层暖湿平流是大气层结不稳定建立或维持的主导者;斜压锋生类和高空冷平流强迫类探空温湿廓线呈“V”形,低层偏湿、中层偏干,对流有效位能较弱、垂直风切变中等,冷暖平流对于大气层结不稳定的作用均较显著。 展开更多
关键词 短时强降水 持续性 环境参数 水汽 不稳定
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“23·7”华北特大暴雨过程雨强精细化特征及动力和热力条件初探 被引量:3
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作者 符娇兰 权婉晴 +7 位作者 麦子 罗琪 陈涛 李晓兰 许先煌 朱文剑 华珊 韩旭卿 《气象》 CSCD 北大核心 2023年第12期1435-1450,共16页
基于ERA5再分析资料、国家级和区域级地面气象观测、双偏振多普勒雷达、地面雨滴谱仪、闪电定位仪、风廓线雷达等多源观测资料,对“23·7”华北创纪录极端降水过程中雨强的精细化特征,导致极端降水的中尺度对流系统(MCS),极端降水... 基于ERA5再分析资料、国家级和区域级地面气象观测、双偏振多普勒雷达、地面雨滴谱仪、闪电定位仪、风廓线雷达等多源观测资料,对“23·7”华北创纪录极端降水过程中雨强的精细化特征,导致极端降水的中尺度对流系统(MCS),极端降水的微物理特征及动力和热力条件进行了分析。结果表明:整个过程小时雨强表现出面弱点强的特点,局地小时、分钟级雨强具有极端性。雨强阶段性特征明显,2023年7月30日08:00至31日20:00(第二阶段)雨强最强,与多个β-MCS发展有关,并伴有后向传播及列车效应等中尺度过程,降水以中等直径、高浓度雨滴为主,具有一定量的低浓度大粒子雨滴样本,属于海洋性与大陆性混合型降水,暖云碰并与冰晶聚合融化过程共存。7月29日08:00至30日08:00(第一阶段)和7月31日20:00至8月2日08:00(第三阶段)雨强相对较小,对应于前者的MCS垂直伸展高度较低、强度不强,以暖云降水为主导,雨滴浓度高、直径中等,对应于后者的MCS发展强盛,但移动速度快,也具有海洋性与大陆性降水混合型降水特征。三个阶段的大气整层可降水量最大值均超过70 mm,第一阶段天气尺度强迫强,对流有效位能(CAPE)在500 J·kg^(-1)左右,MCS发展高度相对较低;第二阶段后期天气尺度强迫有所减弱,但华北中南部对流不稳定能量再次重建,上游地区CAPE较第一阶段有所增大(600~1000 J·kg^(-1)),导致极端降水的MCS发展为深厚湿对流系统,雨强明显增大;第三阶段天气尺度强迫明显减弱,低层偏南风脉动辐合和大的CAPE为MCS强烈发展提供了有利条件。 展开更多
关键词 “23·7”特大暴雨 极端降水 雨强 中尺度对流系统 降水微物理特征 动力和热力条件
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2022年“4·23”广州超级单体强降水多雷达观测分析
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作者 曾琳 李怀宇 +1 位作者 梁之彦 郑嘉雯 《广东气象》 2023年第3期7-12,共6页
利用广州S波段双偏振多普勒天气雷达和X波段双偏振相控阵天气雷达等探测数据对2022年4月23日广州一次超级单体短时强降水过程进行分析,对比分析不同波段雷达资料在过程中的特征表现,结果表明:(1)该次过程是低质心强降水过程,云团发展迅... 利用广州S波段双偏振多普勒天气雷达和X波段双偏振相控阵天气雷达等探测数据对2022年4月23日广州一次超级单体短时强降水过程进行分析,对比分析不同波段雷达资料在过程中的特征表现,结果表明:(1)该次过程是低质心强降水过程,云团发展迅速、降水效率高,局地强降水特征明显。(2)X波段相控阵雷达能够更精细地描述局地强对流云团的精细结构,Z_(DR)高值区及变化可判断对流未来的发展趋势,低仰角K_(DP)大值区与强降水位置对应更好,对判断雨强大值区更具参考价值。(3)X波段相控阵雷达易受到强降水等影响信号衰减,当强回波位于雷达一定距离时,强回波后侧云团信息会因衰减缺失;当强回波位于雷达上空时,会造成整体探测的衰减。(4)在实际业务中仅靠一部雷达或单波段雷达较难很好地监测雷暴发展,需要多波段雷达协同使用,形成优势互补,并充分考虑局地地形地貌,才能够更好预测雷雨云团的生消发展。 展开更多
关键词 天气学 X波段相控阵雷达 超级单体 强降水 广州
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台风“暹芭”引发南海区强降雨的环境条件分析
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作者 钟立华 巢婧华 +2 位作者 余晓建 庞绮汶 郭瑞玲 《广东气象》 2023年第6期34-38,共5页
利用常规气象资料、NCEP再分析资料、ECMWF的ERA5再分析资料等,对2022年7月2日午后到3日早晨南海区强降雨的环境条件进行分析,结果表明:台风“暹芭”螺旋雨带与宽广的季风区相连,在低空急流的作用下为南海区强降雨提供了充沛的水汽和能... 利用常规气象资料、NCEP再分析资料、ECMWF的ERA5再分析资料等,对2022年7月2日午后到3日早晨南海区强降雨的环境条件进行分析,结果表明:台风“暹芭”螺旋雨带与宽广的季风区相连,在低空急流的作用下为南海区强降雨提供了充沛的水汽和能量;水汽通量强度强、厚度高及水汽辐合增强是南海区出现强降雨的重要原因;垂直上升运动强,维持时间长,高低空辐合辐散场配置较好,为强降雨发生提供了有利的动力条件;低层不稳定能量充足,500 hPa以下中低层存在对流不稳定,南海区强降雨在这种对流性不稳定条件下发生,低空急流输送的水汽和不稳定能量为强降雨的维持提供了有利的暖湿条件。 展开更多
关键词 天气学 台风“暹芭” 强降雨 环境条件 南海区
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