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1.
赵玉春  王叶红 《大气科学》2020,44(2):371-389
利用2009~2017年7~9月福建省逐小时地面加密自动站资料和2015~2017年7~9月厦门站的探空资料,通过K均值聚类法和中尺度数值模式(WRF3.9.1.1版本)理想数值模拟,分析了我国东南沿岸及复杂山地(福建)后汛期降水日变化特征,揭示了地形热力环流以及海陆风环流在热对流降水日变化形成中的作用,探讨了环境温湿廓线及风垂直廓线对热对流降水日峰值强度和日峰值出现时间的影响。结果发现:我国东南沿岸复杂山地(福建)后汛期降水日变化受地形热力环流和海陆风环流的影响和调制,白天辐射加热在复杂山地形成的局地热力环流激发出对流降雨带,午后受海风环流的影响,对流降雨带组织发展达到峰值,之后随着地形热力环流和海风环流减弱雨带逐渐减弱。武夷山及周边复杂山地的降水日变化主要受地形热力环流的影响,在午后对流降水达到峰值,夜间减弱几近消失。理想数值试验进一步证实了我国东南沿岸复杂山地地形热力环流对对流降雨的触发以及海陆风环流在山地对流雨带组织发展中的作用,环境温湿廓线以及风垂直廓线对热对流降水日峰值强度以及日峰值出现的时间具有重要影响,其中环境温湿廓线的大气抬升凝结高度、大气可降水量、大气的对流不稳定度以及大气中低层湿度分布的不同,会影响热对流降水日峰值强度,并通过影响山地热力对流触发时间,改变热对流降水日峰值时间,而环境风垂直廓线的低层气流强度和方向、中低层垂直风切变的不同,会影响地形热力对流系统的启动、组织发展和移动等特征,进而影响热对流降水日峰值强度以及热对流降水日峰值时间。  相似文献   

2.
利用热带测雨卫星测雨雷达的10年探测结果,对夏季亚洲对流降水与层云降水雨顶高度分布、雨顶高度与地表降水强度的关系、雨顶高度日变化特征进行了研究。结果表明,青藏高原和中国东部平原的多数(70%以上)对流降水雨顶高度分布在8—12和5—10km,其他地区分布在5—9km;陆面对流降水雨顶平均高度高于洋面。洋面和陆面层云降水雨顶高度没有明显差异,多在5—8km。夏季亚洲浅对流降水比例少,而深厚对流主要出现在中国东部平原、西南、印度次大陆西部至伊朗高原东部地区,比例约40%。洋面和陆面的弱对流降水的雨顶平均高度在7—8km,弱层云降水相应的雨顶平均高度多小于7.5km;陆面约90%的强对流降水雨顶平均高度在9km以上,而强层云降水雨顶的平均高度通常不超过8.5km。夏季亚洲对流降水和层云降水的雨顶平均高度均随着地面平均降水率的增大而升高,两者遵从二次函数关系。对流降水及层云降水频次、强度和雨顶高度的日变化峰值分析表明,陆面这些参量的日变化强于洋面,并且三者的日变化基本同步。  相似文献   

3.
珠三角城市环境对对流降水影响的模拟研究   总被引:6,自引:2,他引:4  
采用具有2 km分辨率的中尺度气象模式WRF及其耦合的单层城市冠层模式,以及Thompson云微物理方案,针对广州市附近发生的一次对流风暴过程,模拟研究了城市环境包括城市地表性质变化、城市空气污染可能引起的云粒子浓度增大现象对对流降水发展的影响问题.结果表明城市地表引起的热岛和干岛效应,可造成城市边界层高度升高,有利于城区附近辐合流场形成和不稳定能量增大.模拟结果显示,城市地表作用可在广州市南北各形成一个对流有效位能CAPE增大的辐合区,模拟对流降水回波起始发展于这些具有高不稳定能量的辐合区,并与观测雷达回波特征相一致,反映出城市地表对对流的起始发展及其发生位置有更直接作用.对流发展起来后,敏感试验反映出高云粒子浓度 (污染) 情形中有更多降水形成,降水增多可达20%以上.诊断分析发现降水增多与对流云中有更多雨水及过冷却云水形成有关系.增多的云水雨水通过相应的由于潜热释放增加引起的强上升运动被传送到较高层次,引起云中冻结过程及液态水和冰相物质之间的相互作用增强,从而导致更多冰相物质形成、降落地面降水增多.  相似文献   

4.
自动临近预报系统及其在北京奥运期间的应用   总被引:14,自引:2,他引:12       下载免费PDF全文
该文介绍了对流风暴自动临近预报系统(BJ-ANC)及其在2008年北京奥运会期间的应用。BJ-ANC是在技术引进基础上,通过本地化改进和拓展研发而形成的适合于在京津冀地区使用的对流风暴自动临近预报系统。BJ-ANC系统通过对风暴进行分析,利用临近预报算法和模糊逻辑集成技术,生成反映风暴发生、发展和消亡的分析及预报产品。系统考虑了京津冀地区边界层辐合线及地形与风暴生消发展之间的密切关系。通过对2008年实时预报结果的检验表明:系统对风暴单体在1 h内的外推预报与实际观测的风暴单体中心的距离偏差较小;系统的1 h定量降水预报和自动站的降水观测接近;系统对风暴回波的总体预报性能明显优于持续性外推方法。通过对2008年奥运期间对流风暴个例的实际应用分析表明:系统对风暴的临近预报具有指导意义,边界层辐合线对风暴的局地新生和快速演变具有明显的正面预报效果。另外,系统反演得到的对流层低层热动力三维特征提供了风暴生消、发展预报的重要判据。  相似文献   

5.
大理苍山—洱海局地环流的数值模拟   总被引:4,自引:2,他引:2  
许鲁君  刘辉志  曹杰 《大气科学》2014,38(6):1198-1210
利用耦合了湖泊模型的WRF_CLM模式模拟了秋季大理苍山—洱海地区的局地环流特征。结果表明:模式对近地面温度、风向、风速的模拟与观测基本一致,模拟结果能较好地再现该地区山谷风和湖陆风相互作用的局地环流特征。在秋季,大理苍山的谷风起止时间为08:00~17:00(北京时,下同),湖风起止时间为09:00~19:00。局地环流受高山地形及洱海湖面影响明显,山谷风形成早于湖陆风1 h,夜间山风、陆风强盛于白天谷风、湖风。白天苍山谷风与洱海湖风的叠加作用会驱动谷风到达2600 m的高度,而傍晚最先形成的苍山山风则会减弱洱海的湖风环流。夜间盆地南部在两侧山风、陆风的共同作用下,形成稳定而持续的气旋式环流。日出以后,对流边界层迅速发展,边界层高度逐渐增高。陆地17:00温度达到最高,边界层高度也达到峰值2000 m,之后逐渐降低。日落后形成稳定边界层,边界层高度在夜间基本保持在100 m。相对于陆地,湖面白天边界层高度低300 m,夜间边界层高度高100 m。  相似文献   

6.
The south-west of Western Australia has experienced significant land-cover change as well as a decline in rainfall. Given that most precipitation in the region results from frontal passages, the impact of land-cover change on the dynamics of cold fronts is explored using the Regional Atmospheric Modeling System version 6.0. Frontal simulations are evaluated against high resolution atmospheric soundings, station observations, and gridded rainfall analyses and shown to reproduce the qualitative features of cold fronts. Land-cover change results in a decrease in total frontal precipitation through a decrease in boundary-layer turbulent kinetic energy and vertically integrated moisture convergence, and an increase in wind speed within the lower boundary layer. Such processes contribute to reduced convective rainfall under current vegetation cover.  相似文献   

7.
A NUMERICAL STUDY OF TROPICAL DEEP CONVECTION USING WRF MODEL   总被引:1,自引:0,他引:1  
The Weather Research Forecast model (WRF) configured with high resolution and NCEP 1°×1° reanalysis data were used to simulate the development of a tropical deep convection over the Tiwi Islands,northern Australia,and to investigate the sensitivity of model results to model configuration and parameterization schemes of microphysical processes.The simulation results were compared with available measurements.The results show that the model can reproduce most of the important characteristics of the observed diurnal evolution of the convection,including the initiation of convection along the sea-breeze front,which is then reinforced by downdraft outflows,merging of cells and the formation of a deep convective system.However,further improvement is needed to simulate more accurately the location and the time for initiation of the deep convective system.Sensitivity tests show that double-nesting schemes are more accurate than the non-nesting schemes in predicting the distribution and intensity of precipitation as far as this particular case is concerned.Additionally,microphysical schemes also have an effect on the simulated amount of precipitation.It is shown that the best agreement is reached between the simulation results and observations when the Purdue Lin scheme is used.  相似文献   

8.
The Florida peninsula in the USA has a frequent occurrence of sea breeze(SB)thunderstorms.In this study,the numerical simulation of a Florida SB and its associated convective initiation(CI)is simulated using the mesoscale community Weather Research and Forecasting(WRF)model in one-way nested domains at different horizontal resolutions.Results are compared with observations to examine the accuracy of model-simulated SB convection and factors that influence SB CI within the simulation.It is found that the WRF model can realistically reproduce the observed SB CI.Differences are found in the timing,location,and intensity of the convective cells at different domains with various spatial resolutions.With increasing spatial resolution,the simulation improvements are manifested mainly in the timing of CI and the orientation of the convection after the sea breeze front(SBF)merger into the squall line over the peninsula.Diagnoses indicate that accurate representation of geophysical variables(e.g.,coastline and bay shape,small lakes measuring 10-30 km2),better resolved by the high resolution,play a significant role in improving the simulations.The geophysical variables,together with the high resolution,impact the location and timing of SB CI due to changes in low-level atmospheric convergence and surface sensible heating.More importantly,they enable Florida lakes(30 km2 and larger)to produce noticeable lake breezes(LBs)that collide with the SBFs to produce CI.Furthermore,they also help the model reproduce a stronger convective squall line caused by merging SBs,leading to more accurate locations of postfrontal convective systems.  相似文献   

9.
刘文婷  朱佩君 《大气科学》2018,42(5):1038-1054
登陆台风Matmo(2014)北侧弱回波区突发多条强对流雨带,造成严重影响。本文利用NECP/NCAR的FNL(Final)再分析资料,地面自动站加密观测资料、雷达拼图资料等对台风北侧连续出现的3条对流雨带的触发和发展过程进行研究。结果表明:初始对流是在弱的对流不稳定和条件对称不稳定条件下,由锋面强迫和地形抬升作用共同触发。接二连三发生的3条对流雨带是在台风北部高湿环境,长时间稳定的水汽辐合,明显的对流不稳定,局部弱条件对称不稳定条件下,由近地面辐合线在辐合稳定并加强后触发的,有利的环境和多层不稳定的叠加有利于雨带的发展和维持。先后触发对流雨带的3条辐合线在发生位置上相当接近。辐合线的形成一方面由海陆下垫面差异、江苏和山东南部海岸线曲率、台风风速随半径分布特点所决定;另一方面,辐合线2和3的形成还与它们北侧对流雨带的冷出流密切相关。对流带上的强降水中心往往对应着稳定的辐合中心,辐合中心主要位于风速大小梯度明显的位置上。而辐合线上的风速梯度主要受海岸线、地形附近的降水分布影响。  相似文献   

10.
Summary Convection and subsequent precipitation induced by the sea breeze circulations are often observed in the Florida peninsula during summer. In this study, the mechanisms of initiation and maintenance of the convective clouds and precipitation are investigated. A fully-compressible fine resolution non-hydrostatic mesoscale numerical model is used in this study. Surface energy and moisture budget were included in this model to simulate the diurnal cycle of ground surface temperature and wetness. The model also has a sophisticated boundary layer and explicit cloud physics. A sounding obtained from Orlando, Florida at 1110 UTC 17 July 1991 as part of the Convection and Precipitation Electrification (CaPE) experiment is used for initialization. The initial data for the model is kept in geostrophic and thermal wind balance. Several sensitivity tests were conducted to investigate the effects of different treatments of ground surface moisture and temperature on the model forecast of the convection and precipitation induced by the sea breeze circulations. The simulations agree reasonably well with the observations when both surface energy and moisture budget were included in the model to predict ground surface temperature and wetness. The surface moisture has a significant impact on the formation, strength, sustenance, and the location of convection and precipitation induced by the sea breezes.With 17 Figures  相似文献   

11.
利用WRF-Noah耦合中尺度模式对海南岛2012年7月5日的多云海风个例进行三维高分辨率数值模拟,重点分析多云天气条件下复杂地形区域的海风环流结构及其演变特征。通过观测资料与模拟结果的对比发现,WRF模式能够合理地模拟出岛屿四周的海风演变特征。与少云海风日相似,多云海风日中全岛海风于12时开始形成,15时海风发展最为强盛,影响范围最广,18时全岛海风的辐合程度最强,海风辐合区是主要的潜在降水区域。对比山区与平坦地区的海风环流发现,山区海风环流强盛期为13—18时,而平坦地区海风环流强盛期为15—18时。复杂的山地对海风环流结构有直接和间接的影响:一方面在山地地形动力阻挡和抬升作用下,海风环流变得更加清晰完整,间接延长了海风环流的维持时间;另一方面局地地形热力作用形成的谷风环流与海风几乎同时产生和消亡,两者汇合后,谷风的瞬间加强会引起海风锋锋消,瞬间减弱会引起海风锋锋生;两者同相叠加会使得海风环流结构更加完整。相比之下,平坦地区的海风受到的地形动力和热力作用小,海风水平分布比较规则,海风环流垂直结构的变化主要取决于不同方向海风之间的相互作用。  相似文献   

12.
两次暴雨过程模拟对陆面参数化方案的敏感性研究   总被引:1,自引:0,他引:1  
陈海山  倪悦  苏源 《气象学报》2014,72(1):79-99
选取发生在江西和福建境内的两次暴雨个例,利用NCEP再分析资料在对暴雨发生前、后的环境场和物理量场进行诊断和对比分析的基础上,采用中尺度模式WRF V3.3,通过数值模拟探讨了陆面过程对两次暴雨过程的可能影响及其相关的物理过程。结果表明,2012年5月12日江西大暴雨主要受大尺度环流和中尺度天气系统影响,具有范围大、持续时间长等特点,属于大尺度降水为主的暴雨;而2011年8月23日福建暴雨发生在副热带高压控制下的午后,局地下垫面强烈的感热和潜热通量使低层大气不稳定性增强,触发了此次对流性降水为主的暴雨。通过资料诊断分析,可以判断陆面过程对福建暴雨个例的影响程度明显强于江西暴雨个例。通过关闭地表通量试验发现,陆面过程对暴雨模拟十分重要,尤其是对于该个例中对流性降水的发生起到关键性的作用。通过陆面参数化方案的敏感性试验发现,两次暴雨过程对陆面参数化方案均较为敏感。江西暴雨对陆面过程的敏感性主要体现在对流降水的模拟上,而福建暴雨则体现在大尺度降水的模拟方面,即福建暴雨对陆面参数化方案的敏感性强于江西暴雨。敏感性产生机制与降水类型关系紧密,大尺度降水对陆面过程的敏感性主要来源于不同参数化模拟的中高空对流系统的差异,而对流降水的敏感性则与不同参数化模拟的地表通量的差异有关。通过陆面参数的扰动试验进一步发现,相比于地表粗糙度和最小叶孔阻抗,土壤孔隙度和地表反照率则是影响对流降水对陆面过程敏感的关键因子,这在本质上与地表通量是否受到扰动有关。地表通量较风场而言,受扰动引起变化的空间范围广、时间响应快,变化具有明显规律性。所得结果可为深入理解陆面过程影响暴雨等天气过程和改进数值模式对暴雨的模拟能力提供一定的参考。  相似文献   

13.
A precipitation system developed continuously along the western coastline of the Korean Peninsula and created considerable precipitation both along the coast and inland on 26 July 2011. In this study, the causes for this nearshore convective system are investigated from observations and the results of model experiments. Three-dimensional radar fields clearly show that a change of wind at the surface border played an important role in the development of the nearshore convection system. The simulation results, which are very similar to the observations, show that the surface border generated and maintained the convergence zone. The roughness change enhanced the convergence, and the interaction between the deepening cold pool and downward flow maintained the convergence zone. The surface mechanical discontinuity affected by the roughness change between sea and land formed the convergence (gradient of wind stress),which induced momentum transfer to the upper layer. The cold pool created a steep gradient of potential temperature and provided the reason for the propagated convergence zone with the downward flow. The maximum value of the surface change factor, which comprises the influencing factors for the long-lasting convective system, reflects the enhancement of the system at the coast.  相似文献   

14.
王秀明  钟青  韩慎友 《高原气象》2009,28(2):352-365
利用WRF中尺度数值模式,模拟了2005年5月31日发生在北京的冰雹强对流过程,成功地再现了冰雹天气发展过程中起重要作用的冷涡底部的小槽、低层暖湿舌、地形辐合线等中尺度系统;模拟的地面降水、强对流(雹)云移动路径与实况基本符合;模拟的一个长生命史强对流(雹)云的演变及单体结构与北京多普勒雷达观测的沿城市中轴线的雹云相似,具有超级单体概念模型给出回波墙-有界弱同波区(穹窿)-悬挂回波结构、对峙的倾斜上升下沉气流、分裂右移发展等特征.基于数值模拟结果,结合雷达观测,重点分析了这块雹云的演变过程,解剖了超级单体三维动力、热力及回波结构.  相似文献   

15.
曾智琳  谌芸  王东海 《大气科学》2020,44(4):695-715
2018年8月30~31日一条超长生命期的中尺度线状对流(线状β-MCS)引发了华南沿海一次极端降水事件[1056.7 mm(24 h)?1],刷新广东省24小时雨量历史纪录,造成严重洪涝并引起社会极大关注。文章采用多源观测资料与NCEP/NCAR_FNL分析资料,首先从观测分析角度提炼该次过程的降水特点与卫星、雷达的基本演变特征,然后分析了极端降水的天气尺度背景与中尺度环境条件,最后从中尺度大气动力学角度探讨超长生命期线状β-MCS的触发演变与海陆边界风向旋转维持的关系,并揭示线状对流组织与维持的可能物理机制。结果表明:季风低压作为稳定的天气尺度背景,大气层结表现为深厚暖湿与持续不稳定,季风云团北推上岸造成华南沿海大范围暴雨,一条超长生命期、准静止、低顶高、低质心并具备后向传播特征的线状β-MCS造成高潭持续性强降雨,降水强度大、持续时间极长是累积雨量破纪录的主要原因。对流触发及线状β-MCS组织发展与地面风场有密切关系,海陆边界风向旋转率方程定性分析发现地面风场受多尺度调节影响,季风低压的天气尺度项、局地地形摩擦项与中尺度气压梯度项对地面风场协同形成的反向强迫及平衡机制,是偏南气流长时间维持的关键。斜坡地形与黄江河谷一侧偏南气流增强并建立“暖脊”,致使山脉一侧冷池出流边界无法向南扩展,形成强烈的水平温度梯度,基于中尺度动力学方程定量诊断表明β-MCS的线状组织过程及对流维持的动力机制来源于局地垂直风切变,这种局地垂直风切变有别于环境垂直风切变,其显著增强是对地面强烈纬向水平温度梯度响应的结果。  相似文献   

16.
Mesoscale modeling study of severe convection over complex terrain   总被引:1,自引:0,他引:1  
Short squall lines that occurred over Lishui, southwestern Zhejiang Province, China, on 5 July 2012, were investigated using the WRF model based on 1°× 1° gridded NCEP Final Operational Global Analysis data. The results from the numerical simulations were particularly satisfactory in the simulated radar echo, which realistically reproduced the generation and development of the convective cells during the period of severe convection. The initiation of this severe convective case was mainly associated with the uplift effect of mesoscale mountains, topographic convergence, sufficient water vapor, and enhanced low-level southeasterly wind from the East China Sea. An obvious wind velocity gradient occurred between the Donggong Mountains and the southeast coastline, which easily enabled wind convergence on the windward slope of the Donggong Mountains; both strong mid–low-level southwesterly wind and low-level southeasterly wind enhanced vertical shear over the mountains to form instability; and a vertical coupling relation between the divergence on the upper-left side of the Donggong Mountains and the convergence on the lower-left side caused the convection to develop rapidly. The convergence centers of surface streams occurred over the mountain terrain and updrafts easily broke through the lifting condensation level(LCL) because of the strong wind convergence and topographic lift, which led to water vapor condensation above the LCL and the generation of the initial convective cloud. The centers of surface convergence continually created new convective cells that moved with the southwest wind and combined along the Donggong Mountains, eventually forming a short squall line that caused severe convective weather.  相似文献   

17.
王国荣  平凡  翟亮 《大气科学》2019,43(4):895-914
局地触发及组织化发展中尺度系统的生消演变是影响对流性降水临近预报的核心和关键。本文结合雷达外推预报、专家系统以及快速循环更新的高分辨数值模式系统,发展和构造了一种适合北京地区的基于数值模式预报诊断自适应的对流性降水临近集合预报新方法(APEN)。APEN基于降水外推预报结果,采用模糊逻辑算法,利用北京市气象局快速循环更新同化系统(RMAPS-IN)提供的对流诊断因子,计算对流系统发展演变(新生、增加和减弱)概率;在此基础上,扰动诊断因子阈值和权重,形成对流发展的集合概率预报;最后综合专家经验,根据对流集合概率,在降水外推预报基础上进行对流性降水调整。应用APEN,针对北京两次强弱降水过程,进行了降水的临近预报试验,结果表明:基于RMAPS-IN多种诊断因子的对流发展集合概率在强弱两种天气背景下,都能较好的反映对流系统在临近时段的发展趋势;基于专家经验模型的三种对流发展状态(对流新生、增加和减弱)下的降水调整,能合理的表征对流系统发展演变对降水的影响。APEN降水预报和RMAPS-IN的业务预报的对比显示:无论是系统性对流过程还是局地激发对流过程,APEN预报的降水落区和强度都更接近于实况,尤其是考虑对流发展演变影响的降水强度预报明显优于RMAPS-IN,APEN在北京地区对流性降水的临近预报中有明显的优势和应用潜力。  相似文献   

18.
The diurnal cycles of precipitation over north China during summer in four strong rainfall years are examined using two-dimensional cloud-resolving modeling data. The diurnal signals are analyzed in terms of precipitation budget, fractional rainfall coverage and rain intensity over convective and stratiform rainfall area. The analysis of precipitation budget shows that the diurnal cycles of convective and stratiform precipitation mainly correspond respectively to those of water vapor convergence and transport of hydrometeor from convective rainfall area to stratiform rainfall area in 1964, 1994 and 1995, whereas they mainly correspond to those of water vapor convergence in 2013. The diurnal cycles of convective and stratiform precipitation are mainly associated with those of rain intensity in 1964, 1994 and 1995. In 2013, the diurnal cycle of stratiform precipitation is mainly related to that of fractional rainfall coverage over stratiform rainfall area. The multiple peaks of convective precipitation mainly correspond to the rain intensity maxima associated with strong water vapor convergence.  相似文献   

19.
在总结“十五”国家科技攻关重大计划项目“人工增雨技术研究及示范”成果的基础上,利用我国可移式新一代天气雷达在青海省河南县和河南省许昌市进行秋(春)季降水系统中尺度结构外场试验观测的方法和技术,对这两个地区云和降水的若干特征进行了分析;另外,使用两步变分方法反演了风场结构,分析了层状云和对流云的中尺度回波强度和动力结构。结果表明:新一代天气雷达可为人工影响天气作业指挥和云物理研究提供更多信息,包括风场中尺度结构、辐合线位置等;青海省河南县及周边地区秋季降水以对流云降水为主,低空辐合是对流云旺盛发展的重要原因;河南省许昌市春季降水既含有对流云降水也含有层状云降水,对流云降水过程伴有低空辐合,层状云内风场比较均匀,但风的垂直切变明显,多为暖平流。  相似文献   

20.
We have investigated the role of convective parameterization in simulations of heavy precipitation systems at grey-zone (2–10 km) resolutions using an approach similar to that used in “observing system simulation experiment”. Simulations with a 1-km grid serve as benchmark simulations. The impacts of convective parameterization at greyzone resolutions (i.e., 3, 6, and 9 km) are then investigated. This study considers two heavy precipitation systems including one associated with a mesoscale cyclone generated over the Shandong Peninsula on 24–25 July 1991, and the other associated with a cloud cluster occurred on 15–16 July 2009. The present study indicates that convective parameterization does not affect much the simulations of the two heavy precipitation systems with 3-km grid size. However, it significantly affects simulations for grid sizes of 6 and 9 km. Simulations with the Kain-Fritsch scheme produce deficiencies such as relatively small heavy rainfall area, smaller maximum precipitation rate, wider area of weak precipitation, etc. Simulations without convective parameterization have also some negative effects such as the overprediction of area-averaged precipitation rate and others. A modified trigger function in the Kain-Fritsch scheme is found to improve the simulations of the heavy precipitation systems over the Korean Peninsula by reducing excessive trigger of convection, especially for simulations with 6- and 9- km grids.  相似文献   

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