共查询到20条相似文献，搜索用时 31 毫秒
1.
初边界条件不确定性对AREM模拟一次华南致洪暴雨的影响 总被引：1，自引：0，他引：1
利用AREM（advanced regional E-gridη-coordinates model）模式,针对2005年6月21日发生在华南的一次特大致洪暴雨过程,研究了模式初始场和边界场的不确定性对AREM模拟大暴雨过程的影响。研究表明：模式初始场和边界场对模式模拟降水的不同时段影响存在明显差异,初始扰动误差越大模式误差也越大;误差增长先在中小尺度内伴随着湿对流不稳定,且增长极其迅速,接着向大尺度传播,由于对流有效位能的逐渐释放,大气不稳定度降低,误差在大尺度上增长缓慢;在初始场和边界场相同精度的情况下,增加边界场的中尺度信息,尤其是400 km以下尺度的信息,比增加初始场的中尺度信息更能有效抑制误差的增长。 相似文献
2.
利用WRF模式模拟一个典型的超级单体风暴,揭示了深对流系统中初始误差增长和传播的热动力机制,讨论了系统的高度非线性作用和可预报性等问题。结果表明:影响深对流系统发展强度的不稳定能量和潜热释放是影响误差增长和空间分布的主要因素;误差增长主要集中在对流区,对流区域外的初始扰动有向对流区域传播的趋势,并可在对流区域内迅速增长。随着对流系统的强烈发展,量级为O(10-2)的初始扰动在210 min时即可达到量级O(100),反映了系统高度的非线性作用和单一确定性预报显著的局限性。另外还发现,初始扰动对的相关性迅速增加,这将导致集合离散度偏低,给集合预报捕获极端天气的能力设置了障碍。误差的传播主要以声波和重力波两种波动形式传播。声波主要表现在积分初期,能量较小。重力波则能够在对流系统以外的区域激发新的对流中心(目前这种误差是不可预报的),进而限制了系统的可预报性。 相似文献
3.
Mesoscale predictability of mei-yu heavy rainfall 总被引：1，自引：0，他引：1
Recently reported results indicate that small amplitude and small scale initial errors grow rapidly and subsequently contaminate short-term deterministic mesoscale forecasts. This rapid error growth is dependent on not only moist convection but also the flow regime. In this study, the mesoscale predictability and error growth of mei-yu heavy rainfall is investigated by simulating a particular precipitation event along the mei-yu front on 4-6 July 2003 in eastern China. Due to the multi-scale character of th... 相似文献
4.
初始扰动对一次华南暴雨预报的影响的研究 总被引：2，自引：1，他引：1
本文选取了2006年华南前汛期的一次暴雨过程, 采用AREMv2.3中尺度数值模式进行数值模拟, 分别在模式初始场的物理量场 (温度场、 风场、 湿度场) 上加扰动, 分析不同物理量场上的扰动对降水预报的影响, 以及物理量预报误差和扰动能量的增长情况。同时, 通过本个例讨论误差增长与湿对流的关系, 扰动振幅对误差增长的影响和华南区域的中尺度降水的可预报性问题。数值试验结果表明: 初始时刻不同物理量场加实际振幅的正态分布的随机扰动时, 对降水的影响是不同的。对于24小时降水预报, 温度场对降水的影响最大。误差的增长与湿对流不稳定有着密切的关系。小尺度小振幅误差增长很快, 而且是非线性增长。这意味着短期的较小尺度降水的可预报性很小。与大振幅扰动相比, 小振幅扰动造成的误差较小。但是小振幅扰动的迅速发展, 很快就会对降水预报造成较大的影响。因此, 只能有限地提高预报质量, 而且由于扰动非线性增长很快, 在预报时间的提前上, 不会有太大的改善。 相似文献
5.
在增长模繁殖法(Breeding of the Growing Mode,BGM)的动态繁殖过程中,尺度化因子的选择极为关键。利用WRF(Weather Research and Forecasting)模式,在分析飑线系统数值模拟误差增长机制的基础上,根据飑线发展过程中湿对流区域误差更容易快速增长的特点,提出了一种根据湿对流区域时空分布调整的BGM初始扰动改进方案。该方案通过在动态繁殖过程中对小扰动的水平结构进行调整,加强湿对流区域扰动,捕获到增长最快方向上的小扰动并将其作为初始扰动。试验结果表明:根据降水量调整的改进方案相比其他方案扰动能量较大,各集合成员之间差异也较大,集合平均预报误差较小;对强降水范围的模拟相对理想,暴雨的降水评分较高;对风廓线及水汽场的预报更接近于实况,较好地改善了集合预报效果。 相似文献
6.
7.
近二十年来暴雨和强对流可预报性研究进展 总被引：1，自引：0，他引：1
大气可预报性研究是开展天气、气候预测的基础科学问题。全球变暖背景下,近年暴雨和强对流等中小尺度灾害性天气频发,如何深入认识其可预报性问题成为了天气领域研究热点,也是制约数值天气预报模式能力提升的重要因素。本文在简要回顾国内外大气可预报性研究历程的基础上,重点对近二十年（1999～2018）国际上关于暴雨和强对流可预报性方面的最新研究进展进行了系统的综述和归纳。主要包括:中小尺度可预报性研究的主要方法和评估手段及其与传统大尺度天气可预报性研究的差异,初始误差增长机制的几种主要观点及其争论（误差升尺度、误差降尺度、升降尺度并存）,数值模式误差和对流环境误差对实际预报性的影响,以及最近的中尺度可预报性科学观测试验进展等。最后,对暴雨、强对流可预报性研究存在的问题、未来发展方向进行了简要的讨论和展望。 相似文献
8.
《Atmospheric Research》2010,95(4):715-725
Flash floods are associated with highly localized convective storms producing heavy rainfall. Quantitative precipitation forecasting of such storms will potentially benefit from explicit representations of deep moist convection in numerical weather prediction models. However, explicit representation of moist convection is still not viable in operational mesoscale models, which rely on convective parameterizations for issuing short to medium-range forecasts. In this study we evaluate a technique that uses regional Cloud-to-Ground (CG) lightning observations to define areas of deep moist convection in thunderstorms and adjust the model-generated precipitation fields in those regions. The study focuses on a major flash flood inducing storm in central Europe (23 August 2005) that was simulated with the aid of an operational weather forecasting system (POSEIDON system based on Eta/NCEP model). The performance of the technique is assessed using as reference distributed rainfall estimates from a network of radar observations. The results indicate that CG lightning data can offer sufficient information to increase the mesoscale model skill in reproducing local convective precipitation that leads to flash floods. The model error correction is shown to be proportional to the density of lightning occurrence, making the technique potentially suitable for operational forecasting of flash flood inducing thunderstorms. 相似文献
9.
The mesoscale moist adjoint sensitivities related to the initiation of
mesoscale convective systems (MCSs) are evaluated for a mei-yu heavy
rainfall event. The sensitivities were calculated on a realistic background
gained from a four-dimensional variational data assimilation of
precipitation experiment to make the sensitivity computation possible and
reasonable within a strong moist convective event at the mesoscale. The
results show that the computed sensitivities at the mesoscale were capable
of capturing the factors affecting MCS initiation. The sensitivities to the
initial temperature and moisture are enhanced greatly by diabatic processes,
especially at lower levels, and these sensitivities are much larger than
those stemming from the horizontal winds, which implies that initiation of
MCSs is more sensitive to low-level temperature and moisture perturbations
rather than the horizontal winds. Moreover, concentration of sensitivities
at low levels reflects the characteristics of the mei-yu front. The results
provide some hints about how to improve quantitative precipitation forecasts
of mei-yu heavy rainfall, such as by conducting mesoscale targetted
observations via the adjoint-based method to reduce the low-level errors in
the initial temperature and moisture. 相似文献
10.
积云对流参数化对一交梅雨锋暴雨过程影响的模拟检验 总被引：12，自引：10，他引：2
应用１９８８年版日本谱模式ＪＳＭ,对比分析了Ａｒａｋａｗａ－Ｓｃｋａｗａ－Ｓｃｈｕｂｅｒｔ、Ｋａｉｎ－Ｆｒｉｔｓｃｈ、ＫｕｏＡｎｔｈｅｓ和Ｇａｄｄ－Ｋｅｅｒｓ等几种积云对流参数化方案在梅雨锋暴雨对流系统模拟中的表现。 相似文献
11.
Impact of 4DVAR assimilation of rainfall data on the simulation of mesoscale precipitation systems in a mei-yu heavy rainfall event 总被引：1，自引：0，他引：1
The multi-scale weather systems associated with a mei-yu front and the corresponding heavy precipitation during a particular heavy rainfall event that occurred on 4 5 July 2003 in east China were successfully simulated through rainfall assimilation using the PSU/NCAR non-hydrostatic, mesoscale, numerical model （MM5） and its four-dimensional, variational, data assimilation （4DVAR） system. For this case, the improvement of the process via the 4DVAR rainfall assimilation into the simulation of mesoscale precipitation systems is investigated. With the rainfall assimilation, the convection is triggered at the right location and time, and the evolution and spatial distribution of the mesoscale convective systems （MCSs） are also more correctly simulated. Through the interactions between MCSs and the weather systems at different scales, including the low-level jet and mei-yu front, the simulation of the entire mei-yu weather system is significantly improved, both during the data assimilation window and the subsequent 12-h period. The results suggest that the rainfall assimilation first provides positive impact at the convective scale and the influences are then propagated upscale to the meso- and sub-synoptic scales.
Through a set of sensitive experiments designed to evaluate the impact of different initial variables on the simulation of mei-yu heavy rainfall, it was found that the moisture field and meridional wind had the strongest effect during the convection initialization stage, however, after the convection was fully triggered, all of the variables at the initial condition seemed to have comparable importance. 相似文献
Through a set of sensitive experiments designed to evaluate the impact of different initial variables on the simulation of mei-yu heavy rainfall, it was found that the moisture field and meridional wind had the strongest effect during the convection initialization stage, however, after the convection was fully triggered, all of the variables at the initial condition seemed to have comparable importance. 相似文献
12.
利用湖南省常规气象观测资料、区域自动站资料、NCEP再分析资料、常德多普勒雷达资料,分析2016年8月8—15日在多个东风波倒槽接力影响下,湘北地区反复出现的极端暴雨天气的中尺度特征,并利用WRF-ARW中尺度数值模式,对8月10—11日湘北地区极端暴雨过程进行数值模拟和地形敏感性试验。结果表明:(1)1604号台风在广东深圳登陆后沿西北路径移动和1605号台风在西北太平洋向北移动后,副热带高压快速西伸控制华东及沿海地区,其底部的东风波扰动为极端暴雨提供了环流背景;(2)近地面不均匀加热为东风波槽附近强对流提供了充足的热力不稳定条件,地面中尺度辐合线为对流的触发和加强起到重要作用;(3)东风波槽带来的边界层暖湿气流在武陵山东侧激发深厚中尺度涡旋,是极端暴雨形成的主要原因;(4)地形敏感性试验进一步验证了东风波暖湿气流在武陵山脉地形抬升和阻挡作用下,在迎风坡上游地区形成气旋性辐合导致暴雨增幅。 相似文献
13.
Xiaoran ZHUANG Jinzhong MIN Liu ZHANG Shizhang WANG Naigeng WU Haonan ZHU 《大气科学进展》2020,37(8):893-911
This study investigated the regime-dependent predictability using convective-scale ensemble forecasts initialized with different initial condition perturbations in the Yangtze and Huai River basin(YHRB) of East China. The scale-dependent error growth(ensemble variability) and associated impact on precipitation forecasts(precipitation uncertainties) were quantitatively explored for 13 warm-season convective events that were categorized in terms of strong forcing and weak forcing. The forecast error growth in the strong-forcing regime shows a stepwise increase with increasing spatial scale,while the error growth shows a larger temporal variability with an afternoon peak appearing at smaller scales under weak forcing. This leads to the dissimilarity of precipitation uncertainty and shows a strong correlation between error growth and precipitation across spatial scales. The lateral boundary condition errors exert a quasi-linear increase on error growth with time at the larger scale, suggesting that the large-scale flow could govern the magnitude of error growth and associated precipitation uncertainties, especially for the strong-forcing regime. Further comparisons between scale-based initial error sensitivity experiments show evident scale interaction including upscale transfer of small-scale errors and downscale cascade of larger-scale errors. Specifically, small-scale errors are found to be more sensitive in the weak-forcing regime than those under strong forcing. Meanwhile, larger-scale initial errors are responsible for the error growth after 4 h and produce the precipitation uncertainties at the meso-β-scale. Consequently, these results can be used to explain underdispersion issues in convective-scale ensemble forecasts and provide feedback for ensemble design over the YHRB. 相似文献
14.
Regional variability of convection over northern India during the pre-monsoon season 总被引：1，自引：0，他引：1
In general, the overall differences in activity and timing of convection are a result of the influence of large-scale regional and synoptic flow patterns on the local mesoscale environment. The linkage between the space?Ctime variability of observed clouds and rainfall, with large-scale circulation patterns and mesoscale variables over north India during the pre-monsoon season (March to May) is the focus of this paper. We use harmonic analysis to identify the first hour of rainfall for 42 stations spread over the north Indian region during the pre-monsoon summer season (March to May), from 1980 to 2000. The variability is observed to be systematic, with large regions having similar timing for occurrence of rainfall. The stations located in the foothills of the Himalayas have a late night to early morning maximum of first hour rainfall. In the northwestern plains, the first hour of rainfall mostly starts in the early afternoon to evening hours. Further eastward, the rainfall occurs in the late evening hours. Overall, there is a gradient in the occurrence of first rainfall events from late afternoon hours in the southern sections of the north Indian region to nocturnal maxima in the higher altitude regions. Five of these stations, located in different regions of homogenous timing of rainfall occurrence, were selected to analyze in detail the variable trigger for convection. Our results indicate that convective episodes occur mostly in association with the passage of westerly troughs over this region. These upper atmosphere troughs enable moisture to flow from the surrounding oceanic regions to the dry inland regions and also provide some dynamic support to the episodes of convection. However, the actual occurrence of convection is triggered by local factors, giving rise to the mesoscale structure of the weather systems during this season. Specifically, over the plains of northwest India, convection is triggered in a moistened environment by diurnal solar heating. The late night to early morning convection over the foothills is triggered by the orography, when the moistened airflow is normally incident on the mountain slopes. Further eastward, the primary trigger for localized moist convection is downdrafts from south-eastward propagating convective systems that originate at a north?Csouth dry line over north India. These systems propagate with a speed of about 15?m?s?1. The above results are supported by geostationary satellite brightness temperature data for March to May 2008. 相似文献
15.
Shouting Gao Zhemin Tan Sixiong Zhao Zhexian Luo Hancheng Lu Donghai Wang Chunguang Cui Xiaopeng Cui Jianhua Sun 《大气科学进展》2015,32(2):192-205
Progress over the past decade in understanding moisture-driven dynamics and torrential rain storms in China is reviewed in this paper. First, advances in incorporating moisture effects more realistically into theory are described, including the development of a new parameter, generalized moist potential vorticity(GMPV) and an improved moist ageostrophic Q vector(Qum). Advances in vorticity dynamics are also described, including the adoption of a "parcel dynamic" approach to investigate the development of the vertical vorticity of an air parcel; a novel theory of slantwise vorticity development, proposed because vorticity develops easily near steep isentropic surfaces; and the development of the convective vorticity vector(CVV)as an effective new tool. The significant progress in both frontal dynamics and wave dynamics is also summarized, including the geostrophic adjustment of initial unbalanced flow and the dual role of boundary layer friction in frontogenesis, as well as the interaction between topography and fronts, which indicate that topographic perturbations alter both frontogenesis and frontal structure. For atmospheric vortices, mixed wave/vortex dynamics has been extended to explain the propagation of spiral rainbands and the development of dynamical instability in tropical cyclones. Finally, we review wave and basic flow interaction in torrential rainfall, for which it was necessary to extend existing theory from large-scale flows to mesoscale fields, enriching our knowledge of mesoscale atmospheric dynamics. 相似文献
16.
This study investigated the predictability of a squall line associated with a quasi-stationary front on 23 April 2007 in South China through deterministic and probabilistic forecasts. Our results show that the squall-line simulation was very sensitive to model error from horizontal resolution and uncertainties in physical parameterization schemes. At least a 10-km grid size was necessary to decently capture this squall line. The simulated squall line with a grid size of 4.5 km was most sensitive to long-wave radiation parameterization schemes relative to other physical schemes such as microphysics and planetary boundary layer. For a grid size from 20 to 5 km, a cumulus parameterization scheme degraded the squall-line simulation (relative to turning it off), with a more severe degradation to grid size <10 km than >10 km. The sensitivity of the squall-line simulation to initial error was investigated through ensemble forecast. The performance of the ensemble simulation of the squall line was very sensitive to the initial error. Approximately 15% of the ensemble members decently captured the evolution of the squall line, 25% failed, and 60% dislocated the squall line. Using different combinations of physical parameterization schemes for different members can improve the probabilistic forecast. The lead time of this case was only a few hours. Error growth was clearly associated with moist convection development. A linear improvement in the performance of the squall line simulation was observed when the initial error was decreased gradually, with the largest contribution from initial moisture field. 相似文献
17.
利用2008年6月广西致洪暴雨过程高分辨率数值模式资料,分析引起暴雨的中尺度涡旋在移动和持续性发展过程中其内部结构的演变以及系统的动力学特征。研究结果表明,中尺度涡旋是导致此次广西暴雨的主要系统,其发展移动过程中伴随有强烈上升运动的深厚湿对流,并在中高层持续形成明显的暖心结构。此次涡旋系统移动过程可分为涡旋南移和涡旋东移两个阶段,由于受到环境场的影响,涡旋中心区域动量、热量和水汽的再分配为其持续性发展提供有利条件。同时诊断分析表明,涡旋内部存在具有继发特征的长时间维持的组织化深厚湿对流系统,以强非地转分量为特征的超地转流,并表现出涡散运动共存且同量级的特征,具有典型的准平衡特征。 相似文献
18.
Peng WEI Xin XU Ming XUE Chenyue ZHANG Yuan WANG Kun ZHAO Ang ZHOU Shushi ZHANG Kefeng ZHU 《大气科学进展》2023,40(3):337-349
An extremely heavy rainfall event occurred in Zhengzhou, China, on 20 July 2021 and produced an hourly rainfall rate of 201.9 mm, which broke the station record for mainland China. Based on radar observations and a convection-permitting simulation using the WRF-ARW model, this paper investigates the multiscale processes, especially those at the mesoscale,that support the extreme observed hourly rainfall. Results show that the extreme rainfall occurred in an environment characteristic of warm-sec... 相似文献
19.
资料同化中二维特征长度随模式分辨率变化的分析研究 总被引：3，自引：0，他引：3
特征长度是资料同化中的重要参量,决定了观测信息在空间的传递特征,而特征长度随模式水平分辨率增减而变化的特点与背景误差湍流功率谱分布特点密切相关。通过对不同来源实际资料计算获得的特征长度数据分析和对理想数据数值试验分析,结果表明随着模式分辨率的提高,特征长度会按照二次根的规律递减。特征长度的这种变化由背景误差湍流功率谱,特别是与次天气尺度（20～60波）到中尺度波（大于60波）的湍流功率谱斜率特征决定。当湍流功率谱斜率从-5/3变化到-4时,特征长度随模式分辨率变化的敏感性降低。作者估计出的温度场的实际背景误差湍流功率谱斜率在次天气尺度到中尺度大约在-2.8左右。对特征长度的估计除传统方法外,可以根据背景误差的湍流功率谱斜率特征来更方便地给出,该方法可作为传统方法的补充来匹配应用。 相似文献
20.
用线性模型讨论了对流和加热对重力惯性波的激发，分别讨论了初始垂直速度扰动和初始位温扰动及大气内部加热在静态层结大气中激发的重力惯性波，及重力惯性波过程引起的大气温压场的变化。得到的结果可以帮助理解中小尺度系统的发生发展，对流过程与环境大气的相互作用。 相似文献