共查询到20条相似文献，搜索用时 687 毫秒
1.
In this study,the ability of the Weather Research and Forecasting(WRF)model to generate accurate near-surface wind speed forecasts at kilometer-to subkilometer-scale resolution along race tracks(RTs)in Chongli during the wintertime is evaluated.The performance of two postprocessing methods,including the decaying-averaging(DA)and analogy-based(AN)methods,is tested to calibrate the near-surface wind speed forecasts.It is found that great uncertainties exist in the model’s raw forecasts of the near-surface wind speed in Chongli.Improvement of the forecast accuracy due to refinement of the horizontal resolution from kilometer to subkilometer scale is limited and not systematic.The RT sites tend to have large bias and centered root mean square error(CRMSE)values and also exhibit notable underestimation of high-wind speeds,notable overestimation or underestimation of the near-surface wind speed at high altitudes,and notable underestimation during daytime.These problems are not resolved by increasing the horizontal resolution and are even exacerbated,which leads to great challenges in the accurate forecasting of the near-surface wind speed in the competition areas in Chongli.The application of postprocessing methods can greatly improve the forecast accuracy of near-surface wind speed.Both methods used in this study have comparable abilities in reducing the(positive or negative)bias,while the AN method is also capable of decreasing the random error reflected by CRMSE.In particular,the large biases for high-wind speeds,wind speeds at high-altitude stations,and wind speeds during the daytime at RT stations can be evidently reduced. 相似文献
2.
We use the Wind Farm Parameterization(WFP) scheme coupled with the Weather Research and Forecasting model under multiple resolution regimes to simulate turbulent wake dynamics generated by a real onshore wind farm and their influence at the local meteorological scale. The model outputs are compared with earlier modeling and observation studies. It is found that higher vertical and horizontal resolutions have great impacts on the simulated wake flow dynamics. The corresponding wind speed deficit and turbulent kinetic energy results match well with previous studies. In addition, the effect of horizontal resolution on near-surface meteorology is significantly higher than that of vertical resolution. The wake flow field extends from the start of the wind farm to downstream within 10 km, where the wind speed deficit may exceed 4%. For a height of 150 m or at a distance of about 25 km downstream, the wind speed deficit is around 2%. This indicates that, at a distance of more than 25 km downstream, the impact of the wind turbines can be ignored. Analysis of near-surface meteorology indicates a night and early morning warming near the surface, and increase in near-surface water vapor mixing ratio with decreasing surface sensible and latent heat fluxes. During daytime, a slight cooling near the surface and decrease in the near-surface water vapor mixing ratio with increasing surface sensible and latent heat fluxes is noticed over the wind farm area. 相似文献
3.
A three-dimensional numerical model has been used to assess the effects of vertical stability and wind shear on the nature and form of meso-scale cellular convection (MCC). The model was shown to be capable of simulating a real occasion of MCC before it was used in idealised cases. These cases revealed different regimes in MCC: open cells, longitudinal bands and closed cells/transverse bands. Open cells were favoured by the existence of instability in the surface layer and a lack of wind shear in the Ekman layer. Longitudinal bands were favoured by similar conditions in the surface layer plus wind shear in the Ekman layer. A near-neutral surface layer favoured the occurrence of closed cells/transverse bands. The depth of convection in the longitudinal bands was a function of the stability in both the surface and Ekman layers and of the wind shear in the Ekman layer. The regimes are related to the instability and shear through bulk Richardson numbers in the surface and Ekman layers. 相似文献
4.
我国西南地区一次暴雨过程特征及成因 总被引：2，自引：1，他引：1
利用卫星云图、多普勒天气雷达资料和高空风等各种天气学资料,对2009年6月8—9日广西、贵州、以及和湖南交界地带的一次暴雨过程进行了综合分析。结果表明,暴雨是由中尺度对流复合体东移、β中尺度强对流云团发展、以及二者合并造成的;地面α中尺度低压带配合α中尺度纬向切变线的生成,为中尺度对流复合体（mesoscale convective complex,MCC）的东移发展、β中尺度强对流云团的发展、以及二者的合并创造了有利条件;地面能量比低值舌的活动是MCC和β中尺度强对流云团生成和发展的触发机制之一;在多普勒雷达径向速度图上,MCC的生成和发展,伴随西南低空急流的建立和维持,大范围的逆风区的生成;MCC的消亡,伴随西南低空急流的减弱和消失,对应西北气流建立和东扩。MCC发展期和β中尺度强对流云团发展期、MCC消散期和β中尺度强对流云团消散期的涡度收支以及视热源和视水汽汇有很大的不同。 相似文献
5.
Haixia Duan Yaohui Li Tiejun Zhang Zhaoxia Pu Cailing Zhao Yuanpu Liu 《Acta Meteorologica Sinica》2018,32(3):469-490
This study investigated the performance of the mesoscale Weather Research and Forecasting (WRF) model in predicting near-surface atmospheric temperature and wind for a complex underlying surface in Northwest China in June and December 2015. The spatial distribution of the monthly average bias errors in the forecasts of 2-m temperature and 10-m wind speed is analyzed first. It is found that the forecast errors for 2-m temperature and 10-m wind speed in June are strongly correlated with the terrain distribution. However, this type of correlation is not apparent in December, perhaps due to the inaccurate specification of the surface albedo and freezing–thawing process of frozen soil in winter in Northwest China in the WRF model. In addition, the WRF model is able to reproduce the diurnal variation in 2-m temperature and 10-m wind speed, although with weakened magnitude. Elevations and land-use types have strong influences on the forecast of near-surface variables with seasonal variations. The overall results imply that accurate specification of the complex underlying surface and seasonal changes in land cover is necessary for improving near-surface forecasts over Northwest China. 相似文献
6.
Modeling the impact of urbanization on the local and regional climate in Yangtze River Delta, China 总被引：7，自引：3，他引：4
Ning Zhang Zhiqiu Gao Xuemei Wang Yan Chen 《Theoretical and Applied Climatology》2010,102(3-4):331-342
The Yangtze River Delta Economic Belt is one of the most active and developed areas in China and has experienced quick urbanization with fast economic development. The weather research and forecasting model (WRF), with a single-layer urban canopy parameterization scheme, is used to simulate the influence of urbanization on climate at local and regional scales in this area. The months January and July, over a 5-year period (2003–2007), were selected to represent the winter and summer climate. Two simulation scenarios were designed to investigate the impacts of urbanization: (1) no urban areas and (2) urban land cover determined by MODIS satellite observations in 2005. Simulated near-surface temperature, wind speed and specific humidity agree well with the corresponding measurements. By comparing the simulations of the two scenarios, differences in near-surface temperature, wind speed and precipitation were quantified. The conversion of rural land (mostly irrigation cropland) to urban land cover results in significant changes to near-surface temperature, humidity, wind speed and precipitation. The mean near-surface temperature in urbanized areas increases on average by 0.45?±?0.43°C in winter and 1.9?±?0.55°C in summer; the diurnal temperature range in urbanized areas decreases on average by 0.13?±?0.73°C in winter and 0.55?±?0.84°C in summer. Precipitation increases about 15% over urban or leeward areas in summer and changes slightly in winter. The urbanization impact in summer is stronger and covers a larger area than that in winter due to the regional east-Asian monsoon climate characterized by warm, wet summers and cool, dry winters. 相似文献
7.
淮河流域一次MCC的环境流场及动力分析 总被引：1，自引：1，他引：0
利用卫星云图和高空风等各种天气学资料,对2006年7月2日淮河流域发生的一次中尺度对流复合体(MCC)和淮河流域暴雨天气过程进行了大尺度环境场和物理量的诊断分析。结果表明:MCC是造成暴雨的直接影响系统,对流层中层来自北方的干侵入对MCC的生成发展起着重要作用;对流层低层华北冷空气的南下锋生、对流层中低层西南气流沿锋面爬升,为MCC的生成提供了触发机制;高低空急流耦合、天气尺度经向间接次级环流圈的形成,为MCC的生成、发展和维持提供了动力条件;对流层低层能量场特征、风速风向垂直切变特征、总指数及云图弓状回波后部干侵入区的变化等,对MCC的生成和发展有指示意义。 相似文献
8.
G. C. Efthimiou D. Hertwig S. Andronopoulos J. G. Bartzis O. Coceal 《Boundary-Layer Meteorology》2017,163(2):179-201
Wind fields in the atmospheric surface layer (ASL) are highly three-dimensional and characterized by strong spatial and temporal variability. For various applications such as wind-comfort assessments and structural design, an understanding of potentially hazardous wind extremes is important. Statistical models are designed to facilitate conclusions about the occurrence probability of wind speeds based on the knowledge of low-order flow statistics. Being particularly interested in the upper tail regions we show that the statistical behaviour of near-surface wind speeds is adequately represented by the Beta distribution. By using the properties of the Beta probability density function in combination with a model for estimating extreme values based on readily available turbulence statistics, it is demonstrated that this novel modelling approach reliably predicts the upper margins of encountered wind speeds. The model’s basic parameter is derived from three substantially different calibrating datasets of flow in the ASL originating from boundary-layer wind-tunnel measurements and direct numerical simulation. Evaluating the model based on independent field observations of near-surface wind speeds shows a high level of agreement between the statistically modelled horizontal wind speeds and measurements. The results show that, based on knowledge of only a few simple flow statistics (mean wind speed, wind-speed fluctuations and integral time scales), the occurrence probability of velocity magnitudes at arbitrary flow locations in the ASL can be estimated with a high degree of confidence. 相似文献
9.
利用MICAPS资料、多普勒天气雷达资料和NCEP资料等,对2013年7月25日黄土高原一次引发短时致洪暴雨MCC的特点及成因进行了分析。结果表明:300hPa天气尺度反气旋和500hPa天气尺度西南气流是MCC在对流层中上层的直接影响系统,700hPa α-中尺度横切变和850hPa副热带高压西侧α-中尺度低涡是MCC在对流层低层的直接影响系统;地面湿焓场低值舌的活动是MCC触发机制之一;地面湿焓场≥40℃高值中心区和MCC生成区相对应;MCC生成区在径向速度场上出现西南低空急流的生成和维持、逆风辐合区的生成和维持,低层辐合和高层强辐散的配置,为MCC的生成及暴雨的形成提供了动力条件;冷暖平流的配置也为MCC生成和东移发展创造了有利条件;空间剖面图上看到的湿螺旋度高值带对MCC生成发展和东移具有指示意义。 相似文献
10.
Inanc Senocak Andrew S. Ackerman Michael P. Kirkpatrick David E. Stevens Nagi N. Mansour 《Boundary-Layer Meteorology》2007,124(3):405-424
In large-eddy simulations (LES) of the atmospheric boundary layer (ABL), near-surface models are often used to supplement
subgrid-scale (SGS) turbulent stresses when a major fraction of the energetic scales within the surface layer cannot be resolved
with the temporal and spatial resolution at hand. In this study, we investigate the performance of both dynamic and non-dynamic
eddy viscosity models coupled with near-surface models in simulations of a neutrally stratified ABL. Two near-surface models
that are commonly used in LES of the atmospheric boundary layer are considered. Additionally, a hybrid Reynolds- averaged/LES
eddy viscosity model is presented, which uses Prandtl’s mixing length model in the vicinity of the surface, and blends in
with the dynamic Smagorinsky model away from the surface. Present simulations show that significant portions of the modelled
turbulent stresses are generated by the near-surface models, and they play a dominant role in capturing the expected logarithmic
wind profile. Visualizations of the instantaneous vorticity field reveal that flow structures in the vicinity of the surface
depend on the choice of the near-surface model. Among the three near-surface models studied, the hybrid eddy viscosity model
gives the closest agreement with the logarithmic wind profile in the surface layer. It is also observed that high levels of
resolved turbulence stresses can be maintained with the so-called canopy stress model while producing good agreement with
the logarithmic wind profile. 相似文献
11.
A heavy rainfall event caused by a mesoscale convective system (MCS), which occurred over the Yellow River midstream area during 7–9 July 2016, was analyzed using observational, high-resolution satellite, NCEP/NCAR reanalysis, and numerical simulation data. This heavy rainfall event was caused by one mesoscale convective complex (MCC) and five MCSs successively. The MCC rainstorm occurred when southwesterly winds strengthened into a jet. The MCS rainstorms occurred when low-level wind fields weakened, but their easterly components in the lower and boundary layers increased continuously. Numerical analysis revealed that there were obvious differences between the MCC and MCS rainstorms, including their three-dimensional airflow structure, disturbances in wind fields and vapor distributions, and characteristics of energy conversion and propagation. Formation of the MCC was related to southerly conveyed water vapor and energy to the north, with obvious water vapor exchange between the free atmosphere and the boundary layer. Continuous regeneration and development of the MCSs mainly relied on maintenance of an upward extension of a positive water vapor disturbance. The MCC rainstorm was triggered by large range of convergent ascending motion caused by a southerly jet, and easterly disturbance within the boundary layer. While a southerly fluctuation and easterly disturbance in the boundary layer were important triggers of the MCS rainstorms. Maintenance and development of the MCC and MCSs were linked to secondary circulation, resulting from convergence of Ekman non-equilibrium flow in the boundary layer. Both intensity and motion of the convergence centers in MCC and MCS cases were different. Clearly, sub-synoptic scale systems in the middle troposphere played a leading role in determining precipitation distribution during this event. Although mesoscale systems triggered by the sub-synoptic scale system induced the heavy rainfall, small-scale disturbances within the boundary layer determined its intensity and location. 相似文献
12.
13.
Do-Yong Kim Jin-Young Kim Jae-Jin Kim 《Asia-Pacific Journal of Atmospheric Sciences》2012,48(4):449-456
Wind speed is an important meteorological variable for various scientific communities. In this study, numerical mesoscale simulations were performed over the Republic of Korea in 2006, to produce wind information distributed homogeneously with space. Then, an attempt was made to statistically correct the simulated nearsurface wind speed using remotely sensed surface observations. The weak wind season (WWS, from May to October) and strong wind season (SWS, from November to April) were classified on the basis of the annual mean wind speed. Although the spatial features and monthly variation pattern of the near-surface wind speed were reasonably simulated in the Weather Research and Forecasting (WRF) model, the simulations overestimated the observed values. To correct the simulated wind speeds, a regression-based statistical algorithm with different constants and coefficients for WWS and SWS was developed using match-up datasets of wind observations and satellitederived variables (land surface temperature and normalized difference water index). The corrected wind speeds showed reasonable performance for both WWS and SWS with respect to observed values. The monthly variation in the corrected wind speeds over the Republic of Korea also matched better with observations throughout the year, within a monthly bias range of approximately ± 0.2 m s?1. The proposed algorithm using remotely sensed surface observations may be useful for correcting simulated near-surface wind speeds and improving the accuracy of wind assessments over the Republic of Korea. 相似文献
14.
沿海地区受风的影响较大,不仅受大尺度季风的影响还受到中小尺度局地风的影响,利用WRF模式从参数化组合方案、土地利用数据、水平网格精度以及耦合UCM四个方面对青岛沿海地区近地面风进行了模拟和比较。结果表明,微物理方案和边界层方案对研究区近地面风的影响较大,WSM3 + YSU + Revised MM5 Monin-Obukhov + KF的参数化组合方案对研究区的模拟效果较好,相关系数在0.50~0.75之间,均方根误差在1.44~1.61之间。LUCC2015和TM2015土地利用数据能够更好地反映研究区的土地利用类型的分布特征,两者的模拟效果优于MODIS2001和MODIS2013。随着水平分辨率的提高,对地形刻画越精准,模拟效果越好,并且WRF+UCM方案能显著降低城市地区近地面风速,优化模拟结果。沿海地区近地面风的影响因素较为复杂,考虑模式的参数化方案组合、土地利用数据、地形和城市等多种因素,以期为沿海地区近地面风的模拟提供依据。 相似文献
15.
李永军 《高原山地气象研究》2020,40(2):43-48
利用地面气象观测资料、雷达卫星资料和FNL再分析资料,对2018年6月22日攀西地区南部的一次暴雨天气过程进行分析。结果表明:本次暴雨天气过程由MCC导致,低层的辐合区和高层的南亚高压脊线是产生暴雨的主要影响天气系统;MCC发生于弱环境风场条件下的高能高温高湿环境中,但对垂直风切变的要求较低;MCC生成发展区域中低层温度和露点较周边区域高,MCC区域大气表现出明显的低层辐合,高层辐散,辐合(散)成熟阶段较发展阶段强。 相似文献
16.
The effects of sea-surface waves and ocean spray on the marine atmospheric boundary layer(MABL) at different wind speeds and wave ages were investigated. An MABL model was developed that introduces a wave-induced component and spray force to the total surface stress. The theoretical model solution was determined assuming the eddy viscosity coefficient varied linearly with height above the sea surface. The wave-induced component was evaluated using a directional wave spectrum and growth rate. Spray force was described using interactions between ocean-spray droplets and wind-velocity shear. Wind profiles and sea-surface drag coefficients were calculated for low to high wind speeds for wind-generated sea at different wave ages to examine surface-wave and ocean-spray effects on MABL momentum distribution. The theoretical solutions were compared with model solutions neglecting wave-induced stress and/or spray stress. Surface waves strongly affected near-surface wind profiles and sea-surface drag coefficients at low to moderate wind speeds. Drag coefficients and near-surface wind speeds were lower for young than for old waves. At high wind speeds, ocean-spray droplets produced by wind-tearing breaking-wave crests affected the MABL strongly in comparison with surface waves, implying that wave age affects the MABL only negligibly. Low drag coefficients at high wind caused by ocean-spray production increased turbulent stress in the sea-spray generation layer, accelerating near-sea-surface wind. Comparing the analytical drag coefficient values with laboratory measurements and field observations indicated that surface waves and ocean spray significantly affect the MABL at different wind speeds and wave ages. 相似文献
17.
杨兴华 《沙漠与绿洲气象(新疆气象)》2012,6(5):67-72
风蚀起沙对生态环境、人类健康及社会经济等具有很大的负面效应。利用美国Sensit公司生产的H11-LIN型风蚀传感器及贴地层风速梯度探测仪,对塔克拉玛干沙漠腹地塔中地区一次风蚀起沙过程进行了监测。结果表明：（1）风蚀起沙与微气象是一个互相影响互相制约的变化过程;（2）在此次观测试验过程中,我们观测到的最小起沙风速为6.0 m/s左右,同时发现起沙风速是一个变化的值,随着时间的延续呈现逐步增大的趋势,最小的起沙风速出现在风蚀开始发生的时候;（3）近地表风速廓线受沙粒运动影响明显,随着起沙量的增加,风速随高度变化的幅度增大,此时的风速廓线已不再遵循对数分布规律;（4）利用风蚀传感器测得塔中地区沙粒的临界起动摩擦速度为0.25 m/s,该值与经验公式估算的0.24 m/s非常接近,表明风蚀传感器在塔中地区具有较好的适用性;夏季塔中地区地表土壤湿度对风蚀起沙的阻碍作用可以忽略不计。 ? 相似文献
18.
Potential climate change impact on wind energy resources in northern Europe: analyses using a regional climate model 总被引：7，自引：0，他引：7
There is considerable interest in the potential impact of climate change on the feasibility and predictability of renewable
energy sources including wind energy. This paper presents dynamically downscaled near-surface wind fields and examines the
impact of climate change on near-surface flow and hence wind energy density across northern Europe. It is shown that: Simulated
wind fields from the Rossby Centre coupled Regional Climate Model (RCM) (RCAO) with boundary conditions derived from ECHAM4/OPYC3
AOGCM and the HadAM3H atmosphere-only GCM exhibit reasonable and realistic features as documented in reanalysis data products
during the control period (1961–1990). The near-surface wind speeds calculated for a climate change projection period of 2071–2100
are higher than during the control run for two IPCC emission scenarios (A2, B2) for simulations conducted using boundary conditions
from ECHAM4/OPYC3. The RCAO simulations conducted using boundary conditions from ECHAM4/OPYC3 indicate evidence for a small
increase in the annual wind energy resource over northern Europe between the control run and climate change projection period
and for more substantial increases in energy density during the winter season. However, the differences between the RCAO simulations
for the climate projection period and the control run are of similar magnitude to differences between the RCAO fields in the
control period and the NCEP/NCAR reanalysis data. Additionally, the simulations show a high degree of sensitivity to the boundary
conditions, and simulations conducted using boundary conditions from HadAM3H exhibit evidence of slight declines or no change
in wind speed and energy density between 1961–1990 and 2071–2100. Hence, the uncertainty of the projected wind changes is
relatively high. 相似文献
19.
北京冬季PM2.5重污染时段不同尺度环流形势及边界层结构分析 总被引：9，自引：5，他引：4
城市重霾污染事件的发生除排放源内在原因之外,气象条件是最直接的客观外因。本文以2013年2月21~28日北京地区典型细颗粒物(即PM2.5)重污染过程为例,基于颗粒物水平和垂直监测数据,常规及加密自动气象站数据和高时间分辨率风廓线数据,分析了重污染过程中不同尺度环流形势以及边界层结构的变化对细颗粒物重度污染形成、累积和消散的影响。结果表明:弱低压场或弱高压场控制下,局地西南风和东南风输送与北部山区偏北风在山前的汇聚,配合边界层低层顺时针方向的风切变,易发生大气中细颗粒物的爆发性增长;而均压场控制和近地层持续偏南气流输送,配合高层持续稳定的西北风,是污染长时间持续稳步增长的主因。此外,近地层低风速、高湿度和逆温的维持是区域霾污染爆发增长和长时间持续增长的关键气象因素。高压前部的系统性西北大风是污染得以驱散的直接外部动力。 相似文献
20.
通过对1996~2000年17个气象站风资料的分析和计算, 结合高空环流形势分析, 对塔克拉玛干沙漠近地面风场特征进行了研究, 并对风场特征与周边地区沙丘排列方向之间的关系进行了分析。研究表明:①塔克拉玛干沙漠近地面风场特征是在高空西风带的背景下, 经过青藏高原、天山山脉的动力分支和抬升等作用下形成的。冬季, 尼雅河以东盛行偏东风, 以西盛行偏西风; 夏季, 克里雅河以西地区盛行偏西北风和西风, 以东盛行东北风。②从东到西, 东北风系影响逐渐减弱而西北风系影响逐渐加强; 南北方向变化较为复杂。③除若羌地区外, 塔克拉玛干沙漠输沙势都小于200 VU, 属于低能风环境, 且以单峰或锐双峰为主。在区域分布上, 沙漠东部及中部强度较大, 西部及南部较小。④沙丘排列方向主要由主、次输沙方向的夹角及二者的输沙比率决定, 其走向与最大输沙总量垂直。 相似文献