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利用云贵高原1961-2010年逐日地面观测资料和ERA-Interim 0.125°×0.125°再分析资料,根据昆明准静止锋（KQSF）的天气学特性,综合考虑热力场、动力场和锋面系统空间尺度等要素,开展昆明准静止锋锋线的客观判识研究。经过典型天气过程分析和气候资料统计的验证,客观判识方法是合理的。在用客观判识方法计算50年全部昆明准静止锋样本的基础上,统计分析了其时、空分布特征。这一客观判识方法为统一、客观、定量地描述昆明准静止锋的特征及其在气象业务中精细化和数值化的应用提供了途径。 相似文献
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The statistically ensured estimates of characteristics of temporal variability of wind speed and wind direction are obtained on the basis of observations carried out in 1996–2001 at the offshore fixed platform in the northwestern part of the Black Sea. The maximum values of monthly mean wind speed (more than 8 m/s) are registered in the cold half-year and the minimum ones (～4 m/s), in summer. The moderate winds of northern and southern directions dominate during the whole year. Using the Pearson’s chi-squared test, it is demonstrated that the wind speed follows the normal distribution law during the most part of observation period. The largest deviations from the normal law are timed to the periods of existence of intensive large-scale anomalies in the ocean-atmosphere system. A significant alternation of both synoptic and lower-frequency intramonthly wind speed fluctuations with typical periods of ～10–15 days is revealed. Their peak amplitude was registered in the fall and winter season of 1997/98, i.e., it was observed during the mature phase of one of the most intensive El Niños during the whole period of instrumental observations. At that time, the energy of intramonthly low-frequency wind speed fluctuations (～4 m2/s2) was equal to the energy of fluctuations within the synoptic range of the spectrum. 相似文献
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Dong-Hyuk Kim Hwa-Woon Lee Soon-Hwan Lee 《Asia-Pacific Journal of Atmospheric Sciences》2010,46(4):393-403
The wind distribution over the Korean Peninsula was analyzed using numerically optimized wind data to reduce the uncertainties in estimating the wind resources. The simulated data were validated by a comparison with surface wind observations and three statistical indexes. According to the simulated surface winds, mesoscale circulation, such as land-sea breeze and mountain-valley winds affect the wind characteristics of the hub height at coastal and inland regions. However, the prevailing winds are strongly associated with the synoptic forcing at the island and mountainous regions, not the regional circulation. On the other hand, the atmospheric stability definitely affects the strength of the daytime and nocturnal wind speed at a hub height. Overall, there was a significant difference between the numerical and logarithmic method to estimate the wind energy at hub height. Moreover, the discrepancy in the wind density estimated using the two methods becomes clear over inland and mountainous areas. 相似文献
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利用1997—2015年吉林省春夏期(4—7月)逐日气象站地面观测资料,以气温、气压、相对湿度、水汽压、风速为协变量,建立各站点逐日降水量的基于自组织映射神经网络(Self-Organizing Maps,SOM)的统计预测模型;分析吉林省春夏期的主要天气模态,研究逐日降水和天气模态之间的关系,并基于此关系提出逐日降水量的蒙特卡罗模拟方法。结果表明:SOM对天气模态的分型质量较好,邻近天气模态的累积概率分布较相似,距离较远的天气模态累计概率分布差异较大。各天气模态下无降水的概率与日降水量区间宽度的相关系数为-0. 94,显著性水平小于0. 01。基于降水量累积概率分布,20种天气模态被划分成4类,并与降水易发程度和逐日降水量完全对应。在此基础上,对吉林省24个站点逐日降水量进行蒙特卡罗模拟,并进行预测性能分析。平均绝对误差(Mean Absolute Error,MAE)和均方根误差(Root Mean Square Error,RM SE)的中位数分别为3. 12 mm和6. 13 mm,SBrier和Ssig分别为0. 06和0. 51,站点的逐日降水量预测性能整体较好。MAE和RMSE分布呈现东南大西北小,去除降水自然变异差异的影响,所有站点的误差都较小; SBrier和Ssig没有明显的空间分布特征。 相似文献
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Carried out is the statistical analysis of contemporary observed variations of air temperature and wind speed in the troposphere of the Northern Hemisphere based on the data on global surface air temperature for 1850–2013 obtained from the University of East Anglia Climate Research Unit (HadCRUT4) and NCEP/NCAR reanalysis (1948–2013). Revealed are the long-term trends of air temperature and wind speed at different constant-pressure levels. Established is the anticipatory role of the zonal atmospheric circulation in the long-term variability of air temperature in the lower troposphere averaged for the zone of 30°–70° N. According to the results of correlation analysis, in some areas of the Northern Hemisphere the contribution of the wind speed to air temperature variability makes up not less than 60%. 相似文献
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E. García-Bustamante J. F. González-Rouco J. Navarro E. Xoplaki J. Luterbacher P. A. Jiménez J. P. Montávez A. Hidalgo E. E. Lucio-Eceiza 《Climate Dynamics》2013,40(3-4):935-949
The wind power generated during winter months 1999–2003 at several wind farms in the northeastern Iberian Peninsula is investigated through the application of a statistical downscaling. This allows for an improved understanding of the wind power variability and its relationship to the large scale atmospheric circulation. It is found that 97 % of the variability of this non-climatic variable is connected to changes in the atmospheric circulation. The methodological uncertainty associated with multiple configurations of the statistical downscaling method replicates well the observed variability of the wind power, an indication of the robustness of the methodology to changes in the model set up. In addition, the use of the statistical model is extended out of the observational period providing an estimation of the long-term variability of wind power throughout the twentieth century. The extended wind power reconstruction shows large inter-annual and multidecadal variability. Alternative approaches to calibrate the empirical downscaling model using actual wind power observations have also been investigated. They involve the estimation of wind power changes from downscaled wind values and make use of several transfer functions based on the linearity between wind and wind energy. The performance of the latter approaches is similar to the direct downscaling of wind power and may allow wind power production estimations even in the absence of historical wind turbine records. These results can be of great interest for deriving medium/long term impact-oriented energy assessments, especially when wind power observations are missing as well as in the context of climate change scenarios. 相似文献
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Two types of analyses are used to investigate the synoptic wind-driven flushing of Tampa Bay in response to the El Niño-Southern Oscillation (ENSO) cycle from 1950 to 2007. Hourly sea level elevations from the St. Petersburg tide gauge, and wind speed and direction from three different sites around Tampa Bay are used for the study. The zonal (u) and meridional (v) wind components are rotated clockwise by 40° to obtain axial and co-axial components according to the layout of the bay. First, we use the subtidal observed water level as a proxy for mean tidal height to estimate the rate of volumetric bay outflow. Second, we use wavelet analysis to bandpass sea level and wind data in the time–frequency domain to isolate the synoptic sea level and surface wind variance. For both analyses the long-term monthly climatology is removed and we focus on the volumetric and wavelet variance anomalies. The overall correlation between the Oceanic Niño Index and volumetric analysis is small due to the seasonal dependence of the ENSO response. The mean monthly climatology between the synoptic wavelet variance of elevation and axial winds are in close agreement. During the winter, El Niño (La Niña) increases (decreases) the synoptic variability, but decreases (increases) it during the summer. The difference in winter El Niño/La Niña wavelet variances is about 20 % of the climatological value, meaning that ENSO can swing the synoptic flushing of the bay by 0.22 bay volumes per month. These changes in circulation associated with synoptic variability have the potential to impact mixing and transport within the bay. 相似文献
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O. I. Akhmetov M. I. Beloglazov Yu. V. Fedorenko 《Russian Meteorology and Hydrology》2010,35(5):327-332
According to results of observations at Apatity station in the end of summer-beginning of autumn of the year 2006, investigations
of aeroelectric characteristics of the surface layer of atmosphere for various meteorological conditions are carried out to
find out the spatial structure of atmospheric currents. Horizontal scales of aeroelectric heterogeneities at the wind speed
of 2–6 m/s are evaluated using statistical methods. It is shown that the distribution function of raindrop charges is constant
for one rain cloud during time interval of about 20 min, but can considerably vary from one cloud to another. 相似文献
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Genesis environments and characteristics of the severe tornado in the South Urals on August 29, 2014
A. V. Chernokulsky M. V. Kurgansky D. I. Zakharchenko I. I. Mokhov 《Russian Meteorology and Hydrology》2015,40(12):794-799
Considered are the formation conditions of the severe tornado in the South Urals (in the Republic of Bashkortostan) on August 29, 2014. It is noted that the tornado was associated with the supercell, and the synoptic conditions of its formation corresponded to the type 1 according to the classification proposed by A.I. Snitkovskii in 1987. Estimated are the tornado basic characteristics: the vortex funnel width is 150-200 m, and the maximum wind speed is 65 m/s. It is revealed that the tornado was of EF3 category following the enhanced Fujita scale. Proposed is the simple index of convective instability based on the data of ground-based observations for diagnosing the tornado genesis environments. 相似文献
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The effect of the high frequency (synoptic) variability of wind and heat fluxes upon the surface ocean off south-central Chile (west coast of South America) is investigated using a regional ocean model. We focus our analysis in austral summer, when the regional wind experiences significant day-to-day variability superimposed on a mean, upwelling favorable flow. To evaluate the nature and magnitude of these effects, we performed three identical simulations except for the surface forcing: the climatological run, with long-term monthly mean wind-stresses and heat fluxes; the wind-synoptic run, with daily wind stresses and climatological heat fluxes; and the full-synoptic run, with daily wind-stresses and daily fluxes. The mean currents and surface geostrophic EKE fields show no major differences between simulations, and agree well with those observed in this ocean area. Nevertheless, substantially more ageostrophic EKE is found in the simulations which include synoptic variability of wind-stresses, impacting the total surface EKE and diffusivities, particularly south of Punta Lavapie (37° S), where the lack of major currents implies low levels of geostrophic EKE. Summer mean SSTs are similar in all simulations and agree with observations, but SST variability along the coast is larger in the runs including wind-stress synoptic variability, suggesting a rather linear response of the ocean to cycles of southerly wind strengthening and relaxation. We found that coastal SST variability does not change significantly in the first tenths of kilometers from the shore when including daily heat fluxes, highlighting the prominent role of wind-driven upwelling cycles. In contrast, in the offshore region situated beyond the 50 km coastal strip, it is necessary to include synoptic variability in the heat fluxes to account for a realistic SST variability. 相似文献
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We characterise the long-term variability of European near-surface wind speeds using 142 years of data from the Twentieth Century Reanalysis (20CR), and consider the potential of such long-baseline climate data sets for wind energy applications. The low resolution of the 20CR would severely restrict its use on its own for wind farm site-screening. We therefore perform a simple statistical calibration to link it to the higher-resolution ERA-Interim data set (ERAI), such that the adjusted 20CR data has the same wind speed distribution at each location as ERAI during their common period. Using this corrected 20CR data set, wind speeds and variability are characterised in terms of the long-term mean, standard deviation and corresponding trends. Many regions of interest show extremely weak trends on century timescales, but contain large multidecadal variability. Since reanalyses such as ERAI are often used to provide the background climatology for wind farm site assessments, but contain only a few decades of data, our results can be used as a way of incorporating decadal-scale wind climate variability into such studies, allowing investment risks for wind farms to be reduced. 相似文献
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利用WRF模式分别对沿海及山地条件下风电场风速进行高分辨数值模拟,并对其误差特征进行分析,结果表明:1)WRF模式对复杂地形条件下的风速模拟性能良好,模拟值较好地体现天气尺度的周期变化;2)沿海及山地条件下模拟与观测的误差特征各不相同。模式静态数据未能显现沿海的小岛,并且低估了山地测风塔所在的海拔,导致沿海平均模拟风速偏大,山地平均模拟风速偏小;3)分析不同风向的归一化均方根误差,沿海陆风情况下,下垫面相对复杂,误差明显增大;沿海海风情况下,下垫面均一,误差明显减小;4)仅作单个风电场周边数百平方千米的模拟,采用一台12核的服务器进行WRF模式的并行计算可满足48 h短期预测的时效性。仅仅提高模拟的网格分辨率,并不一定能提升模拟的准确性。 相似文献
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The results of direct measurements of turbulent fluxes at Bellingshausen station (the Antarctic) in the summer of 2002, 2003, 2007, and 2009 are considered. The features of energy exchange are studied for these seasons. The interannual and intraseasonal variability of energy exchange characteristics is investigated. It is found that heat fluxes depend on the surface state and on the wind direction. Also, as a rule, they have a clear diurnal course with negative or near-zero values at night and with positive values in the daytime, when intensive convective fluxes are observed over open ground. The momentum flux is defined by the wind direction and wind speed and by stratification conditions. The main factors affecting energy exchange between the atmosphere and the surface in the Antarctic coastal zone are synoptic conditions and the surface state (snowless season duration and moss cover presence). 相似文献
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利用地面和梯度塔的风连续观测数据进行的频谱分析已经开展很多,而受资料限制,高空风的频谱分析仍较欠缺。本文使用风廓线雷达获取的长时间序列连续测风数据,运用傅里叶变换的方法,计算了风的脉动谱密度。脉动谱能够反映不同频率的风速涨落对风动能的贡献。使用2012年4月江西宜春前汛期期间的高空风连续数据,结合地面降水资料进行了1 000～3 000 m高度区间的频谱分析,发现地处前汛期雨带上的宜春地区降水存在着两种不同时间周期的天气系统影响,脉动谱的分布表现出时间周期为5～7 d和2～3 d的峰值区。分别对两种不同时间周期的天气系统频谱进行了分析,并与平稳天气时的频谱进行比较。5～7 d周期峰区的脉动谱密度数值为2～3 d的4～5倍,脉动谱峰区在2 000～3 000 m高度上较强,峰值强度向下迅速降低;2～3 d周期的脉动谱峰区在低层比较明显,峰值强度较弱。风的脉动谱分布与地面降水的时间周期较为吻合。 相似文献
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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
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Temporal and spatial distribution characteristics of sea surface wind in Guangdong''s coastal areas were analyzed with data from four offshore observational stations between 2012 and 2015. The results are shown as follows: (1) The probability distribution of wind speed was basically consistent with Gaussian distribution characteristics; winds of Beaufort force 6 or higher were observed mainly in far offshore stations from October to March. (2) The probability distribution of wind direction was represented well by Weibull distribution. The deviation of wind direction of far station was relatively small for it was mainly controlled by monsoon over the South China Sea, while the near offshore station had a relatively large diurnal variation because of the influence of local synoptic systems such as sea-land breeze. (3) There were significant seasonal differences in wind speed and direction observed by different offshore observational stations. In strong wind seasons, the deviation of wind direction was relatively small while the deviation of wind speed was relatively large, and vice versa. In contrast with Class I station, the other three stations exhibited approximately normal distribution of wind direction and wind speed deviations. (4) Wind direction diurnal variation was moderate in windy periods, while it was obvious in relatively lower speed conditions. The deviation of wind speed in windy periods was generally greater because it was influenced by mesoscale weather systems for 10-20 h, and the influence was complicated, resulting in greater local differences in wind speed. 相似文献
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华北地区风速变化的分析 总被引：14，自引：1，他引：13
本文利用华北地区1957-2006年共计50a 104个气象观测站的实测风速,分析了该地区年平均风速的空间分布特征、逐年代变化特征、近50a来的变化趋势以及风速突变现象,研究表明,华北地区风速呈西北和东南地区偏大、东北一西南向风速偏小的分布特征;风速有减小趋势,大部分台站风速减小趋势达到了-0.2～-0.5(m·s-1)/10a;华北南部风速最先开始突变,西部次之,北部和中部没有检测到突变时间. 相似文献