基于智能计算的广西大风短临预报预警系统的产品检验

利用机器学习和人工智能技术研发了广西大风短临预报预警系统,该系统的产品与同期广西各地气象局发布的大风预警信号(以下简称“人工预警”)进行比较分析。结果表明:(1)按业务评分规定,大风预警系统在漏报率和命中率方面更优,人工预警在TS评分和空报率方面更优;(2)有效提前预警情况下,大风预警系统在大风蓝色、黄色预警和不分级预警中TS评分较高。基于对大风预警系统和人工预警的数量、TS评分和预警提前量的差异分析,广西大风短临预报预警系统的产品性能达到同期人工预警水平。     

Orographic effects on a conditionally unstable flow over an idealized three-dimensional mesoscale mountain

Summary Idealized numerical simulations using the Weather and Research Forecast (WRF) model indicate that three flow regimes, based on the moist Froude number, can be identified for a conditionally unstable, rotational, horizontally homogeneous, uniformly stratified flow over an idealized, three-dimensional, mesoscale mountain stretched spanwise to the impinging flow: (I) a quasi-stationary upslope convective system and an upstream-propagating convective system, (II) a quasi-stationary upslope convective system, and (III) a stationary upslope convective system and a quasi-stationary downstream convective system. Several major differences from a similar type of flow with no rotation over a two-dimensional mountain range are found. One important finding is that relatively strong mean flow produces a quasi-stationary mesoscale convective system (MCS) and maximum rainfall on the windward slope (upslope rain), instead of on the mountain peak or over the lee side.We found that the Coriolis force helps produce heavy upslope rainfall by making transition from flow-around the eastern part of the upslope to flow-over the western part of the upslope (transits to a higher flow regime) by deflecting the incident southerly flow to become east–southeasterly barrier winds. We found that the addition of the western flank of the arc-shaped mountain helps slow down the barrier wind from east and causes the maximum rainfall to move east of the windward slope. A lower-Froude number flow tends to produce a rainfall maximum near the concave region.Several other important facts can also be found in this study. The ratio of the maximum grid scale rainfall to the sub-grid scale rainfall increases when the moist Froude number increases. When the CAPE decreases, it is found that the upstream moist flow tends to shift to a higher Froude-number regime. Therefore, the Froude number cannot solely be used to define a moist flow regime when different CAPEs are considered. In another word, other parameters, such as CAPE, might play an important role in determining moist flow regimes.     

Variability in global land surface energy budgets during 1987–1988 simulated by an off-line land surface model

The International Satellite Land-Surface Climatology Project (ISLSCP) Initiative-I 1-degree 1987–1988 data were used to drive a land surface model (LSM) to simulate global surface energy budgets. Simulated surface heat fluxes show remarkable spatial variability and seem to capture well their annual and interannual variability. A shift of maximum evaporation across the equator is more closely related to the seasonal shifting of precipitation pattern than to surface radiation changes. The NCEP/NCAR reanalysis did not reflect this shift, presumably due to its dominant rainfall maximum in the Southern Hemisphere. To assess the “reliability” of these fields, both Global Soil Wetness Project (GSWP) and reanalysis were verified against observations, at two sites. Monthly mean ISLSCP forcing conditions agree fairly well with observations, but its precipitation is usually lower during spring and summer. Low summer GSWP evaporation may be due to low precipitation and incorrect specification of vegetation and soil conditions. The reanalysis had larger seasonal variability than GSWP and observations, and overestimated summer heat fluxes because of its large rainfall and surface radiation. Despite uncertainty in ISLSCP data, an LSM with a modest treatment of vegetation was able to capture reasonably well the seasonal variations in surface heat fluxes at global scales. With some caution, these types of simulations can be used as “pseudo-observations” to evaluate climate-model simulations and to investigate global energy budgets. For the next phase of ISLSCP data development, higher resolution data, which can reflect local heterogeneity of vegetation and soil characteristics, include more rain gauge data are highly desirable to improve model simulations.     

佛山市5月大暴雨特征分析与预报判据

对背景流场、触发条件、物理量等方面的分析表明,佛山市5月大暴雨的产生,深厚的热带暖湿气流起着决定作用,而南支槽、能量锋区、低层中间尺度辐合系统和中尺度辐合带上的小涡旋直接起着触发作用,文中结合12场大暴雨分析和值班经验,总结归纳出10条发生大暴雨的必要条件。     

广汉机场秋季降水低云预报

用编码法作降水低云预报.降水低云对飞机着陆影响很大,严重危及飞行安全.本文利用80年至89年9月、10月850hPa、700hPa、500hPa空中资料和本站的气象资料,根据多年预报经验,筛选出六个相关关系较好的因子,进行有序排列,利用六因子二八进位制关系进行编码预报降水低云.     

初夏北半球500hPa遥相关型特征及与我国降水的关系

对１９５１－１９９８年初夏５００ｈＰａ高度场作单点遥相关、并重点分析１９９１－１９９８年我国初夏旱涝与遥相关型的关系。结果显示;除１９９２年以外,初夏的大涝和大旱都与东亚太平洋型,黄河东亚型的异常有关,而１９９８年东北地区的涝还与异常强的ＷＡ型有关。     

东亚冬季风异常与全球大气环流变化 II.冬季风异常对全球热带海温变化的影响

作为冬季风研究系列中的第II部分,首先对第I部分中的强弱冬季风个例所对应的海温状况进行对比研究。然后,利用中国气象局的46年历史资料挑选出多个强弱冬季风个例进行合成分析,以进一步探讨个例分析中的一些主要结果。最后,引用奇异值分解方法来诊断分析冬季风异常对海温的影响。分析结果表明:冬季风异常不但造成了同期大尺度环流形势的差异,而且对后期环流和天气状况也有较大的影响;环流异常的持续性与海温异常的持续性密切相关,海温可能是维持这种持续异常的中介,它在冬夏季环流的隔季相关中起了重要的作用。     

TRP与Logit概率预报模式计算比较分析

本文分别利用TRP模式及Logit模式与MOS相结合的方法,对南京市的能见度及云量进行了24小时概率预报试验。通过对两种模式的比较分析,结果表明：Logit模式的拟合率比TRP模式的高,而在实际预报中,TRP模式的预报准确率高。同时,TRP模式的计算更为方便灵活。     

欧亚大陆桥(中国段)沿线气候特征与灾害区段划分研究

分析研究了欧亚大陆桥（中国段）沿线的气候特征与地理环境,影响和阻碍铁路运输的气象灾害;作了气象灾害区段划分,并提出铁路安全运输的气象保障与服务。