Logistic判别模型在强降水预报中的应用

利用Logistiv判别模型进行强降水预报,并设计3种方案进行对比分析。方案1直接使用14个影响因子进行判别预报,受因子共线性作用及噪音信号影响,虽然拟合效果较好,但预报效果明显下降。方案2对14个影响因子进行主成分分析,利用前6个主成分建模,虽然拟合效果较方案1降低,但由于消除了因子共线性作用以及噪音信号影响,预报效果较方案1提高。方案3运用Bootstrap抽样技术得到符干样本并建模计算模型参数,打乱了原有时间序列中的波动,仪保留平稳信息,拟合自由度进一步降低,导致拟合效果较方案案2下降,但预报效果却是3种方案中最好且最稳定的。在上述研究基础上,利用欧洲中心数值预报模式的预报场资料,建立基于Logistic判别模型的强降水客观预报系统,并在中央气象台业务运行。2013和2014年连续两年汛期预报检验结果表明,概模型对强降水预报的TS评分高于数值模式本身,具有一定的业务参考价值。     

弱受迫作用下大气对流运动进入混沌的条件及分岔途径

Guckenheimer和Holmes针对弱受迫系统或如下的小参数受迫方程组     

Impact of reservoir operation and climate change on the hydrological regime of the Sesan and Srepok Rivers in the Lower Mekong Basin

The transboundary Sesan and Srepok sub-basins (2S) are the “hot-spot” areas for reservoir development in the Lower Mekong region, with 12 reservoirs built in the Vietnam territory. This study examines the impacts of reservoir operations in Vietnam and projected climate change on the downstream hydrologic regime of the 2S Rivers by jointly applying the Soil Water Assessment Tool (SWAT) and Water Evaluation and Planning (WEAP) models. Different scenarios of reservoir operation are considered and simulated to assess their impact on annual, seasonal, and monthly flow regimes under maximum hydropower capacity generation with and without taking into account the minimum flow requirement downstream near the Vietnam border with Cambodia. The precipitation and temperature projections from the high-resolution regional climate model HadGEM3-RA under two Representative Concentration Pathways, 4.5 and 8.5, of HadGEM2-AO are used as future climate change scenarios for the impact assessment. The study results show that reservoir operation leads to an increase in the dry season stream flows and a decrease in the wet season stream flows. The monthly flow regime exhibits considerable changes for both the Sesan and Srepok Rivers but with different magnitudes and patterns of increase and decrease. Climate change is likely to induce considerable changes in stream flows, though these changes are comparatively lower than those caused by reservoir operation. Climate change is likely to have both counterbalancing and reinforcing effects over the impact of reservoir operation, reducing changes during dry season but increasing changes in most of the other months.     

池州地区冬半年固态降水及其环流背景统计特征

基于2003－2018年池州冬半年观测资料,采用T-mode主成分客观分析法（TPCA）等方法进行固态降水与环流背景的统计分析。结果表明：池州172个固态降水日中,固态降水的主要月份占比分别是1月的44.8%、2月的27.9%和12月的16.3%;其中雨雪转换、纯雪和冻雨3类占比分别为55.2%、41.3%和3.5%。环流形势可划分为一槽一脊型（Ⅰ型）,纬向波动型（Ⅱ型）和两槽一脊型（Ⅲ型）,Ⅰ型占比最多,Ⅱ型次之,Ⅲ型较少。Ⅰ～Ⅲ型分别代表北方冷空气从中路、西路和东路南下,池州固态降水过程主要受中路冷空气影响。Ⅰ型气温最低,出现固态降水概率最高,是其它形势3倍以上;Ⅱ型气温最高,出现固态降水概率最低。除Ⅲ型外,纯雪过程中低层温度均较雨雪转换过程低2.0 ℃左右;雨雪转换过程中925 hPa温度与850 hPa基本相同,一般在-4.0～-5.0 ℃之间,而纯雪过程则较850 hPa偏高1.0 ℃左右;雨雪转换过程1000 hPa温度基本在0 ℃附近,纯雪则在0 ℃以下。925 hPa盛行东北风,850 hPa存在气旋性环流,配合700 hPa上12.0 m/s左右急流、水汽通量及水汽通量散度大值中心,有利于池州固态降水的产生。它一般属于大尺度降水,层结稳定,锋区位于700 hPa以下,低层有冷平流,切变线一般位于850～800 hPa之间。     

南方大范围强降雨 “风神”登陆广东——2008年6月——

6月,全国平均气温为20.2℃,较常年同期(19.5℃)偏高0.7℃;新疆月平均气温为1951年以来历史同期最高值.全国平均月降水量为111.7mm,比常年同期(97.1mm)偏多14.6mm,为近10年来最多;广东月降水量为1951年以来历史同期最多值,广西为历史同期第二多.6月份,我国南方出现大范围强降雨过程,部分地区发生暴雨洪涝灾害;宁夏中部、甘肃陇东等地气象干旱持续;局地遭受雷雨大风、冰雹等强对流天气袭击;热带风暴"风神"登陆广东深圳;地震灾区多降雨天气,对灾后重建工作不利.     

Quantifying influence of weather indices on PM_{2.5} based on relation map

Many researches have been conducted on the health influence of Particle Matter with diameters less than 2.5 microns (PM \(_{2.5}\) ). There are also some researches on the cause of PM \(_{2.5}\) . However, such research generally focuses on the economic and political aspect of the environment issue. In this paper, a data-analysis approach of the PM \(_{2.5}\) issue is raised to offer a new viewpoint of this problem. The applied method extracts the relations of air quality system record as a relation map, which illustrates the influence among the parameters in a graph. The method successfully fitted the weather record, and derived from it the influencers of PM \(_{2.5}\) . The result shows that the average temperature, average barometric pressure and concentration of Ozone are all factors that have an influence on the concentration of PM \(_{2.5}.\) A short justification of it is also provided.     

“珍珠”（0601）异常急翘路径和内核结构变化的诊断分析及数值研究

使用FY2卫星TBB资料、NCEP最终分析资料(1°×1°)和中尺度模式WRF,对0601号强台风"珍珠"的"急翘"异常转向路径和内核结构变化进行诊断分析和数值模拟。结果表明:"珍珠"移向变化与环境引导气流和位涡倾向1波分量正异常有关,"急翘"前12小时,环境引导气流向北偏转,位涡倾向1波分量正异常对应着"珍珠"移动方向变化;内核非对称结构发展与环境风垂直切变演变有关,垂直切变使得涡旋倾斜,涡旋倾斜方向出现较强的上升运动,导致"珍珠"内核偏南象限对流活动较强。     

一套反映航空气象业务运行的指标

通过阐述航空气象运行业务的含义、组成和运行流程,提出了一套反映其运行的客观指标和意义.     

INTERACTION BETWEEN TROPICAL CYCLONE AND MEIYU FRONT*

Generally speaking,the convection activities are inactive over western Pacific warm pool and tropical cyclone (TC) activity seldom occurs over the offshore of East Asia during the period of Meiyu rainfall.However,if a TC is active in this area,the Meiyu rainfall will often weaken or end up.Based on a statistical study with the data from 1980 to 1995,it is found that about 91% of 23 TC activities affected the intensity of Meiyu rainfall,and 50% of the end-up of Meiyu events were related to the active TCs and the change of subtropical high.The present paper simulates the effect of TC on Meiyu circulation by using MM4 model,and the results agree with the observations.From the point of view of vapor and energy transport,the landing of TC cuts not only the transport of the water vapor to Changjiang-Huaihe River basin from the Bay of Bengal but also the conversion of the mean flow energy to the Meiyu circulation because of the TC forcing to the zonal circulation.These two effects make the convection and perturbation existing in Meiyu region lack the supply of the vapor and energy for their maintenance and lead to the end of Meiyu rainfall.     

Mechanisms of tropical precipitation biases in climate models

Climate Dynamics - We investigate the possible causes for inter-model spread in tropical zonal-mean precipitation pattern, which is divided into hemispherically symmetric and anti-symmetric modes...