简介:
简介:Inthecontextofglobalwarming,Chinaisfacingwithincreasingclimaterisks.Itisimperativetodevelopquantitativeindicestoreflecttheclimateriskscausedbyextremeweather/climateeventsandadverseclimaticconditionsinassociationwithdifferentindustries.Basedontheobservationsat2288meteorologicalstationsinChinaandthemeteorologicaldisastersdata,asetofindicesaredevelopedtomeasureclimaterisksduetowater-logging,drought,hightemperature,cryogenicfreezing,andtyphoon.Astatisticalmethodisthenusedtoconstructanoverallclimateriskindex(CRI)forChinafromtheseindividualindices.Thereisagoodcorrespondencebetweentheseindicesandhistoricalclimaticconditions.TheCRI,theindexofwater-loggingbyrain,andthehightemperatureindexincreaseatarateof0.28,0.37,and0.65perdecade,respectively,from1961to2016.Thecryogenicfreezingindexiscloselyrelatedtochangesintheconsumerpriceindexforfood.Thehightemperatureindexiscorrelatedwiththeconsumptionofenergyandelectricity.Thecorrelationbetweentheyearlygrowthinclaimsonhouseholdpropertyinsuranceandthesumofthewater-loggingindexandthetyphoonindexinthesameyearisashighas0.70.BoththegrowthrateofclaimsonagriculturalinsuranceandtheannualgrowthrateofhospitalinpatientsarepositivelycorrelatedwiththeCRI.Theyear-on-yeargrowthinthenumberofdomestictouristsissignificantlynegativelycorrelatedwiththeCRIinthesameyear.MoreeffortsareneededtodevelopregionalCRIs.
简介:MM5,它是PSU/NCAR中央放大非静水力学的有限区域的模型,并且它毗连当模特儿的系统在这篇论文被使用。由使用二假数据吸收的台风的一个最佳的起始的条件策划的作者产生的背景回答的拿的T106分析数据,和某数字模仿试验的行为。No.9608typhoon(葛洛丽亚)的结果证明最佳的起始的地有一些戏剧的改进,例如台风中心,更弱的台风发行量和台风的不完全的内部结构的不精密的位置,它被数据的缺乏在海上引起。一些改进在轨道预报被做了。通过几个比较实验,BDAscheme优化的初始化比GFDL计划和它的台风路经预报更好被发现更合理。
简介:PreliminaryresultsofthewindvelocityestimationusingtheMaximumEntropyMethod(MEM)toMUradarobservationdatasetsarepresented.ThecomparisonoftheresultsfromtheperiodogrammethodandtheMEMshowsthattheMEMestimationisreliable,andhashigheraccuracy,resolutionanddetectabilitythantheestimationfromperiodogrammethod.ThehighaccuracypowerspectrumobtainedbytheMEMisveryusefultostudyingtheatmosphericturbulencestructure.However.theMEMneedsthelongercomputingtimeforobtainingthehighaccuracyspectrum.Particularly,theestimationofMEMwillbringseriousdevia-tionatlowersignal-to-noiseratio.
简介:半含蓄的算法流行地被用来在数字模型处理重力的术语。在这份报纸,我们采用特征的方法在一个浅水模型用一个semi-Lagrangian移流计划直接在一个范围上为严肃波浪计算答案而不是半含蓄的方法,到避免昂贵的矩阵倒置。semi-Lagrangian计划的采纳为任何报纸数字使数字模型变为总是稳定,并且它节省中央处理器时间。为了说明特征的效率,抑制了插值侧面(CIP)方法,一些数字结果在Yin-Yang格子系统在一个范围上为理想化的测试用例被显示出。关键词特征CIP方法-浅水的模型-Yin-Yang格子-semi-Lagrangian计划-严肃波浪
简介:Toimprovetheaccuracyofnowcasting,anewextrapolationtechniquecalledparticlefilterblendingwasconfiguredinthisstudyandappliedtoexperimentalnowcasting.Radarechoextrapolationwasperformedbyusingtheradarmosaicatanaltitudeof2.5kmobtainedfromtheradarimagesof12S-bandradarsinGuangdongProvince,China.Thefirstbilateralfilterwasappliedinthequalitycontroloftheradardata;anopticalflowmethodbasedontheLucas–KanadealgorithmandtheHarriscornerdetectionalgorithmwereusedtotrackradarechoesandretrievetheechomotionvectors;then,themotionvectorswereblendedwiththeparticlefilterblendingalgorithmtoestimatetheoptimalmotionvectorofthetrueechomotions;finally,semi-Lagrangianextrapolationwasusedforradarechoextrapolationbasedontheobtainedmotionvectorfield.Acomparativestudyoftheextrapolatedforecastsoffourprecipitationeventsin2016inGuangdongwasconducted.Theresultsindicatethattheparticlefilterblendingalgorithmcouldrealisticallyreproducethespatialpattern,echointensity,andecholocationat30-and60-minforecastleadtimes.Theforecastsagreedwellwithobservations,andtheresultswereofoperationalsignificance.Quantitativeevaluationoftheforecastsindicatesthattheparticlefilterblendingalgorithmperformedbetterthanthecross-correlationmethodandtheopticalflowmethod.Therefore,theparticlefilterblendingmethodisprovedtobesuperiortothetraditionalforecastingmethodsanditcanbeusedtoenhancetheabilityofnowcastinginoperationalweatherforecasts.
简介:在生气增加形式的动量移流涡度方程被介绍,在哪个在经典涡度方程的分叉术语不明确地出现。这个方程包括水平风移流的旋转效果,它明确地没在经典涡度方程被包括。涡度和它发生在2008年7月的台风Fung-Wong(0808)的趋势被分析。计算结果证明水平风的移流的旋转效果是在在它的生命周期期间为Fung-Wong决定垂直涡度的变化的一个领先的因素,特别在乍见陆地导致的时期。移流学期代表垂直涡度的趋势变化,并且垂直涡度趋势的积极值的区域几乎与Fung-Wong的轨道一致,它可以作为一个因素被拿定位Fung-Wong的关键观察区域。方程为与水平风的强壮的移流联系的系统提供一个增补诊断工具。
简介:Usingequivalentblackbodytemperature(TBB)dataretrievedfrommeteorologicalsatelliteGMS-5during1996-2002,thecorrelationbetweenthecircularsymmetric/asymmetriccomponentofTBBandtheintensityoftropicalcyclone(TC)atvarioustimelagsfrom0to48hisanalyzedfortheNorthwestPacific(0°-50°N,120°-155°E),excludinglandedandnear-coastsamples.ItisfoundthatthetotalTBBnearsoutheastoftheeyewall,thecircularsymmetriccomponent,andthesumoftheamplitudesoftangentialwavenumbers1-10(SA10)oftheTBBbetweentheradiiof0.8°and1.7°aresignificantlyandnegativelycorrelatedwiththeTCintensityatvarioustimelagsfrom0to48h.Especially,themaximum24-hlagcorrelationcoefficientsreach-0.52,-0.58,and-0.625,respectively.AstatisticalpredictionschemeforTCintensityisdevelopedbasedonclimaticpersistent,synoptic,andTBBfactorsbystepwiseregressiontechnique.ItisfoundthatthevariancecontributionoftheaveragedTBBovertheringbetween1.0°and1.5°fromtheTCcenterranksthefourthintheequationfor12-hTCintensityprediction,andthoseofthetotalTBBnearsoutheastoftheeyewallandthedifferencebetweenmaximumandminimumTBBbetween1.1°and1.5°rankthethirdandfifthrespectivelyinthe24-hforecastequation.Itisalsoshownthat,withTBBfactors,thefollowingpredictionsareimprovedcomparedtotheschemewithoutTBBfactors:48-hpredictionforseveretropicalstorm(STS),12-hpredictionforTCwithaweakeningrategreaterthan15ms~(-1)/12h,24-hintensitypredictionforTCwithalmostnointensitychange,and48-hpredictionforTCintensifyingfasterthan10ms~(-1)/48h.
简介:在Lorenz系统的一个类似物动态的模型(ADM)的理论基础和申请被学习。ADM能有效地联合状态能被认为是一个预言目的当前的起始的值的小骚乱在历史的类似物引用上在附加了的统计、动态的方法。主要分析证明在在模型参数添加骚乱的条件下面,ADM的模型错误是比纯动态模型(PDM)的那些小得多的。在Lorenz系统的ADM上的可预测性的特征被进行案例研究和全球实验在阶段空间分析。结果证明ADM罐头相当有效地减少预言错误并且与PDM相对照处于大多数状况延长预言的有效时间,但是当模型错误是更加小的时,后者将比前者优异。克服如此的一个问题,更新的multi-reference-state能被使用介绍多类似物和更改类似物的信息并且能在ADM展出令人激动的性能。
简介:TheElNino-SouthernOscillation(ENSO)reflectsanomalousvariationsintheseasurfacetemperature(SST)andatmosphericcirculationoverthetropicalcentral-easternPacific.Itremarkablyimpactsonweatherandclimateworldwide,somonitoringandpredictionofENSOdrawintensiveresearch.However,thereisnotyetauniquestandardinternationallyforidentifyingthetiming,intensity,andtypeofENSOevents.TheNationalClimateCenterofChinaMeteorologicalAdministration(NCC/CMA)hasledtheefforttoestablishanationalidentificationstandardofENSOevents,whichwasofficiallyendorsedbytheNationalStandardizationAdministrationofChinaandimplementedoperationallyinNCC/CMAin2017.Inthispaper,twokeyaspectsofthisstandardareintroduced.First,theNino3.4SSTanomalyindex,whichiswell-recognizedintheinternationalENSOresearchcommunityandusedoperationallyintheUS,hasreplacedthepreviousNinoZindexandbeenusedtoidentifythestart,end,andpeaktimes,andintensityofENSOevents.Second,twonewindices-theeasternPacificENSO(EP)indexandthecentralPacificENSO(CP)index,basedontheSSTconditionsinNino3andNino4regionrespectively,arecalculatedtofirstdeterminetheENSOtypebeforemonitoringandassessingtheimpactsofENSOonChina’sclimate.Withthisstandard,allhistoricalENSOeventssince1950areconsistentlyre-identified;theirdistinctpropertiesarediagnosedandpresented;andtheimpactsofENSOeventsunderdifferenttypesonChina’sclimatearere-assessed.Thisstandardisalsoemployedtovalidatetheintensity,grade,andtypeoftheENSOeventspredictedbytheNCC/CMAoperationalENSOpredictionsystem.Thenewstandardandthethusderivedunifiedsetofre-analyzedhistoricalENSOeventsandassociatedinformationprovideagoodreferenceforbettermonitoringandpredictionoffutureENSOevents.
简介:许多有缺点的雷达回响可以用雷达数据应用,特别雷达数据吸收和量的降水估计引起严重问题。在这研究,测试模式在CINRAD(中国新一代天气雷达)由测试信号或雷达硬件失败引起了SA和SB雷达运作的观察被调查。为了把测试模式与雷达回响的另外的类型区分开来,例如降水,清除空气和另外的非气象学的回响,包括有效反射率数据百分比(RZ)的五个特征参数,速度RF(合拢的范围)数据百分比(RRF),失踪的速度数据百分比(RM),平均沿着方位角反射率变化$\left({R_{N_{r,Z}}}\right)$并且平均沿着横梁反射率变化$\left({R_{N_{一,Z}}}\right)$被建议。基于模糊逻辑方法,一个测试模式鉴定算法被开发,并且从雷达回响的所有不同类型的统计结果显示算法的表演。有在测试模式内定位的重降水回响的二个典型箱子的分析被执行。统计结果证明测试模式鉴定算法表现很好,自从测试模式在大多数情况中被认出。而且,算法能有效地移开测试模式信号并且在重降雨事件保留强壮的降水回响。
简介:UsingNCEPreanalysisdataandanairflowtrajectorymodelbasedontheLagrangianmethod,theHybridSingle-ParticleLagrangianIntegratedTrajectory(HYSPLIT)model,thedailybackwardtrajectoriesontheheightof850hPaabovetheSouthChinaSea(SCS)areaaresimulatedfromApriltoJune.TheonsetdateoftheSCSsummermonsoonfrom1948to2009isdeterminedaccordingtothesimulatedsourceofairflowinthemonitoredareaoftheSCS.ByanalyzingtheSCSmonsoononsetdatesoverthe62years,wefoundthatthenumberofyearsinwhichtheSCSmonsoononsetisearlieraccountsfor13%,andthelateryears14%,thenormalyears73%,ofallthe62years.AnalyseswiththeLagrangianmethod,doneincomparisonwiththeothertwomethodswhichcombinewindandpotentialpseudo-equivalenttemperature,wereperformedtodeterminetheonsetdatesoftheSCSsummermonsoon.Insomeyears,thesourceofthesouthwestairflowinthemonitoredareaoftheSCSisinthesubtropicalregionbeforetheonsetoftheSCSmonsoon,sotheairflowfromthesubtropicscanbedistinguishedwiththeairflowfromthetropicsbyusingtheLagrangianmethod.Thesimulationbythetrajectorymodelindicatedthatinsomeyears,aftertheonsetofSCSsummermonsoon,theSCSwillbecontrolledbythesoutheastwindinsteadofthesouthwesterlyusuallyexpected.
简介:这份报纸测试在与奔流的雨联系的异例由使用第五产生的NCAR/佩恩状态Mesoscale模型(MM5)输出的好模型模拟数据由台风No.9914(丹)引起了的潮湿的潜在的涡度(MPV)上强迫的导致云的质量的影响。诊断结果证明积极MPV异例区域,它被从600hPa集成MPV到300hPa在获得垂直,粗略地在位置或在分发模式在他们的同步阶段与降水与一致,并且丹的最大的积极MPV区域主要在600hPa和300hPa之间被定位,它比奔流的雨盒子高得多。进一步的分析也证明积极MPV异例的值与丹的开发增加了或减少,并且积极MPV异例可以也作为tracer被服务显示热带气旋紧张的进化。
简介:许多观察研究证明了那变丑象垂直涡度和分叉一样,是仔细与强壮的降水的出现和分发有关。在这份报纸,在降水诊断包含变丑,称为潜在的变丑(PD)的一个新参数被导出然后在模仿的mesoscale以内适用于降水察觉对流系统(MCS)。PD包括拉长变丑和砍的变丑的两个并且当它不随着旋转坐标变化,到这个程度与变丑分享类似的特征,这被显示出。模仿的MCS的诊断表明PD表现很好在跟踪MCS降水。以他们的分布模式,PD的大值的区域类似于在MCS的不同发展阶段的降水。在PD以内包含的物理过程的详细分析证明它能反映三维的潮湿变化,垂直的风砍并且在MCS以内弯屈变丑。这些结构通常是在猛抛以内的表面寒冷水池,后面的流入喷气,向下冷的空气流动和向上温暖的潮湿的流动的特征的全面思考对流房间。为这个原因,PD比非猛抛的空气在猛抛的空气显示出强壮得多的异例,它在在MCS以内检测重降水为它的申请暗示可观的潜力。
简介:“中国气象应用网格”是国家863重大专项支持的一个应用网格项目,主要针对中国气象局计算资源及科研人员分散在全国各地,气象预报面向政府、社会和公众服务的特点,建立了连接中国气象局行业内部和国防科技大学等单位在内的跨地域网格平台;在该网格平台上建立全面支持我国新一代中尺度数值天气预报系统的协同攻关环境和基于GRAPES的中尺度有限区数值天气预报业务系统,实现了应用层面的互联互通、资源共享和协同工作,提高气象部门的资源利用率、业务预报和自动化水平。“中国气象应用网格”包括网格中尺度数值预报模式GRAPES、网格门户、网格计算、资源和服务共享平台、基于Ganglia的网格资源监控、数值天气预报控制界面、气象预报产品发布和可视化、源代码管理系统、网格用户注册与管理等系统。