SIMPLE VALIDATORY TOOLS FOR JUDGING THE PREDICTIVE PERFORMANCE OF PARAFAC AND THREE-WAY PLS     

AGEK.SMILDE  DURKA.DOORNBOS 《地理学报(英文版)》1992,(1)

The methods PARAFAC and three-way PLS are compared with respect to their ability to predictreversed-phase retention values.Special attention is paid to simple validatory tools,the meaning and useof which are explained.The simple validatory tools consist of percentages of explained variation in the training set and thosethat can be calculated with the use of markers.These markers are special(reference)solutes,the retentionvalues of which are used to gain information about a new object for which predictions are wanted.Different validatory tools can be calculated with the use of these marker retention values:percentagesof used variation and mean sum of squared residuals after applying the model to these marker retentionvalues.The validatory tools are evaluated on their power to estimate their test set counterparts:thepercentages of explained variation in the test set and mean sum of squared prediction errors in the test set.Two different data sets from reversed-phase chromatography are used to evaluate the validatory tools.The first data set has a high signal-to-noise ratio and is measured under the same measurementconditions.The second data set has a low signal-to-noise ratio and is measured under differentmeasurement conditions.Some of the simple validatory tools seem to have relevance to their test setcounterparts,even in the case of the second data set.  相似文献   

A ROBUST PLS PROCEDURE   总被引：1，自引：0，他引：1  

I.N.WAKELING  H.J.H.MACFIE 《地理学报(英文版)》1992,(4)

A robust partial least squares(PLS)regression algorithm is developed.This is achieved by substitutionof the univariate regression steps in the iterative PLS2 algorithm by a robust alternative.The anglebetween loading vectors from both perturbed and unperturbed solutions is used as a measure ofrobustness.By means of a perturbation study on a structure-activity data set,it is demonstrated thatthe stability of the robust method is superior to standard PLS.  相似文献   

STUDY ON APPLICATIONS OF C-BAND DUAL LINEAR POLARIZATION RADAR IN METEOROLOGY   总被引：4，自引：0，他引：4       下载免费PDF全文

徐宝祥  王致君  蔡启铭  刘黎平  张鸿发  楚荣忠 《Acta Meteorologica Sinica》1991,(3)

Theoretical study and development of a dual linear polarization weather radar in China are briefly presented.Also discussed are the potential uses of the new radar system in improving the accuracy of areal rainfall measure-ments and analysing the spacial structure of storms and distribution of hydrometecrs in clouds based on theradar observational data from the field experimcnts during the summers of 1987—1989. The results indicatethat a C-band dual polarization weather radar, after considering the microwave attenuation correction, may beemployed to quantitatively measure rainfall and to monitor heavy rain and flood events and becomes an impor-rant means to study storm structure.  相似文献   

ON ICE FORMING NUCLEI          下载免费PDF全文

J.Rosinski  P.L.Haagenson  C.T.Nngamoto  G.Morgan 《Acta Meteorologica Sinica》1991,(4)

Cloud condensation nuclei(CCN)constitute a reservoir of latent ice-forming nuclei(IFN)active by condensation-followed-by-freezing and by sorption.Two classes of aerosol particles active as IFN by sorption werefound.The first produces IFN concentrations which are dependent on temperature only.The IFN concen-tration consecutively increases with lowering of temperature and does not respond to the increasing partialwater vapor pressure.The second produces IFN concentrations which are dependent on partial water vaporpressure only,The IFN concentration consecutively decreases with decreasing of the partial water vapor pres-sure that takes place with the lowering temperature.Sulfates(mostly ammonium sulfate)constitute an integral part of IFN active by condensation-followed-by-freezing and by sorption.Backward isentropic air parcel trajectories linked polluted air rich in sulfates andclean air with high and low concentrations of IFN active by condensation-followed-by-freezing at-19.7℃ andS_w=0.1%.The experiments were performed in a dynamic filter processing chamber with aerosol particles collectedon membrane filters.  相似文献   

冬小麦生长发育的模拟模式   总被引：3，自引：0，他引：3  

张宇  陶炳炎  汤志成 《南京气象学院学报》1991,(1)

根据冬小麦生长发育及其与环境条件关系的机理研究,建立了模拟冬小麦发育阶段和各器官生物量变化的动态模式。其中包括3个环境要素子模式,分别计算温度、辐射和水分,5个生物学过程子模式,分别模拟冬小麦的发育、光合、呼吸、同化物分配和叶面积系数。用镇江和海安共8个播期的实测资料对模式进行验证,并对模式进行了初步数值试验应用。  相似文献   

夏季流型下青藏高原对大气低频振荡的动力作用     

陈保德  章基嘉 《南京气象学院学报》1991,14(4):510-516

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使用多时刻资料的北半球动力统计正压谱模式     

房春花  王得民 《南京气象学院学报》1991,14(4):586-591

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POTENTIAL VORTICITY STRUCTURE OF SUMMER CYCLONES OVER THE CHANGJIANG-HUAIHE VALLEY     

侯定臣 《Acta Meteorologica Sinica》1991,(1)

Based on the theory of Ertel potential vorticity,the isentropic potential vorticity maps and vertical pro-files of potential vorticity for two summer cyclones over the Changjiang-Huaihe Valley are analysed.Afterdiscussing a possible mechanism for the genesis and development of such systems and their differences fromtypical extratropical cyclones,a conceptual model for their activities is proposed:A weak disturbance in the mid-level of troposphere originated from around the Qinghai-Xizang Plateau may cause heavy precipitation underfavourable conditions and latent heat release in the mid-troposphere leads to downward extension of cycloniccirculation and a wave on the quasi-stationary front.This weak cyclone can develop substantially and becomea typical extratropical cyclone only when air from the lower stratosphere flows downslope along isentropic sur-faces into the region of interest.  相似文献   

济南珍珠泉井水固有振荡试验的解释     

张昭栋  郑香媛 《地球物理学报》1991,34(4):482-487

本文介绍了济南珍珠泉井水固有振荡试验结果.利用振动理论和Cooper水井-含水层模式对试验进行了解释.计算出珍珠泉水井-含水层系统的阻尼系数和固有振动的角频率.该系统阻尼系数小,角频率恰好和瑞利波角频率相近,因此珍珠泉井水位对地震瑞利波响应的振幅特别大.井水固有振荡试验是一种简便易行、经济迅速的方法,它比其它现场试验方法更宜于推广应用.  相似文献   

夏—冬海气热力遥相关及其在长期天气预报中的应用(Ⅱ)     

李跃清  章基嘉  雷兆崇 《南京气象学院学报》1992,(1)

本文在已揭示的夏季(6、7、8月)海洋与冬季(12、1、2月)大气的热力遥相关联系的基础上,通过参数化形成了相应的数学模型,从夏季6月海洋与冬季1月大气的热力预报方程出发,分析了海气非同步影响函数的时间变异性,确定了数学模型的稳定性,由此进行了北半球500hPa月平均大气非绝热热流量距平、温度距平的长期预报试验。非独立和独立预报表明:利用海气热力遥相关的长期天气预报方法具有一定的预报能力和潜力。  相似文献