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考虑影响因子的经验正交预报方法的研究 被引量:5

A STUDY ON PREDICTION METHODS BY USING THE EMPIRICAL ORTHOGONAL FUNCTION IN CONSIDERATION OF THE INFLUENCE FACTORS
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摘要 统计预报法目前在国内外已经得到广泛利用,其特点是根据历史资料的统计规律,通过外推实现预报,这是所有统计预报法的基础。最初级的统计预报是对单站的历史资料本身的统计规律进行外推预报的,这种预报法既不考虑预报量之间的内在联系,又不考虑外界因子的影响,因此预报效果一般较差。 The prediction equations formulated in the existing prediction methods by using the empirical orthogonal function are generally based upon field resolution according to the statistical relation among the predictands.The influence of external factors is seldom to be considered.The present paper attempts to introduce the influence factors into the empirical orthogonal prediction method.There are five different approaches to be proposed for this purpose,what the field prediction method with optimum factors is studied with emphasis.In this method we consider not only the internal correlation among the predictands but also the influence of external factors,and the optimal prediction equation which suitable for predicting both values and grades may be formulated by the selected optimum factors from the combinational factors.The conception of weighting correlation coefficient is suggested here.The obvious difference between it and other correlation coefficients is the former having the field charactor.Several practical examples corresponding to the previous mentioned prediction methods are also presented in this paper.
作者 苏育嵩 苏志清 Su Yusong;Su Zhiqing(Shandong College of Oceanology)
出处 《海洋与湖沼》 1980年第3期189-203,共15页 Oceanologia Et Limnologia Sinica
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  • 1朱德坤,陈阿毛.冬季嵊山带鱼中心渔场与高盐水舌锋位置的关系[J].水产学报,1980,4(1):63-70. 被引量:5
  • 2李繁华,尹逊福,王宗山,曾宪模.复经验正交函数方法在黄海水温预报中的应用[J].海洋学报,1996,18(2):1-6. 被引量:5
  • 3苏育嵩.经验正交分解法的基本原理及其在场预报中的应用[J]山东海洋学院学报,1979(02).
  • 4苏育嵩.优选因子场预报方法的研究[J]山东海洋学院学报,1979(01).
  • 5杜碧兰,宋学家,张建华.表层海水温度场的正交综合因子场分解预报方法——东海及其外缘海域月平均表层水温预报[J]海洋学报(中文版),1982(02).
  • 6李克让,陈永申,司有元,沙万英.北太平洋海温场的时空特征分析[J]海洋学报(中文版),1980(03).
  • 7Prof. Dr. Peter Speth,Dipl.-Math. Holger Detlefsen. Empirical orthogonal functions of sea level pressure and sea surface temperatures for the upwelling area off Northwest Africa[J] 1979,Deutsche Hydrographische Zeitschrift(4):131~145
  • 8苏育嵩.优选因子场预报方法的研究[J]山东海洋学院学报,1979(01).
  • 9杜碧兰,宋学家,张建华.表层海水温度场的正交综合因子场分解预报方法——东海及其外缘海域月平均表层水温预报[J]海洋学报(中文版),1982(02).
  • 10黄东海近海区表层水温纵向预报试验——黄东海温盐预报方法研究之二[J]山东海洋学院学报,1979(01).

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