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本文提出一个利用气象场的主成分识别环流演交相似法作长期天气预报,根据500hPa侯平均资料,在20°-70°N,120°E-120°W范围内的143个网格点上,首先进行主成分分析,并以80%的累积分差贡献率确定前几个主成分表示气象场.然后利用这些主成分选择与目前环流形势相似的过去的环流形势,最后根据过去的天气演变规律制作未来的预报,用此方法对北太平洋海域试作了15-20天的长期天气预报.实践证明,利用主成分能找到较好的相似并构筑一个预报的框架,而且方法客观简便. 相似文献
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基于朴素贝叶斯的西北太平洋柔鱼渔场预报模型的建立 总被引：2，自引：0，他引：2
西北太平洋是中国进行柔鱼(Ommastrephes bartramii)捕捞生产的重要海区,准确预报渔场出现的位置对提高渔业捕捞产量、节省燃油有重要的意义。本研究利用2002—2011年中国在该海域的历史产量数据、渔场时空数据以及包括海表温度、叶绿素浓度a、表温梯度强度和叶绿素梯度强度在内的海洋环境数据,基于朴素贝叶斯方法,建立了西北太平洋柔鱼渔场的预报模型。为满足朴素贝叶斯方法对条件独立性的假设,利用独立成份分析,重新获得相互独立的属性变量。通过求Cohen′s Kappa系数最大值的方法,确定3种CPUE类型的先验概率,建立可用于渔场预报的朴素贝叶斯预报模型。作为实际验证,将2012年7~11月我国柔鱼渔船在西北太平洋实际生产数据与预报的高CPUE渔场位置进行叠加,平均综合预报精度达到69.9%,表明该模型对西北太平洋渔场的预报具有较好效果和可行性。 相似文献
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根据海洋Rossby波的西传特性, 使用一阶斜压Rossby波模型对北太平洋海表面高度的年际变异进行了回报和预测研究。回报结果表明, Rossby 波模型能够较好地模拟北太平洋海表面高度的年际变异。尤其是黑潮延伸区的下游, 模拟结果与卫星观测的相关系数达到0.8以上。预测结果表明, Rossby 波模型在两个纬向分布的海域有显著的预报能力, 分别位于高纬度中部和副热带环流西部。前者可提前5—6年, 后者可提前2—4年。此外, 重点开展了Rossby波模型在西北太平洋的预报能力研究。结果表明, Rossby波模型对中国的边缘海有着很好的预测能力, 包括南海北部、台湾以东和东海黑潮海域, 分别在提前32、40和52个月时能取得最佳的预测效果。 相似文献
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本文对赤道东太平洋表层水温和热带太平洋月平均海平面变化进行了长时间序列分析,揭示了它们的准周期低频振荡特性,其中20°N～20°S区域月平均海平面低频变化的显着周期在43.5～50.0个月之间,与47.6个月的埃尔尼诺显着周期颇为接近;引入空间谱分析的概念与方法,分析阐明了热带太平洋月平均海平面低频变化遵从下列逆时针循环传播规律:东太平洋(墨西哥近海)→北赤道流区域→西赤道太平洋→北赤道逆流区域→东太平洋,该循环与埃尔尼诺循环过程存在密切的一一对应关系;根据上述分析结果,初步建立了依据典型区域月平均海平面变化预报埃尔尼诺的八元逐步回归模型,预报值与实测值序列的相关系数达0.89. 相似文献
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本文通过相关普查，分析了影响夏季西太平洋副热带高压的北太平洋海温场和北半球５００ｈＰａ高度场的前期特征，找出了影响１９９４夏季西太平洋副热带高压异常的强信号及其所在区域，以较高的信度和精度建立了夏季逐月副高强度和脊线位置两特征量的预报方程，进一步发现，中、东部太平洋海温场存在与副高强度高相关的对偶相关区，该区同前一年６月加利福尼亚寒流和北赤道暖流间形成的海温梯度相对应；而初夏副高脊线位置则决定于前 相似文献
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应用Argo资料分析西北太平洋冬、夏季水团 总被引：1，自引：0，他引：1
应用Argo剖面浮标观测的温、盐度资料,分析了西北太平洋海域冬、夏季的温、盐度分布、水团结构及其分布。首先采用T-S点聚图法分析了该海域水团分布的基本情况,由点聚分析结果可知,该海域至少存在6种以上水团;再用模糊聚类软化法对水团作进一步划分,分别计算了该海域6至11类水团的F和△F值,结果表明,冬、夏季的△F值都以划分为8类时为最大,这与大洋水团的稳定性是一致的,因此,该海域冬、夏季水团以划分为8类最佳,它们分别是北太平洋热带表层水、北太平洋次表层水、北太平洋中层水、北太平洋副热带模态水、北太平洋深层水和赤道表层水,以及南太平洋次表层水和南太平洋中层水。 相似文献
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西北太平洋热带气旋与上层海洋热含量的关系 总被引：1，自引：1，他引：0
利用SODA(Simple Ocean Data Assimilation)的海温资料和Unisys Weather的热带气旋资料,研究了1960-2008年期间北太平洋上层150 m的热含量分布特征及其与西北太平洋热带气旋发生频次的关系。考虑了纬度的变化对热含量的影响后,北太平洋热含量的高值中心位于10°N左右,与上层海温结构相符,计算结果更加符合物理意义。北太平洋热含量与西北太平洋热带气旋频数年际相关性研究表明在北太平洋中高纬度大洋内区和赤道东太平洋热带不稳定波发生区呈现出前期冬季正相关性。此相关性存在显著年代际的变化,在1970-1975年和1984-2008年期间最强,1976-1983年期间较弱。在北太平洋中高纬度大洋内区,同期春夏秋季同样存在强正相关。在西太平洋暖池区,同期秋季负相关最为显著。赤道中太平洋区域在夏季呈显著的正相关,秋季减弱。赤道东太平洋海域的相关性前期冬季负相关最为显著,春季负相关性减弱,夏季和秋季无显著相关。 相似文献
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华北5月降水年代际变化 总被引：2，自引：0，他引：2
针对华北5月降水的年代际变化特征和成因,用华北5月降水资料、NCEP大气环流资料以及海表温度（SST）资料,采用EOF分析、相关分析、合成分析等方法研究了华北5月降水以及相关海区SST的年代际变化;结果表明从60年代中期至90年代初期华北5月降水存在明显的年代际变化,1965～1981年华北5月降水偏少,1982～1992年华北5月降水偏多;西太平洋暖池相比热带中东太平洋、热带印度洋对华北5月降水年代际变化有更明显的影响;当西太平洋暖池异常发展,热带中东太平洋、热带印度洋海温年代际变化处于暖位相,东亚上空为反气旋性环流异常场,东亚大槽较弱,副热带高压偏强偏西时,华北5月降水偏多;反之,副热带高压偏弱偏东时,华北5月降水偏少. 相似文献
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This paper is based on the data for the period from 1953 to 1977, which are the monthly averaged ice cover in the Arctic area within 160° E-110° W and north of 50?N, the areal index of the North Pacific subtropical high and the monthly averaged sea surface temperature of the North Pacific. A statistical analysis of the lag correlations between the polar ice from November to July and the sea surface temperature from January to July, and the sea surface temperature from January to July and the subtropical high lagging zero through eleven months is performed.The analysis shows that the lag correlation regions between the polar ice during spring and the sea surface temperature almost coincide with the regions of the California Current and the paitial north equatorial current, and the regions of the California Current and the partial north equatorial current coincide with the principal lag correlation regions between the sea surface temperature and the subtropical high. All the results suggest that the tra 相似文献
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A singular value decomposition (SVD) analysis is carried out to reveal the relationship between the interannual variation of track and intensity of the western North Pacific tropical cyclones (WNPTCs) in the tropical cyclone (TC) active season (July-November) and the global net air-sea heat flux (Q net ) in the preceding season (April-June). For this purpose, a tropical cyclone track and intensity function (TIF) is defined by a combination of accumulated cyclone energy (ACE) index and a cyclone track densit... 相似文献
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The long-term time series analysis of the SST (sea surface temperature) in the Eastern Equatorial Pacific Ocean and the monthly MSL (mean sea level) in the tropical Pacific Ocean is conducted. Their quasiperiodic and low-frequency oscillation features are revealed. The significant periods of low-frequency fluctuations for monthly MSL in the area of 20°N-20° S are between 43. 5 months and 50. 0 months, approximating closely to 47. 6 months which is the significant period of SST in the Eastern Equatorial Pacific Ocean. From the results of space-spectral analysis, the low-frequency fluctations of monthly MSL in the tropical Pacific Ocean appear to have a anticlockwise circularly-propagating pattern, which is, the Eastern Pacific Ocean (off-shore of Mexico) →the area of NEC (North Equatorial Current) →the Western Equatorial Pacific Ocean→the area of NECC (North Equatorial Counter-Current)→the Eastern Equatorial Pacific Ocean. The phases of the pattern correspond to those of El Nino cycle. On the basis 相似文献
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We investigated the structure and persistency of the dominant sea-surface temperature (SST) anomaly pattern in summer over
the North Pacific from 1960 to 2004, which has been attracting less attention than those in winter. The leading empirical
orthogonal functions (EOFs) for August and September, which can be treated as the summer patterns, rather resemble each other
in both spatial structure and time variations but are quite different from those of the other months. A lag correlation analysis
indicates that the summer patterns do not show significant persistency in the following winter and the summer of the next
year. An inappropriate definition of the summer season might obscure the characteristics of the dominant summer SST anomaly
pattern in the North Pacific. 相似文献
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We studied the relationship between the dominant patterns of sea surface temperature (SST) variability in the North Pacific
and the North Atlantic. The patterns are known as the Pacific Decadal Oscillation (PDO) and the Atlantic Multi-decadal Oscillation
(AMO). In the analysis we used two different observational data sets for SST. Due to the high degree of serial correlation
in the PDO and AMO time series, various tests were carried out to assess the significance of the correlations. The results
demonstrated that the correlations are significant when the PDO leads the AMO by 1 year and when the AMO leads the PDO by
11–12 years. The possible physical processes involved are discussed, along with their potential implication for decadal prediction. 相似文献
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Concentrations of PCBs and their toxic potential were examined in subcutaneous fat of eight albatross and one petrel species collected from the North Pacific and the Southern Oceans. Among all the species analyzed, high PCB levels were found in adult male blackfooted albatross from the North Pacific with the mean value of 92 microg/g wet weight. No significant gender difference in PCB accumulation was observed (P>0.1). The mean PCB levels in Southern Oceanic birds were 1 or 2 orders of magnitude lower than those from the North Pacific albatrosses. A regional-specific accumulation of non-ortho coplanar congeners were observed, most birds from the Southern Ocean had higher IUPAC 169 levels while IUPAC 126 concentrations were higher in those from the North Pacific. The estimated toxic equivalents for black-footed and Laysan albatrosses from the North Pacific were in the same range of some fish-eating birds, which were highly contaminated by PCBs. The correlation between ratio of IUPAC 169/126 concentration and total PCBs concentration indicated the possibility of induction in cytochrome P450 activities in North Pacific albatrosses (P<0.01). The calculated hazard indices indicated that black-footed and Laysan albatrosses inhabiting in the North Pacific had similar threshold levels which were known to cause toxic effects in some populations of fish-eating birds. 相似文献
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利用1967-2009年的逐月海表温度(Sea Surface Temperature,SST)资料和降水资料,以及经验正交函数(Empirical Orthogonal Function,EOF)和相关分析方法,探讨了亚印太交汇区(Joining Area of Asia and Indian-Pacific Oce... 相似文献