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The performance of a z-level ocean model in modeling the global tide 被引量:3
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作者 XIAO Bin QIAO Fangli SHU Qi 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2016年第11期35-43,共9页
The performance of a z-level ocean model, the Modular Ocean Model Version 4(MOM4), is evaluated in terms of simulating the global tide with different horizontal resolutions commonly used by climate models. The perfo... The performance of a z-level ocean model, the Modular Ocean Model Version 4(MOM4), is evaluated in terms of simulating the global tide with different horizontal resolutions commonly used by climate models. The performance using various sets of model topography is evaluated. The results show that the optimum filter radius can improve the simulated co-tidal phase and that better topography quality can lead to smaller rootmean square(RMS) error in simulated tides. Sensitivity experiments are conducted to test the impact of spatial resolutions. It is shown that the model results are sensitive to horizontal resolutions. The calculated absolute mean errors of the co-tidal phase show that simulations with horizontal resolutions of 0.5° and 0.25° have about 35.5% higher performance compared that with 1° model resolution. An internal tide drag parameterization is adopted to reduce large system errors in the tidal amplitude. The RMS error of the best tuned 0.25° model compared with the satellite-altimetry-constrained model TPXO7.2 is 8.5 cm for M_2. The tidal energy fluxes of M_2 and K_1 are calculated and their patterns are in good agreement with those from the TPXO7.2. The correlation coefficients of the tidal energy fluxes can be used as an important index to evaluate a model skill. 展开更多
关键词 global tide modular ocean model global tidal energy flux
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基于SEQ2SEQ与ARIMA组合预测模型的小型模块化压水堆瞬态运行预测技术
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作者 成以恒 李桐 +4 位作者 谭思超 王博 田瑞峰 何正熙 沈继红 《核动力工程》 北大核心 2025年第4期237-244,共8页
为确保海洋条件下反应堆运行的安全可靠运行,提升海洋条件下的热工运行参数长期预测准确性,本文基于IP200的海洋条件下小型模块化压水堆一维仿真模型的热工运行数据,提出序列到序列(SEQ2SEQ)与自回归差分移动平均模型(ARIMA)的组合预测... 为确保海洋条件下反应堆运行的安全可靠运行,提升海洋条件下的热工运行参数长期预测准确性,本文基于IP200的海洋条件下小型模块化压水堆一维仿真模型的热工运行数据,提出序列到序列(SEQ2SEQ)与自回归差分移动平均模型(ARIMA)的组合预测模型,首先利用ARIMA进行数据的特征提取,随后利用SEQ2SEQ预测振荡值。反应堆在海洋条件下运行时易造成系统内部液面的晃荡,进而导致其他运行参数发生波动。对稳压器压力、冷却剂流量、蒸汽发生器蒸汽出口流量三种不同振荡特征的热工运行参数的预测结果表明:较单独使用ARIMA、SEQ2SEQ模型与传统长短期记忆网络(LSTM)模型相比,预测精度提升约一个数量级。本研究提出的ARIMA和SEQ2SEQ组合预测模型具有计算速度快、预测精度高的特点,为海洋条件下小型模块化压水堆的潜在故障预测提供了一种有效方法。 展开更多
关键词 海洋条件下热工参数预测 自回归差分移动平均模型(ARIMA)与序列到序列(SEQ2SEQ)组合模型 小型模块化压水堆
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Modeling geologically abrupt climate changes in the Miocene: Potential effects of high-latitudinal salinity changes
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作者 Bernd J. Haupt Dan Seidov 《Natural Science》 2012年第3期149-158,共10页
The cooling of the Cenozoic, including the Miocene epoch, was punctuated by many geologically abrupt warming and cooling episodes— strong deviations from the cooling trend with time span of ten to hundred thousands o... The cooling of the Cenozoic, including the Miocene epoch, was punctuated by many geologically abrupt warming and cooling episodes— strong deviations from the cooling trend with time span of ten to hundred thousands of years. Our working hypothesis is that some of those warming episodes at least partially might have been caused by dynamics of the Antarctic Ice Sheet, which, in turn, might have caused strong changes of sea surface salinity in the Miocene Southern Ocean. Feasibility of this hypothesis is explored in a series of offline-coupled ocean-atmosphere computer experiments. The results suggest that relatively small and geologically short-lived changes in freshwater balance in the Southern Ocean could have significantly contributed to at least two prominent warming episodes in the Miocene. Importantly, the scenario-based experiments also suggest that the Southern Ocean was more sensitive to the salinity changes in the Miocene than today, which can attributed to the opening of the Central American Isthmus as a major difference between the Miocene and the present-day ocean-sea geometry. 展开更多
关键词 Cenozoic MIOCENE Palao-Climate modelING Community CLIMATE model 3.6 modular ocean model 2.2 Meridional OVERTURNING Freshwater Balance High-Latitudinal Salinity Changes
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