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基于LASG/IAP大气环流谱模式的气候系统模式 被引量:66
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作者 周天军 王在志 +8 位作者 宇如聪 俞永强 刘屹岷 刘海龙 包庆 王鹏飞 李薇 吴国雄 吴统文 《气象学报》 CAS CSCD 北大核心 2005年第5期702-715,共14页
文章扼要介绍了基于LASG/IAP大气环流谱模式(SAMIL)的气候系统模式的新版本FGOALS-s的发展和结构。出于发展一个在东亚季风模拟方面有一定优势的气候系统模式之目的,FGOALS-s的大气模式分量SAMIL采用了较高的水平分辨率R42,这相当于2.81... 文章扼要介绍了基于LASG/IAP大气环流谱模式(SAMIL)的气候系统模式的新版本FGOALS-s的发展和结构。出于发展一个在东亚季风模拟方面有一定优势的气候系统模式之目的,FGOALS-s的大气模式分量SAMIL采用了较高的水平分辨率R42,这相当于2.8125°(经度)×1.66°(纬度),高于三角截断T42的分辨率。对FGOALS-s在模拟大气、陆面、海洋和海冰的气候平均态,以及主要的年际变率信号方面的能力进行了检验。分析表明,FGOALS-s成功地控制了气候漂移趋势,能够较为真实地模拟大气、海洋和陆面的气候平均态,特别是受益于大气模式的较高分辨率,由中国西南向东北延伸的夏季风雨带的分布,在模式中得到较为真实的再现,表明该模式在东亚夏季风的模拟上具有较强能力。耦合模式能够成功再现El Ni^no事件的非规则周期变化,但是其年际变化的振幅较之观测要弱。赤道中西太平洋年际变率的强度较之赤道中东太平洋要强。在中高纬度,模式模拟的北大西洋涛动模态,在空间分布上与观测接近。FGOALS-s模式存在的主要问题,是模拟的热带海温偏冷、而中纬度海温则偏暖,原因是模式模拟的云量分布存在偏差,它直接影响到海表的净热通量收支。模式模拟的北大西洋高纬度地区的海温明显偏冷,令该地区的年平均海冰分布的范围明显偏大;然而受南极周边海温偏高影响,南极洲周围的海冰范围则偏少。FGOALS-s的未来工作重点,宜放在大气模式的云过程、海洋模式的经向能量输送过程、以及海洋与大气的淡水通量耦合方案的改进方面。 展开更多
关键词 气候系统模式 大气环流谱模式 耦合模式 LASG IAP 海陆气相互作用 气候变化
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LASG耦合气候系统模式FGCM-1.0 被引量:12
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作者 俞永强 郑伟鹏 +1 位作者 张学洪 刘海龙 《地球物理学报》 SCIE EI CAS CSCD 北大核心 2007年第6期1677-1687,共11页
本文描述了中国科学院大气物理研究所大气科学和地球流体力学数值模拟国家重点实验室(LASG)最新发展的一个耦合气候系统模式的基本性能.该模式是在LASG灵活的全球耦合气候系统模式(英文缩写为FGCM)的初始版本FGCM-0的基础上发展而来的,... 本文描述了中国科学院大气物理研究所大气科学和地球流体力学数值模拟国家重点实验室(LASG)最新发展的一个耦合气候系统模式的基本性能.该模式是在LASG灵活的全球耦合气候系统模式(英文缩写为FGCM)的初始版本FGCM-0的基础上发展而来的,是该系列耦合模式的第二个版本,即FGCM-1.0.FGCM-1.0通过一个通量耦合器将大气、海洋和海冰三个分量模式耦合在一起,其中海洋分量模式是LASG发展的一个涡相容分辨率(eddy-permitting)全球海洋环流模式,大气和海冰分量模式则为美国国家大气研究中心(NCAR)的大气环流模式CAM2和海冰模式CSIM4.耦合模式完整地考虑了海气界面上的动量、热量和淡水通量交换,尽管在模式中没有使用任何形式的人为的通量调整或者通量距平方案,模式还是比较合理地模拟出基本的气候形态.通过对该耦合模式长期积分结果的进一步分析发现,模式能够比较好地模拟出厄尔尼诺-南方涛动(ENSO)以及印度洋偶极子事件的基本特征;与FGCM系列耦合模式的最初版本FGCM-0相比,FGCM-1.0模拟的北赤道逆流(NECC)和ENSO循环更加真实. 展开更多
关键词 气候系统模式 海洋模式 厄尔尼诺-南方涛动(ENSO)
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陆面过程对气候影响的数值模拟:SSiB与IAP/LASG L9R15 AGCM耦合及其模式性能 被引量:28
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作者 孙岚 吴国雄 孙菽芬 《气象学报》 CSCD 北大核心 2000年第2期179-193,共15页
利用陆面过程模式 SSi B与 IAP/LASG发展的 L9R1 5AGCM的耦合 1 0 a积分试验 ,研究了全球尺度大气与地表的水分和能量交换以及陆地与大气环流和气候的相互作用。模拟表明 :SSi B模式可模拟出陆地上较为真实的表面通量及其日变化 ,较好... 利用陆面过程模式 SSi B与 IAP/LASG发展的 L9R1 5AGCM的耦合 1 0 a积分试验 ,研究了全球尺度大气与地表的水分和能量交换以及陆地与大气环流和气候的相互作用。模拟表明 :SSi B模式可模拟出陆地上较为真实的表面通量及其日变化 ,较好地定量描述土壤 -植被 -大气连续体系 ( SPAC)中能量和水分的传输过程。因此 ,将其引入气候模式中能够模拟出比 CTL- AGCM更合理的气候平均状态、水汽分布以及水汽输送的气候特征 ,特别是亚洲夏季风水汽输送独特的地域性 ,再现了大气环流 ,尤其是陆面气候的基本特征。并指出 ,陆面过程参数化的引进及其陆面状况的变化显著地改善了全球陆地上的水分平衡状况。利用改进的再循环降水模式 ,进一步研究了陆面过程参数化明显改进降水模拟的物理机制。指出全球陆地 ,特别是盛夏北半球干旱、半干旱地区的再循环降水率明显减小 ,与陆面上表面潜热通量的显著减小区一致 ,从而克服了许多未耦合陆面过程的 AGCMs因对地表水过程非常简单地参数化导致的普遍存在着整个陆地降水偏高 ,改善了全球陆地上的水分平衡状况。因此 ,在充分耦合的陆气环流模式中模拟的降水分布与实况接近。 展开更多
关键词 陆面过程 气候影响 数值模拟 模式性能
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LASG—REM对1994年中国汛期降水的实时预报试验 被引量:28
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作者 宇如聪 《大气科学》 CSCD 北大核心 1994年第S1期801-809,共9页
LASG-REM对1994年我国汛期降水连续实时的预报试验结果再次表明了该模式对24小时短期降水有很强的预报能力。本文给出了该模式从6月上旬到7月下旬连续50天的降水实时数值预报试验的TS(ThreatScore)技... LASG-REM对1994年我国汛期降水连续实时的预报试验结果再次表明了该模式对24小时短期降水有很强的预报能力。本文给出了该模式从6月上旬到7月下旬连续50天的降水实时数值预报试验的TS(ThreatScore)技术评分以及发生在6、7、8月份主要降水过程的预报和根据大部分气象站观测降水量分析的24小时降水量等值线的比较。从6月上旬到7月下旬,LASG-REM连续50天的实时降水数值预报试验的TS技术评分(模式范围)平均为:雨区范围(24小时降水大于1mm)预报的TS值为56%;24小时降水大于10mm、25mm和50mm的TS值分别为36%、23%和15%,较1993年的TS评分有明显的提高。模式对1994年造成华南、华北严重洪涝灾害的暴雨都有很好的预报。由于模式中采用了保形水汽平流方案,在整个试验期间的水汽平流计算都未出现负水汽现象。初步的比较试验结果表明,模式中对地形的有效处理和给出较合适的水汽凝结参数对模式成功预报是重要的。 展开更多
关键词 暴雨数值预报 保形水汽平流方案 Η坐标 水汽凝结参数
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LASG第四届气候系统模式研讨会
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《气象学报》 CAS CSCD 北大核心 2005年第1期48-48,共1页
关键词 气候系统模式 LASG 研讨会
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The Performance of Atmospheric Component Model R42L9 of GOALS/LASG 被引量:31
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作者 吴统文 刘平 +3 位作者 王在志 刘屹岷 宇如聪 吴国雄 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2003年第5期726-742,共17页
This paper examines the performance of an atmospheric general circulation model (AGCM) developed at the State Key Laboratory of Numerical Modeling for Atmospheric Sciences and Geophysical Fluid Dynamics, Institute of ... This paper examines the performance of an atmospheric general circulation model (AGCM) developed at the State Key Laboratory of Numerical Modeling for Atmospheric Sciences and Geophysical Fluid Dynamics, Institute of Atmospheric Physics (LASG/IAP). It is a spectral model truncated at R42(2.8125°long×1.66°lat) resolution and with nine vertical levels, and referred to as R42L9/LASG hereafter. It is also the new version of atmospheric component model R15L9 of the global ocean-atmosphere-land system (GOALS/LASG). A 40-year simulation in which the model is forced with the climatological monthly mean sea surface temperature is compared with the 40-year (1958-97) U.S. National Center for Environmental Prediction (NGEP) global reanalysis and the 22-year (1979-2000) Xie-Arkin monthly precipitation climatology. The mean DJF and JJA geographical distributions of precipitation, sea level pressure, 500-hPa geopotential height, 850-hPa and 200-hPa zonal wind, and other fields averaged for the last 30-year integration of the R42L9 model are analyzed. Results show that the model reproduces well the observed basic patterns, particularly precipitation over the East Asian region. Comparing the new model with R15L9/LASG, the old version with coarse resolution (nearly 7.5°long×4.5°lat), shows an obvious improvement in the simulation of regional climate, especially precipitation. The weaknesses in simulation and future improvements of the model are also discussed. 展开更多
关键词 Global ocean-atmosphere-land system (GOALS) model development general atmospheric model (R42L9) model performance
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Prediction of the Asian-Australian Monsoon Interannual Variations with the Grid-Point Atmospheric Model of IAP LASG(GAMIL) 被引量:10
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作者 吴志伟 李建平 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2008年第3期387-394,共8页
Seasonal prediction of Asian-Australian monsoon (A-AM) precipitation is one of the most important and challenging tasks in climate prediction. In this paper, we evaluate the performance of Grid Atmospheric Model of ... Seasonal prediction of Asian-Australian monsoon (A-AM) precipitation is one of the most important and challenging tasks in climate prediction. In this paper, we evaluate the performance of Grid Atmospheric Model of IAP LASG (GAMIL) on retrospective prediction of the A-AM interannual variation (IAV), and determine to what extent GAMIL can capture the two major observed modes of A-AM rainfall IAV for the period 1979-2003. The first mode is associated with the turnabout of warming (cooling) in the Nifio 3.4 region, whereas the second mode leads the warming/cooling by about one year, signaling precursory conditions for ENSO. We show that the GAMIL one-month lead prediction of the seasonal precipitation anomalies is primarily able to capture major features of the two observed leading modes of the IAV, with the first mode better predicted than the second. It also depicts the relationship between the first mode and ENSO rather well. On the other hand, the GAMIL has deficiencies in capturing the relationship between the second mode and ENSO. We conclude: (1) successful reproduction of the E1 Nifio-excited monsoon-ocean interaction and E1 Nifio forcing may be critical for the seasonal prediction of the A-AM rainfall IAV with the GAMIL; (2) more efforts are needed to improve the simulation not only in the Nifio 3.4 region but also in the joining area of Asia and the Indian-Pacific Ocean; (3) the selection of a one-tier system may improve the ultimate prediction of the A-AM rainfall IAV. These results offer some references for improvement of the GAMIL and associated seasonal prediction skill. 展开更多
关键词 Asian-Australian monsoon interannual variation ENSO atmospheric general circulation model GAMIL
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A Fast Version of LASG/IAP Climate System Model and Its 1000-year Control Integration 被引量:39
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作者 周天军 吴波 +2 位作者 闻新宇 李立娟 王斌 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2008年第4期655-672,共18页
A fast version of the State Key Laboratory of Numerical Modeling for Atmospheric Sciences and Geophysical Fluid Dynamics (LASG)/Institute of Atmospheric Physics (IAP) climate system model is briefly documented. Th... A fast version of the State Key Laboratory of Numerical Modeling for Atmospheric Sciences and Geophysical Fluid Dynamics (LASG)/Institute of Atmospheric Physics (IAP) climate system model is briefly documented. The fast coupled model employs a low resolution version of the atmospheric component Grid Atmospheric Model of IAP/LASG (GAMIL), with the other parts of the model, namely an oceanic component LASG/IAP Climate Ocean Model (LICOM), land component Common Land Model (CLM), and sea ice component from National Center for Atmospheric Research Community Climate System Model (NCAR CCSM2), as the same as in the standard version of LASG/IAP Flexible Global Ocean Atmosphere Land System model (FGOALS_g). The parameterizations of physical and dynamical processes of the atmospheric component in the fast version are identical to the standard version, although some parameter values are different. However, by virtue of reduced horizontal resolution and increased time-step of the most time-consuming atmospheric component, it runs faster by a factor of 3 and can serve as a useful tool for longterm and large-ensemble integrations. A 1000-year control simulation of the present-day climate has been completed without flux adjustments. The final 600 years of this simulation has virtually no trends in global mean sea surface temperatures and is recommended for internal variability studies. Several aspects of the control simulation's mean climate and variability are evaluated against the observational or reanalysis data. The strengths and weaknesses of the control simulation are evaluated. The mean atmospheric circulation is well simulated, except in high latitudes. The Asian-Australian monsoonal meridional cell shows realistic features, however, an artificial rainfall center is located to the eastern periphery of the Tibetan Plateau persists throughout the year. The mean bias of SST resembles that of the standard version, appearing as a "double ITCZ" (Inter-Tropical Convergence Zone) associated with a westward extension of the equatorial eastern Pacific cold tongue. The sea ice extent is acceptable but has a higher concentration. The strength of Atlantic meridional overturning is 27.5 Sv. Evidence from the 600-year simulation suggests a modulation of internal variability on ENSO frequency, since both regular and irregular oscillations of ENSO are found during the different time periods of the long-term simulation. 展开更多
关键词 fast ocean-atmosphere coupled model low resolution model evaluation
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Evaluation of the computational performance of the finite-volume atmospheric model of the IAP/LASG(FAMIL) on a high-performance computer 被引量:9
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作者 LI Jin-Xiao BAO Qing +1 位作者 LIU Yi-Min WU Guo-Xiong 《Atmospheric and Oceanic Science Letters》 CSCD 2017年第4期329-336,共8页
High computational performance is extremely important for climate system models, especially in ultra-high-resolution model development. In this study, the computational performance of the Finite-volume Atmospheric Mod... High computational performance is extremely important for climate system models, especially in ultra-high-resolution model development. In this study, the computational performance of the Finite-volume Atmospheric Model of the IAP/LASG (FAMIL) was comprehensively evaluated on Tianhe-2, which was the world's top-ranked supercomputer from June 2013 to May 2016. The standardized Atmospheric Model Inter-comparison Project (AMIP) type of experiment was carried out that focused on the computational performance of each node as well as the simulation year per day (SYPD), the running cost speedup, and the scalability of the FAMIL. The results indicated that (1) based on five indexes (CPU usage, percentage of CPU kernel mode that occupies CPU time and of message passing waiting time (CPU SW), code vectorization (VEC), average of Gflops (Gflops_ AVE), and peak of Gflops (Gflops_PK)), FAMIL shows excellent computational performance on every Tianhe-2 computing node; (2) considering SYPD and the cost speedup of FAMIL systematically, the optimal Message Passing Interface (MPI) numbers of processors (MNPs) choice appears when FAMIL use 384 and 1536 MNPs for C96 (100 km) and C384 (25 km), respectively; and (3) FAMIL shows positive scalability with increased threads to drive the model. Considering the fast network speed and acceleration card in the MIC architecture on Tianhe-2, there is still significant room to improve the computational performance of FAMIL. 展开更多
关键词 FAMIL scalability computational performance Tianhe-2
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The Extreme Summer Precipitation over East China during 1982-2007 Simulated by the LASG/IAP Regional Climate Model 被引量:6
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作者 LIU Jing-Wei LI Bo +2 位作者 ZHOU Tian-Jun ZENG Xian-Feng FENG Lei 《Atmospheric and Oceanic Science Letters》 2012年第1期62-67,共6页
The extreme summer precipitation over East China during 1982-2007 was simulated using the LASG/IAP regional climate model CREM(the Climate version of a Regional Eta-coordinate Model).The results show that the probabil... The extreme summer precipitation over East China during 1982-2007 was simulated using the LASG/IAP regional climate model CREM(the Climate version of a Regional Eta-coordinate Model).The results show that the probability density functions(PDFs) of precipitation intensities are reasonably simulated,except that the PDFs of light and moderate rain are underestimated and that the PDFs of heavy rain are overestimated.The extreme precipitation amount(R95p) and the percent contribution of extreme precipitation to the total precipitation(R95pt) are also reasonably reproduced by the CREM.However,the R95p and R95pt over most of East China are generally overestimated,while the R95p along the coastal area of South China(SC) is underestimated.The bias of R95pt is consistent with the bias of precipitation intensity on wet days(SDII).The interannual variation for R95p anomalies(PC1) is well simulated,but that of R95pt anomalies(PC2) is poorly simulated.The skill of the model in simulating PC1(PC2) increases(decreases) from north to south.The bias of water vapor transport associated with the 95th percentile of summer daily precipitation(WVTr95) explains well the bias of the simulated extreme precipitation. 展开更多
关键词 regional climate simulation extreme precipi- tation East China CREM
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Global Coupled Ocean-Atmosphere General Circulation Models in LASG/IAP 被引量:39
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作者 俞永强 张学洪 郭裕福 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2004年第3期444-455,共12页
Coupled ocean-atmospheric general circulation models are the only tools to quantitatively simulate the climate system. Since the end of the 1980s, a group of scientists in the State Key Laboratory of Numerical Modelin... Coupled ocean-atmospheric general circulation models are the only tools to quantitatively simulate the climate system. Since the end of the 1980s, a group of scientists in the State Key Laboratory of Numerical Modeling for Atmospheric Sciences and Geophysical Fluid Dynamics (LASG), Institute of Atmospheric Physics (IAP), Chinese Academy of Sciences (CAS), have been working to develop a global OGCM and a global coupled ocean-atmosphere general circulation modei (CGCM). Prom the original flux anomaly-coupling modei developed in the beginning of the 1990s to the latest directly-coupling modei, LASG scientists have developed four global coupled GCMs. This study summarizes the development history of these models and describes the third and fourth coupled GCMs and selected applications. Strengths and weaknesses of these models are highlighted. 展开更多
关键词 coupled GCM climate change OGCM
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The Impact of Low-Level Cloud over the Eastern Subtropical Pacific on the "Double ITCZ" in LASG FGCM-0 被引量:1
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作者 戴福山 宇如聪 +2 位作者 张学洪 俞永强 李江龙 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2003年第3期461-474,共14页
Like many other coupled models, the Flexible coupled General Circulation Model (FGCM-0) suffers from the spurious “Double ITCZ”. In order to understand the “Double ITCZ” in FGCM-0, this study first examines the lo... Like many other coupled models, the Flexible coupled General Circulation Model (FGCM-0) suffers from the spurious “Double ITCZ”. In order to understand the “Double ITCZ” in FGCM-0, this study first examines the low-level cloud cover and the bulk stability of the low troposphere over the eastern subtropical Pacific simulated by the National Center for Atmospheric Research (NCAR) Community Climate Model version 3 (CCM3), which is the atmosphere component model of FGCM-0. It is found that the bulk stability of the low troposphere simulated by CCM3 is very consistent with the one derived from the National Center for Environmental Prediction (NCEP) reanalysis, but the simulated low-level cloud cover is much less than that derived from the International Satellite Cloud Climatology Project (ISCCP) D2 data. Based on the regression equations between the low-level cloud cover from the ISCCP data and the bulk stability of the low troposphere derived from the NCEP reanalysis, the parameterization scheme of low-level cloud in CCM3 is modified and used in sensitivity experiments to examine the impact of low-level cloud over the eastern subtropical Pacific on the spurious “Double ITCZ” in FGCM-0. Results show that the modified scheme causes the simulated low-level cloud cover to be improved locally over the cold oceans. Increasing the low-level cloud cover off Peru not only significantly alleviates the SST warm biases in the southeastern tropical Pacific, but also causes the equatorial cold tongue to be strengthened and to extend further west. Increasing the low-level cloud fraction off California effectively reduces the SST warm biases in ITCZ north of the equator. In order to examine the feedback between the SST and low-level cloud cover off Peru, one additional sensitivity experiment is performed in which the SST over the cold ocean off Peru is restored. It shows that decreasing the SST results in similar impacts over the wide regions from the southeastern tropical Pacific northwestwards to the western/central equatorial Pacific as increasing the low-level cloud cover does. 展开更多
关键词 coupled model double ITCZ low-level cloud
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EXPERIMENTS OF A REDUCED GRID IN LASG/IAP WORLD OCEAN GENERAL CIRCULATION MODELS (OGCMs) 被引量:1
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作者 刘喜迎 刘海龙 +1 位作者 张学洪 宇如聪 《Journal of Tropical Meteorology》 SCIE 2006年第1期9-15,共7页
Due to the decrease in grid size associated with the convergence of meridians toward the poles inspherical coordinates, the time steps in many global climate models with finite-difference method are restrictedto be un... Due to the decrease in grid size associated with the convergence of meridians toward the poles inspherical coordinates, the time steps in many global climate models with finite-difference method are restrictedto be unpleasantly small. To overcome the problem, a reduced grid is introduced to LASG/IAP world oceangeneral circulation models. The reduced grid is implemented successfully in the coarser resolutions versionmodel L30T63 at first. Then, it is carried out in the improved version model LICOM with finer resolutions. Inthe experiment with model L30T63, under time step unchanged though, execution time per single model run isshortened significantly owing to the decrease of grid number and filtering execution in high latitudes. Resultsfrom additional experiments with L30T63 show that the time step of integration can be quadrupled at most inreduced grid with refinement ratio 3. In the experiment with model LICOM and with the model’s original timestep unchanged, the model covered area is extended to the whole globe from its original case with the grid pointof North Pole considered as an isolated island and the results of experiment are shown to be acceptable. 展开更多
关键词 spherical coordinates reduced grid ocean general circulation model
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Summer Extreme Temperatures over East China during 1984-2004 Simulated by LASG/IAP Regional Climate Model CREM
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作者 ZENG Xian-Feng LIU Jing-Wei +3 位作者 LI Bo GUO Zhun ZHOU Tian-Jun FENG Lei 《Atmospheric and Oceanic Science Letters》 2012年第1期68-73,共6页
The authors examine extreme summer temperatures over East China during 19844004 using a regional climate model named CREM (the Climate version of Regional Eta-coordinate Model), which was developed by LASG/IAP. The ... The authors examine extreme summer temperatures over East China during 19844004 using a regional climate model named CREM (the Climate version of Regional Eta-coordinate Model), which was developed by LASG/IAP. The results show that the main features of the extreme summer temperatures over East China are reproduced well by CREM, and the skill for the minimum temperature is higher than that for the maximum tem- perature, especially along the Yangtze-Huai River Valley (YHV). The simulated extreme temperatures are lower than those of observation, especially for the maximum temperature. The bias of extreme temperatures is consistent with the cold bias of the climatological mean summer surface air temperature. The skill of the model in simulating the interannual variability of extreme temperatures increases from north to south. The simulated interannual variation of the minimum temperature is more reasonable than the maximum temperature. The underestimation of net solar radiation at the surface leads to a cold bias of the climatological mean temperature. Furthermore, the model underestimates the light and moderate rain, while overestimates heavy rain. It causes the simulated minimum temperature more reasonable than the maximum temperature. 展开更多
关键词 summer extreme temperatures East China CREM
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江淮梅雨期持续性暴雨和极端强降水事件的位涡比较分析 被引量:1
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作者 毛江玉 赵雪洁 +2 位作者 刘屹岷 何编 吴国雄 《暴雨灾害》 2024年第2期121-134,共14页
基于我国气象台站观测降水数据和欧洲中期天气预报中心(ECMWF)第五代大气再分析资料(ERA5),从位势涡度(位涡)强迫垂直运动的角度,揭示了江淮梅雨期持续性暴雨和极端强降水事件的动力学机制及差异。基于改进的两种事件定义方法,识别出197... 基于我国气象台站观测降水数据和欧洲中期天气预报中心(ECMWF)第五代大气再分析资料(ERA5),从位势涡度(位涡)强迫垂直运动的角度,揭示了江淮梅雨期持续性暴雨和极端强降水事件的动力学机制及差异。基于改进的两种事件定义方法,识别出1979—2020年梅雨区共发生了24次持续性暴雨事件及24次极端强降水事件。事件合成分析表明,持续性暴雨事件最强雨带主要位于长江及其以南地区,而极端强降水事件最强雨带则位于长江及其以北地区。持续性暴雨事件与热带大气低频振荡密切相关,其中南亚高压偏东、西北太平洋副热带高压偏西,因而高空偏南的西风急流附近具有高值位涡的干冷空气向南和向低空入侵,在中低层与西南暖湿气流辐合并形成梅雨锋区。极端强降水事件更大程度地取决于偏北的西风急流南侧的高空辐散及位涡强迫的强冷空气。对于极端强降水事件位涡收支的定量诊断表明,在强降水达到峰值及之前,高层负的位涡倾向主要由负的垂直位涡平流所导致,而中低层正的位涡倾向则主要取决于垂直非绝热加热的位涡制造和垂直位涡平流。结合典型个例的垂直速度分解,进一步证实梅雨区上空水平位涡平流随高度增加的垂直分布激发的上升运动分量在极端强降水事件起着重要作用。 展开更多
关键词 江淮梅雨 持续性暴雨 极端强降水 位涡
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FGOALS高分辨率气候模式系统模式研制与应用综述
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作者 俞永强 安博 +7 位作者 刘海龙 包庆 林鹏飞 何编 郑伟鹏 栾贻花 白文蓉 李恬燕 《大气科学》 CSCD 北大核心 2024年第1期200-217,共18页
当今气候系统模式发展的重要趋势之一,是通过提高模式的空间分辨率,改进对气候系统中多尺度相互作用过程和极端事件的模拟能力。过去5年里,中国科学院大气物理研究所发展并完善了25 km分辨率大气环流分量模式FAMIL2.2、1/10°分辨... 当今气候系统模式发展的重要趋势之一,是通过提高模式的空间分辨率,改进对气候系统中多尺度相互作用过程和极端事件的模拟能力。过去5年里,中国科学院大气物理研究所发展并完善了25 km分辨率大气环流分量模式FAMIL2.2、1/10°分辨率海洋环流分量模式LICOM3.0,并以此为基础建立了高分辨率气候系统模式FGOALS-f3-H。利用上述高分辨率模式,开展了大量的数值模拟试验和预报/预测研究,其中包括国际耦合模式比较计划第六阶段(CMIP6)的高分辨率模式比较子计划(HighResMIP),建立了海洋环流预测系统(LFS)等。初步评估分析表明,相对于低分辨率模式,高分辨率模式对气候平均态和气候变率的模拟能力均有明显改进。其中高分辨率大气环流模式可以更好地模拟台风、极端降水事件,高分辨率海洋模式可以更好地模拟海洋中尺度涡旋和西边界流,而高分辨率耦合模式则可以更好重现中尺度海气相互作用过程、热带不稳定波动(TIW)等事件。 展开更多
关键词 气候系统模式 高分辨率 多尺度相互作用 国际耦合模式比较计划(CMIP)
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位涡源汇和位涡环流及其天气气候意义
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作者 吴国雄 刘屹岷 +6 位作者 毛江玉 何编 包庆 谢永坤 生宸 马婷婷 李言蹊 《大气科学》 CSCD 北大核心 2024年第1期8-25,共18页
在扼要回顾地表位涡研究进展的基础上,本文介绍了复杂地形下的位涡及位涡制造的计算及近年来关于位涡源汇和位涡环流(PVC)的研究进展,侧重介绍青藏高原表层位涡的特殊性及其对天气气候的重要影响。阐明对于绝热和无摩擦大气运动,由于位... 在扼要回顾地表位涡研究进展的基础上,本文介绍了复杂地形下的位涡及位涡制造的计算及近年来关于位涡源汇和位涡环流(PVC)的研究进展,侧重介绍青藏高原表层位涡的特殊性及其对天气气候的重要影响。阐明对于绝热和无摩擦大气运动,由于位涡本身的结构重组(位涡重构)可以引起垂直涡度的发展,在夏季可以激发高原涡形成,冬季使青藏高原东部成为重要的表面涡源。基于导得的包括非绝热加热作用的、与等熵面的位移相联系的垂直运动(ωID)方程,进一步阐明青藏高原制造的正位涡沿西风气流东传会引起下游地区低空气旋性涡度、偏南风、和上升运动发展,导致位涡平流随高度增加,激发极端天气气候事件发生发展。指出青藏高原地表加热和云底的潜热释放的日变化显著地影响着地表层位涡的日变化,导致青藏高原的低涡降水系统多在午后至夜间发生发展。证明与传统的青藏高原感热加热指数相比,青藏高原地表层位涡指数能够更好地刻画关于降水的季节变化,与亚洲夏季风降水相关更密切。本文还简单介绍了PVC的概念。指出由于区域边界面的PVC的辐散辐合的变化直接与区域位涡的变化相关联,为保持北半球位涡总量的相对稳定,跨赤道面上的PVC变化与地表PVC的变化必须相互补充,因此跨赤道面上的位涡环流的变化可以成为监测近地表气候变化的窗口。近赤道的海气相互作用能够直接造成沿赤道垂直面上的纬向风垂直切变的变化,激发跨赤道位涡环流异常,从而通过大气内部PVC的变化和青藏高原的调控影响北半球近地表的气候变化。结果表明位涡环流分析为建立热带和热带外大气环流变化的联系开辟了新的蹊径,有着广阔的应用前景。 展开更多
关键词 位涡源汇 位涡环流 青藏高原 极端天气事件
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近136年(1885~2020年)长江中下游伏旱期划分及其演变分析
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作者 徐群 赵亮 《大气科学》 CSCD 北大核心 2024年第3期1072-1094,共23页
少雨高温的伏旱期对长江中下游地区农业、水利和人体健康等具有重要影响,但目前缺乏对该地区伏旱期的历史划分,对其长期变化规律也缺乏充分认识。本文利用1885年以来已划定的长江中下游沿江五站(上海、南京、芜湖、九江和汉口)梅雨期和... 少雨高温的伏旱期对长江中下游地区农业、水利和人体健康等具有重要影响,但目前缺乏对该地区伏旱期的历史划分,对其长期变化规律也缺乏充分认识。本文利用1885年以来已划定的长江中下游沿江五站(上海、南京、芜湖、九江和汉口)梅雨期和夏季日气温、降水资料,对出梅后的少雨高温时段分别确定了少雨和高温的定量标准,划定出1885~2020年长江中下游伏旱期,并用统一气温标准结合伏旱期长度,综合确定了近136 a(1885~2020年)伏旱期强度指数。这136 a(包含有16个无伏旱年及10个入秋伏旱年)里伏旱期的年平均长度为21.6 d,呈现出3~6 a、36 a和84 a周期。1951年以来,1959~1978年是伏旱期长度的主要峰期,1980~1987年是伏旱期长度的下降谷期,之后缓慢增加;1980年代之后虽然大于30 d的长伏旱期有减少趋势,但是15~30 d且高强度的伏旱期频现;1995年之后秋伏旱明显增多,夏季延迟。136 a里最长且强的伏旱期依次出现于1934、1967、1978和2013年;最早的伏旱期出现在6月中旬,最晚在9月中下旬。近40 a来,伏旱期高温(≥35.0°C)日数大幅提高,伏旱期高温发生率从1980年代的30%左右上升到近年的50%以上,对人体健康构成威胁。长(强)伏旱期的副热带环流特征为西太平洋副热带高压稳定控制长江中下游区,而短(弱)伏旱期西太平洋副热带高压多偏东或偏南,入秋伏旱与副热带高压稳定西伸有关。伏旱期内高温日数的演变受到双重人类活动的制约,它不仅与人类活动导致的全球海陆升温有关,并且因地而异,即受到局地生态环境演变和城市热岛效应增减的人为作用影响。印度—太平洋季风区陆海温差对长江中下游伏旱期长度年代际变化有重要调制作用。 展开更多
关键词 长江中下游 伏旱期 准周期演变 人类活动 高温
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缅怀我们的恩师——叶笃正先生的学术成就和治学精神
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作者 黄荣辉 黄刚 《大气科学》 CSCD 北大核心 2024年第1期1-7,共7页
本文是为纪念我们的恩师叶笃正先生逝世10周年及他对我国大气科学和中国科学院大气物理研究所发展的重大贡献而写。本文简要地回顾他对大气科学的主要贡献,在70多年的研究生涯,他提出了罗斯贝波能量频散理论,此理论已是动力气象学的经... 本文是为纪念我们的恩师叶笃正先生逝世10周年及他对我国大气科学和中国科学院大气物理研究所发展的重大贡献而写。本文简要地回顾他对大气科学的主要贡献,在70多年的研究生涯,他提出了罗斯贝波能量频散理论,此理论已是动力气象学的经典理论之一;并且他创立了东亚大气环流理论和青藏高原气象学;特别是他提出了大气运动过程适应的尺度理论以及全球增暖适应的新概念。本文还简单回顾了他对大气物理研究所发展的杰出贡献和他严谨、认真的科学精神。 展开更多
关键词 频散 大气环流 适应 青藏高原 气候变化
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利用长短期记忆网络LSTM对赤道太平洋海表面温度短期预报
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作者 张桃 林鹏飞 +6 位作者 刘海龙 郑伟鹏 王鹏飞 徐天亮 李逸文 刘娟 陈铖 《大气科学》 CSCD 北大核心 2024年第2期745-754,共10页
海表面温度作为海洋中一个最重要的变量,对全球气候、海洋生态等有很大的影响,因此十分有必要对海表面温度(SST)进行预报。深度学习具备高效的数据处理能力,但目前利用深度学习对整个赤道太平洋的SST短期预报及预报技巧的研究仍较少。... 海表面温度作为海洋中一个最重要的变量,对全球气候、海洋生态等有很大的影响,因此十分有必要对海表面温度(SST)进行预报。深度学习具备高效的数据处理能力,但目前利用深度学习对整个赤道太平洋的SST短期预报及预报技巧的研究仍较少。本文基于最优插值海表面温度(OISST)的日平均SST数据,利用长短期记忆(LSTM)网络构建了未来10天赤道太平洋(10°S~10°N,120°E~80°W)SST的逐日预报模型。LSTM预报模型利用1982~2010年的观测数据进行训练,2011~2020年的观测数据作为初值进行预报和检验评估。结果表明:赤道太平洋东部地区预报均方根误差(RMSE)大于中、西部,东部预报第1天RMSE为0.6℃左右,而中、西部均小于0.3℃。在不同的年际变化位相,预报RMSE在拉尼娜出现时期最大,正常年份次之,厄尔尼诺时期最小,RMSE在拉尼娜时期比在厄尔尼诺时期可达20%。预报偏差整体表现为东正、西负。相关预报技巧上,中部最好,可预报天数基本为10天以上,赤道冷舌附近可预报天数为4~7天,赤道西边部分地区可预报天数为3天。预报模型在赤道太平洋东部地区各月份预报技巧普遍低于西部地区,相比较而言各区域10、11月份预报技巧最低。总的来说,基于LSTM构建的SST预报模型能很好地捕捉到SST在时序上的演变特征,在不同案例中预报表现良好。同时该预报模型依靠数据驱动,能迅速且较好地预报未来10天以内的日平均SST的短期变化。 展开更多
关键词 海表面温度 LSTM (long SHORT-TERM memory) 短期预报 赤道太平洋
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