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Statistical Downscaling for Multi-Model Ensemble Prediction of Summer Monsoon Rainfall in the Asia-Pacific Region Using Geopotential Height Field 被引量:42
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作者 祝从文 Chung-Kyu PARK +1 位作者 Woo-Sung LEE Won-Tae YUN 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2008年第5期867-884,共18页
The 21-yr ensemble predictions of model precipitation and circulation in the East Asian and western North Pacific (Asia-Pacific) summer monsoon region (0°-50°N, 100° 150°E) were evaluated in ni... The 21-yr ensemble predictions of model precipitation and circulation in the East Asian and western North Pacific (Asia-Pacific) summer monsoon region (0°-50°N, 100° 150°E) were evaluated in nine different AGCM, used in the Asia-Pacific Economic Cooperation Climate Center (APCC) multi-model ensemble seasonal prediction system. The analysis indicates that the precipitation anomaly patterns of model ensemble predictions are substantially different from the observed counterparts in this region, but the summer monsoon circulations are reasonably predicted. For example, all models can well produce the interannual variability of the western North Pacific monsoon index (WNPMI) defined by 850 hPa winds, but they failed to predict the relationship between WNPMI and precipitation anomalies. The interannual variability of the 500 hPa geopotential height (GPH) can be well predicted by the models in contrast to precipitation anomalies. On the basis of such model performances and the relationship between the interannual variations of 500 hPa GPH and precipitation anomalies, we developed a statistical scheme used to downscale the summer monsoon precipitation anomaly on the basis of EOF and singular value decomposition (SVD). In this scheme, the three leading EOF modes of 500 hPa GPH anomaly fields predicted by the models are firstly corrected by the linear regression between the principal components in each model and observation, respectively. Then, the corrected model GPH is chosen as the predictor to downscale the precipitation anomaly field, which is assembled by the forecasted expansion coefficients of model 500 hPa GPH and the three leading SVD modes of observed precipitation anomaly corresponding to the prediction of model 500 hPa GPH during a 19-year training period. The cross-validated forecasts suggest that this downscaling scheme may have a potential to improve the forecast skill of the precipitation anomaly in the South China Sea, western North Pacific and the East Asia Pacific regions, where the anomaly correlation coefficient (ACC) has been improved by 0.14, corresponding to the reduced RMSE of 10.4% in the conventional multi-model ensemble (MME) forecast. 展开更多
关键词 summer monsoon precipitation multi-model ensemble prediction statistical downscaling forecast
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Notes of Numerical Simulation of Summer Rainfall in China with a Regional Climate Model REMO 被引量:3
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作者 崔雪锋 黄刚 陈文 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2008年第6期999-1008,共10页
Regional climate models are major tools for regional climate simulation and their output are mostly used for climate impact studies. Notes are reported from a series of numerical simulations of summer rainfall in Chin... Regional climate models are major tools for regional climate simulation and their output are mostly used for climate impact studies. Notes are reported from a series of numerical simulations of summer rainfall in China with a regional climate model. Domain sizes and running modes are major foci. The results reveal that the model in forecast mode driven by "perfect" boundaries could reasonably represent the inter-annual differences: heavy rainfall along the Yangtze River in 1998 and dry conditions in 1997. Model simulation in climate mode differs to a greater extent from observation than that in forecast mode. This may be due to the fact that in climate mode it departs further from the driving fields and relies more on internal model dynamical processes. A smaller domain in climate mode outperforms a larger one. Further development of model parameterizations including dynamic vegetation are encouraged in future studies. 展开更多
关键词 regional climate model REMO summer rainfall in China running mode domain choice
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Asian Summer Monsoon Onset in Simulations and CMIP5 Projections Using Four Chinese Climate Models 被引量:10
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作者 ZOU Liwei ZHOU Tianjun 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2015年第6期794-806,共13页
The reproducibility and future changes of the onset of the Asian summer monsoon were analyzed based on the simulations and projections under the Representative Concentration Pathways (RCP) scenario in which anthropo... The reproducibility and future changes of the onset of the Asian summer monsoon were analyzed based on the simulations and projections under the Representative Concentration Pathways (RCP) scenario in which anthropogenic emissions continue to rise throughout the 21 st century (i.e. RCP8.5) by all realizations from four Chinese models that participated in the Coupled Model Intercomparison Project Phase 5 (CMIP5). Delayed onset of the monsoon over the Arabian Sea was evident in all simulations for present-day climate, which was associated with a too weak simulation of the low-level Somali jet in May. A consistent advanced onset of the monsoon was found only over the Arabian Sea in the projections, where the advanced onset of the monsoon was accompanied by an increase of rainfall and an anomalous anticyclone over the northern Indian Ocean. In all the models except FGOALS-g2, the enhanced low-level Somali jet transported more water vapor to the Arabian Sea, whereas in FGOALS-g2 the enhanced rainfall was determined more by the increased wind convergence. Furthermore, and again in all models except FGOALS-g2, the equatorial SST warming, with maximum increase over the eastern Pacific, enhanced convection in the central West Pacific and reduced convection over the eastern Indian Ocean and Maritime Continent region, which drove the anomalous anticyclonic circulation over the western Indian Ocean. In contrast, in FGOALS-g2, there was minimal (near-zero) warming of projected SST in the central equatorial Pacific, with decreased convection in the central West Pacific and enhanced convection over the Maritime Continent. The broader-scale differences among the models across the Pacific were related to both the differences in the projected SST pattern and in the present-day simulations. 展开更多
关键词 Asian summer monsoon ONSET climate projection Chinese climate models
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Seasonal and Intraseasonal Variations of East Asian Summer Monsoon Precipitation Simulated by a Regional Air-Sea Coupled Model 被引量:5
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作者 FANG Yongjie ZHANG Yaocun +1 位作者 HUANG Anning LI Bo 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2013年第2期315-329,共15页
The performance of a regional air-sea coupled model, comprising the Regional Integrated Environment Model System (RIEMS) and the Princeton Ocean Model (POM), in simulating the seasonal and intraseasonal variations... The performance of a regional air-sea coupled model, comprising the Regional Integrated Environment Model System (RIEMS) and the Princeton Ocean Model (POM), in simulating the seasonal and intraseasonal variations of East Asian summer monsoon (EASM) rainfall was investigated. Through comparisons of the model results among the coupled model, the uncoupled RIEMS, and observations, the impact of air-sea coupling on simulating the EASM was also evaluated. Results showed that the regional air sea coupled climate model performed better in simulating the spatial pattern of the precipitation climatology and produced more realistic variations of the EASM rainfall in terms of its amplitude and principal EOF modes. The coupled model also showed greater skill than the uncoupled RIEMS in reproducing the principal features of climatological intraseasonal oscillation (CISO) of EASM rainfall, including its dominant period, intensity, and northward propagation. Further analysis indicated that the improvements in the simulation of the EASM rainfall climatology and its seasonal variation in the coupled model were due to better simulation of the western North Pacific Subtropical High, while the improvements of CISO simulation were owing to the realistic phase relationship between the intraseasonal convection and the underlying SST resulting from the air-sea coupling. 展开更多
关键词 regional air sea coupled model East Asian summer monsoon rainfall climatological intrasea-sonal oscillation
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Relationship between South China Sea Precipitation Variability and Tropical Indo-Pacific SST Anomalies in IPCC CMIP5 Models during Spring-to-Summer Transition 被引量:1
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作者 HU Wenting WU Renguang 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2015年第9期1303-1318,共16页
The present study evaluates the precipitation variability over the South China Sea(SCS) and its relationship to tropical Indo-Pacific SST anomalies during spring-to-summer transition(April–May–June,AMJ) simulate... The present study evaluates the precipitation variability over the South China Sea(SCS) and its relationship to tropical Indo-Pacific SST anomalies during spring-to-summer transition(April–May–June,AMJ) simulated by 23 Intergovernmental Panel on Climate Change Coupled Model Intercomparison Project Phase 5 coupled models.Most of the models have the capacity to capture the AMJ precipitation variability in the SCS.The precipitation and SST anomaly(SSTA) distribution in the SCS,tropical Pacific Ocean(TPO),and tropical Indian Ocean(TIO) domains is evaluated based on the pattern correlation coefficients between model simulations and observations.The analysis leads to several points of note.First,the performance of the SCS precipitation anomaly pattern in AMJ is model dependent.Second,the SSTA pattern in the TPO and TIO is important for capturing the AMJ SCS precipitation variability.Third,a realistic simulation of the western equatorial Pacific(WEP) and local SST impacts is necessary for reproducing the AMJ SCS precipitation variability in some models.Fourth,the overly strong WEP SST impacts may disrupt the relationship between the SCS precipitation and the TPO–TIO SST.Further work remains to be conducted to unravel the specific reasons for the discrepancies between models and observations in various aspects. 展开更多
关键词 atmosphere–ocean interaction South China Sea CMIP5 models spring-to-summer transition
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A Regional Climate Model Simulation of Summer Monsoon over East Asia:A Case Study of 1991 Flood in Yangtzee-Huai River Valley
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作者 魏和林 王维强 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 1998年第4期59-79,共21页
The evolution of summer monsoon over East Asia is the result of multi-scale interactions, including the large-scale subtropical high, upper level jet and regional-scale Meiyu front, vortex, and thermal heating. Region... The evolution of summer monsoon over East Asia is the result of multi-scale interactions, including the large-scale subtropical high, upper level jet and regional-scale Meiyu front, vortex, and thermal heating. Regional Climate Models should be a better way to simulate the summer monsoon evolution, because not only they can reflect the large-scale forcing through boundary condition, theirs high resolution can also catch regional-scale forcing in detail. To evaluate the ability of SUNYA-ReCM to simulate the evolution of the summer monsoon over East Asia especially in the extreme climate, a simulation of the East Asian flood that occurred during 1991 summer was performed. This simulation was driven by large-scale atmospheric background derived from the European Centre for Medium-Range Weather Forecasts (ECMWF) and Tropic Ocean Global Atmospheric (TOGA) analysis. The model is capable of reproducing the major features of the monthly mean monsoon circulation, anomalous rainfall in the Yangtze-Huai River Valley and the two northward jumps of rainfall belt as well as the other large-scale components of the monsoon. The changes of the large-scale circulation during the evolution of summer monsoon are also well simulated, which include: (1) the wind direction changes from southeasterly to southwesterly in the South China Sea. (2) The northward shift of the upper westerly over East China and the Tibetan Plateau. (3) The northward shift of the western Pacific subtropic high at 500 hPa. The model also has a good simulation on the evolution of the regional-scale components of the monsoon, including Meiyu front and southwest (SW) vortex in Sichuan Basin. 展开更多
关键词 Regional climate model summer monsoon 1991 flood
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Some Physical Aspects of Summer Monsoon Clouds-Comparison of Cloud Model Results with Observations
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作者 A. Mary Selvam R. Vijayakumar A. S. R. Murty 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 1991年第1期111-124,共14页
The physical characteristics of the summer monsoon clouds were investigated. The results of a simple cloud model were compared with the aircraft cloud physical observations collected during the summer monsoon seasons ... The physical characteristics of the summer monsoon clouds were investigated. The results of a simple cloud model were compared with the aircraft cloud physical observations collected during the summer monsoon seasons of 1973, 1974, 1976 and 1981 in the Deccan Plateau region.The model predicted profiles of cloud liquid water content (LWC) are in agreement with the observed profiles. There is reasonable agreement between the model predicted cloud vertical thickness and observed rainfall.The observed cloud-drop spectra were found to be narrow and the concentration of drops with diameter > 20um is either low or absent on many occasions. In such clouds the rain-formation cannot take place under natural atmospheric conditions due to the absence of collision-coalescence process. A comparison of the model predicted and observed rainfall suggested that the precipitation efficiency in cumulus clouds of small vertical thickness could be as low as 20 per cent.The clouds forming in the Deccan Plateau region during the summer monsoon are, by and large, cumulus and strato-cumulus type. The vertical thickness of the cumulus clouds is in the range of 1.0-2.0 km. The LWC is found to be more in the region between 1.6-1.9 km A. S. L. , which corresponds to the level at almost 3 / 4 th of the total vertical thickness of the cloud and thereafter the LWC sharply decreased. Nearly 98 per cent of the tops of the low clouds in the region are below freezing level and the most frequent range of occurrence of these cloud-tops is in the range of 2.0-3.0 km A. S. L. The dominant physical mechanism of rain-formation in these summer monsoon clouds is the collision-coalescence process. 展开更多
关键词 heat Some Physical Aspects of summer Monsoon Clouds-Comparison of Cloud model Results with Observations
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The summertime circulation of the Bohai Sea simulated from a high-resolution wave-tide-circulation coupled model 被引量:2
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作者 Changshui Xia Jingsong Guo +2 位作者 Guansuo Wang Zhenhua Chen Xiaodi Kuang 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2019年第1期32-37,共6页
The Bohai Sea is a shallow semi-enclosed inner sea with an average depth of 18 m and is located at the west of the northern Yellow Sea. The climatological circulation pattern in summer of the Bohai Sea is studied by u... The Bohai Sea is a shallow semi-enclosed inner sea with an average depth of 18 m and is located at the west of the northern Yellow Sea. The climatological circulation pattern in summer of the Bohai Sea is studied by using a wave-tide-circulation coupled model. The simulated temperature and the circulation agree with the observation well. The result shows that the circulation pattern of the Bohai Sea is jointly influenced by the tidal residual current, wind and baroclinic current. There exists an obvious density current along the temperature front from the west part of the Liaodong Bay to the offshore area of the Huanghe Estuary. In the Liaodong Bay there exists a clockwise gyre in the area north to the 40°N. While in the area south to the 40°N the circulation shows a two-gyre structure, the flow from the offshore area of the Huanghe Estuary to the Liaodong Bay splits into two branches in the area between 39°N and 40°N. The west branch turns into north-west and forms an anti-clockwise gyre with the south-westward density current off the west of the Liaodong Bay. The east branch turns to the east and forms a clockwise gyre with the flow along the east coast of the Liaodong Bay. The forming mechanism of the circulation is also discussed in this paper. 展开更多
关键词 Bohai Sea summer CIRCULATION baroclinic current wave-tide-circulation coupled model
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Improving Multi-model Ensemble Probabilistic Prediction of Yangtze River Valley Summer Rainfall 被引量:5
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作者 LI Fang LIN Zhongda 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2015年第4期497-504,共8页
Seasonal prediction of summer rainfall over the Yangtze River valley(YRV) is valuable for agricultural and industrial production and freshwater resource management in China, but remains a major challenge. Earlier mu... Seasonal prediction of summer rainfall over the Yangtze River valley(YRV) is valuable for agricultural and industrial production and freshwater resource management in China, but remains a major challenge. Earlier multi-model ensemble(MME) prediction schemes for summer rainfall over China focus on single-value prediction, which cannot provide the necessary uncertainty information, while commonly-used ensemble schemes for probability density function(PDF) prediction are not adapted to YRV summer rainfall prediction. In the present study, an MME PDF prediction scheme is proposed based on the ENSEMBLES hindcasts. It is similar to the earlier Bayesian ensemble prediction scheme, but with optimization of ensemble members and a revision of the variance modeling of the likelihood function. The optimized ensemble members are regressed YRV summer rainfall with factors selected from model outputs of synchronous 500-h Pa geopotential height as predictors. The revised variance modeling of the likelihood function is a simple linear regression with ensemble spread as the predictor. The cross-validation skill of 1960–2002 YRV summer rainfall prediction shows that the new scheme produces a skillful PDF prediction, and is much better-calibrated, sharper, and more accurate than the earlier Bayesian ensemble and raw ensemble. 展开更多
关键词 probability density function seasonal prediction multi-model ensemble Yangtze River valley summer rainfall Bayesian scheme
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APPLICATION OF HYSPLIT MODEL IN DEFINITION OF THE ONSET OF SOUTH CHINA SEA SUMMER MONSOON
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作者 梁卓然 江志红 +2 位作者 杨浩 刘征宇 顾婷婷 《Journal of Tropical Meteorology》 SCIE 2013年第2期130-137,共8页
Using NCEP reanalysis data and an airflow trajectory model based on the Lagrangian method, theHybrid Single-Particle Lagrangian Integrated Trajectory (HYSPLIT) model, the daily backward trajectorieson the height of 85... Using NCEP reanalysis data and an airflow trajectory model based on the Lagrangian method, theHybrid Single-Particle Lagrangian Integrated Trajectory (HYSPLIT) model, the daily backward trajectorieson the height of 850 hPa above the South China Sea (SCS) area are simulated from April to June. The onsetdate of the SCS summer monsoon from 1948 to 2009 is determined according to the simulated source ofairflow in the monitored area of the SCS. By analyzing the SCS monsoon onset dates over the 62 years, wefound that the number of years in which the SCS monsoon onset is earlier accounts for 13%, and the lateryears 14%, the normal years 73%, of all the 62 years. Analyses with the Lagrangian method, done incomparison with the other two methods which combine wind and potential pseudo-equivalent temperature,were performed to determine the onset dates of the SCS summer monsoon. In some years, the source of thesouthwest airflow in the monitored area of the SCS is in the subtropical region before the onset of the SCSmonsoon, so the airflow from the subtropics can be distinguished with the airflow from the tropics by usingthe Lagrangian method. The simulation by the trajectory model indicated that in some years, after the onsetof SCS summer monsoon, the SCS will be controlled by the southeast wind instead of the southwesterlyusually expected. 展开更多
关键词 SOUTH China Sea summer MONSOON LAGRANGIAN method HYSPLIT model
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大型浅水湖泊叶绿素a浓度对高温热浪响应的模拟研究
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作者 岳林坦 杨逸帆 +7 位作者 庄新凤 陈韦钰 孔祥臻 邓建明 赵中华 陆应诚 朱广伟 秦伯强 《湖泊科学》 北大核心 2026年第1期65-77,I0011-I0013,共16页
随着全球变暖加剧,热浪事件频率与强度显著增加。探究热浪对湖泊营养盐、叶绿素a(Chl.a)及浮游植物生长等生态过程的影响,有助于揭示湖泊在热浪条件下的生态响应机制,并为气候变化下湖泊的管理与调控提供科学支撑。本研究基于GOTM-WET模... 随着全球变暖加剧,热浪事件频率与强度显著增加。探究热浪对湖泊营养盐、叶绿素a(Chl.a)及浮游植物生长等生态过程的影响,有助于揭示湖泊在热浪条件下的生态响应机制,并为气候变化下湖泊的管理与调控提供科学支撑。本研究基于GOTM-WET模型,模拟了2022年夏季热浪对北太湖(梅梁湾)Chl.a浓度的影响,重点分析了不同热浪强度对Chl.a的影响效应及其可能机制。结果表明,2022年夏季热浪显著抑制了Chl.a浓度,且抑制效应随热浪强度的增加而增强。进一步分析发现,2022年热浪期间最高水温超过37℃,可能超出了大多数藻类的最适生长温度,从而抑制藻类生长。此外,热浪期间水柱分层加剧,导致总氮和总磷浓度在表层水体降低而在底层积累,这种营养盐垂直分异限制了表层藻类生长所需的营养供给,同样也会抑制Chl.a浓度的升高。本研究揭示了极端高温条件下水温和营养盐双重因素对湖泊藻类生长的潜在影响机制,深化了对热浪事件影响湖泊生态系统过程的理解。 展开更多
关键词 太湖 夏季热浪 叶绿素A 总氮 总磷 GOTM-WET模型 梅梁湾
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Climatic Features Related to Eastern China Summer Rainfalls in the NCAR CCM3 被引量:38
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作者 宇如聪 李薇 +4 位作者 张学洪 刘屹岷 俞永强 刘海龙 周天军 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2000年第4期503-518,共16页
The climatic features associated with the eastern China summer rainfalls (ECSR) are examined in the National Center for Atmospheric Research (NCAR) Community Climate Model Version 3 (CCM3) of the United States of Amer... The climatic features associated with the eastern China summer rainfalls (ECSR) are examined in the National Center for Atmospheric Research (NCAR) Community Climate Model Version 3 (CCM3) of the United States of America, and run with time-evolving sea surface temperature (SST) from September 1978 to August 1993. The CCM3 is shown to capture the salient seasonal features of ECSR. As many other climate models, however, there are some unrealistic projections of ECSR in the CCM3. The most unacceptable one is the erroneously intensified precipitation center on the east periphery of the Tibetan Plateau and its northeastward extension. The artificial strong rainfall center is fairly assessed by comparing with the products of the station rainfall data, Xie and Arkin (1996) rainfall data and the European Centre for Medium-Range Weather Forecasts (ECMWF) reanalysis (Gibson et al., 1997). The physical processes involved in the formation of the rainfall center are discussed. The preliminary conclusion reveals that it is the overestimated sensible heating over and around the Tibetan Plateau in the CCM3 that causes the heavy rainfall. The unreal strong surface sensible heating over the southeast and northeast of Tibetan Plateau favors the forming of a powerful subtropical anticyclone over the eastern China. The fake enclosed subtropical anticyclone center makes the moist southwest wind fasten on the east periphery of the Tibetan Plateau and extend to its northeast. In the southeast coast of China, locating on the southeast side of the subtropical anticyclone, the southwest monsoon is decreased and even replaced by northeast wind in some cases. In the CCM3, therefore, the precipitation is exaggerated on the east periphery of the Tibetan Plateau and its northeast extension and is underestimated in the southeast coast of China. Key words Eastern China summer rainfall - Model validation - Subtropical anticyclone - Diabatic heating This study was sponsored by Chinese Academy of Sciences under grant “ Hundred Talents” for “ Validation of Coupled Climate models” and the National Natural Science Foundation of China (Grant No.49823002), and IAP innovation fund (No. 8-1204). 展开更多
关键词 Eastern China summer rainfall model validation Subtropical anticyclone Diabatic heating
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How the “Best” Models Project the Future Precipitation Change in China 被引量:16
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作者 陈活泼 孙建奇 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2009年第4期773-782,共10页
Projected changes in summer precipitation characteristics in China during the 21st century are assessed using the monthly precipitation outputs of the ensemble of three "best" models under the Special Report on Emis... Projected changes in summer precipitation characteristics in China during the 21st century are assessed using the monthly precipitation outputs of the ensemble of three "best" models under the Special Report on Emissions Scenarios (SRES) A1B, A2, and B1 scenarios. The excellent reproducibility of the models both in spatial and temporal patterns for the precipitation in China makes the projected summer precipitation change more believable for the future 100 years. All the three scenarios experiments indicate a consistent enhancement of summer precipitation in China in the 21st century. However, the projected summer precipitation in China demonstrates large variability between sub-regions. The projected increase in precipitation in South China is significant and persistent, as well as in North China. Meanwhile, in the early period of the 21st century, the region of Northeast China is projected to be much drier than the present. But, this situation changes and the precipitation intensifies later, with a precipitation anomaly increase of 12.4%0-20.4% at the end of the 21st century. The region of the Xinjiang Province probably undergoes a drying trend in the future 100 years, and is projected to decrease by 1.7%-3.6% at the end of the 21st century. There is no significant long-term change of the projected summer precipitation in the lower reaches of the Yangtze River valley. A high level of agreement of the ensemble of the regional precipitation change in some parts of China is found across scenarios but smaller changes are projected for the B1 scenario and slightly larger changes for the A2 scenario. 展开更多
关键词 PROJECTION summer precipitation "best" models ENSEMBLE
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CMIP5/AMIP GCM Simulations of East Asian Summer Monsoon 被引量:5
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作者 FENG Jinming WEI Ting +2 位作者 DONG Wenjie WU Qizhong WANG Yongli 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2014年第4期836-850,共15页
The East Asian summer monsoon (EASM) is a distinctive component of the Asian climate system and critically influences the economy and society of the region.To understand the ability of AGCMs in capturing the major f... The East Asian summer monsoon (EASM) is a distinctive component of the Asian climate system and critically influences the economy and society of the region.To understand the ability of AGCMs in capturing the major features of EASM,10 models that participated in Coupled Model Intercomparison Project/Atmospheric Model Intercomparison Project (CMIP5/AMIP),which used observational SST and sea ice to drive AGCMs during the period 1979-2008,were evaluated by comparing with observations and AMIP Ⅱ simulations.The results indicated that the multi-model ensemble (MME) of CMIP5/AMIP captures the main characteristics of precipitation and monsoon circulation,and shows the best skill in EASM simulation,better than the AMIP Ⅱ MME.As for the Meiyu/Changma/Baiyu rainbelt,the intensity of rainfall is underestimated in all the models.The biases are caused by a weak western Pacific subtropical high (WPSH) and accompanying eastward southwesterly winds in group Ⅰ models,and by a too strong and west-extended WPSH as well as westerly winds in group Ⅱ models.Considerable systematic errors exist in the simulated seasonal migration of rainfall,and the notable northward jumps and rainfall persistence remain a challenge for all the models.However,the CMIP5/AMIP MME is skillful in simulating the western North Pacific monsoon index (WNPMI). 展开更多
关键词 CMIP5/AMIP AMIP East Asian summer monsoon multi-model ensemble
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A Statistical-Dynamical Scheme for the Extraseasonal Prediction of Summer Rainfall for 160 Observation Stations across China 被引量:5
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作者 郎咸梅 郑飞 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2011年第6期1291-1300,共10页
The purpose of this study was to design and test a statistical-dynamical scheme for the extraseasonal(one season in advance) prediction of summer rainfall at 160 observation stations across China.The scheme combined... The purpose of this study was to design and test a statistical-dynamical scheme for the extraseasonal(one season in advance) prediction of summer rainfall at 160 observation stations across China.The scheme combined both valuable information from the preceding observations and dynamical information from synchronous numerical predictions of atmospheric circulation factors produced by an atmospheric general circulation model.First,the key preceding climatic signals and synchronous atmospheric circulation factors that were not only closely related to summer rainfall but also numerically predictable were identified as the potential predictors.Second,the extraseasonal prediction models of summer rainfall were constructed using a multivariate linear regression analysis for 15 subregions and then 160 stations across China.Cross-validation analyses performed for the period 1983-2008 revealed that the performance of the prediction models was not only high in terms of interannual variation,trend,and sign but also was stable during the whole period.Furthermore,the performance of the scheme was confirmed by the accuracy of the real-time prediction of summer rainfall during 2009 and 2010. 展开更多
关键词 summer rainfall statistical-dynamical scheme prediction model
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An Introduction to the Coupled Model FGOALS1.1-s and Its Performance in East Asia 被引量:13
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作者 包庆 吴国雄 +3 位作者 刘屹岷 杨静 王在志 周天军 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2010年第5期1131-1142,共12页
The spectral version 1.1 of the Flexible Global Ocean–atmosphere–land System (FGOALS1.1-s) model was developed in the State Key Laboratory of Numerical Modeling for Atmospheric Sciences and Geophys- ical Fluid Dyn... The spectral version 1.1 of the Flexible Global Ocean–atmosphere–land System (FGOALS1.1-s) model was developed in the State Key Laboratory of Numerical Modeling for Atmospheric Sciences and Geophys- ical Fluid Dynamics at the Institute of Atmospheric Physics (LASG/IAP). This paper reports the major modifications to the physical parameterization package in its atmospheric component, including the radiation scheme, convection scheme, and cloud scheme. Furthermore, the simulation of the East Asian Summer Monsoon (EASM) by FGOALS1.1-s is examined, both in terms of climatological mean state and interannual variability. The results indicate that FGOALS1.1-s exhibits significant improvements in the simulation of the balance of energy at the top of the atmosphere: the net radiative energy flux at the top was 0.003 W m-2 in the 40 years fully coupled integration. The distribution of simulated sea surface temperature was also quite reasonable, without obvious climate drift. FGOALS1.1-s is also capable of capturing the major features of the climatological mean state of the EASM: major rainfall maximum centers, the annual cycle of precipitation, and the lower-level monsoon circulation flow were highly consistent with observations in the EASM region. Regarding interannual variability, simulation of the EASM leading patterns and their relationship with sea surface temperature was examined. The results show that FGOALS1.1-s can reproduce the first leading pattern of the EASM and its close relationship with the decaying phase of the ENSO. However, the model lacked the ability to capture either the second major mode of the EASM or its relationship with the developing phase of the ENSO. 展开更多
关键词 East Asian summer Monsoon ocean–atmosphere–land model climatological mean state in-terannual variability ENSO
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Different Asian Monsoon Rainfall Responses to Idealized Orography Sensitivity Experiments in the HadGEM3-GA6 and FGOALS-FAMIL Global Climate Models
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作者 Kai Chi WONG Senfeng LIU +1 位作者 Andrew G. TURNER Reinhard K. SCHIEMANN 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2018年第8期153-166,共14页
Recent work has shown the dominance of the Himalaya in supporting the Indian summer monsoon (ISM), perhaps by surface sensible heating along its southern slope and by mechanical blocking acting to separate moist tro... Recent work has shown the dominance of the Himalaya in supporting the Indian summer monsoon (ISM), perhaps by surface sensible heating along its southern slope and by mechanical blocking acting to separate moist tropical flow from drier midlatitnde air. Previous studies have also shown that Indian snmmer rainfall is largely unaffected in sensitivity experiments that remove only the Tibetan Plateau. However, given the large biases in simulating the monsoon in CMIP5 models, such results may be model dependent. This study investigates the impact of orographic forcing from the Tibetan Plateau, Himalaya and Iranian Plateau on the ISM and East Asian snmmer monsoon (EASM) in the UK Met Office's HadGEM3-GA6 and China's Institute of Atmospheric Physics FGOALS-FAMIL global climate models. The models chosen featnre oppositesigned biases in their simulation of the ISM rainfall and circulation climatology. The changes to ISM and EASM circulation across the sensitivity experiments are similar in both models and consistent with previous studies. However, considerable differences exist in the rainfall responses over India and China, and in the detailed aspects such as onset and retreat dates. In particular, the models show opposing changes in Indian monsoon rainfall when the Himalaya and Tibetan Plateau orography are removed. Our results show that a multi-model approach, as suggested in the forthcoming Global Monsoon Model Intercomparison Project (GMMIP) associated with CMIP6, is needed to clarify the impact of orographic forcing on the Asian monsoon and to fully understand the implications of model systematic error. 展开更多
关键词 Tibetan Plateau East Asian summer monsoon Indian summer monsoon model bias Global Monsoon model Intercompaxison Project (GMMIP)
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Impacts of Land Process on the Onset and Evolution of Asian Summer Monsoon in the NCEP Climate Forecast System 被引量:3
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作者 Song YANG 温敏 +2 位作者 Rongqian YANG Wayne HIGGINS 张人禾 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2011年第6期1301-1317,共17页
Impacts of land models and initial land conditions (ICs) on the Asian summer monsoon, especially its onset, were investigated using the NCEP Climate Forecast System (CFS). Two land models, the Oregon State Univers... Impacts of land models and initial land conditions (ICs) on the Asian summer monsoon, especially its onset, were investigated using the NCEP Climate Forecast System (CFS). Two land models, the Oregon State University (OSU) land model and the NCEP, OSU, Air Force, and Hydrologic Research Laboratory (Noah) land model, were used to get parallel experiments NCEP/Department of Energy (DOE) Global Reanalysis 2 System (GLDAS). The experiments also used land ICs from the (GR2) and the Global Land Data Assimilation Previous studies have demonstrated that, a systematic weak bias appears in the modeled monsoon, and this bias may be related to a cold bias over the Asian land mass. Results of the current study show that replacement of the OSU land model by the Noah land model improved the model's cold bias and produced improved monsoon precipitation and circulation patterns. The CFS predicted monsoon with greater proficiency in E1 Nifio years, compared to La Nifia years model in monsoon predictions for individual years. and the Noah model performed better than the OSU These improvements occurred not only in relation to monsoon onset in late spring but also to monsoon intensity in summer. Our analysis of the monsoon features over the India peninsula, the Indo-China peninsula, and the South Chinese Sea indicates different degrees of improvement. Furthermore, a change in the land models led to more remarkable improvement in monsoon prediction than did a change from the GR2 land ICs to the GLDAS land ICs. 展开更多
关键词 Asian summer monsoon NCEP Climate Forecast System land models land initial conditions
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IBS内提骨凿与Summers骨凿行上颌窦内提升效果比较的实验研究 被引量:2
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作者 温红霞 范亚伟 《中国口腔种植学杂志》 2018年第3期114-118,135,共6页
目的:建立上颌窦内提升的山羊动物实验模型,比较IBS内提骨凿与Summers骨凿进行山羊上颌窦内提升的效果。方法:大量预实验对山羊上颌窦解剖分析,结合山羊CBCT对上颌窦提升位点探讨,建立上颌窦内提升的山羊动物实验模型。对18只本地山羊3... 目的:建立上颌窦内提升的山羊动物实验模型,比较IBS内提骨凿与Summers骨凿进行山羊上颌窦内提升的效果。方法:大量预实验对山羊上颌窦解剖分析,结合山羊CBCT对上颌窦提升位点探讨,建立上颌窦内提升的山羊动物实验模型。对18只本地山羊36个上颌窦左右随机分为实验组与对照组,实验组运用IBS内提骨凿,对照组运用Summers骨凿,18只山羊依据上颌窦提升高度为5,8,10mm随机分为3组,每组6只羊头,统计每组实验组与对照组的穿孔数并记录穿孔时上颌窦提升的高度。结果:建立了以山羊上颌第一磨牙腭侧6-8mm的位点进行上颌窦内提升的动物实验模型。每组实验组6个上颌窦穿孔数分别为0、1、3;对照组6个上颌窦穿孔数分别为1、5、6。实验组与对照组行上颌窦内提升高度为5mm时两者安全性无明显差异[(5.00±0.00) mm vs(4.92±0.20) mm,P>0.05],实验组与对照组行上颌窦内提升高度为8mm时两者差异显著[(7.83±0.41) mm vs (6.58±1.32) mm,P<0.05],实验组与对照组行上颌窦内提升高度为10mm时两者安全性差异显著[(9.17±1.57) mm vs (6.08±0.97) mm,P<0.05]。结论:山羊上颌第一磨牙腭侧6-8mm的位点进行上颌窦内提升效果显著,当提升高度小于5mm,两者提升效果无明显差异,提升高度大于5mm,两骨凿相较而言,IBS内提骨凿较Summers骨凿有更好的提升效果及安全性。 展开更多
关键词 IBS内提骨凿 summers骨凿 上颌窦提升高度 山羊动物实验模型
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Simulation of East Asian Summer Monsoon with IAP CGCM
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作者 陈起英 俞永强 郭裕福 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 1997年第4期30-41,共12页
East Asian summer monsoon simulated by a coupled ocean-atmosphere general circulation model developed in the Institute of Atmospheric Physics (IAP CGCM) is analyzed. The precipitation, low-level streamline field, sea ... East Asian summer monsoon simulated by a coupled ocean-atmosphere general circulation model developed in the Institute of Atmospheric Physics (IAP CGCM) is analyzed. The precipitation, low-level streamline field, sea level pressure, low-level temperature and mixing ratio are compared with the observed ones respectively. The results show that IAP CGCM can simulate most features of summer monsoon circulation, but it still has some important systematic errors. The simulated Somali jet tends to be much weak and lies too far south. The cross-equatorial flows between 120 o E and dateline are also too weaker in the model than those in reality, while the South Asia monsoon low is stronger than that in the observation and reaches further east. At the same time, the subtropical high in the western Pacific extends too far west and north. Accompanied by these deviations in tropical and subtropical zones, the westerly troughs in the middle and high latitudes affect further southerly regions in China than those observed. All these deficiencies in simulating summer monsoon circulation result in the errors in modelled precipitation in East Asia, which include the underestimation of precipitation over East Asia in summer, the premature emergence of maximum precipitation and the further southerly rainfall belt in East Asia than the observed one. So the most obvious drawbeck of the model is the apparent underestimation of Meiyu frontal rainfall. 展开更多
关键词 East Asian summer monsoon Coupled ocean-atmosphere model
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