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1.
A preliminary evaluation of high-performance advanced regional eta-coordinate model(H-AREM) 
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下载免费PDF全文 《大气和海洋科学快报》2017,(1)
为验证高性能AREM模式(H-AREM)的并行性能,本文利用相同分辨率的AREM3.4P和H-AREM并行模式,比较了不同并行方法的影响;利用不同分辨率的H-AREM模式比较了不同剖分策略的影响。结果表明,基于并行框架的并行方法和二维剖分策略有利于并行性能的提升,HAREM在加速比和可扩展性方面都要优于原并行模式,特别是分辨率8 km的H-AREM模式能够扩展到8099核,在不显著增加计算时间的前提下具有更好的预报效果。 相似文献
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BCC_CSM气候系统模式移植优化及其气候模拟验证 总被引：1，自引：0，他引：1
为了提高BCC_CSM气候系统模式运行效率,保障业务科研工作的顺利开展,进行BCC_CSM气候系统模式在IBM高性能计算系统的移植工作;通过性能优化使BCC_CSM模式运行效率显著提高,通过气候要素形势场分布和相对误差量化指标对BCC_CSM气候系统模式模拟性能进行验证。结果表明：移植优化后,BCC_CSM气候系统模式计算效率提高为原来的1.4倍;基于CMIP5 piControl试验,完成531-540年10 a的气候模拟,年平均地表气温形势场分布合理,相对误差小于0.5%,BCC_CSM气候系统模式计算和模拟性能均能满足应用需求。 相似文献
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基于MPI技术的AREM模式并行开发及试验 总被引：1，自引：0，他引：1
应用消息传递接口函数库（MPI）并行程序设计技术开发了中尺度暴雨数值预报模式AREM（Advanced Regional Eta-coordinate Model）的并行版本,并在3种计算机系统平台下进行了加速比测试,结果显示出较高的并行效率和较好的可扩展性。建立并行版本后,模式高分辨率版本能够满足时效性要求。通过采用并行模式的高低分辨率版本对一个暴雨个例进行模拟表明,高分辨并行版本的模拟结果与观测更为接近,并具有较好的预报时效性。 相似文献
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大气环流数值模式的一种并行化方案 总被引：3，自引：2，他引：1
从一般计算机并行计算理论出发,结合大气科学模式的特点,总结出一套对数值模式适用的并行化编程方案,而且提出了并行计算过程中应该注意的一些问题.利用文中提到的方案,可以帮助刚开始接触并行计算的模式编程人员快速完成串行数值模式的并行编程.最后,以一个串行的大气环流模式SAMIL并行化编程作为实例,对其并行计算过程和并行计算效率进行了描述和分析. 相似文献
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采用消息传递方式 (MPI) 对最近发展的广州区域数值预报模式进行了并行化计算研究。根据模式的结构和计算过程特点, 模式适合采用水平分区方案进行并行计算处理。在曙光3000并行计算机上分别采用一维和二维分区并行方案实现了模式的并行化计算, 并对模式的并行效率、并行加速比和并行通讯时间百分比等做了测试。对测试结果的分析表明:采用8个CPU时, 两种方案都能在1 h内完成72 h的预报, 一维分区方案的并行效率则保持在90 %左右, 可以满足业务运行需要。当模式使用8个以上CPU时, 通讯时间迅速增加并超过了计算时间的50%, 模式并行效率明显下降。CPU相同时, 模式一维分区并行方案比二维分区并行方案并行效率高且实现起来简单。 相似文献
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从理论上讲 ,在多节点多处理器并行计算机系统上用ＭＰＩ/ＯｐｅｎＭＰ进行混合并行编程 ,即在节点间用ＭＰＩ通信 ,而节点内用ＯｐｅｎＭＰ ,应该取得比用纯ＭＰＩ并行化的应用程序更好的并行性能。目前 ,各国的应用程序开发者和气象工作者们都在致力于这方面的研究。可以说 ,这种方法的可行性是不容置疑的 ,它应当是今后并行编程框架设计的共同趋势。本文介绍了在ＩＢＭＳＰ并行计算机上优化和并行化高分辨率有限区同化预报系统(ＨＬＦＡＳ)中模式所采用的这种混合编程方法和技术。1 ＨＬＡＦＳ系统高分辨率有限区同化预报系统包括资料分… 相似文献
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随着通用图形处理器 (GPGPU) 计算技术的快速发展,通过大规模增加处理系统的并发度来提升性能成为计算机高性能计算的最新趋势。目前,通用图形处理器已经被应用到科学计算的诸多领域。长波辐射作为GRAPES模式中极为重要的物理过程,其巨大的计算量对整个GRAPES模式的运行效率有重要影响。该文依托NVIDIA公司计算统一设备架构 (CUDA) 技术平台,以GRAPES全球模式中长波辐射传输方案为例,对其进行了大规模并发设计和优化,在保持系统结果一致的前提下,对比单颗高端CPU,Tesla C1060 GPGPU具有11倍的加速效果,明显提升了GRAPES全球模式的执行速度和预报时效。研究表明:使用通用图形处理器技术提升数值预报模式的执行速度非常有潜力。 相似文献
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中国地球气候系统模式的发展及其模拟和预估 总被引：4，自引：0，他引：4
周天军 陈梓明 邹立维 陈晓龙 俞永强 王斌 包庆 鲍颖 曹剑 何编 胡帅 李立娟 李建 林岩銮 马利斌 乔方利 容新尧 宋振亚 唐彦丽 吴波 吴统文 辛晓歌 张贺 张明华 《气象学报》2020,78(3):332-350
地球气候系统模式是开展多学科、多圈层集成研究的重要平台,其发展是国际地学领域特别是全球变化领域竞争的前沿。中国的地球气候系统模式研发工作始于20世纪80年代,最近10年得到快速发展。研发格局上已经形成中国科学院、有关部委和高校三足鼎立的局面。文中在简要回顾中国地球气候系统模式早期发展历史的基础上,总结了中国参加第6次耦合模式比较计划的9个地球气候系统模式的技术特点,初步评估了中国4个模式对全球和东亚气候模拟的基本性能,分析了其在4种共享社会经济路径情景下对全球降水与温度的预估变化及其与平衡态气候敏感度的联系。最后,结合国际态势,从发展的角度提出未来中国气候模式研发工作需要加强的8个方向。 相似文献
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Improvements in Climate Simulation with Modifications to the Tiedtke Convective Parameterization in the Grid-Point Atmospheric Model of IAP LASG （GAMIL） 总被引：11，自引：9，他引：11
The grid-point atmospheric model of IAP LASG （GAMIL） was developed in and has been evaluated since early 2004. Although the model shows its ability in simulating the global climate, it suffers from some problems in simulating precipitation in the tropics. These biases seem to result mainly from the treatment of the subgrid scale convection, which is parameterized with Tiedtke＇s massflux scheme （or the Zhang-McFarlane scheme, as an option） in the model. In order to reduce the systematic biases, several modifications were made to the Tiedtke scheme used in GAMIL, including （1） an increase in lateral convective entrainment/detrainment rate for shallow convection, （2） inclusion of a relative humidity threshold for the triggering of deep convection, and （3） a reduced efficiency for the conversion of cloud water to rainwater in the convection scheme.
Two experiments, one with the original Tiedtke scheme used in GAMIL and the other with the modified scheme, were conducted to evaluate the performance of the modified scheme in this study. The results show that both the climatological mean state, such as precipitation, temperature and specific humidity, and interannual variability in the model simulation are improved with the use of this modified scheme. Results from several additional experiments show that the improvements in the model performance in different regions mainly result from either the introduction of the relative humidity threshold for triggering of the deep convection or the suppressed shallow convection due to enhanced lateral convective entrainment/detrainment rates. 相似文献
Two experiments, one with the original Tiedtke scheme used in GAMIL and the other with the modified scheme, were conducted to evaluate the performance of the modified scheme in this study. The results show that both the climatological mean state, such as precipitation, temperature and specific humidity, and interannual variability in the model simulation are improved with the use of this modified scheme. Results from several additional experiments show that the improvements in the model performance in different regions mainly result from either the introduction of the relative humidity threshold for triggering of the deep convection or the suppressed shallow convection due to enhanced lateral convective entrainment/detrainment rates. 相似文献
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Tropical Cyclone Genesis Potential Index over the Western North
Pacific Simulated by LASG/IAP AGCM 下载免费PDF全文
下载免费PDF全文 Tropical cyclone genesis potential index(GPI) is a useful metric for gauging the performance of global climate models in the simulation of tropical cyclone(TC) genesis.The performance of LASG/IAP AGCM GAMIL2.0 in the simulation of GPI over the western North Pacific(WNP) is assessed in this paper.Since GPI depends on large scale environmental factors including low-level vorticity at 850 hPa,relative humidity at 700 hPa,vertical wind shear between 850 and 200 hPa,maximum potential intensity(MPI),and vertical velocity,the bias of GPI simulation is discussed from the perspective of thermal and dynamical factors.The results are compared with the ECMWF reanalysis data(ERA40).The analyses show that both the climatological spatial pattern and seasonal cycle of GPI over the WNP are reasonably simulated by GAMIL2.0,but due to the overestimation of relative humidity,the simulated GPI extends to 170°E,about 10°east to that in the reanalysis data.It is demonstrated that the bias in the simulation of monsoon trough,which is about 5°north to the reanalysis,leads to an overestimation of GPI during May-June and September-October,but an underestimation during July-August.Over the WNP,the response of GPI to ENSO is well captured by GAMIL2.0,including the eastward(westward) shift of TC genesis location during El Nin o(La Nin a) years.However,the anomalous convective center associated with El Nin o shifts westward about 20°in comparison to ERA40,which leads to the biases in both vertical velocity and relative humidity.These eventually result in the westward deflection of the boundary between the positive and negative GPI centers along 20°-30°N.The results from this study provide useful clues for the future improvement of GAMIL2.0. 相似文献
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新旧两个版本GAMIL模式对1997/98强E1 Ni(n)o年西太平洋暖池区独特云辐射强迫特征的数值模拟 总被引：1，自引：1，他引：0
1997/98年强E1 Ni(n)o背景下西太平洋暖池区云辐射强迫的变化,表现出诸多不同于以往的特征,已经成为检验气候模式性能的一个重要标准.本文基于卫星资料,分析了大气环流模式GAMIL1.0和2.0版对上述现象的模拟能力.结果表明,GAMIL1.0模式对热带地区云辐射特征分布,尤其对西太平洋暖池区的长(短)波云辐射... 相似文献
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CAPT(Climate Change Prediction Program and Atmospheric Radiation Measurement Program(CCPP-ARM) Parameterization Testbed) has been a valuable tool to assess climate models in recent years,and the Tropical Warm Pool-International Cloud Experiment(TWP-ICE) has collected comprehensive measurements to verify its physical parameterizations.The present study evaluates the performances of the two GAMIL(grid-point atmospheric model of IAP LASG) versions during TWP-ICE using CAPT.The results indicate that GAMIL2.0 reproduced better shifts of clouds and rainfall during three distinct monsoon phases than GAMIL1.0,although both of them simulated the large-scale dynamical states well,which are mainly attributable to the different convective parameterizations. 相似文献
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The climate modeling community has been challenged to develop a method for improving the simulation of the Pacific-North America (PNA) teleconnection pattern in climate models. The accuracy of PNA teleconnection simulation is significantly improved by considering mesoscale convection contributions to sea surface fluxes. The variation in the PNA over the past 22 years was simulated by the Grid Atmospheric Model of IAP LASG version 1.0 (GAMIL1.0) model, which was guided by observational sea surface temperature (SST) from January 1979 to December 2000. Results show that heating in the tropical central-eastern Pacific is simulated more realistically, and sea surface latent heat flux and precipitation anomalies are more similar to the reanalysis data when mesoscale enhancement is considered during the parameterization scheme of sea surface turbulent fluxes in GAMIL1.0. Realistic heating in the tropical central-eastern Pacific in turn significantly improves the simulation of interannual variation and spatial patterns of PNA. 相似文献
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THE EFFECTS OF THE ARCTIC SEA ICE ON THE VARIATIONS OF ATMOSPHERIC GENERAL CIRCULATION AND CLIMATE 总被引：1，自引：0，他引：1 下载免费PDF全文
下载免费PDF全文 The SST anomaly of the central-eastern equatorial Pacific and the arctic sea ice anomalies of the four districts lo-cated respectively in 160°E—110°W,110°W—20°W,70°E—160°E and 20°W—70°E are taken as five separate factors.And the relationship between each factor and the atmospheric general circulation and the climate is investigated byobservational analysis and numerical experiments.It is shown that the effects of the arctic sea ice anomalies on the varia-tions of atmospheric circulation and climate are comparable to or even in some cases greater than that of EI Ninoevents.So one should pay much attention to the study of polar sea ice anomalies in climate research. 相似文献
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In order to improve the reliability of climate reconstruction, especially the climatologies outside the modern observed climate
space, an improved inverse vegetation model using a recent version of BIOME4 has been designed to quantitatively reconstruct
past climates, based on pollen biome scores from the BIOME6000 project. The method has been validated with surface pollen
spectra from Eurasia and Africa, and applied to palaeoclimate reconstruction. At 6 cal ka BP (calendar years), the climate
was generally wetter than today in southern Europe and northern Africa, especially in the summer. Winter temperatures were
higher (1–5°C) than present in southern Scandinavia, northeastern Europe, and southern Africa, but cooler in southern Eurasia
and in tropical Africa, especially in Mediterranean regions. Summer temperatures were generally higher than today in most
of Eurasia and Africa, with a significant warming from ∼3 to 5°C over northwestern and southern Europe, southern Africa, and
eastern Africa. In contrast, summers were 1–3°C cooler than present in the Mediterranean lowlands and in a band from the eastern
Black Sea to Siberia. At 21 cal ka BP, a marked hydrological change can be seen in the tropical zone, where annual precipitation
was ∼200–1,000 mm/year lower than today in equatorial East Africa compared to the present. A robust inverse relationship is
shown between precipitation change and elevation in Africa. This relationship indicates that precipitation likely had an important
role in controlling equilibrium-line altitudes (ELA) changes in the tropics during the LGM period. In Eurasia, hydrological
decreases follow a longitudinal gradient from Europe to Siberia. Winter temperatures were ∼10–17°C lower than today in Eurasia
with a more significant decrease in northern regions. In Africa, winter temperature was ∼10–15°C lower than present in the
south, while it was only reduced by ∼0–3°C in the tropical zone. Comparison of palaeoclimate reconstructions using LGM and
modern CO2 concentrations reveals that the effect of CO2 on pollen-based LGM reconstructions differs by vegetation type. Reconstructions for pollen sites in steppic vegetation in
Europe show warmer winter temperatures under LGM CO2 concentrations than under modern concentrations, and reconstructions for sites in xerophytic woods/scrub in tropical high
altitude regions of Africa are wetter for LGM CO2 concentrations than for modern concentrations, because our reconstructions account for decreased plant water use efficiency. 相似文献
19.
Observed and projected climate change in Taiwan 总被引：1，自引：0，他引：1
Summary
This study examined the secular climate change characteristics in Taiwan over the past 100 years and the relationship with
the global climate change. Estimates for the likelihood of future climate changes in Taiwan were made based on the projection
from the IPCC climate models.
In the past 100 years, Taiwan experienced an island-wide warming trend (1.0–1.4 °C/100 years). Both the annual and daily temperature
ranges have also increased. The warming in Taiwan is closely connected to a large-scale circulation and SAT fluctuations,
such as the “cool ocean warm land” phenomenon. The water vapor pressure has increased significantly and could have resulted
in a larger temperature increase in summer. The probability for the occurrence of high temperatures has increased and the
result suggests that both the mean and variance in the SAT in Taiwan have changed significantly since the beginning of the
20th century. Although, as a whole, the precipitation in Taiwan has shown a tendency to increase in northern Taiwan and to
decrease in southern Taiwan in the past 100 years, it exhibits a more complicated spatial pattern. The changes occur mainly
in either the dry or rainy season and result in an enhanced seasonal cycle. The changes in temperature and precipitation are
consistent with the weakening of the East Asian monsoon.
Under consideration of both the warming effect from greenhouse gases and the cooling effect from aerosols, all projections
from climate models indicated a warmer climate near Taiwan in the future. The projected increase in the area-mean temperature
near Taiwan ranged from 0.9–2.7 °C relative to the 1961–1990 averaged temperature, when the CO2 concentration increased to 1.9 times the 1961–1990 level. These simulated temperature increases were statistically significant
and can be attributed to the radiative forcing associated with the increased concentration of greenhouse gases and aerosols.
The projected changes in precipitation were within the range of natural variability for all five models. There is no evidence
supporting the possibility of precipitation changes near Taiwan based on the simulations from five IPCC climate models.
Received February 5, 2001 Revised July 30, 2001 相似文献
20.
Pessacg Natalia Flaherty Silvia Solman Silvina Pascual Miguel 《Theoretical and Applied Climatology》2020,140(3):807-822
The current study presents an assessment of the impact of climate change on water yield, one of the main hydrological ecosystem services, in northern Patagonia. The outputs of regional climate models from the CORDEX Project for South America were used to drive the InVEST water yield model. CORDEX regional climate models project for the far future (2071–2100) an increase in temperature higher than 1.5 °C and a precipitation decrease ranging from − 10 to − 30% for the study area. The projected warmer and dryer climate emerges as a robust signal based on model agreement and on consistent physical drivers of these changes. Moreover, both the projected increase in evapotranspiration and the decrease in precipitation contribute to a strong decrease in water yield of around − 20 to − 40% in the headwaters of northern Patagonian watersheds. Comparison of the results in the two basins reveals that the land cover may be considered a buffer of water yield changes and highlights the key role of protected areas in reducing the vulnerability of water resources to climate change. 相似文献