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Ensemble Data Assimilation in a Simple Coupled Climate Model: The Role of Ocean-Atmosphere Interaction
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作者 刘征宇 武术 +2 位作者 张绍晴 刘赟 容新尧 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2013年第5期1235-1248,共14页
A conceptual coupled ocean-atmosphere model was used to study coupled ensemble data assimilation schemes with a focus on the role of ocean-atmosphere interaction in the assimilation. The optimal scheme was the fully c... A conceptual coupled ocean-atmosphere model was used to study coupled ensemble data assimilation schemes with a focus on the role of ocean-atmosphere interaction in the assimilation. The optimal scheme was the fully coupled data assimilation scheme that employs the coupled covariance matrix and assimilates observations in both the atmosphere and ocean. The assimilation of synoptic atmospheric variability that captures the temporal fluctuation of the weather noise was found to be critical for the estimation of not only the atmospheric, but also oceanic states. The synoptic atmosphere observation was especially important in the mid-latitude system, where oceanic variability is driven by weather noise. The assimilation of synoptic atmospheric variability in the coupled model improved the atmospheric variability in the analysis and the subsequent forecasts, reducing error in the surface forcing and, in turn, in the ocean state. Atmospheric observation was able to further improve the oceanic state estimation directly through the coupled covariance between the atmosphere and ocean states. Relative to the mid-latitude system, the tropical system was influenced more by ocean atmosphere interaction and, thus, the assimilation of oceanic observation becomes more important for the estimation of the ocean and atmosphere. 展开更多
关键词 ensemble Kalman filter coupled model ocean atmosphere interaction coupled covariance
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Dynamic Linkage between the North Pacific and the Tropical Pacific:Atmosphere-Ocean Coupling 被引量:3
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作者 李春 吴立新 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2013年第2期306-314,共9页
In this study, dynamic linkage of atmosphere-ocean coupling between the North Pacific and the tropical Pacific was demonstrated using a large number of ensemble perturbed initial condition experiments in a fully coupl... In this study, dynamic linkage of atmosphere-ocean coupling between the North Pacific and the tropical Pacific was demonstrated using a large number of ensemble perturbed initial condition experiments in a fully coupled fast ocean-atmosphere model (FOAM). In the FOAM model, an idealized mixed layer warming was initiated in the Kuroshio-Oyashio extension region, while the ocean and atmosphere remained fully coupled both locally and elsewhere. The modeling results show that the warm anomalies are associated with anomalous cyclonic winds, which induce initial warming anomalies extending downstream in the following winter. Then, the downstream warming spreads southwestward and induces SST warming in the equatorial Pacific via surface wind-evaporation-SST feedback. Warming in the tropical Pacific is further reinforced by Bjerknes' feedback. 展开更多
关键词 Kuroshio-Oyashio extension ENSO atmosphere ocean coupling wind-evaporation-SST feed-back Bjerknes' feedback
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Application of sequency spectral method toocean and atmosphere data analysis
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作者 Zhang Shuwen, Sun Fu, Tian Jiwei, Zhou Faxiu (Key Laboratory of Marine Science and Numerical Modelling, State Oceanic Administration, Qingdao 266003 and Qingdao University, Qingdao 266071, China Marine Environmental College, Ocean University of Qingdao, Q 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2000年第4期47-52,共6页
The chaotic systems of average monthly air temperature of Qingdao (SATQ) and the day SST of equatorial local area (DSSELA) are firstly studied by means of the sequency spectral method. It is shown that SATQ contains o... The chaotic systems of average monthly air temperature of Qingdao (SATQ) and the day SST of equatorial local area (DSSELA) are firstly studied by means of the sequency spectral method. It is shown that SATQ contains one-a period of predominant oscillation, two-a periods lower frepqency oscillation and 90-d, 63-d, 50-d, 40-d and 29-d lower frequency periods oscillation in DSSELA. Further more, the discrepancies between sequency spectrum and frequency spectrum are compared in this paper. 展开更多
关键词 Sequency spectrum frequency spectrum ocean and atmosphere time series analysis
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Effects of Ocean Particles on the Upwelling Radiance and Polarized Radiance in the Atmosphere–Ocean System
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作者 SHI Chong WANG Pucai +3 位作者 Teruyuki NAKAJIMA Yoshifumi OTA TAN Saichun SHI Guangyu 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2015年第9期1186-1196,共11页
Based on a vector radiative transfer model of the atmosphere–ocean system,the influence of oceanic components on radiation processes,including polarization effects,was investigated in the wavelength region ranging fr... Based on a vector radiative transfer model of the atmosphere–ocean system,the influence of oceanic components on radiation processes,including polarization effects,was investigated in the wavelength region ranging from 0.380 to 0.865 μm.The components considered were phytoplankton,inorganic suspended material(sediment),and colored,dissolved organic matter.Due to their important roles in oceanic radiation processes,the sensitivity of the bidirectional reflectance to the rough ocean surface,represented by the wind velocity 10 m above the ocean surface,and aerosol,were taken into account.The results demonstrated that both radiance and polarized radiance just below the ocean surface were sensitive to the change of the concentrations of the considered components,while the dependence of polarized radiance on the observation geometry was more sensitive than radiance.Significant differences in the specular plane existed between the impacts of the phytoplankton and sediment on the degree of polarization just above the ocean surface at 670 nm.At the top of the atmosphere(TOA),polarization was relatively insensitive to changing concentrations of ocean particles at longer wavelengths.Furthermore,the radiance at the TOA in the solar plane was more sensitive to the aerosol optical thickness than wind velocity.In contrast,wind velocity strongly influenced the radiance at the TOA in the sun glint region,while the polarization degree showed less dependence in that region.Finally,a nonlinear optimal inversion method was proposed to simultaneously retrieve the aerosol and wind velocity using radiance measurement. 展开更多
关键词 ocean particles atmosphereocean system radiative transfer polarization ocean color
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Nolinear waves and their barotropic stability in the tropical ocean and atmosphere
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作者 Liu Qinyu and Qin Zenghao Ocean University of Qingdao, Qingdao, China Shanghai Typhoon Institute, Shanghai, China 《Acta Oceanologica Sinica》 SCIE CAS CSCD 1990年第3期363-371,共9页
In this paper, the nonlinear waves and their barotropic stability in the tropical ocean and atmosphere are studied with the qualitative theory of the ordinary differential equation. The relationship is derived between... In this paper, the nonlinear waves and their barotropic stability in the tropical ocean and atmosphere are studied with the qualitative theory of the ordinary differential equation. The relationship is derived between the stability of nonlinear waves with different frequencies and the basic currents and their horizontal shear in the tropical ocean and atmosphere. 展开更多
关键词 Nolinear waves and their barotropic stability in the tropical ocean and atmosphere
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A Dataset of Global Ocean Surface Currents for 1999-2007 Derived from Argo Float Trajectories: A Comparison with Surface Drifter and TAO Measurements 被引量:6
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作者 XIE Jiping ZHU Jiang 《Atmospheric and Oceanic Science Letters》 2009年第2期97-102,共6页
A dataset of surface current vectors with error estimate from 1999 to 2007 is derived from the trajectories of the Array for Real-time Geostrophic Oceanography (Argo) drifting on surface over the global ocean. The err... A dataset of surface current vectors with error estimate from 1999 to 2007 is derived from the trajectories of the Array for Real-time Geostrophic Oceanography (Argo) drifting on surface over the global ocean. The error of the estimated surface currents is about 4.7 cm s-1 which is equivalent to the accuracy of the currents determined from the surface drifters. Geographically, the Argo-derived surface currents can fill many gaps left by the Global Drifter Program due to the greater number of floats, and can provide a complementary in situ observational system for monitoring global ocean surface currents. The surface currents from the Argo floats are compared with the surface drifter-derived currents and the Tropical Atmosphere Ocean program (TAO) measurements. The comparisons show good agreement for both the current amplitude and the direction of surface currents. Results indicate the feasibility of obtaining ocean surface currents from the Argo array and of combining the surface currents from Argo and the ocean surface drifters for in situ mapping of the global surface currents. The authors also make the dataset available to users of interest for many types of applications. 展开更多
关键词 surface currents Argo floats the Tropical atmosphere ocean program surface drifter
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The Buffer Capability of the Ocean to Increasing Atmospheric CO_2 被引量:7
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作者 徐永福 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 1992年第4期501-510,共10页
The CO_2-seawater system and the method for calculating the partial pressure of CO2 (pCO2) in seawater are studied. The buffer capability of the ocean to increasing atmospheric CO2 is expressed in terms of the differe... The CO_2-seawater system and the method for calculating the partial pressure of CO2 (pCO2) in seawater are studied. The buffer capability of the ocean to increasing atmospheric CO2 is expressed in terms of the differential buffer factor and buffer index. Dissolutions of aragonite and calcite have a significant inffluence on the differential buffer factor. The trend of change in the buffer factor is obtained by a box model. 展开更多
关键词 The Buffer Capability of the ocean to Increasing Atmospheric CO2 CO
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Atmospheric and Oceanic Oxygenation and Evolution of Early Life on Earth: New Contributions from China 被引量:5
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作者 Chao Li Maoyan Zhu Xuelei Chu 《Journal of Earth Science》 SCIE CAS CSCD 2016年第2期167-169,共3页
The buildup of oxygen in the Earth's atmosphere and oceans has fundamentally reshaped the dynamics of nearly all major biogeochemical cycles and ultimately paved the way for the diversification of complex life on Ear... The buildup of oxygen in the Earth's atmosphere and oceans has fundamentally reshaped the dynamics of nearly all major biogeochemical cycles and ultimately paved the way for the diversification of complex life on Earth. Over the past decades there have been sustained efforts to develop a more comprehensive understanding of ocean-atmosphere redox evolution and its relationship to the evolution of early life (Fig. 1). It is generally accepted that the development of oxygenic photosynthesis at ~2.7 Ga may have been responsible for the Great Oxidation Event (GOE) at the beginning of the Proterozoic Eon, whereas a second big O2 rise at the end of the Proterozoic Eon (the so-called Neoproterozoic Oxidation Event or NOE) was responsible for the diversification of metazoans (Lyons et al., 2014). 展开更多
关键词 Li New Contributions from China Atmospheric and oceanic Oxygenation and Evolution of Early Life on Earth
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Dimethyl sulfide in the atmospheric surface layer of the Equatorial Pacific Ocean 被引量:2
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作者 Li Xingsheng F. Parungo, C. Nagamoto and S. Hoyt Chinese Academy of Meteorological Sciences, State Meteorological Administration, Beijing 100081 , China Air Resources Laboratory, NOAA/ERL, Boulder, Colorado, U. S. A. Environmental Analytical Service, San Luis Obispo, California, U. S. A. 《Acta Oceanologica Sinica》 SCIE CAS CSCD 1993年第1期79-91,共13页
This paper reports a case study of atmospheric stability effect on dimethyl sulfide(DMS) concentration in the air. Investigation includes model simulation and field measurements over the Pacific Ocean. DMS concentrati... This paper reports a case study of atmospheric stability effect on dimethyl sulfide(DMS) concentration in the air. Investigation includes model simulation and field measurements over the Pacific Ocean. DMS concentration in surface sea water and in the air were measured during a research cruise from Hawaii to Tahiti. The diurnal variation of air temperature over the sea surface differed from the diurnal cycle of sea surface temperature because of the high heat capacity of sea water. The diurnal cycle of average DMS concentration in the air was studied in relation to the atmospheric stability parameter and surface heat flux. All these parameters had minima at noon and maxima in the early morning. The correlation coefficient of the air DMS concentration with wind speed (at 15 m high) was 0. 64. The observed concentrations of DMS in the equatorial marine surface layer and their diurnal variability agree well with model simulations. The simulated results indicate that the amplitude of the cycle and the mean concentration of DMS are dependent on the atmospheric stratifications and wind speed. 展开更多
关键词 DMS Dimethyl sulfide in the atmospheric surface layer of the Equatorial Pacific ocean
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Atmospheric and Oceanic Excitations to LOD Change on Quasi-biennial Tune Scales 被引量:1
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作者 Li-Hua Ma De-Chun Liao Yan-Ben Han 《Chinese Journal of Astronomy and Astrophysics》 CSCD 2006年第6期759-768,共10页
We use wavelet transform to study the time series of the Earth's rotation rate (length-of-day, LOD), the axial components of atmospheric angular momentum (AAM) and oceanic angular momentum (OAM) in the period 1... We use wavelet transform to study the time series of the Earth's rotation rate (length-of-day, LOD), the axial components of atmospheric angular momentum (AAM) and oceanic angular momentum (OAM) in the period 1962-2005, and discuss the quasi-biennial oscillations (QBO) of LOD change. The results show that the QBO of LOD change varies remarkably in amplitude and phase. It was weak before 1978, then became much stronger and reached maximum values during the strong El Nino events in around 1983 and 1997. Results from analyzing the axial AAM indicate that the QBO signals in axial AAM are extremely consistent with the QBOs of LOD change. During 1963-2003, the QBO variance in the axial AAM can explain about 99.0% of that of the LOD, in other words, all QBO signals of LOD change are almost excited by the axial AAM, while the weak QBO signals of the axial OAM are quite different from those of the LOD and the axial AAM in both time-dependent characteristics and magnitudes. The combined effects of the axial AAM and OAM can explain about 99.1% of the variance of QBO in LOD change during this period. 展开更多
关键词 Earth's variable rotation - atmospheric angular momentum - oceanic angular momentum
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Effect of Ocean Thermal Diffusivity on Global Warming Induced by Increasing Atmospheric CO_2
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作者 包宁 张学洪 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 1991年第4期421-430,共10页
A global mean ocean model including atmospheric heating, heat capacity of the mixed layer ocean, and vertical thermal diffusivity in the lower ocean, proposed by Cess and Goldenberg (1981), is used in this paper to st... A global mean ocean model including atmospheric heating, heat capacity of the mixed layer ocean, and vertical thermal diffusivity in the lower ocean, proposed by Cess and Goldenberg (1981), is used in this paper to study the sensitivity of global warming to the vertical diffusivity. The results suggest that the behaviour of upper ocean temperature is mainly determined by the magnitude of upper layer diffusivity and an ocean with a larger diffusivity leads to a less increase of sea surface temperature and a longer time delay for the global warming induced by increasing CO2 than that with smaller one. The global warming relative to four scenarios of CO2 emission assumed by Intergovernmental Panel of Climate Change (IPCC) is also estimated by using the model with two kinds of thermal diffusivities. The result shows that for various combinations of the CO2 emission scenarios and the diffusivities, the oceanic time delay to the global warming varies from 15 years to 70 years. 展开更多
关键词 Effect of ocean Thermal Diffusivity on Global Warming Induced by Increasing Atmospheric CO2 CO
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Atmospheric Carbon Dioxide Reconstruction and Ocean Acidification Deduced from Carbon Isotope Variations across the Triassic–Jurassic Boundary in the Qiangtang Area, Tibetan Plateau
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作者 YI Fan YI Haisheng +1 位作者 XIA Guoqing CAI Zhanhu 《Acta Geologica Sinica(English Edition)》 CAS CSCD 2018年第5期2055-2057,共3页
Objective The end-Triassic mass extinction was one of the five most profound Phanerozoic extinction events.This event was accompanied by a series of significant environmental changes,of which the most notable is the e... Objective The end-Triassic mass extinction was one of the five most profound Phanerozoic extinction events.This event was accompanied by a series of significant environmental changes,of which the most notable is the emergence of warm climate and the world-wide disappearance of carbonate platform. 展开更多
关键词 PCO Ca Jurassic Boundary in the Qiangtang Area Tibetan Plateau Atmospheric Carbon Dioxide Reconstruction and ocean Acidification Deduced from Carbon Isotope Variations across the Triassic
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Excitation of Annual Polar Motion by the Pacific,Atlantic and Indian Oceans
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作者 JinMa Yong-Hong Zhou +1 位作者 De-Chun Liao Jian-Li Chen 《Chinese Journal of Astronomy and Astrophysics》 CSCD 2007年第6期831-838,共8页
The global oceans play important roles in exciting the annual polar motion besides the atmosphere. However, it is still unclear about how large the regional oceans contribute to the annual polar motion. We investigate... The global oceans play important roles in exciting the annual polar motion besides the atmosphere. However, it is still unclear about how large the regional oceans contribute to the annual polar motion. We investigate systemically the contributions of the Pacific, Atlantic and Indian Oceans to the excitation of the annual polar motion, based on the output data of ocean current velocity field and ocean bottom pressure field from "Estimating the Circulation and Climate of the Ocean (ECCO)" ocean circulation model over the period 1993-2005. The result shows that due to its particular location and shape, the Atlantic Ocean makes a less significant contribution to the x-component of the annual polar motion excitation than the Pacific and Indian Oceans, while all these three oceans contribute to the y-component of the annual polar motion excitation to some extent. 展开更多
关键词 annual polar motion EXCITATION oceanic angular momentum function(OAMF) -- atmospheric angular momentum function (AAMF)
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Monsoon marginal zone’s dry/wet status and their links with tropical ocean-atmosphere interactions during the Holocene
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作者 Zhansen Zhang Mingjun Gao +4 位作者 Junjie Duan Yaxin Xue Hao Shang Shiyu Liu Yu Li 《Science Bulletin》 2025年第14期2246-2249,共4页
The East Asian Monsoon Marginal Zone(EAMMZ)lies in thetransition between two major climate zones:the East Asian monsoon zone and the arid region of Central Asia,resulting in complexclimate change patterns[1].Due to sh... The East Asian Monsoon Marginal Zone(EAMMZ)lies in thetransition between two major climate zones:the East Asian monsoon zone and the arid region of Central Asia,resulting in complexclimate change patterns[1].Due to shifts in the northwestern Pacific subtropical high and variations in the westerly jet,the EAMMZexperiences significant precipitation fluctuations.These variationsin summer precipitation often trigger widespread droughts andfloods,leading to severe social and economic consequences[2].Understanding the key meteorological drivers behind dry/wetanomalies in the monsoon marginal zone is essential for informeddecision-making and the development of effective countermeasures. 展开更多
关键词 northwestern pacific subtropical high precipitation fluctuationsthese tropical ocean atmosphere interactions complexclimate change patterns due east asian monsoon zone westerly jetthe monsoon marginal zone dry wet status
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Call for Paper:2026 Special Issue“Changes of the Arctic Climate System and Its Global Connections”
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《Advances in Polar Science》 2025年第2期169-170,共2页
The Arctic plays a pivotal role in the Earth’s climate system,with its rapid transformation exerting profound impacts on global climate dynamics,ecosystems,and human societies.In recent decades,Arctic warming has sig... The Arctic plays a pivotal role in the Earth’s climate system,with its rapid transformation exerting profound impacts on global climate dynamics,ecosystems,and human societies.In recent decades,Arctic warming has significantly outpaced the global mean temperature increase,driving the enhanced sea ice decline,the accelerated mass loss of the Greenland Ice Sheet,permafrost degradation,and glacier retreat.These changes modulate atmospheric and oceanic circulation patterns,establishing teleconnections with mid-and low-latitude climate systems.Investigating the historical evolution,current state,and projected future trends of the Arctic climate system,as well as its global impacts,is crucial for elucidating the mechanisms underlying Arctic amplification,refining climate change projections,attributing extreme weather and climate events,and informing sustainable development strategies. 展开更多
关键词 sea ice atmospheric oceanic circulation patternsestablishing human societies ECOSYSTEMS climate dynamics greenland ice sheetpermafrost global connections arctic warming
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Modeling the Atlantic Multidecadal Oscillation:The High-Resolution Ocean Brings the Timescale;the Atmosphere,the Amplitude
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作者 Xiaojie Hao Dmitry V.Sein +3 位作者 Tobias Spiegl Lu Niu Xianyao Chen Gerrit Lohmann 《Ocean-Land-Atmosphere Research》 2025年第2期183-194,共12页
The Atlantic Multidecadal Oscillation(AMO)is the leading mode of low-frequency variability in sea surface temperatures in the Atlantic,affecting global climate.Higher-resolution models substantially improve AMO simula... The Atlantic Multidecadal Oscillation(AMO)is the leading mode of low-frequency variability in sea surface temperatures in the Atlantic,affecting global climate.Higher-resolution models substantially improve AMO simulations,closely matching observed periods and amplitudes,yet the reason for the improvement remains unclear.Here,using 4 experiments conducted within the Alfred Wegener Institute Climate Model with different atmospheric and oceanic resolutions,we found that models with a high-resolution ocean capture the positive feedback between the AMO and the Fram Strait sea ice export mediated by the Atlantic Meridional Overturning Circulation through a more realistic simulation of North Atlantic currents,extending the AMO period to 40 to 80 years.Further increasing the atmospheric resolution results in an AMO amplitude closer to observations due to stronger coupling between atmospheric blocking and Arctic sea ice.This indicates the importance of higher resolution in models for simulating the interaction between synoptic-scale atmospheric processes and long-term ocean variability,which is crucial for AMO simulations. 展开更多
关键词 sea surface temperatures High resolution ocean Fram Strait Sea Ice Export Atlantic Multidecadal Oscillation Atmospheric Resolution atlantic multidecadal oscillation amo Atlantic Meridional Overturning Circulation atmospheric oceanic resolutionswe
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FGOALS模式4个版本太平洋年代际气候变率模拟的比较 被引量:2
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作者 张雅乐 俞永强 《大气科学》 CSCD 北大核心 2016年第1期176-190,共15页
本文选用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/IAP)发展的全球海洋—大气—陆面气候系统模式(FGOALS)的4个版本g2.0、s2.0、g1.1和g1,利用模式的长时间积分结果,结合观测、再分析资料比较、评... 本文选用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/IAP)发展的全球海洋—大气—陆面气候系统模式(FGOALS)的4个版本g2.0、s2.0、g1.1和g1,利用模式的长时间积分结果,结合观测、再分析资料比较、评估模式对太平洋年代际变率的模拟能力,并通过对海气相互作用及其海洋动力过程分析,探讨了模式中太平洋年代际振荡形成机制。研究发现,FGOALS模式g2.0和s2.0版本对太平洋年代际振荡(PDO/IPO)的模拟能力优于g1.1和g1。模式中太平洋年代际变率的正反馈过程与Bjerknes(1969)提出的海气相互作用正反馈机制有关,其负反馈则主要与海洋内部动力过程有关。太平洋异常经向热量输送将热带与中纬度海洋联系在一起,可以抑制正反馈作用,但无法使得年代际振荡变化位相发生反转;FGOALS模式中,热带海表温度(SST)暖距平信号通过大气桥影响热带外大气环流,在海气作用下,热带与热带外海洋次表层分别以Kelvin波和Rossby波的形式传播,使得冷暖位相反转,4个版本均能再现这种负反馈机制。但不同版本Rossby波所处的纬度不同,太平洋SST异常年代际变化信号最明显的范围越宽,则由此激发的Rossby波便更为偏北,纬度越高Rossby波西传的时间也越长,PDO/IPO的周期与其SST异常的经向尺度密切相关。 展开更多
关键词 气候系统模式 太平洋年代际振荡(PDO/IPO) 海气相互作用 FGOALS(Flexible Global oceanatmosphere–Land System 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 oceanatmosphere–land model climatological mean state in-terannual variability ENSO
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Evaluation on data assimilation of a global high resolution wave-tide-circulation coupled model using the tropical Pacific TAO buoy observations 被引量:9
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作者 SHI Junqiang YIN Xunqiang +2 位作者 SHU Qi XIAO Bin QIAO Fangli 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2018年第3期8-20,共13页
In order to evaluate the assimilation results from a global high resolution ocean model, the buoy observations from tropical atmosphere ocean(TAO) during August 2014 to July 2015 are employed. The horizontal resolut... In order to evaluate the assimilation results from a global high resolution ocean model, the buoy observations from tropical atmosphere ocean(TAO) during August 2014 to July 2015 are employed. The horizontal resolution of wave-tide-circulation coupled ocean model developed by The First Institute of Oceanography(FIOCOM model) is 0.1°×0.1°, and ensemble adjustment Kalman filter is used to assimilate the sea surface temperature(SST), sea level anomaly(SLA) and Argo temperature/salinity profiles. The simulation results with and without data assimilation are examined. First, the overall statistic errors of model results are analyzed. The scatter diagrams of model simulations versus observations and corresponding error probability density distribution show that the errors of all the observed variables, including the temperature, isotherm depth of 20°C(D20), salinity and two horizontal component of velocity are reduced to some extent with a maximum improvement of 54% after assimilation. Second, time-averaged variables are used to investigate the horizontal and vertical structures of the model results. Owing to the data assimilation, the biases of the time-averaged distribution are reduced more than70% for the temperature and D20 especially in the eastern Pacific. The obvious improvement of D20 which represents the upper mixed layer depth indicates that the structure of the temperature after the data assimilation becomes more close to the reality and the vertical structure of the upper ocean becomes more reasonable. At last,the physical processes of time series are compared with observations. The time evolution processes of all variables after the data assimilation are more consistent with the observations. The temperature bias and RMSE of D20 are reduced by 76% and 56% respectively with the data assimilation. More events during this period are also reproduced after the data assimilation. Under the condition of strong 2014/2016 El Ni?o, the Equatorial Undercurrent(EUC) from the TAO is gradually increased during August to November in 2014, and followed by a decreasing process. Since the improvement of the structure in the upper ocean, these events of the EUC can be clearly found in the assimilation results. In conclusion, the data assimilation in this global high resolution model has successfully reduced the model biases and improved the structures of the upper ocean, and the physical processes in reality can be well produced. 展开更多
关键词 tropical Pacific tropical atmosphere ocean data assimilation EVALUATION
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Rice yield estimation using remote sensing and simulation model 被引量:7
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作者 黄敬峰 唐蜀川 +1 位作者 OttsamaAbou-Ismail 王人潮 《Journal of Zhejiang University Science》 CSCD 2002年第4期461-466,共6页
Remote sensing techniques have the potential to provide information on agricultural crops quantitatively , instantaneously and above all nondestructively over large areas . Crop simulation models describe the relation... Remote sensing techniques have the potential to provide information on agricultural crops quantitatively , instantaneously and above all nondestructively over large areas . Crop simulation models describe the relationship between physiological processes in plants and environmental growing conditions. The integration between remote sensing data and crop growth simulation model is an important trend for yield estimation and prediction, since remote sensing can provide information on the actual status of the agricultural crop. In this study, a new model(Rice-SRS) was developed based mainly on ORYZA1 model and modified to accept remote sensing data as input from different sources. The model can accept three kinds of NDVI data: NOAA AVHRR(LAC)-NDVI,NOAA AVHRR(GAC)-NDVI and radiometric measurements-NDVI. The integration between NOAA AVHRR (LAC) data and simulation model as applied to Rice-SRS resulted in accurate estimates for rice yield in the Shaoxing area, reduced the estimating error to 1.027%,0.794% and (-0.787%) for early, single, and late season respectively. Utilizing NDVI data derived from NOAA AVHRR (GAC) as input in Rice-SRS can yield good estimation for rice yield with the average error (-7.43%). Testing the new model for radiometric measurements showed that the average estimation error for 10 varieties under early rice conditions was less than 1%. 展开更多
关键词 Rice Remote sensing NOAA(National oceanic and Atmospheric Adiministration) AVHRR(Advanced Very High Resolution Radiometer) Simulation model LACC (Local Area coverage) GAC(Global Area Coverage)
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