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Dynamic Downscaling of Summer Precipitation Prediction over China in 1998 Using WRF and CCSM4 被引量:16
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作者 MA Jiehua WANG Huijun FAN Ke 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2015年第5期577-584,共8页
To study the prediction of the anomalous precipitation and general circulation for the summer(June–July–August) of1998, the Community Climate System Model Version 4.0(CCSM4.0) integrations were used to drive ver... To study the prediction of the anomalous precipitation and general circulation for the summer(June–July–August) of1998, the Community Climate System Model Version 4.0(CCSM4.0) integrations were used to drive version 3.2 of the Weather Research and Forecasting(WRF3.2) regional climate model to produce hindcasts at 60 km resolution. The results showed that the WRF model produced improved summer precipitation simulations. The systematic errors in the east of the Tibetan Plateau were removed, while in North China and Northeast China the systematic errors still existed. The improvements in summer precipitation interannual increment prediction also had regional characteristics. There was a marked improvement over the south of the Yangtze River basin and South China, but no obvious improvement over North China and Northeast China. Further analysis showed that the improvement was present not only for the seasonal mean precipitation, but also on a sub-seasonal timescale. The two occurrences of the Mei-yu rainfall agreed better with the observations in the WRF model,but were not resolved in CCSM. These improvements resulted from both the higher resolution and better topography of the WRF model. 展开更多
关键词 seasonal climate prediction dynamic downscaling summer precipitation ccsm4 WRF
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CCSM4模式对东北气温和降水的模拟及预估 被引量:10
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作者 张海娜 侯依玲 +6 位作者 赵春雨 刘鸣彦 王涛 周晓宇 崔妍 敖雪 易雪 《气象与环境学报》 2019年第1期72-78,共7页
利用东北地区162个气象观测站逐月气温和降水资料对CCSM4模式的模拟性能进行了评价,并预估了2021—2050年东北地区的气候变化情景。结果表明:CCSM4模式长期历史气候模拟实验模拟的1961—2005年月平均气温、降水量值能较好地再现东北区... 利用东北地区162个气象观测站逐月气温和降水资料对CCSM4模式的模拟性能进行了评价,并预估了2021—2050年东北地区的气候变化情景。结果表明:CCSM4模式长期历史气候模拟实验模拟的1961—2005年月平均气温、降水量值能较好地再现东北区域年平均气温、降水量的空间分布形态,但气温模拟值比观测偏低,91. 4%站点误差在1. 5℃以内;降水中心比观测略偏北,全区平均偏多35. 18 mm。2021—2050年东北区域年平均气温呈增温趋势,高纬度地区的增温幅度明显大于低纬度地区,与基准年相比,RCP2. 6、RCP4. 5和RCP8. 5情景下全区分别偏高6. 00℃、5. 86℃和6. 42℃。年降水量分布呈东南向西北递减的形态,降水大值中心出现在东南部吉林与辽宁交界处,RCP2. 6、RCP4. 5和RCP8. 5情景下全区分别偏多15. 2%、3. 1%和2. 0%。 展开更多
关键词 ccsm4 气温 降水 评估 预估
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基于CCSM4气候模式的未来气候变化对黑河绿洲玉米产量影响预测 被引量:8
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作者 韩智博 张宝庆 +1 位作者 田杰 贺缠生 《灌溉排水学报》 CSCD 北大核心 2018年第10期108-115,共8页
【目的】探明未来气候变化对黑河绿洲玉米产量的影响。【方法】以研究区广泛种植的玉米为研究对象,基于第5次国际耦合比较计划(Coupled Model Intercomparison Project Phase 5,CMIP5)公布的CCSM4气候预估资料,结合DSSAT-Maize模型模拟R... 【目的】探明未来气候变化对黑河绿洲玉米产量的影响。【方法】以研究区广泛种植的玉米为研究对象,基于第5次国际耦合比较计划(Coupled Model Intercomparison Project Phase 5,CMIP5)公布的CCSM4气候预估资料,结合DSSAT-Maize模型模拟RCP4.5和RCP8.5情景下21世纪早期、中期、末期玉米产量,分析了气候变化对玉米产量的影响,并提出了适应性措施。【结果】(1)气温是玉米生育期内未来气象因子动态变化幅度最大的,预估到21世纪末,RCP4.5情景下平均增温2.5℃左右,RCP8.5情景下增温更加明显,平均增温7.3℃左右;(2)在无任何适应性措施下,2种情景下玉米潜在产量及生育期长度均呈下降趋势,预估到21世纪末期,在RCP4.5和RCP8.5情景下分别减产15%左右和29%左右;(3)模拟验证得知,气温是影响玉米产量变化的主要因素,并进一步得出该区域玉米最佳年均气温为7℃,对应的生育期平均温度为10.5℃,当超过此温度时,玉米产量与温度呈显著负相关关系;(4)面对气候变化对玉米产量的影响,通过调整玉米种植日期,可降低气候变化对作物产量带来的负效应,模拟得到年均温度从7~12℃每增加1℃对应调整后的最佳播种日期分别为每年的4月10日、4月8日、4月3日、3月30日、3月24日及3月17日左右。【结论】未来气候变化将导致该区域玉米减产,针对未来不同升温程度通过调整播种日期可以在一定程度上降低减产量。 展开更多
关键词 气候变化 ccsm4 黑河中游灌区 DSSAT模型 玉米产量
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Influence of Internal Decadal Variability on the Summer Rainfall in Eastern China as Simulated by CCSM4 被引量:7
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作者 Yali ZHU Tao WANG Jiehua MA 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2016年第6期706-714,共9页
The combined impact of the Pacific Decadal Oscillation (PDO) and Atlantic Multidecadal Oscillation (AMO) on the summer rainfall in eastern China was investigated using CCSM4. The strongest signals occur with the c... The combined impact of the Pacific Decadal Oscillation (PDO) and Atlantic Multidecadal Oscillation (AMO) on the summer rainfall in eastern China was investigated using CCSM4. The strongest signals occur with the combination of a positive PDO and a negative AMO (+PDO- AMO), as well as a negative PDO and a positive AMO (-PDO + AMO). For the +PDO- AMO set, significant positive rainfall anomalies occur over the lower reaches of the Yangtze River valley (YR), when the East Asian summer monsoon becomes weaker, while the East Asian westerly jet stream becomes stronger, and ascending motion over the YR becomes enhanced due to the jet-related secondary circulation. Contrary anomalies occur over East Asia for the -PDO + AMO set. The influence of these two combinations of PDO and AMO on the summer rainfall in eastern China can also be observed in the two interdecadal rainfall changes in eastern China in the late 1970s and late 1990s. 展开更多
关键词 Pacific Decadal Oscillation Atlantic Multidecadal Oscillation eastern China summer rainfall ccsm4
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中上新世是否存在“永久厄尔尼诺”状态——一个耦合模式结果 被引量:3
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作者 张冉 姜大膀 田芝平 《第四纪研究》 CAS CSCD 北大核心 2013年第6期1130-1137,共8页
根据中上新世模拟比较计划(PlioMIP)试验设计方案,利用通用气候系统模式(CCSM4)低分辨率版本就该时期是否存在"永久厄尔尼诺"状态给予了数值模拟研究。结果表明,相对于工业革命前期,中上新世海洋表面温度(SST)在赤道太平洋地... 根据中上新世模拟比较计划(PlioMIP)试验设计方案,利用通用气候系统模式(CCSM4)低分辨率版本就该时期是否存在"永久厄尔尼诺"状态给予了数值模拟研究。结果表明,相对于工业革命前期,中上新世海洋表面温度(SST)在赤道太平洋地区东部比西部增温显著,导致赤道太平洋地区东西方向上的SST梯度减弱;然而,模拟的中上新世热带太平洋SST仍然以厄尔尼诺/南方涛动(ENSO)循环为主,且ENSO循环并未减弱,换言之,试验结果不支持中上新世存在"永久厄尔尼诺"状态。 展开更多
关键词 中上新世 永久厄尔尼诺 ccsm4 数值模拟
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基于CCSM4.0长期积分试验评估不同辐射强迫对中国干旱半干旱区降水的影响 被引量:2
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作者 赵天保 从靖 《大气科学》 CSCD 北大核心 2018年第2期311-322,共12页
本文基于气候系统模式CESM4.0长期积分试验,分析评估了工业革命前(1850年)及当前(2000年)两种辐射强迫作用(分别为太阳活动和温室气体)对中国北方干旱半干旱区降水的影响。结果表明,模拟结果与观测之间尽管存在一定的偏差,但仍能再现降... 本文基于气候系统模式CESM4.0长期积分试验,分析评估了工业革命前(1850年)及当前(2000年)两种辐射强迫作用(分别为太阳活动和温室气体)对中国北方干旱半干旱区降水的影响。结果表明,模拟结果与观测之间尽管存在一定的偏差,但仍能再现降水气候态的空间分布以及季节变化特征;两种辐射强迫下的降水长期变化均无明显趋势,但二者的差异却呈现出70~100年的准周期振荡;由人类活动引起的当前辐射强迫作用对降水的多年际变率幅度有一定影响,造成极端强降水事件出现的概率增多,而由太阳活动引起的辐射强迫作用主要对降水多年代际周期具有一定的调制作用。进一步分析表明,两种辐射强迫下中国北方干旱半干旱区降水年多年代际变率的主要模态基本一致,但人类活动引起的辐射强迫作用会影响降水多年代际变率与热带海温异常的相互作用的强度,从而改变降水多年代际变率的幅度。 展开更多
关键词 辐射强迫作用 ccsm4.0 模式 降水 干旱半干旱区
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CCSM4/WRF-CMAQ动力降尺度预估RCP8.5情景下京津冀地区空气质量的潜在变化 被引量:1
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作者 王堃 师华定 +3 位作者 高佳佳 王晨龙 滑申冰 高庆先 《环境科学研究》 EI CAS CSCD 北大核心 2017年第11期1661-1669,共9页
目前,针对气候变化对区域空气质量影响的研究相对较少,并且多采用统计降尺度方法对全球气候模式结果进行处理.采用WRF中尺度气象模式对CCSM4气候模式的CMIP5 RCP8.5情景预估结果进行动力降尺度处理,并为CMAQ空气质量模式提供气象场;在2... 目前,针对气候变化对区域空气质量影响的研究相对较少,并且多采用统计降尺度方法对全球气候模式结果进行处理.采用WRF中尺度气象模式对CCSM4气候模式的CMIP5 RCP8.5情景预估结果进行动力降尺度处理,并为CMAQ空气质量模式提供气象场;在2012年清华大学MEIC大气污染物排放清单的基础上,选取2005年作为气候现状代表年、2049—2051年作为未来气候代表年,对京津冀地区典型月份(1月、4月、7月、10月)的气象及空气质量数值模拟结果进行对比,以此预估气候变化背景下京津冀地区空气质量潜在变化.结果表明,在排放情况不变及RCP8.5情景下,未来代表年与现状代表年相比,京津冀地区以典型月份为代表的年均气象因素整体呈现温度升高,风速、相对湿度及大气边界层高度均降低的趋势;年均大气污染物浓度整体呈现升高的趋势,其中,温度升高约0.8℃,风速降低约0.11 m/s,相对湿度降低约2%,大气边界层高度降低约8 m,ρ(PM2.5)升高约2.4μg/m3,ρ(SO_2)升高约1.8μg/m3,ρ(NOx)升高约1.0μg/m3;此外,主要的气象条件(温度、风速、相对湿度、大气边界层高度)中,风速及大气边界层高度的降低可能是造成这些大气污染物浓度变化的主要气象因素,并且风速及大气边界层高度的降低与ρ(PM2.5)降低的相关系数分别约为-0.44和-0.26.研究显示,气候变化会对京津冀地区造成污染物浓度升高的潜在风险,同时由于现阶段缺乏可用于空气质量模式的未来排放情景数据、在线耦合模式日臻完善,在我国气候-空气质量的研究领域亟待进行更深层次的研究. 展开更多
关键词 ccsm4 CMAQ 动力降尺度 气候变化
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The relationship between the Arctic Oscillation and ENSO as simulated by CCSM4
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作者 ZHU Yali WANG Tao 《Atmospheric and Oceanic Science Letters》 CSCD 2016年第3期198-203,共6页
The correlation between the Arctic Oscillation (AO) and ENSO reflects the strength of the interaction between climate systems in the low and high latitudes. Based on the long-term (501 years) control simulation of... The correlation between the Arctic Oscillation (AO) and ENSO reflects the strength of the interaction between climate systems in the low and high latitudes. Based on the long-term (501 years) control simulation of CCSM4, the authors investigated the linkage between the AO and ENSO in boreal winter. Based on the correlation coefficients between them, the authors divided the entire period into two groups: one that included the years with statistically significant correlations (G1), and the other the years with insignificant correlations (G2). in G1, the AO-related atmospheric circulation pattern resembles the ENSO-related one. The Aleutian Low (AL) acts as a bridge linking these two modes, in G2, however, the AO and ENSO signals are confined to the mid-high and mid-low latitudes, respectively. There is no significant linkage between the AO and ENSO in boreal winter, showing a low correlation coefficient. Further analysis suggests that changes in the climatological features, including the strengthened AO, the negative Pacific Decadal Oscillation phase, and the weakened AL, may be responsible for the enhanced relationships. 展开更多
关键词 Arctic Oscillation ENSO ccsm4 Aleutian Low climate interaction betweenlow and high latitude
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Indian Ocean Dipole Response to Global Warming: A Multi-Member Study with CCSM4 被引量:1
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作者 ZHOU Zhen-Qiang XIE Shang-Ping +1 位作者 ZHENG Xiao-Tong LIU Qinyu 《Journal of Ocean University of China》 SCIE CAS 2013年第2期209-215,共7页
Based on a coupled ocean-atmosphere model, the response of the Indian Ocean Dipole (IOD) mode to global warming is investigated with a six member ensemble of simulations for the period 1850-2100. The model can simulat... Based on a coupled ocean-atmosphere model, the response of the Indian Ocean Dipole (IOD) mode to global warming is investigated with a six member ensemble of simulations for the period 1850-2100. The model can simulate the IOD features rea-listically, including the east-west dipole pattern and the phase locking in boreal autumn. The ensemble analysis suppresses internal variability and isolates the radiative forced response. In response to increasing greenhouse gases, a weakening of the Walker circula-tion leads to the easterly wind anomalies in the equatorial Indian Ocean and the shoaling thermocline in the eastern equatorial Indian Ocean (EEIO), and sea surface temperature and precipitation changes show an IOD-like pattern in the equatorial Indian Ocean. Al-though the thermocline feedback intensifies with shoaling, the interannual variability of the IOD mode surprisingly weakens under global warming. The zonal wind feedback of IOD is found to weaken as well, due to decreased precipitation in the EEIO. Therefore, the atmospheric feedback decreases much more than the oceanic feedback increases, causing the decreased IOD variance in this model. 展开更多
关键词 Indian Ocean Dipole (IOD) multi-member ensemble analysis global warming ocean-atmospheric interaction ccsm4
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不同分辨率CCSM4对东亚和中国气候模拟能力分析 被引量:37
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作者 田芝平 姜大膀 《大气科学》 CSCD 北大核心 2013年第1期171-186,共16页
本文利用通用气候系统模式CCSM4在三种水平分辨率下的工业化革命前期气候模拟试验,结合观测和再分析资料,比较了各分辨率下模式对中国温度和降水、东亚海平面气压和850hPa风场的模拟能力,综合评价了模式分辨率对东亚和中国气候模拟的影... 本文利用通用气候系统模式CCSM4在三种水平分辨率下的工业化革命前期气候模拟试验,结合观测和再分析资料,比较了各分辨率下模式对中国温度和降水、东亚海平面气压和850hPa风场的模拟能力,综合评价了模式分辨率对东亚和中国气候模拟的影响。结果表明,三种分辨率对中国温度均具有很好的模拟能力,除春季外,低分辨率(T31,约3.75°×3.75°)对全年温度的模拟能力均要稍好于中(f19,约1.9°×2.5°)、高(f09,约0.9°×1.25°)分辨率;各分辨率对中国降水的模拟能力远不如温度,除冬季外全年都出现的中部地区虚假降水并未因为模式分辨率提高而得到本质改善;对于东亚海平面气压场,低分辨率在冬季模拟能力相对最好,中等分辨率在夏季相对较好,而高分辨率的模拟能力均表现最差;低分辨率对850hPa东亚冬季风和夏季风的模拟能力均要好于中、高分辨率,而两种较高分辨率的模拟能力则比较接近。总的来说,低分辨率CCSM4在东亚和中国气候模拟中表现出了较大优势,加之其计算代价小,适合进行需要较长时间积分的气候模拟研究。 展开更多
关键词 通用气候系统模式ccsm4 水平分辨率 东亚 中国 气候模拟
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Climate variability and predictability associated with the Indo-Pacific Oceanic Channel Dynamics in the CCSM4 Coupled System Model 被引量:2
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作者 YUAN Dongliang XU Peng XU Tengfei 《Chinese Journal of Oceanology and Limnology》 SCIE CAS CSCD 2017年第1期23-38,共16页
An experiment using the Community Climate System Model(CCSM4), a participant of the Coupled Model Intercomparison Project phase-5(CMIP5), is analyzed to assess the skills of this model in simulating and predicting the... An experiment using the Community Climate System Model(CCSM4), a participant of the Coupled Model Intercomparison Project phase-5(CMIP5), is analyzed to assess the skills of this model in simulating and predicting the climate variabilities associated with the oceanic channel dynamics across the Indo-Pacific Oceans. The results of these analyses suggest that the model is able to reproduce the observed lag correlation between the oceanic anomalies in the southeastern tropical Indian Ocean and those in the cold tongue in the eastern equatorial Pacific Ocean at a time lag of 1 year. This success may be largely attributed to the successful simulation of the interannual variations of the Indonesian Throughflow, which carries the anomalies of the Indian Ocean Dipole(IOD) into the western equatorial Pacific Ocean to produce subsurface temperature anomalies, which in turn propagate to the eastern equatorial Pacific to generate ENSO. This connection is termed the "oceanic channel dynamics" and is shown to be consistent with the observational analyses. However, the model simulates a weaker connection between the IOD and the interannual variability of the Indonesian Throughflow transport than found in the observations. In addition, the model overestimates the westerly wind anomalies in the western-central equatorial Pacific in the year following the IOD, which forces unrealistic upwelling Rossby waves in the western equatorial Pacific and downwelling Kelvin waves in the east. This assessment suggests that the CCSM4 coupled climate system has underestimated the oceanic channel dynamics and overestimated the atmospheric bridge processes. 展开更多
关键词 Indian Ocean Dipole El Nino-Southern Oscillations(ENSO) oceanic channel Community Climate System Model(ccsm4 Indonesian Throughflow ENSO predictability
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