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HadGEM2-ES气候模式下黄淮平原典型区域作物灌溉需水量响应
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作者 李岩 屈吉鸿 +2 位作者 苏万益 高志鹏 吴佳美 《水电能源科学》 北大核心 2017年第9期119-122,80,共5页
基于最新的CMIP5中HadGEM2-ES全球气候模式预估数据,研究黄淮平原典型区域中牟县作物灌溉需水量对未来气候变化的响应。根据HadGEM2-ES全球气候模式预估的逐日降水、气温数据,结合研究区气象历史资料,建立气象要素统计降尺度模型,预测RC... 基于最新的CMIP5中HadGEM2-ES全球气候模式预估数据,研究黄淮平原典型区域中牟县作物灌溉需水量对未来气候变化的响应。根据HadGEM2-ES全球气候模式预估的逐日降水、气温数据,结合研究区气象历史资料,建立气象要素统计降尺度模型,预测RCP8.5、RCP4.5、RCP2.6高、中、低三种排放情景下研究区气象要素,并由Penman-Monteith公式计算主要作物冬小麦和夏玉米的灌溉需水量,分析作物灌溉需水量对未来气候变化的响应。结果表明,未来气候情境下,气温升高,蒸发量增大,降水量有所增加,导致研究区冬小麦灌溉需水量减少,夏玉米灌溉需水量增大。从三种气候情景的平均预测结果来看,未来15年冬小麦灌溉需水量减少10.73%,夏玉米灌溉需水量增加14.23%;未来35年冬小麦灌溉需水量减少15.74%,夏玉米灌溉需水量增加18.03%。 展开更多
关键词 hadgem2-ES 统计降尺度 作物灌溉需水量 PENMAN-MONTEITH
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Assessing Global Warming Induced Changes in Summer Rainfall Variability over Eastern China Using the Latest Hadley Centre Climate Model HadGEM3-GC2 被引量:3
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作者 Yawen DUAN Peili WU +1 位作者 Xiaolong CHEN Zhuguo MA 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2018年第8期181-197,共17页
Summer precipitation anomalies over eastern China axe characterized spatially by meridionally banded structnres fluctu- ating on interannual and interdecadal timescales, leading to regional droughts and floods. In add... Summer precipitation anomalies over eastern China axe characterized spatially by meridionally banded structnres fluctu- ating on interannual and interdecadal timescales, leading to regional droughts and floods. In addition to long-term trends, how these patterns may change under global warming has important implications for agricultural planning and water resources over this densely populated area. Using the latest Hadley Centre climate model, HadGEM3-GC2, this paper investigates the potential response of summer precipitation patterns over this region, by comparing the leading modes between a 4×CQ simulation and the model's pre-industrial control simulation. Empirical Orthogonal Function (EOF) analyses show that the first two leading modes account for about 20% of summer rainfall variability. EOF1 is a monopole mode associated with the developing phase of ENSO events and EOF2 is a dipole mode associated with the decaying phase of ENSO. Under 4×CO2 forcing, the dipole mode with a south-north orientation becomes dominant because of a strengthened influence from exces- sive warming of the Indian Ocean. On interdecadal time scales, the first EOF looks very different from the control simulation, showing a dipole mode of east-west contrast with enhanced influence from high latitudes. 展开更多
关键词 rainfall variability global warming ENSO hadgem3-GC2
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Climate Fields over South America and Variability of SACZ and PSA in HadGEM2-ES
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作者 Iracema Fonseca Albuquerque Cavalcanti Marilia Harumi Shimizu 《American Journal of Climate Change》 2012年第3期132-144,共13页
Historical simulations (present climate) and projections under RCP8.5 scenario (future climate) by HadGEM2-ES of temperature and precipitation are analyzed during the four seasons in South America. Projections of prec... Historical simulations (present climate) and projections under RCP8.5 scenario (future climate) by HadGEM2-ES of temperature and precipitation are analyzed during the four seasons in South America. Projections of precipitation are discussed in terms of atmospheric circulation. The South Atlantic Convergence Zone (SACZ) and the Pacific South America (PSA) patterns are analyzed in simulations of present climate and in future climate projections. The model shows small systematic errors over South America, larger close to the northern South American coast in DJF and MAM. The seasonal variability of precipitation, temperature and wind fields is very well reproduced, mainly the summer/winter differences. The SACZ and the Intertropical Convergence Zone (ITCZ) are well simulated. The good model performance to reproduce the precipitation, temperature and wind fields, in the present climate, gives confidence in the projection results subject to the future scenarios. Changes from the present time to the future indicate increased precipitation over southern and southeastern Brazil and areas nearby and the tropical western South American coast. Reduced precipitation is projected over eastern Amazonia, northern South America and southern Chile. The changes are related to changes in the low level wind flow over the tropical North Atlantic, which reduces the advection of moisture to the continent and also to the increased low level flow over central South America southwards, which increases the humidity in the southern regions. The upper level flow changes are also consistent with the precipitation changes. There is a weakening of the Bolivian High and a strengthening of the subtropical jet over the continent. The SACZ dipole pattern is well simulated and in the future projections the southern center anomalies are more intense than in the present time. The PSA1 and PSA2 patterns are well represented in the present climate, but in the future projection only one dominant mode is identified as the typical teleconnection over the Pacific and South America. 展开更多
关键词 South America Precipitation hadgem2-ES Model Simulation Model Projections SACZ PSA
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“一带一路”区域未来RCPs情景降水变化分析
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作者 黄晓晖 乐群 张敏 《长江科学院院报》 CSCD 北大核心 2020年第7期53-60,共8页
以“一带一路”地区作为研究区域,利用分位数映射法的4种传递函数订正全球气候模式(HadGEM2-ES)不同RCPs(Representative Concentration Pathways,温室气体浓度轨迹)情景的月降水量,以获得更具可靠性的未来降水变化的预测结果;在此基础... 以“一带一路”地区作为研究区域,利用分位数映射法的4种传递函数订正全球气候模式(HadGEM2-ES)不同RCPs(Representative Concentration Pathways,温室气体浓度轨迹)情景的月降水量,以获得更具可靠性的未来降水变化的预测结果;在此基础上分析未来各地区不同RCPs情景年降水量变化趋势以及差异情况。利用均方根误差RMSE和降水偏差diff分析比较分位数映射法的订正效果,结果显示线性参数化方案PTFl法建立的传递函数综合订正效果最佳;同时也发现未订正的HadHEM2-ES在东亚和俄罗斯等地区存在明显的降水增加趋势高估。订正后的未来“一带一路”降水变化显示:①东亚、东南亚和俄罗斯地区的降水量在4个情景多为增加趋势,北非、西亚地区在4个情景多为减少趋势。②未来平均年降水量总体呈增加趋势;区域平均值中,EA(东亚)和Rus(俄罗斯)增加趋势明显,WA(西亚)和NAfr(北非)则是减少趋势。各地区降水突变情况存在明显的情景差异,RCP2.6情景突变情况最少,其他3种情景在不同地区都有不同的表现。分析结果为今后的政策制定或工程建设提供有效的参考依据。 展开更多
关键词 降水变化 RCP情景 “一带一路” hadgem2-ES模式 分位数映射法
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气候变化对涟水流域蓝水绿水资源的影响 被引量:13
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作者 冯畅 毛德华 +1 位作者 周慧 曹艳敏 《长江流域资源与环境》 CAS CSSCI CSCD 北大核心 2017年第10期1525-1537,共13页
利用SWAT分布式水文模型模拟分析1996~2015年过去20 a及2020~2079年未来60 a长期气候变化背景下涟水流域蓝水绿水资源的时空分布变化特征。将气候变化划分为1996~2015年、2020~2049年、2050~2079年三段气象背景时期,选用Had GEM2-AO大... 利用SWAT分布式水文模型模拟分析1996~2015年过去20 a及2020~2079年未来60 a长期气候变化背景下涟水流域蓝水绿水资源的时空分布变化特征。将气候变化划分为1996~2015年、2020~2049年、2050~2079年三段气象背景时期,选用Had GEM2-AO大气模式的RCP2.6、RCP4.5、RCP6、RCP8.5四种典型浓度路径作为未来时期的气象输入条件,并细分为9种气候变化情景。运用PSO粒子群优化算法,以KGE克林效率系数为目标函数,采用湘乡站实测径流量及MOD16蒸散发数据并行校准模型参数,通过p-factor、r-factor、R2、NSE和PBIAS评价模型模拟效果和不确定性,评价结果表明校准期及验证期蓝水绿水模拟均达到可信程度。情景分析结果表明,对比1996~2015年、2020~2049年、2050~2079年三段气候背景时期,在各RCP浓度路径下蓝水均呈现了不同程度的下降趋势,大约降低了1.4%~17.3%,绿水流均表现出一定的上升趋势,约增长3.5%~12.4%,绿水蓄量则在持续降低,大致下降了7.8%~19.7%,即使将95PPU模拟不确定性范围考虑进来,绿水流的增长趋势也较为明显。因此,将绿水资源纳入涟水流域未来水资源评价体系,实现蓝水绿水综合规划管理具有实际意义。 展开更多
关键词 气候变化 蓝水 绿水 SWAT hadgem2-ao MOD16 涟水流域
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Modeling vulnerability of protected areas to invasion by Chromolaena odorata under current and future climates 被引量:2
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作者 A.Belarmain Fandohan Ayub M.O.Oduor +4 位作者 A.Idelphonse Sode Liang Wu Aida Cuni-Sanchez Emeline Assede Gerard N.Gouwakinnou 《Ecosystem Health and Sustainability》 SCIE 2015年第6期28-39,共12页
Invasive plant species and climate change are among the biggest threats to the ecological integrity of many ecosystems,including those of protected areas.Effective management of invasive plants requires information re... Invasive plant species and climate change are among the biggest threats to the ecological integrity of many ecosystems,including those of protected areas.Effective management of invasive plants requires information regarding their spatialdistributions Using maximum entropy,wemodeled habitat suitability for an invasive plant species Chromolaena odorata under current and future climatic conditions(HadGEM2-ESand MIROC5)in protected areas of four West African countries(Benin,Cote d'voire,Ghana,and Togo).Under current climatic conditions,approximately 73%of total land area within the protected areas was suitable for colonization by C.odorata.Under future climate projections,the total area of suitable habitats for this invasive plant was projected to decrease by 7-9%(HadGEM2-ES)and 12-14%(MIROC5).Country-specific patterns suggest that major protected areas in Cote d'Ivoire and Ghana will be more vulnerable to invasion by C.odorata than those in Benin and Togo under both current and future dimatic scenarios.To maintain normal ecosystem functioning and provisioning of ecosystem services within the protected areas studied here,locations that have been identified as most vulnerable to invasion by C.odorata should be accorded proportionately higher priority when formulating appropriate management strategies. 展开更多
关键词 Chromolaena odorata climate change hadgem2-ES maximum entropy MIROC5 representative concentration pathways risk assessment Siam weed West Africa
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