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Differentiated Cloud-Radiation Characteristics over East Asian Subtropical and Tropical Regions Revealed by CMIP6 Models
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作者 WU Rui-xue LI Jian-dong +4 位作者 XU Jian-jun ZHANG Yu LIAO Xiao-qing LIU Chun-lei DU Zhen-cai 《Journal of Tropical Meteorology》 2025年第1期43-63,共21页
Pronounced climatic differences occur over subtropical South China(SC)and tropical South China Sea(SCS)and understanding the key cloud-radiation characteristics is essential to simulating East Asian climate.This study... Pronounced climatic differences occur over subtropical South China(SC)and tropical South China Sea(SCS)and understanding the key cloud-radiation characteristics is essential to simulating East Asian climate.This study investigated cloud fractions and cloud radiative effects(CREs)over SC and SCS simulated by CMIP6 atmospheric models.Remarkable differences in cloud-radiation characteristics appeared over these two regions.In observations,considerable amounts of low-middle level clouds and cloud radiative cooling effect appeared over SC.In contrast,high clouds prevailed over SCS,where longwave and shortwave CREs offset each other,resulting in a weaker net cloud radiative effect(NCRE).The models underestimated NCRE over SC mainly due to weaker shortwave CRE and less cloud fractions.Conversely,most models overestimated NCRE over SCS because of stronger shortwave CRE and weaker longwave CRE.Regional CREs were closely linked to their dominant cloud fractions.Both observations and simulations showed a negative spatial correlation between total(low)cloud fraction and shortwave CRE over SC,especially in winter,and exhibited a positive correlation between high cloud fraction and longwave CRE over these two regions.Compared with SCS,most models overestimated the spatial correlation between low(high)cloud fraction and SWCRE(LWCRE)over SC,with larger bias ranges among models,indicating the exaggerated cloud radiative cooling(warming)effect caused by low(high)clouds.Moreover,most models struggled to describe regional ascent and its connection with CREs over SC while they can better reproduce these connections over SCS.This study further suggests that reasonable circulation conditions are crucial to simulating well cloud-radiation characteristics over the East Asian regions. 展开更多
关键词 cloud fraction cloud radiative effect cmip6 model South China South China Sea
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Spatiotemporal Evaluation and Future Projection of Diurnal Temperature Range over the Tibetan Plateau in CMIP6 Models 被引量:1
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作者 Suguo ZHANG Qin HU +2 位作者 Xianhong MENG Yaqiong LÜ Xianyu YANG 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2024年第11期2245-2258,共14页
The diurnal temperature range(DTR)serves as a vital indicator reflecting both natural climate variability and anthropogenic climate change.This study investigates the historical and projected multitemporal DTR variati... The diurnal temperature range(DTR)serves as a vital indicator reflecting both natural climate variability and anthropogenic climate change.This study investigates the historical and projected multitemporal DTR variations over the Tibetan Plateau.It assesses 23 climate models from phase 6 of the Coupled Model Intercomparison Project(CMIP6)using CN05.1 observational data as validation,evaluating their ability to simulate DTR over the Tibetan Plateau.Then,the evolution of DTR over the Tibetan Plateau under different shared socioeconomic pathway(SSP)scenarios for the near,middle,and long term of future projection are analyzed using 11 selected robustly performing models.Key findings reveal:(1)Among the models examined,BCC-CSM2-MR,EC-Earth3,EC-Earth3-CC,EC-Earth3-Veg,EC-Earth3-Veg-LR,FGOALS-g3,FIO-ESM-2-0,GFDL-ESM4,MPI-ESM1-2-HR,MPI-ESM1-2-LR,and INM-CM5-0 exhibit superior integrated simulation capability for capturing the spatiotemporal variability of DTR over the Tibetan Plateau.(2)Projection indicates a slightly increasing trend in DTR on the Tibetan Plateau in the SSP1-2.6 scenario,and decreasing trends in the SSP2-4.5,SSP3-7.0,and SPP5-8.5 scenarios.In certain areas,such as the southeastern edge of the Tibetan Plateau,western hinterland of the Tibetan Plateau,southern Kunlun,and the Qaidam basins,the changes in DTR are relatively large.(3)Notably,the warming rate of maximum temperature under SSP2-4.5,SSP3-7.0,and SPP5-8.5 is slower compared to that of minimum temperature,and it emerges as the primary contributor to the projected decrease in DTR over the Tibetan Plateau in the future. 展开更多
关键词 Tibetan Plateau cmip6 models diurnal temperature range model assessment historical period future projection
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An evaluation of the Arctic clouds and surface radiative fluxes in CMIP6 models 被引量:1
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作者 Jianfen Wei Zhaomin Wang +2 位作者 Mingyi Gu Jing-Jia Luo Yunhe Wang 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2021年第1期85-102,共18页
To assess the performances of state-of-the-art global climate models on simulating the Arctic clouds and surface radiation balance,the 2001–2014 Arctic Basin surface radiation budget,clouds,and the cloud radiative ef... To assess the performances of state-of-the-art global climate models on simulating the Arctic clouds and surface radiation balance,the 2001–2014 Arctic Basin surface radiation budget,clouds,and the cloud radiative effects(CREs)in 22 coupled model intercomparison project 6(CMIP6)models are evaluated against satellite observations.For the results from CMIP6 multi-model mean,cloud fraction(CF)peaks in autumn and is lowest in winter and spring,consistent with that from three satellite observation products(Cloud Sat-CALIPSO,CERESMODIS,and APP-x).Simulated CF also shows consistent spatial patterns with those in observations.However,almost all models overestimate the CF amount throughout the year when compared to CERES-MODIS and APP-x.On average,clouds warm the surface of the Arctic Basin mainly via the longwave(LW)radiation cloud warming effect in winter.Simulated surface energy loss of LW is less than that in CERES-EBAF observation,while the net surface shortwave(SW)flux is underestimated.The biases may result from the stronger cloud LW warming effect and SW cooling effect from the overestimated CF by the models.These two biases compensate each other,yielding similar net surface radiation flux between model output(3.0 W/m2)and CERES-EBAF observation(6.1 W/m2).During 2001–2014,significant increasing trend of spring CF is found in the multi-model mean,consistent with previous studies based on surface and satellite observations.Although most of the 22 CMIP6 models show common seasonal cycles of CF and liquid water path/ice water path(LWP/IWP),large inter-model spreads exist in the amounts of CF and LWP/IWP throughout the year,indicating the influences of different cloud parameterization schemes used in different models.Cloud Feedback Model Intercomparison Project(CFMIP)observation simulator package(COSP)is a great tool to accurately assess the performance of climate models on simulating clouds.More intuitive and credible evaluation results can be obtained based on the COSP model output.In the future,with the release of more COSP output of CMIP6 models,it is expected that those inter-model spreads and the model-observation biases can be substantially reduced.Longer term active satellite observations are also necessary to evaluate models’cloud simulations and to further explore the role of clouds in the rapid Arctic climate changes. 展开更多
关键词 Arctic Basin surface radiation budget cloud radiative effect(CRE) cmip6 models CERES Cloud Sat-CALIPSO APP-x
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Evaluation of the performance of CMIP5 and CMIP6 models in simulating the South Pacific Quadrupole-ENSO relationship
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作者 Zhenchao Wang Lin Han +1 位作者 Ruiqiang Ding Jianping Li 《Atmospheric and Oceanic Science Letters》 CSCD 2021年第4期22-28,共7页
The South Pacific Quadrupole(SPQ) is the extratropical South Pacific’s second principal sea surface temperature mode.Previous observational studies have shown that the SPQ promotes the onset of the El Nino-Southern O... The South Pacific Quadrupole(SPQ) is the extratropical South Pacific’s second principal sea surface temperature mode.Previous observational studies have shown that the SPQ promotes the onset of the El Nino-Southern Oscillation(ENSO).The present study evaluates and compares simulations of the SPQ-ENSO relationship by 20 climate models from CMIP6 and their corresponding 20 previous models from CMIP5.It is found that 16 of the20 pairs of models are able to consistently reproduce the spatial pattern of the SPQ.In terms of simulating the SPQ-ENSO relationship,9 of the 16 CMIP6 models show significant improvement over their previous CMIP5 models.The multi-model ensemble(MME) of these 16 CMIP6 models simulates the SPQ-ENSO connection more realistically than the CMIP5 MME.Further analysis shows that the performance of the model simulations in reproducing the SPQ-ENSO relationship is strongly dependent on their ability to simulate the SPQ-related surface air-sea coupling processes over the southwestern and southeastern South Pacific,as well as the response of the SPQ-related equatorial subsurface ocean temperature anomalies.The improvement of the CMIP6 models in simulating these two processes is responsible for the improved performance of the CMIP6 models over their CMIP5 counterparts in simulating the SPQ-ENSO relationship. 展开更多
关键词 South Pacific quadrupole ENSO CMIP5 and cmip6 models Extratropical atmospheric forcing
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Comparing the Arctic climate in Chinese and other CMIP6 models
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作者 Ruilian He Mingkeng Duan 《Atmospheric and Oceanic Science Letters》 CSCD 2023年第6期8-15,共8页
本研究采用来自耦合模式相互比较项目第六阶段(CMIP6)模式,评估和对比了10个中国模式和27个其他国际模式对北极冬季气候的历史模拟性能.本文的主要目的是展现中国模式对北极气候的模拟能力,并了解其在国际上的模拟水平.结果表明,对于气... 本研究采用来自耦合模式相互比较项目第六阶段(CMIP6)模式,评估和对比了10个中国模式和27个其他国际模式对北极冬季气候的历史模拟性能.本文的主要目的是展现中国模式对北极气候的模拟能力,并了解其在国际上的模拟水平.结果表明,对于气候态的模拟,中国模式在模拟北极温度场和大气场这些气候学方面与其他国际模式相当.而在趋势方面,中国模式同样和其他国际模式都能很好地模拟出北极变暖的特征.此外,与观测到的环流相比,CMIP6多模式集合平均值(MME)并没有显著的正趋势,这可能是因为外部强迫的作用. 展开更多
关键词 北极气候 北极增暖 cmip6 模式评估
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Underestimated relationship between westerly wind bursts and ENSO in CMIP6 models
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作者 Mingjie Wang Chaoxia Yuan +3 位作者 Jingchan Liu Yihua Wei Jiye Wu Jingjia Luo 《Atmospheric and Oceanic Science Letters》 CSCD 2023年第6期16-21,共6页
观测表明,热带太平洋的西风爆发(WWBs)在厄尔尼诺南方涛动(ENSO)的发生,发展和多样性中起着关键作用.因此,在耦合模式中真实地再现WWBs对于改进ENSO的模拟和预测有重要意义.在本研究中,作者发现CMIP6的耦合模式的集合平均能很好地再现... 观测表明,热带太平洋的西风爆发(WWBs)在厄尔尼诺南方涛动(ENSO)的发生,发展和多样性中起着关键作用.因此,在耦合模式中真实地再现WWBs对于改进ENSO的模拟和预测有重要意义.在本研究中,作者发现CMIP6的耦合模式的集合平均能很好地再现了热带太平洋WWB发生频率的纬向分布及其年际变动.然而,大多数CMIP6模型极大低估了WWB和ENSO的线性关系.这可能是因为大多数CMIP6模式里海气耦合强度低于观测:海气耦合强度与WWB-ENSO关系的模式间相关系数高达0.91. 展开更多
关键词 西风爆发 ENSO cmip6模式
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On the long-term memory characteristic in land surface air temperatures:How well do CMIP6 models perform?
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作者 Linzhi Li Fenghua Xie Naiming Yuan 《Atmospheric and Oceanic Science Letters》 CSCD 2023年第1期41-46,共6页
利用去趋势涨落分析(DFA)方法计算序列的长程记忆性(LTM),以CRUTEM5数据集的结果作为观测参照,评估了60个参与第六次国际耦合模式比较计划(CMIP6)的气候模式对地表气温LTM的再现能力.结果表明:大部分模式可以再现全球平均地表气温序列的... 利用去趋势涨落分析(DFA)方法计算序列的长程记忆性(LTM),以CRUTEM5数据集的结果作为观测参照,评估了60个参与第六次国际耦合模式比较计划(CMIP6)的气候模式对地表气温LTM的再现能力.结果表明:大部分模式可以再现全球平均地表气温序列的LTM特征,其中AWI-ESM-1-1-LR和E3SM-1-0的模拟效果最好;60个模式均能模拟LTM随纬度带的变化;综合来说,全球水平上CNRM-CM6-1和HadGEM3-GC31-LL对地表气温LTM的模拟性能最好;多模式平均相比单一模式模拟性能更好;多模式平均与观测结果的偏差以及模式之间的模拟差异显著体现在赤道和沿海区域,这种偏差可能源于模式对海气耦合过程的模拟差异. 展开更多
关键词 长程记忆性 去趋势涨落分析 cmip6 模式评估 地表气温
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Projected Regional 1.50℃and 2.00℃Warming Threshold-crossing Time Worldwide Using the CMIP6 Models
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作者 MENG Yali DUAN Keqin +5 位作者 SHANG Wei SHI Peihong LI Shuangshuang CHENG Ying CHEN Rong ZHANG Zhaopeng 《Chinese Geographical Science》 SCIE CSCD 2023年第6期1095-1108,共14页
The Paris Agreement aims to limit global warming to well below 2.00℃and pursue efforts to limit the temperature increase to 1.50℃.However,the response of climate change to unbalanced global warming is affected by sp... The Paris Agreement aims to limit global warming to well below 2.00℃and pursue efforts to limit the temperature increase to 1.50℃.However,the response of climate change to unbalanced global warming is affected by spatial and temporal sensitivities.To better understand the regional warming response to global warming at 1.50℃and 2.00℃,we detected the 1.50℃and 2.00℃warming threshold-crossing time(WTT)above pre-industrial levels globally using the Coupled Model Intercomparison Project phase 6(CMIP6)models.Our findings indicate that the 1.50℃or 2.00℃WTT differs substantially worldwide.The warming rate of land would be approximately 1.35–1.46 times that of the ocean between 60°N–60°S in 2015–2100.Consequently,the land would experience a 1.50℃(2.00℃)warming at least 10–20 yr earlier than the time when the global mean near-surface air temperature reaches 1.50℃(2.00℃)WTT.Meanwhile,the Southern Ocean between 0°and 60°S considerably slows down the global 1.50℃and 2.00℃WTT.In 2040–2060,over 98.70%(77.50%),99.70%(89.30%),99.80%(93.40%),and 100.00%(98.00%)of the land will have warmed by over 1.50℃(2.00℃)under SSP(Shared Socioeconomic Pathway)1–2.6,SSP2-4.5,SSP3-7.0,and SSP5-8.5,respectively.We conclude that regional 1.50℃(2.00℃)WTT should be fully considered,especially in vulnerable high-latitude and high-altitude regions. 展开更多
关键词 cmip6(Coupled model Intercomparison Project phase 6) global warming 1.50℃warming time 2.00℃warming time regional differences
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Variability of the Pacific subtropical cells under global warming in CMIP6 models
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作者 Xue HAN Junqiao FENG +1 位作者 Yunlong LU Dunxin HU 《Journal of Oceanology and Limnology》 SCIE CAS CSCD 2024年第1期24-40,共17页
The Pacific subtropical cells(STCs)are shallow meridional overturning circulations connecting the tropics and subtropics,and are assumed to be an important driver of the tropical Pacific decadal variability.The variab... The Pacific subtropical cells(STCs)are shallow meridional overturning circulations connecting the tropics and subtropics,and are assumed to be an important driver of the tropical Pacific decadal variability.The variability of STCs under global warming is investigated using multimodal outputs from the latest phase of the Coupled Model Inter-comparison Project(CMIP6)and ocean reanalysis products.Firstly,the volume transport diagnostic analysis is employed to evaluate how coupled models and ocean reanalysis products reproduce interior STC transport.The variation of heat transport by the interior STC under the high-emissions warming scenarios is also analyzed.The results show that the multimodal-mean linear trends of the interior STC transport along 9°S and 9°N are-0.02 Sv/a and 0.04 Sv/a under global warming,respectively,which is mainly due to the combined effect of the strengthened upper oceanic stratification and the weakening of wind field.There is a compensation relationship between the interior STC and the western boundary transport in the future climate,and the compensation relationship of 9°S is more significant than that of 9°N.In addition,compared with ocean reanalysis products,the coupled models tend to underestimate the variability of the interior STC transport convergence,and thus may lose some sea surface temperature(SST)driving force,which may be the reason for the low STC-SST correlation simulated by the model.The future scenario simulation shows that the heat transport of interior STC is weakened under global warming,with a general agreement across models. 展开更多
关键词 interior subtropical cell(STC) global warming Coupled model Inter-comparison Project(cmip6) western boundary transport
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Performance of CMIP6 models in simulating the dynamic sea level:Mean and interannual variance
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作者 Hongying Chen Zhuoqi He +1 位作者 Qiang Xie Wei Zhuang 《Atmospheric and Oceanic Science Letters》 CSCD 2023年第1期34-40,共7页
本研究采用卫星测高数据与第六次国际耦合模式比较计划(CMIP6)海平面动力进行对比,重点针对40S-40N地区的动力海平面(DSL),评估了模式对其平均态与年际变率的综合模拟能力,结果表明,对于DSL平均态的模拟,模式与观测结果非常吻合,模式之... 本研究采用卫星测高数据与第六次国际耦合模式比较计划(CMIP6)海平面动力进行对比,重点针对40S-40N地区的动力海平面(DSL),评估了模式对其平均态与年际变率的综合模拟能力,结果表明,对于DSL平均态的模拟,模式与观测结果非常吻合,模式之间的差异较小.其中,副热带北大西洋是模拟偏差和模式间差异较为显著的区域,对于DSL年际变率的模拟,模式之间保持较高的一致性,但是,模式与观测结果存在明显差异,模式普遍低估了DSL的年际方差;其中,误差大值区域出现在副热带西边界流附近,模式分辨率会影响CMIP6对中小尺度海洋过程的重现能力,这可能是导致CMIP6历史模拟出现误差的原因之一. 展开更多
关键词 动力海平面 cmip6 平均态 年际变率 模式分辨率
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基于CMIP6的气候变化下滇池流域未来水资源变化预估
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作者 郭财秀 杨开斌 +2 位作者 袁树堂 崔松云 李宝芬 《中国水利水电科学研究院学报(中英文)》 北大核心 2026年第1期34-46,共13页
滇池流域水资源供需矛盾突出,探究滇池流域未来气候变化下的水资源变化趋势,可为区域水资源开发利用与管理提供参考依据。基于CMIP6的最优三模式集合平均方案在SSP2-4.5情景下的资料,分析了滇池流域未来气温、降水和蒸散发的变化趋势;采... 滇池流域水资源供需矛盾突出,探究滇池流域未来气候变化下的水资源变化趋势,可为区域水资源开发利用与管理提供参考依据。基于CMIP6的最优三模式集合平均方案在SSP2-4.5情景下的资料,分析了滇池流域未来气温、降水和蒸散发的变化趋势;采用DWBM模型模拟了滇池流域未来(2021—2100年)水资源量的变化情势。结果表明:DWBM模型在滇池流域具有较好的适用性,流域控制站海口(大烟囱)水文站月径流率定期和验证期的纳什效率系数均大于0.8,总量相对误差均小于11%;未来滇池流域气温、蒸散发均呈增加趋势,降水量变化趋势不显著,年际振荡变化大;受气候变化影响,与基准期(1981—2014年)相比,降水量呈小幅减少,未来滇池水资源量较基准期偏少,平均偏少幅度为24%,春季减少幅度最大;枯水期水资源量将更紧缺,汛前水资源分配均匀程度降低,主汛期水资源分配的均匀程度将上升。未来滇池流域水资源供需矛盾可能进一步加剧,仍需优化水资源配置和加强水资源综合管理来应对。 展开更多
关键词 气候变化 cmip6模式 水资源变化 DWBM模型 滇池流域
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Westward shift of western North Pacific tropical cyclones in CMIP6-High Res MIP models
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作者 Zhuoying Li Wen Zhou 《Atmospheric and Oceanic Science Letters》 2025年第2期86-93,共8页
Against the backdrop of climate change,the activity of tropical cyclones(TCs)has captured widespread attention.Observational datasets indicate a declining trend in the genesis longitude of western North Pacific(WNP)TC... Against the backdrop of climate change,the activity of tropical cyclones(TCs)has captured widespread attention.Observational datasets indicate a declining trend in the genesis longitude of western North Pacific(WNP)TCs.This study investigates the zonal changes of WNP TCs with CMIP6-HighResMIP models.These models capture the genesis density of WNP TCs fairly well.The results reveal a westward shift in TC genesis longitude.This trend is associated with the significant reduction in the TC frequency over the southeastern WNP.The study also discusses changes in large-scale circulation patterns and the impact of the strengthening Pacific Walker circulation. 展开更多
关键词 Tropical cyclones Westward shift cmip6-HighResMIP models Pacific walker circulation
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基于CMIP6的岷沱江流域径流预估
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作者 江楠 倪福全 +4 位作者 邓玉 向军 吴明炎 康文东 岳紫莹 《水生态学杂志》 北大核心 2026年第1期25-36,共12页
揭示岷沱江流域未来径流变化趋势,为岷沱江流域水资源管理和决策提供科学依据。基于SWAT模型和第六次国际耦合模式比较计划(CMIP6),采用6个全球气候模式(GCMs)的多模式集合平均(MME),将基准期(1981—2014年)与未来2个时期2017—2050年和... 揭示岷沱江流域未来径流变化趋势,为岷沱江流域水资源管理和决策提供科学依据。基于SWAT模型和第六次国际耦合模式比较计划(CMIP6),采用6个全球气候模式(GCMs)的多模式集合平均(MME),将基准期(1981—2014年)与未来2个时期2017—2050年和2057—2090年对比,评估4种不同的共享社会经济路径(SSPs)下岷沱江流域未来径流情况。结果表明:(1)SWAT模型在岷沱江流域径流模拟中具有较好的适用性,研究区7个水文监测站月径流模拟效果较好;(2)采用MME模拟气温和降水相关系数分别为0.99和0.93,模拟值与观测值有极高的相似度;(3)相较基准期,在各种情景下,未来岷沱江流域年均气温呈增加趋势,SSP5-8.5增温最为明显,年均降水量呈波动上升趋势;(4)不同情景下的未来2个时期,岷沱江流域的径流量将会减少,2017—2050年期间径流减少的幅度大于2057—2090年,减少的区域集中在岷江上游、沱江下游和青衣江流域。降雨的增加并不能完全消弭流域持续温升驱动的径流量减少。 展开更多
关键词 第六次国际耦合模式比较计划 SWAT模型 径流 集合预估 岷沱江流域
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Assessing future drought evolution and driving mechanisms in the Weigan River Basin under CMIP6 climate scenarios
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作者 WANG Wenbo LIN Li +1 位作者 CHEN Dandan YANG Jiayun 《Journal of Arid Land》 2026年第2期235-262,共28页
In the northern Tarim River Basin,the Weigan River Basin is a critical endorheic system characterized by extreme aridity,where drought poses a major natural hazard to agricultural production and ecological stability.T... In the northern Tarim River Basin,the Weigan River Basin is a critical endorheic system characterized by extreme aridity,where drought poses a major natural hazard to agricultural production and ecological stability.This study assessed the future evolution of drought under climate change by employing the standardized moisture anomaly index(SZI)on the basis of multi-model the Coupled Model Intercomparison Project Phase 6(CMIP6)simulations under historical conditions(1970–2014)and future scenarios(shared socioeconomic pathway(SSP)1-2.6,SSP2-4.5,SSP3-7.0 and SSP5-8.5 for 2015–2100).The results show that precipitation–evapotranspiration anomalies are projected to first decline but then increase over time,with increased fluctuations and uncertainty under high-emission scenarios(SSP5-8.5).These trends indicate intensifying drought risks and reveal a strong influence of emission pathways on regional water cycling.Temporal analysis of SZI indicates a transition from wetting to drying under lowand medium-emission pathways(SSP1-2.6 and SSP2-4.5),whereas high-emission scenarios are characterized by persistent drying and increased variability.The significant lower-tail dependence(0.271)observed under SSP2-4.5 and SSP5-8.5 suggests that extreme droughts may be subject to nonlinear co-amplification across scenarios.The frequency of moderate and more severe drought events is expected to increase substantially,especially under SSP5-8.5,where drought occurrence is predicted to extend into spring and autumn and become more evenly distributed throughout the year.Spatially,drought duration shows significant positive autocorrelation across all scenarios,with hot spots consistently concentrated in the southern and southeastern regions of the basin.Random forest analysis,interpreted as association-based pattern attribution,indicates that meteorological variables(precipitation and potential evapotranspiration(PET))make the greatest contributions to the hot spot pattern,followed by topography and soil moisture.Among land use categories,farmland generally shows higher drought sensitivity than other land use types,as reflected by its relative contribution patterns across scenarios.The spatial pattern of drought is statistically structured by climatic forcing,surface conditions,and soil moisture status,reflecting their coupled associations with hot spot occurrence.In addition,a drought spatial uncertainty index was constructed from multi-scenario hot spot maps,revealing spatially heterogeneous structural variability throughout the basin.Correlation analysis further highlights strong internal couplings among environmental variables(e.g.,elevation-linked hydroclimatic gradients and grassland–bare soil contrasts).These findings offer a scientific basis for developing region-specific drought monitoring and adaptation strategies under future climate change conditions. 展开更多
关键词 Coupled model Intercomparison Project Phase 6(cmip6) Weigan River Basin standardized moisture anomaly index(SZI) drought characteristics climate change random forest Shapley Additive exPlanations(SHAP)
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On the spring stratospheric final warming in CMIP5 and CMIP6 models 被引量:1
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作者 Jinggao HU Zexuan LIU +2 位作者 Haiming XU Rongcai REN Dachao JIN 《Science China Earth Sciences》 SCIE EI CAS CSCD 2023年第1期129-145,共17页
This study evaluates the performance in simulating the stratospheric final warming events(SFWs)that lead to the final collapse of the stratospheric polar vortex in spring in both Southern and Northern Hemispheres(SH a... This study evaluates the performance in simulating the stratospheric final warming events(SFWs)that lead to the final collapse of the stratospheric polar vortex in spring in both Southern and Northern Hemispheres(SH and NH,respectively)based on the historical simulations provided by the Coupled Model Intercomparison Project Phases 5 and 6(CMIP5 and CMIP6,respectively).Overall,CMIP5 and CMIP6 models can reproduce the main characteristics of the occurrence of SFWs.However,the SFW onset date(SFWOD)is 7 and 9 days later than in observations in the SH and NH,respectively.Moreover,the intensity of SFWs in models is 50%to 70%of that in observations.Compared with CMIP5 models,CMIP6 models have an ameliorated capability to simulate NH SFWs.However,this improvement does not manifest as significantly earlier SFW onset,but as more intense stratospheric planetary wave activities before the SFWand as a larger interannual variability of the SFWOD.By contrast,in the SH,the capability of CMIP6 models is roughly unchanged,even deteriorated in the simulation of SFWOD and stratospheric planetary wave activities before the SFW onset.The performance of CMIP6 high-top models is better than that of lowtop models.Specifically,in the NH,high-top models are considerably improved in terms of intensity of circumpolar zonal wind around the SFWOD and stratospheric planetary wave activities before the SFW onset.In the SH,high-top models show fairly earlier SFWOD by 11 days,which is closer to observations. 展开更多
关键词 Stratospheric final warming events CMIP5 and cmip6 models Historical simulation Southern and Northern Hemispheres
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基于秩评分方法的CMIP6全球气候模式对淮河流域降水和气温模拟能力评估 被引量:2
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作者 鞠琴 马啸赞 +5 位作者 刘艳丽 严锋 刘翠善 王诗羊 吕卓熙 张乃丰 《河海大学学报(自然科学版)》 北大核心 2025年第6期12-20,共9页
基于国际耦合模式比较计划第六阶段(CMIP6)的22个全球气候模式对淮河流域1985—2014年降水和气温的模拟数据,选取7个指标采用秩评分方法对各气候模式的模拟能力进行综合评估,并讨论秩评分对各指标的敏感性,同时进一步分析了优选气候模... 基于国际耦合模式比较计划第六阶段(CMIP6)的22个全球气候模式对淮河流域1985—2014年降水和气温的模拟数据,选取7个指标采用秩评分方法对各气候模式的模拟能力进行综合评估,并讨论秩评分对各指标的敏感性,同时进一步分析了优选气候模式的空间模拟能力。结果表明:各气候模式对淮河流域月平均降水和气温的模拟能力差异较大,整体上各气候模式对气温的模拟效果更优,对月平均降水普遍存在高估;综合秩评分前五的气候模式依次为EC-Earth3(7.83)、EC-Earth3-Veg(7.66)、ACCESS-CM2(7.62)、TaiESM1(7.27)、FGOALS-f3-L(7.20);降水的秩评分结果对标准差、Mann-Kendall趋势分析的统计量z和斜率β的敏感性较高,气温对z和β的敏感性较高,不同秩评分指标组合对秩评分有一定的影响;综合模拟能力相对最优的EC-Earth3模式能很好地再现降水空间分布特征,而对气温空间分布特征模拟略差。 展开更多
关键词 cmip6气候模式 降水 气温 模拟能力 敏感性分析 淮河流域
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地形引导的多尺度残差密集网络CMIP6全球气候模式降尺度研究
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作者 程勇 顾雅康 +3 位作者 王军 王沂萱 王伟 何佳信 《热带气象学报》 北大核心 2025年第5期612-625,共14页
CMIP6全球气候模式是预测未来气候变化的重要工具之一,然而其输出数据的空间分辨率较为粗糙(通常大于1°),难以直接应用于区域尺度气候变化研究。为此,本文提出一种地形引导的多尺度残差密集网络(Terrain-Guided Multi-Scale Residu... CMIP6全球气候模式是预测未来气候变化的重要工具之一,然而其输出数据的空间分辨率较为粗糙(通常大于1°),难以直接应用于区域尺度气候变化研究。为此,本文提出一种地形引导的多尺度残差密集网络(Terrain-Guided Multi-Scale Residual Dense Network,TGMSRDN)降尺度模型,旨在提高应用于中国西南地区全球气候模式日平均气温数据的空间分辨率和精度。具体而言,该模型构建一种多尺度残差密集块,用于从粗分辨率气温数据中提取多尺度特征信息。此外,为充分利用地形信息,本文提出一种地形引导网络,该网络采用注意力机制有效聚合气温数据与地形信息,从而更精细地恢复了气温数据的空间细节。在中国西南地区进行的对比实验表明,TGMSRDN能够有效地将全球气候模式日平均气温空间分辨率由1°提升到0.1°,效果优于其它对比方法。最后,本文应用所提模型对研究区域2015—2050年在四种预估情景下(SSP1-2.6、SSP2-4.5、SSP3-7.0、SSP5-8.5)气温预估数据进行降尺度分析。结果显示,四种情景下研究区域年平均气温均呈上升趋势,特别是在SSP5-8.5情景下,至2050年研究区域的升温幅度将超过1.5℃。 展开更多
关键词 cmip6全球气候模式 气候变化 降尺度 气候变化预估
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Biophysical Impacts of Global Deforestation on Near-Surface Air Temperature in China: Results from Land Use Model Intercomparison Project Simulations
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作者 Yue SUI Miao WEI Bo LIU 《Advances in Atmospheric Sciences》 2025年第6期1141-1155,共15页
Global deforestation has been recognized as an important factor influencing climate change over the past century.However, uncertainties remain regarding its biophysical impacts on temperature across China. Utilizing m... Global deforestation has been recognized as an important factor influencing climate change over the past century.However, uncertainties remain regarding its biophysical impacts on temperature across China. Utilizing monthly data from eight global climate models of the Land Use Model Intercomparison Project, a multimodel comparison was conducted to quantitatively analyze the biophysical impacts of global deforestation on near-surface air temperature in China, using a surface energy balance decomposition method. Results show a 38%(29% to 45%) reduction in forest cover in China(ensemble mean and range across eight models) relative to pre-industrial levels, and an annual cooling of 0.6 K(0.05 to1.4 K) accompanied by global deforestation. Notably, surface albedo causes a cooling effect of 0.6 K(0.2 to 2.0 K), while surface latent and sensible heat fluxes partially offset this cooling by 0.2 K(-0.2 to 0.5 K) and 0.2 K(-0.04 to 0.6 K),respectively. These effects are more pronounced in winter and spring in deforested regions. Furthermore, the separation of atmospheric feedbacks under clear-sky and cloudy conditions show that the cloud radiative effect only accounts for 0.1 K(-0.1 to 0.4 K), while the clear-sky surface downward radiation is a significant cooling factor, contributing up to-0.5 K(-1.2 to 0.004 K), particularly in summer. However, the consistency of these models in simulating the impact of surface latent heat flux and albedo on surface temperature in China in response to deforestation is somewhat poor, highlighting the need to improve these related processes. 展开更多
关键词 global deforestation cmip6 models China surface temperature biophysical impacts water vapor
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基于CMIP6气候情景的泾河流域水文模拟及预测 被引量:6
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作者 龙鸿元 王丽霞 +2 位作者 张珈玮 刘招 杨耘 《水利水电技术(中英文)》 北大核心 2025年第2期89-103,共15页
【目的】气候变化和人类活动引发的土地利用变化为水资源调控与管理带来了挑战,使得探究在两者影响下的水文模拟过程并进行定量预测和分析成为了目前的研究需要。【方法】基于CMIP6的3种气候模式ACCESS-CM2、BCC-CSM2-MR、NorESM2-LM的... 【目的】气候变化和人类活动引发的土地利用变化为水资源调控与管理带来了挑战,使得探究在两者影响下的水文模拟过程并进行定量预测和分析成为了目前的研究需要。【方法】基于CMIP6的3种气候模式ACCESS-CM2、BCC-CSM2-MR、NorESM2-LM的两种浓度情景SSP245、SSP585,通过偏差订正后模拟出泾河流域在未来时期(2022—2044年)的降水、最低气温和最高气温;基于2005年和2015年流域土地利用数据,利用CA-markov模型预测流域2025年土地利用空间分布,并结合气候模式数据,驱动SWAT分布式水文模型,预测泾河流域未来时期的径流变化,并分析两种因素对径流变化率的影响。【结果】研究结果表明:(1)未来时期(2022—2044年)SSP245和SSP585情景下,年平均降水相对于基准期(2006—2012年)分别上升0.3%和1.41%,最低气温分别上升0.9℃和1.11℃,最高气温分别上升0.28℃和0.07℃。(2)2025年建设用地和耕地面积相较于2005年分别增加了34.97%和3.15%,而草地和林地面积减少了4.30%和1.59%。(3)基准期径流模拟值与实测值在率定期和验证期的R^(2)和NSE值分别为0.86和0.7、0.76和0.71,R^(2)均大于0.7,NSE均大于0.65。(4)S45_LUC05、S85_LUC05、S45_LUC25、S85_LUC25四种情景年平均径流模拟值分别为387 m^(3)/s,387.87 m^(3)/s、419.17 m^(3)/s、422.94 m^(3)/s。【结论】(1)未来时期(2022—2044年)泾河流域年均降水和年均气温呈整体上升趋势。(2)未来时期(2025年)泾河流域建设用地面积将显著增加,草地和林地面积呈减少趋势。(3)SWAT模型在泾河流域水文模拟中适用性较好。(4)4种情景驱动下未来径流呈上升趋势,气候与土地利用变化共同影响了径流变化,土地利用变化对径流影响程度大于气候因素。 展开更多
关键词 cmip6 SWAT模型 土地利用 径流模拟 泾河流域 气候变化 降水
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LICOM Model Datasets for the CMIP6 Ocean Model Intercomparison Project 被引量:17
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作者 Pengfei LIN Zhipeng YU +14 位作者 Hailong LIU Yongqiang YU Yiwen LI Jirong JIANG Wei XUE Kangjun CHEN Qian YANG Bowen ZHAO Jilin WEI Mengrong DING Zhikuo SUN Yaqi WANG Yao MENG Weipeng ZHENG Jinfeng MA 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2020年第3期239-249,共11页
The datasets of two Ocean Model Intercomparison Project(OMIP)simulation experiments from the LASG/IAP Climate Ocean Model,version 3(LICOM3),forced by two different sets of atmospheric surface data,are described in thi... The datasets of two Ocean Model Intercomparison Project(OMIP)simulation experiments from the LASG/IAP Climate Ocean Model,version 3(LICOM3),forced by two different sets of atmospheric surface data,are described in this paper.The experiment forced by CORE-II(Co-ordinated Ocean–Ice Reference Experiments,Phase II)data(1948–2009)is called OMIP1,and that forced by JRA55-do(surface dataset for driving ocean–sea-ice models based on Japanese 55-year atmospheric reanalysis)data(1958–2018)is called OMIP2.First,the improvement of LICOM from CMIP5 to CMIP6 and the configurations of the two experiments are described.Second,the basic performances of the two experiments are validated using the climatological-mean and interannual time scales from observation.We find that the mean states,interannual variabilities,and long-term linear trends can be reproduced well by the two experiments.The differences between the two datasets are also discussed.Finally,the usage of these data is described.These datasets are helpful toward understanding the origin system bias of the fully coupled model. 展开更多
关键词 OMIP cmip6 ocean sea-ice model model bias
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