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Interannual variation of summer compound hot and drought events in Xinjiang and its relationship with the North Atlantic sea surface temperature 新疆夏季复合高温干旱事件的年际变化及其与北大西洋海面温度的关系
IF 4.9 2区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-07-03 DOI: 10.1175/jcli-d-24-0086.1
Xiaolu Zhang, Jiapeng Miao, Xiaoxin Wang, Botao Zhou
Abstract Xinjiang suffers compound hot and drought events under global warming. However, less attention has been paid to physical mechanisms of the variability of compound hot and drought events in this region. This article investigates the interannual variation of summer (June–July–August) compound hot and drought events in Xinjiang and its relationship with the sea surface temperature (SST) over the North Atlantic. The results show that its first Empirical Orthogonal Function (EOF) mode features a spatially homogenous pattern. This mode is closely connected with the simultaneous meridional negative–positive–negative SST anomalies over the North Atlantic. The summer North Atlantic tripole SST anomalies can trigger a remarkable wave train extending from the North Atlantic to Eurasia, consequently inducing an anomalous high-pressure system over the Iran–Pamirs Plateau, which is conducive to the increase of air temperature from the surface to the upper troposphere over Xinjiang. The warmer troposphere further strengthens the western Asian subtropical meridional temperature gradient and thereby enhances the westerly wind to the north flank of the West Asian subtropical westerly jet (WASWJ). As a result, the WASWJ is displaced northward, which intensifies the sinking motion and prevents the water vapor transport to Xinjiang, leading to a decrease of precipitation in the target region. The higher temperature and less precipitation contribute to the occurrence of compound hot and drought events over Xinjiang. Numerical simulations based on the Community Atmospheric Model version 4 (CAM4) further confirm the relationship between the North Atlantic tripole SST anomalies and compound hot and drought events in Xinjiang during summer on the interannual time scale.
摘要 在全球变暖的情况下,新疆出现了复合高温干旱事件。然而,人们对该地区复合高温干旱事件变异的物理机制关注较少。本文研究了新疆夏季(6-7-8 月)复合高温干旱事件的年际变化及其与北大西洋海面温度(SST)的关系。结果表明,其第一个经验正交函数(EOF)模式具有空间同质模式的特征。该模式与北大西洋上空同时出现的经向负-正-负 SST 异常密切相关。夏季北大西洋三极海温异常会引发一列从北大西洋延伸到欧亚大陆的显著波列,从而在伊朗-帕米尔高原上空诱发异常高压系统,有利于新疆上空从地表到对流层上部的气温上升。对流层变暖进一步加强了西亚副热带经向温度梯度,从而增强了西亚副热带西风射流(WASWJ)北侧的西风。因此,西亚副热带西风射流向北移动,加剧了下沉运动,阻碍了水汽向新疆的输送,导致目标区域降水减少。气温升高和降水减少导致新疆上空出现复合高温干旱事件。基于共同体大气模式第 4 版(CAM4)的数值模拟进一步证实了新疆夏季北大西洋三极海温异常与复合高温干旱事件在年际尺度上的关系。
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引用次数: 0
Ocean Complexity Shapes Sea Surface Temperature Variability in a CESM2 Coupled Model Hierarchy 海洋复杂性塑造了 CESM2 耦合模型层次结构中的海表温度变异性
IF 4.9 2区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-07-02 DOI: 10.1175/jcli-d-23-0621.1
Sarah M. Larson, Kay McMonigal, Yuko Okumura, Dillon Amaya, Antonietta Capotondi, Katinka Bellomo, Isla R. Simpson, Amy C. Clement
Abstract To improve understanding of ocean processes impacting monthly sea surface temperature (SST) variability, we analyze a Community Earth System Model version 2 hierarchy in which models vary only in their degree of ocean complexity. The most realistic ocean is a dynamical ocean model, as part of a fully coupled model (FCM). The next most realistic ocean, from a mechanically decoupled model (MDM), is like the FCM but excludes anomalous wind stress-driven ocean variability. The simplest ocean is a slab ocean model (SOM). Inclusion of a buoyancy coupled dynamic ocean as in the MDM, which includes temperature advection and vertical mixing absent in the SOM, leads to dampening of SST variance everywhere and reduced persistence of SST anomalies in the high latitudes and equatorial Pacific compared to the SOM. Inclusion of anomalous wind stress-driven ocean dynamics as in the FCM leads to higher SST variance and longer persistence timescales in most regions compared to the MDM. The net role of the dynamic ocean, as an overall dampener or amplifier of anomalous SST variance and persistence is regionally dependent. Notably, we find that efforts to reduce the complexity of the ocean models in the SOM and MDM configurations result in changes in the magnitude of the thermodynamic forcing of SST variability compared to the FCM. These changes, in part, stem from differences in the seasonally varying mixed layer depth and should be considered when attempting to quantify the relative contribution of certain ocean mechanisms to differences in SST variability between the models.
摘要 为了更好地了解海洋过程对海面温度月变化的影响,我们分析了共同体地球系统模式第 2 版的层次结构,其中的模式仅在海洋复杂程度上有所不同。最现实的海洋是动力学海洋模式,是完全耦合模式(FCM)的一部分。其次是机械解耦模式(MDM)中最逼真的海洋,与全耦合模式类似,但不包括风应力驱动的海洋异常变化。最简单的海洋是板块海洋模式(SOM)。与 SOM 相比,在 MDM 中加入浮力耦合动力海洋,包括 SOM 中没有的温度平流和垂直混合,会抑制各地的 SST 变异,并降低高纬度和赤道太平洋地区 SST 异常的持续性。与 MDM 相比,在 FCM 中加入风应力驱动的海洋动力异常会导致大部分地区的 SST 变差增大,持续时标变长。动态海洋作为异常海温变异和持续性的总体抑制器或放大器,其净作用与区域有关。值得注意的是,我们发现,在 SOM 和 MDM 配置中,降低海洋模式复杂性的努力导致 SST 变率的热动力作用力大小与 FCM 相比发生了变化。这些变化部分源于季节性变化的混合层深度的差异,在试图量化某些海洋机制对模型间 SST 变率差异的相对贡献时应加以考虑。
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引用次数: 0
No evidence of winter warming in Eurasia following large, low-latitude volcanic eruptions during the Last Millennium 没有证据表明欧亚大陆在上个千年发生大规模低纬度火山爆发后冬季变暖
IF 4.9 2区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-07-02 DOI: 10.1175/jcli-d-23-0625.1
Ernesto Tejedor, Lorenzo M. Polvani, Nathan J. Steiger, Mathias Vuille, Jason E. Smerdon
Abstract We critically reexamine the question of whether volcanic eruptions cause surface warming over Eurasia in winter, in the light of recent modeling studies that have suggested internal variability may overwhelm any forced volcanic response, even for the very largest eruptions during the Common Era. Focusing on the Last Millennium, we combine model output, instrumental observations, tree-ring records, and ice cores to build a new temperature reconstruction that specifically targets the boreal winter season. We focus on 20 eruptions over the Last Millennium with volcanic stratospheric sulfur injections (VSSI) larger than the 1991 Pinatubo eruption. We find that only 7 of these 20 large events are followed by warm surface temperature anomalies over Eurasia in the first post-eruption winter. Examining the 13 events that show cold post-eruption anomalies we find no correlation between the amplitude of winter cooling and VSSI mass. We also find no evidence that the North Atlantic Oscillation is correlated with VSSI in winter, a key element of the proposed mechanism through which large low-latitude eruptions might cause winter warming over Eurasia. Furthermore, by inspecting individual eruptions rather than combining events into a superposed epoch analysis, we are able to reconcile our findings with those of previous studies. Analysis of two additional paleoclimatic datasets corroborates the lack of post-eruption Eurasian winter warming. Our findings, covering the entire Last Millennium, confirm the findings of most recent modeling studies, and offer important new evidence that large low-latitude eruptions are not, in general, followed by significant surface wintertime warming over Eurasia.
摘要 最近的建模研究表明,即使是公元纪最大的火山喷发,内部变率也可能压倒任何被迫的火山反应,有鉴于此,我们重新严格审查了火山喷发是否会导致欧亚大陆冬季地表变暖的问题。我们将重点放在上个千年,结合模型输出、仪器观测、树环记录和冰芯,建立了专门针对北方冬季的新的温度重建。我们重点研究了最近千年中 20 次火山喷发,其平流层硫注入量(VSSI)大于 1991 年皮纳图博火山喷发。我们发现,在这 20 次大型喷发事件中,只有 7 次在喷发后的第一个冬季欧亚大陆上空出现了温暖的地表温度异常。在研究 13 个出现爆发后低温异常的事件时,我们发现冬季降温的幅度与 VSSI 质量之间没有相关性。我们也没有发现北大西洋涛动与冬季 VSSI 相关的证据,而 VSSI 是低纬度大喷发可能导致欧亚大陆冬季变暖的机制中的一个关键因素。此外,通过对单次火山爆发的研究,而不是将火山爆发事件合并到一个叠加的年代分析中,我们能够将我们的研究结果与之前的研究结果相协调。对另外两个古气候数据集的分析证实了火山爆发后欧亚大陆冬季没有变暖。我们的研究结果涵盖了整个上个千年,证实了最近大多数建模研究的结果,并提供了重要的新证据,证明大型低纬度火山爆发后,欧亚大陆冬季地表一般不会明显变暖。
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引用次数: 0
Impact of Summer North Atlantic Sea Surface Temperature Tripole on Precipitation over Mid–high-latitude Eurasia 夏季北大西洋海面温度三极对欧亚大陆中高纬度降水的影响
IF 4.9 2区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-07-02 DOI: 10.1175/jcli-d-24-0072.1
Shanling Cheng, Haipeng Yu, Jie Zhou, Bofei Zhang, Yu Ren, Hongyu Luo, Siyu Chen, Yongqi Gong, Ming Peng, Yunsai Zhu
Abstract Eurasia is a sensitive and high-risk region for global climate changes, where climate anomalies significantly influence natural ecosystems, human health, and economic development. The North Atlantic tripole (NAT) sea surface temperature anomaly is crucial to interannual precipitation variations in Eurasia. Several studies have focused on the link between the NAT and climate anomalies in winter and spring. However, the mechanism by which the summer NAT impacts climate anomalies in Eurasia remains unclear. This study examines how the NAT impacts interannual variations of summer precipitation in mid-high-latitude Eurasia. Precipitation variations are associated with the atmospheric teleconnection triggered by the NAT. When the NAT is in its positive phase, the anomalous atmospheric diabatic heating over the North Atlantic excites an equivalent-barotropic Rossby wave train response that propagates eastward toward the Eurasia, resulting in atmospheric circulation anomalies over the region. The combined effects of atmospheric circulation, radiative forcing, and water vapor transport anomalies lead to decreased precipitation across Northern Europe and central Eurasia, with higher precipitation anomalies over the Northeast Asia. Finally, numerical experiments verify that the summer NAT excites atmospheric teleconnections that propagate downstream, affecting precipitation anomalies in mid-high-latitude Eurasia. This study provides a scientific basis for predicting Eurasian summer precipitation and strengthening disaster management strategies.
摘要 欧亚大陆是全球气候变化的敏感和高风险地区,那里的气候异常严重影响着自然生态系统、人类健康和经济发展。北大西洋三极海面温度异常对欧亚大陆年际降水量变化至关重要。一些研究重点关注北大西洋三极与冬季和春季气候异常之间的联系。然而,夏季 NAT 对欧亚大陆气候异常的影响机制仍不清楚。本研究探讨了欧亚大陆中高纬度地区夏季降水量的年际变化如何受 NAT 影响。降水量的变化与 NAT 引发的大气远程联系有关。当 NAT 处于正相位时,北大西洋上空异常的大气绝热加热会激发等效各向同性的罗斯比波列响应,并向东传播到欧亚大陆,从而导致该地区的大气环流异常。大气环流、辐射强迫和水汽输送异常的综合效应导致北欧和欧亚大陆中部降水量减少,而亚洲东北部降水量异常增加。最后,数值实验验证了夏季 NAT 激发了大气远距离联系,并向下游传播,影响了欧亚大陆中高纬度地区的降水异常。这项研究为预测欧亚大陆夏季降水和加强灾害管理策略提供了科学依据。
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引用次数: 0
Northern hemisphere land-atmosphere feedback from prescribed plant phenology in CESM 从 CESM 中规定的植物物候学看北半球陆地-大气反馈
IF 4.9 2区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-07-01 DOI: 10.1175/jcli-d-23-0179.1
Xiaolu Li, Toby Ault, Andrew D. Richardson, Steve Frolking, Dimitris A. Herrera, Mark A. Friedl, Carlos M. Carrillo, Colin P. Evans
Abstract Plant phenology influences both the terrestrial carbon cycle and land-atmosphere interactions, and therefore can potentially modify large-scale circulations in the atmosphere. However, considerable discrepancies are present among models and between model simulations and observations of plant phenology, adding large uncertainties to future climate projections. Here we modified plant phenology in the Northern Hemisphere in the Community Earth System Model and conducted simulations to characterize how differences in plant phenology influence land-atmosphere coupling. Plant phenology changes the land surface and land-atmosphere interactions by directly modulating absorbed solar radiation and evapotranspiration and indirectly modifying cloud feedback and snow-albedo feedback. Over the Northern Hemisphere, the largest effects occur from March to June when seasonal deciduous phenology is modified from satellite-derived values to model simulations, which results in a >3K increase in surface temperature that propagates to 500hPa (~5km height). Phenology-induced changes in canopy evapotranspiration and surface temperature depend on soil moisture availability during the growing season. Surface temperature decreases significantly due to increasing latent heat flux and cloud reflection where soil moisture is abundant, while soil moisture control over evapotranspiration increases and surface temperature remains little-changed or even increases in more arid regions. Characterizing the influence of phenology on biogeophysical processes is critical, as significant impacts are present both at the land surface and in the atmospheric layers above.
摘要 植物物候既影响陆地碳循环,也影响陆地-大气相互作用,因此有可能改变大气中的大尺度环流。然而,模型之间以及模型模拟与植物物候观测之间存在相当大的差异,给未来气候预测增加了很大的不确定性。在此,我们修改了群落地球系统模式中北半球的植物物候,并进行了模拟,以描述植物物候的差异如何影响陆地-大气耦合。植物物候通过直接调节吸收的太阳辐射和蒸散量以及间接调节云反馈和雪-反照率反馈,改变了陆地表面和陆地-大气相互作用。在北半球,最大的影响发生在 3 月至 6 月,此时季节性落叶物候从卫星推导值到模式模拟值都发生了变化,导致地表温度上升大于 3K,并传播到 500hPa(约 5km 高度)。物候引起的冠层蒸散量和地表温度变化取决于生长季节的土壤水分供应情况。在土壤水分充足的地区,由于潜热通量和云反射的增加,地表温度会明显下降;而在较为干旱的地区,土壤水分对蒸散量的控制会增强,地表温度变化不大,甚至会升高。表征物候对生物地球物理过程的影响至关重要,因为它对地表和大气层都有重大影响。
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引用次数: 0
Changes of intense extratropical cyclone deepening mechanisms in a warmer climate in idealized simulations 理想化模拟中气候变暖时强热带气旋加深机制的变化
IF 4.9 2区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-07-01 DOI: 10.1175/jcli-d-23-0605.1
Ting-Chen Chen, Christoph Braun, Aiko Voigt, Joaquim G. Pinto
Abstract To understand how extratropical cyclones (ETCs) may change in a warmer climate, we conduct idealized baroclinic life cycle simulations using the ICON-NWP model with varied initial conditions. With respect to a present-day climate, two experiments are highlighted: a 4K uniform warming and a more realistic late 21st-century warming pattern projected by a CMIP6 model. Different ETC deepening mechanisms, especially by diabatic processes, are quantified via the pressure tendency equation analysis, and the horizontal model resolution dependency is examined by contrasting coarse-grid (80 km) and convection-permitting (2.5 km) simulations. While our simulated ETCs are primarily baroclinically driven, dominated by the horizontal warm-air advection in the air column above the surface low, such an effect only strengthens by 10% in both warming experiments. However, the direct contribution of diabatic heating to surface pressure drop almost doubles, which likely feeds back positively to horizontal warm-air advection. Although their combined response to warming is pronounced, it is largely offset by the strengthened adiabatic cooling (17%) due to enhanced upward motions in warmer and moister ETCs, leading to a marginal ETC deepening at maturity (lowers by ~ 1.5–4 hPa). Nevertheless, the near-surface impacts strongly increase, particularly the local extreme precipitation (up to 56%). The convection-permitting and the coarse-grid simulations show qualitatively consistent ETC responses to global warming. We suggest that the systematically weaker ETCs (with higher central pressure) in 2.5 km compared to 80 km simulations might be primarily caused by model uncertainty in representing the convective-diabatic heating over the warm front near the cyclone core.
摘要 为了解在气候变暖的情况下热带气旋(ETC)可能发生的变化,我们利用 ICON-NWP 模式在不同的初始条件下进行了理想化的气旋生命周期模拟。针对当今气候,重点介绍了两个实验:4K 均匀变暖和 CMIP6 模型预测的更现实的 21 世纪晚期变暖模式。通过压力趋势方程分析,量化了不同的 ETC 深化机制,特别是二重过程,并通过对比粗网格(80 千米)和对流允许(2.5 千米)模拟,研究了水平模型分辨率的依赖性。虽然我们模拟的 ETC 主要由气压驱动,由地表低气压上方气柱中的水平暖空气平流主导,但这种效应在两次升温实验中都只增强了 10%。然而,绝热加热对地表压降的直接贡献几乎增加了一倍,这可能会对水平暖空气平流产生正反馈。虽然它们对变暖的综合响应很明显,但在很大程度上被由于较暖较湿的 ETC 向上运动增强而加强的绝热冷却(17%)所抵消,导致 ETC 在成熟时略有加深(降低约 1.5-4 hPa)。然而,近地面影响强烈增加,特别是局地极端降水(高达 56%)。对流允许模拟和粗网格模拟对全球变暖的 ETC 反应在本质上是一致的。我们认为,与 80 公里模拟相比,2.5 公里模拟的 ETC(中心气压较高)系统性较弱,这可能主要是由于模型在表示气旋核心附近暖锋上的对流绝热加热时存在不确定性。
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引用次数: 0
Atmospheric rivers in East Asia summer as the continuum of extratropical and monsoonal moisture plumes 东亚夏季大气河流是外热带和季风水汽羽流的连续体
IF 4.9 2区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-06-28 DOI: 10.1175/jcli-d-23-0731.1
Chanil Park, Seok-Woo Son
Abstract East Asian atmospheric rivers (ARs) exhibit the most pronounced activity in summer with significant impacts on monsoon rainfall. However, their detailed characteristics from a synoptic perspective are yet to be revealed. In this study, we unravel the inherently complex nature of East Asian summer ARs by applying a multiscale index that quantifies the relative importance of high- (HF) and low-frequency (LF) moisture transports in AR development. It is found that both HF and LF processes contribute to shaping the summertime ARs in East Asia, contrasting to the wintertime ARs dominated by HF processes. Stratification of ARs with the multiscale index reveals that HF-dominant ARs are driven by baroclinically-deepening extratropical cyclones, analogous to the widely-accepted definition of canonical ARs. In contrast, LF-dominant ARs result from enhanced monsoon southwesterly between a quasi-stationary cyclone and anticyclone with the latter being the anomalous expansion of the western North Pacific subtropical high, reminiscent of the classical monsoon rainband. While HF-dominant ARs are transient, LF-dominant ARs are quasi-stationary with a higher potential for prolonged local impacts. The intermediate ARs, constituting a majority of East Asian summer ARs, exhibit synoptic conditions that combine HF- and LF-dominant ARs. Therefore, East Asian summer ARs cannot be explained by a single mechanism but should be considered as a continuum of extratropical cyclone-induced and fluctuating monsoon flow-induced moisture plumes. This finding would serve as a base for the advanced understanding of hydrological impacts, variability, and projected change of East Asian ARs.
摘要 东亚大气河流(ARs)在夏季表现出最明显的活动,对季风降雨有重大影响。然而,从同步角度来看,它们的详细特征尚待揭示。在本研究中,我们采用了一种多尺度指数,量化了高频(HF)和低频(LF)水汽输送在 AR 发展过程中的相对重要性,从而揭示了东亚夏季 AR 的内在复杂性。研究发现,高频和低频过程都有助于形成东亚夏季的大气环流,这与高频过程主导的冬季大气环流形成鲜明对比。用多尺度指数对ARs进行分层显示,高频主导的ARs是由气压加深的外热带气旋驱动的,这与广泛接受的典型ARs定义相似。与此相反,LF 主导的自回归现象是由准静止气旋和反气旋之间增强的季风西南气流造成的,后者是北太平洋西部副热带高压的异常扩张,让人联想到经典的季风雨带。以高频为主的反气旋是短暂的,而以低频为主的反气旋则是准静止的,更有可能对局部地区造成长期影响。构成东亚夏季季候风大部分的中间型季候风表现出结合高频和低频主导型季候风的同步条件。因此,东亚夏季气旋不能用单一机制来解释,而应将其视为外热带气旋诱发和季风气流诱发水汽羽流波动的连续体。这一发现将为进一步了解东亚夏季气旋的水文影响、变异性和预测变化提供基础。
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引用次数: 0
Remote Forcing for Circulation Pattern Favorable to Surface Melt over the Ross Ice Shelf 罗斯冰架上有利于地表融化的环流模式的遥感影响
IF 4.9 2区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-06-27 DOI: 10.1175/jcli-d-23-0120.1
Yingfei Fang, Song Yang, Xiaoming Hu, Shuheng Lin, James A. Screen, Shangfeng Chen
Abstract The Ross Ice Shelf (RIS) experiences surface melt events in summer, which could accelerate ice loss and destabilize the ice sheet in a warming world. This study links the interannual variability of RIS surface melt to the northerly wind anomaly over the Ross Sea sector, which is established in association with the quasi-geostrophic barotropic Rossby wave trains from the tropical Pacific and subtropical Australia toward West Antarctica. Atmospheric general circulation model experiments suggest that these Rossby wave trains are regulated by El Niño-related sea surface temperature (SST) anomalies in the tropical central-eastern Pacific and atmospheric heating anomalies over western Australia. El Niño provides an important forcing of the atmospheric circulation anomalies over the Ross Sea via inducing a Rossby wave train, and most surface melt events over the RIS happen during El Niño years. In addition, the anomalous atmospheric heating over western Australia, which is independent of El Niño, is another important forcing that triggers a Rossby wave train extending from subtropical Australia to Ross Sea. The northerly flow towards the Ross Sea induces strong poleward moisture and heat transport, which further contributes to surface melt over the RIS.
摘要 罗斯冰架(Ross Ice Shelf,RIS)在夏季会出现表面融化现象,在气候变暖的情况下,这可能会加速冰的流失并破坏冰层的稳定。这项研究将罗斯冰架表面融化的年际变化与罗斯海区域的偏北风异常联系起来,而偏北风异常是与从热带太平洋和亚热带澳大利亚向南极洲西部的准地转偏压罗斯比波列联系在一起的。大气环流模式实验表明,这些罗斯比波列受热带中东太平洋与厄尔尼诺有关的海面温度(SST)异常和澳大利亚西部大气加热异常的调节。厄尔尼诺现象通过诱导罗斯海上空的罗斯比波列,为罗斯海上空的大气环流异常提供了重要的动力,而罗斯海上空的大部分地表融化事件都发生在厄尔尼诺年份。此外,与厄尔尼诺现象无关的澳大利亚西部大气异常增温也是引发从澳大利亚亚热带延伸到罗斯海的罗斯比波列的另一个重要因素。流向罗斯海的偏北气流诱发了强烈的极向水汽和热量输送,进一步促进了 RIS 上的地表融化。
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引用次数: 0
Using the observed variations of the start date of the rainy season over Central America for its reliable seasonal outlook 利用观测到的中美洲雨季开始日期的变化进行可靠的季节展望
IF 4.9 2区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-06-26 DOI: 10.1175/jcli-d-23-0699.1
Joanna Rodgers, Vasubandhu Misra, C. B. Jayasankar
Abstract We introduce a simple method to define the start and the end of the rainiest part of the year as the first and the last day of the year when the daily rain rate is more or less than the annual mean climatological rain rate for a region or at a given grid point of the rainfall analysis, respectively. A novelty of this work is the adoption of a perturbation technique to generate a total of 1001 ensemble members to account for observational and analysis uncertainties. This allows for a probabilistic estimate of the start and retreat dates of the rainy season at the granularity of the Integrated Multi-Satellite Retrievals for Global Precipitation Mission version 6 (IMERG) rainfall analysis over Central America. The seasonal cycle of the IMERG rainfall analysis is also found to verify with in situ observations in the region. Many large scale climate drivers affect regional rainfall, often with complex interactions that affect the onset date, retreat date, and magnitude of the seasonal rainfall cycle, making it difficult to predict the length or total quantity of seasonal rainfall using climate drivers alone. Once an onset date is established, however, this metric alone can be more indicative of both the length and total seasonal rainfall anomaly than predicting how the climate drivers will interact to affect the quantity and duration of upcoming seasonal rainfall. The local relationships of the start date with seasonal length and rainfall anomaly are leveraged to produce effective seasonal outlooks of the rainy season for the region by just monitoring the start date variations.
摘要 我们介绍了一种简单的方法,将一年中雨量最多的时段的开始和结束分别定义为某地区或降雨分析给定网格点的日降雨量大于或小于气候学年平均降雨量的第一天和最后一天。这项工作的一个新颖之处是采用了扰动技术,生成总共 1001 个集合成员,以考虑观测和分析的不确定性。这样就可以在中美洲全球降水任务多卫星综合检索第六版(IMERG)降雨分析的粒度上对雨季的开始和结束日期进行概率估计。IMERG 降水分析的季节周期也与该地区的实地观测结果相吻合。影响区域降雨的大尺度气候驱动因素很多,通常会产生复杂的相互作用,影响季节性降雨周期的开始日期、消退日期和降雨量,因此很难仅凭气候驱动因素预测季节性降雨的长度或总量。然而,一旦确定了起始日期,仅凭这一指标就能更好地反映季节性降雨异常的长度和总量,而不是预测气候驱动因素将如何相互作用以影响即将到来的季节性降雨的数量和持续时间。利用开始日期与季节长度和降雨异常的局部关系,只需监测开始日期的变化,就能对该地区的雨季做出有效的季节性展望。
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引用次数: 0
The attribution of February extremes over North America: A forecast-based storyline study 北美二月极端天气的归因:基于预测的故事情节研究
IF 4.9 2区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-06-26 DOI: 10.1175/jcli-d-24-0074.1
Donghyun Lee, Sarah Sparrow, Nicholas Leach, Scott Osprey, Jinah Lee, Myles Allen
Abstract The importance of extreme event attribution rises as climate change causes severe damage to populations resulting from unprecedented events. In February 2019, a planetary wave shifted along the U.S.-Canadian border, simultaneously leading to troughing with anomalous cold events and ridging over Alaska and northern Canada with abnormal warm events. Also, a dry-stabilized anticyclonic circulation over low latitudes induced warm extreme events over Mexico and U.S. Florida. Most attribution studies compare the climate model simulations under natural or actual forcing conditions and assess probabilistically from a climatological point of view. However, in this study, we use multiple ensembles from an operational forecast model, promising statistical as well as dynamically constrained attribution assessment, often referred to as the storyline approach to extreme event attribution. In the globally averaged results, increasing CO2 concentrations lead to distinct warming signals at the surface, resulting mainly from diabatic heating. Our study finds that CO2-induced warming eventually affects the possibility of extreme events in North America, quantifying the impact of anthropogenic forcing over less than a week’s forecast simulation. Our study assesses the validity of the storyline approach conditional on the forecast lead times, which is hindered by rising noise in CO2 signals and the declining performance of the forecast model. The forecast-based storyline approach is valid for at least half of the land area within a six-day lead time before the target extreme occurrence. Our attribution results highlight the importance of achieving net-zero emissions ahead of schedule to reduce the occurrence of severe heatwaves.
摘要 随着气候变化导致前所未有的事件对人口造成严重损害,极端事件归因的重要性也随之上升。2019 年 2 月,行星波沿美加边境移动,同时导致低谷和异常寒冷事件,以及阿拉斯加和加拿大北部的脊状异常温暖事件。此外,低纬度地区干燥稳定的反气旋环流也在墨西哥和美国佛罗里达州诱发了暖极端事件。大多数归因研究都是比较自然或实际强迫条件下的气候模式模拟,并从气候学角度进行概率评估。然而,在本研究中,我们使用了运行预报模式的多个集合,有望进行统计和动态约束的归因评估,这通常被称为极端事件归因的故事情节方法。在全球平均结果中,二氧化碳浓度的增加会导致地表出现明显的变暖信号,这主要是由绝热加热造成的。我们的研究发现,二氧化碳引起的变暖最终会影响北美洲发生极端事件的可能性,在不到一周的预测模拟中量化了人为强迫的影响。我们的研究评估了以预测前置时间为条件的故事情节方法的有效性,二氧化碳信号的噪声上升和预测模型性能的下降阻碍了故事情节方法的有效性。在目标极端事件发生前的六天准备时间内,基于预测的故事情节方法至少对一半的陆地面积有效。我们的归因结果凸显了提前实现净零排放对减少严重热浪发生的重要性。
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引用次数: 0
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Journal of Climate
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