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Novel perspectives on multiple-peak diurnal convection over a tropical mountainous island from idealized large-eddy simulations 从理想大涡模拟对热带山地岛屿多峰日对流的新观点
IF 8.5 1区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-12-26 DOI: 10.1038/s41612-024-00884-y
Yu-Hsiu Wang, Wei-Ting Chen, Chien-Ming Wu
Two robust peaks in the diurnal evolution of orographically-locked precipitation are simulated in large-eddy simulations with an idealized ocean-plain-mountain topography. The ensemble experiment design is guided by sounding statistics from summertime afternoon thunderstorms in Taiwan to obtain realistic variability of free-tropospheric moisture associated with the intensity of the summertime subtropical high. The convection in the first peak is directly modulated by convective available potential energy, while the convection in the second peak is associated with low-level moist static energy (MSE) transport by the island-scale (40-km) local circulation, producing more extreme rainfall. When the initial free troposphere is drier, the convection in the second peak is strengthened. Both the environmental adjustments by the first peak and local circulation development contribute to the sensitivity of the second peak to free-tropospheric moisture. This work highlights the critical roles of convection-environment interaction and upstream MSE supply in enhancing extreme diurnal precipitation over complex topography.
在理想的海洋-平原-山地地形的大涡模拟中,模拟了地形锁定降水日演化的两个强峰。本实验以台湾夏季午后雷暴的探空数据为指导,拟合出与夏季副热带高压强度相关的对流层自由水汽的真实变率。第一个高峰的对流直接受到对流有效势能的调制,而第二个高峰的对流则与岛尺度(40 km)局地环流的低层湿静态能(MSE)输送有关,产生更极端的降雨。当初始自由对流层较干燥时,第二峰的对流增强。第一个峰值的环境调整和局地环流的发展都有助于第二个峰值对自由对流层湿度的敏感性。这项工作强调了对流-环境相互作用和上游MSE供应在复杂地形上增强极端日降水中的关键作用。
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引用次数: 0
Mechanism underlying the correlation between the warming-wetting of the Qinghai-Tibet Plateau and atmospheric energy changes in high-impact oceanic areas 青藏高原暖湿化与高影响海域大气能量变化相关机制
IF 8.5 1区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-12-26 DOI: 10.1038/s41612-024-00849-1
Na Dong, Xiangde Xu, Renhe Zhang, Chan Sun, Wenyue Cai, Runze Zhao
The powerful thermal driving force of the Qinghai-Tibet Plateau (QTP) exerts a significant influence on weather, climate, and environmental processes in Asia and across the globe. This paper investigates the causes of climate change on the QTP from the perspective of global atmospheric energy transport and water cycle. During summer, a “hollow energy pool” has been discovered in the troposphere, with its energy center located above the QTP, the “Asian water tower”. Our study indicates that the QTP serves as a critical “window” for the global transport of water vapor and energy. Since 1991, the total atmospheric energy (TAE) and precipitation in the warming-wetting region of the QTP (central and northern plateau) have exhibited interdecadal growth. Furthermore, the TAE of the plateau is closely linked to the TAE and water vapor of oceans at mid-low latitudes, and even in the southern hemisphere, the increased precipitation in the warming-wetting region of the plateau has been mainly regulated by the atmospheric energy and water vapor transport structures over the equatorial western Pacific, southwestern Pacific, and southern Indian Ocean, we further reveal the energy transport channel from the warming oceanic areas of the southern and northern hemispheres to the QTP. This study deepens the novel understanding of atmospheric energy accompanying water vapor transport in the southern and northern hemispheres, which is of significant importance for understanding the responses of energy and water cycle in the warming-wetting of the QTP and global climate change.
青藏高原强大的热驱动力对亚洲乃至全球的天气、气候和环境过程具有重要影响。本文从全球大气能量输送和水循环的角度探讨了气候变化对青藏高原的影响。夏季,在对流层中发现了一个“空心能量池”,其能量中心位于“亚洲水塔”QTP上方。我们的研究表明,QTP是全球水汽和能量输送的关键“窗口”。1991年以来,青藏高原暖湿区大气总能(TAE)和降水呈年代际增长趋势。此外,高原TAE与中低纬度海洋TAE和水汽密切相关,即使在南半球,高原暖湿区降水的增加也主要受赤道西太平洋、西南太平洋和南印度洋的大气能量和水汽输送结构的调节。我们进一步揭示了从南半球和北半球变暖海域到青藏高原的能量输送通道。该研究深化了对南北半球大气能量伴随水汽输送的新认识,对理解青藏高原暖湿过程中能量和水循环的响应以及全球气候变化具有重要意义。
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引用次数: 0
Unraveling the roles of jet streams on the unprecedented hot July in Western Europe in 2022 2022年,西欧出现了前所未有的7月高温,揭示了急流的作用
IF 8.5 1区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-12-24 DOI: 10.1038/s41612-024-00880-2
Xinhui Li, Jiayu Zheng, Chunzai Wang, Xiayan Lin, Zhixiong Yao
Western Europe experienced an unprecedentedly hot July in 2022, which significantly impacted ecosystems and society. Our observational and numerical modeling study reveals that this event was influenced by anomalous North Atlantic and Eurasian jet streams. The northeastward shift of the North Atlantic jet stream, driven by sea surface temperature gradients, and the curving of the Eurasian jet stream, affected by rainfall anomalies in Pakistan, enhanced atmospheric subsidence over western Europe. This research highlights the crucial role of the synergistic behavior of the North Atlantic and Eurasian jet streams in driving extreme heat over Western Europe. Furthermore, CMIP6 climate model projections suggest that under the SSP585 scenario, similar jet stream configurations could lead to even more intense extreme temperatures (~7.02 ± 0.61 °C) compared to the current climatological mean.
2022年7月,西欧经历了前所未有的炎热天气,对生态系统和社会造成了重大影响。我们的观测和数值模拟研究表明,这次事件受到北大西洋和欧亚大陆异常急流的影响。受海面温度梯度驱动的北大西洋急流的东北移,以及受巴基斯坦降水异常影响的欧亚急流的弯曲,增强了西欧上空的大气沉降。这项研究强调了北大西洋和欧亚急流的协同行为在驱动西欧极端高温中的关键作用。此外,CMIP6气候模式预估表明,在SSP585情景下,类似的急流配置可能导致比当前气候平均值更强烈的极端温度(~7.02±0.61°C)。
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引用次数: 0
Seasonal phase change of the North Atlantic Tripole Sea surface temperature predicted by air-sea coupling 海气耦合预测北大西洋三极海表面温度的季节相变
IF 8.5 1区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-12-24 DOI: 10.1038/s41612-024-00882-0
Haipeng Yu, Shanling Cheng, Jianping Huang, Zeyong Hu, Haojie Wu, Xin Wang
The North Atlantic Tripole sea surface temperature anomaly (NAT SSTA) is critical for predicting climate in Eurasia. Predictions for summer climate anomalies currently assume the NAT SSTA phase persists from boreal winter through summer. When NAT phase switches, predictions become unreliable. However, the NAT phase sustained/reversal mechanism from boreal winter to spring remains unclear. This study demonstrates that the evolution of the NAT phase could be driven by the North Atlantic Oscillation (NAO). When NAO phase persists (switches) during preceding boreal winter, the NAO-driven wind anomalies favor maintenance (transition) of NAT phase by causing sea surface heat flux anomalies. Meanwhile, NAT SSTA causes eddy-mean flow interaction by increasing atmospheric baroclinity, thereby generating positive feedback on the former NAO phase. The NAO phase change is leading 1–3 months for the NAT phase. These findings deepen our understanding of the interaction between NAO and NAT and provide implications for seasonal prediction in Eurasia.
北大西洋三极海温异常(NAT SSTA)对预测欧亚大陆气候具有重要意义。目前对夏季气候异常的预测假设南纬海温期从北方冬季持续到夏季。当NAT阶段切换时,预测变得不可靠。然而,从北方冬季到春季的NAT阶段持续/反转机制尚不清楚。研究结果表明,北大西洋涛动(NAO)可能驱动了新低潮期的演变。当北纬冬季前期NAO相持续(转换)时,NAO驱动的风异常通过引起海面热通量异常有利于NAO相的维持(转换)。同时,NAT SSTA通过增加大气斜压性引起涡-平均流相互作用,从而对前NAO相产生正反馈。NAO阶段的变化导致了NAT阶段的1-3个月。这些发现加深了我们对NAO和NAT之间相互作用的理解,并为欧亚大陆的季节预测提供了启示。
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引用次数: 0
Advancing symbolic regression for earth science with a focus on evapotranspiration modeling 以蒸散发模型为重点,推进地球科学的符号回归
IF 8.5 1区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-12-24 DOI: 10.1038/s41612-024-00861-5
Qingliang Li, Cheng Zhang, Zhongwang Wei, Xiaochun Jin, Wei Shangguan, Hua Yuan, Jinlong Zhu, Lu Li, Pingping Liu, Xiao Chen, Yuguang Yan, Yongjiu Dai
Artificial Intelligence (AI) assumes a pivotal role in Earth science, leveraging deep learning’s predictive capabilities. Despite its prevalence, the impact of AI on scientific discovery remains uncertain. In Earth sciences, the emphasis extends beyond mere accuracy, striving for groundbreaking discoveries with distinct physical properties essential for driving advancements through thorough analysis. Here, we introduce a novel knowledge-guided deep symbolic regression model (KG-DSR) incorporating prior knowledge of physical process interactions into the network. Using KG-DSR, we successfully derived the Penman-Monteith (PM) equation and generated a novel surface resistance parameterization. This new parameterization, grounded in fundamental cognitive principles, surpasses the conventional theory currently accepted in surface resistance parameterization. Importantly, the explicit physical processes generated by AI can generalize to future climate scenarios beyond the training data. Our results emphasize the role of AI in unraveling process intricacies and ushering in a new paradigm in tasks related to “AI for Land Surface Modeling.”
人工智能(AI)利用深度学习的预测能力,在地球科学中发挥着关键作用。尽管人工智能很普遍,但它对科学发现的影响仍然不确定。在地球科学中,强调的不仅仅是准确性,而是力求具有独特物理性质的突破性发现,这对于通过彻底分析推动进步至关重要。在这里,我们引入了一种新的知识引导的深度符号回归模型(KG-DSR),该模型将物理过程相互作用的先验知识纳入网络。利用KG-DSR,我们成功地推导了Penman-Monteith (PM)方程,并生成了一种新的表面电阻参数化方法。这种新的参数化基于基本的认知原理,超越了目前在表面阻力参数化中所接受的传统理论。重要的是,人工智能生成的明确物理过程可以推广到训练数据之外的未来气候情景。我们的研究结果强调了人工智能在解开复杂过程中的作用,并在与“陆地表面建模的人工智能”相关的任务中引入了新的范式。
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引用次数: 0
When is a trend meaningful? Insights to carbon cycle variability from an initial-condition large ensemble 什么时候趋势是有意义的?从初始条件大集合对碳循环变异性的认识
IF 8.5 1区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-12-21 DOI: 10.1038/s41612-024-00878-w
Gordon B. Bonan, Clara Deser, William R. Wieder, Danica L. Lombardozzi, Flavio Lehner
Internal climate variability (ICV) creates a range of climate trajectories, which are superimposed upon the forced response. A single climate model realization may not represent forced change alone and may diverge from other realizations, as well as observations, due to ICV. We use an initial-condition large ensemble of simulations with the Community Earth System Model (CESM2) to show that ICV produces a range of outcomes in the terrestrial carbon cycle. Trends in gross primary production (GPP) from 1991 to 2020 differ among ensemble members due to the different climate trajectories resulting from ICV. We quantify how ICV imparts on GPP trends and apply our methodology to the observational record. Observed changes in GPP at two long-running eddy covariance flux towers are consistent with ICV, challenging the understanding of forced changes in the carbon cycle at these locations. A probabilistic framework that accounts for ICV is needed to interpret carbon cycle trends.
内部气候变率(ICV)产生一系列叠加在强迫响应上的气候轨迹。由于ICV,单一气候模式的实现可能不能单独代表强迫变化,并且可能与其他实现以及观测结果产生分歧。我们利用群落地球系统模型(CESM2)的初始条件大集合模拟表明,ICV在陆地碳循环中产生了一系列结果。由于ICV导致的气候轨迹不同,1991 - 2020年的初级生产总值(GPP)的变化趋势在整体成员之间存在差异。我们量化了ICV对GPP趋势的影响,并将我们的方法应用于观测记录。在两个长期运行的涡动相关通量塔观测到的GPP变化与ICV一致,这对这些地点碳循环强迫变化的理解提出了挑战。解释碳循环趋势需要一个考虑ICV的概率框架。
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引用次数: 0
Robust increase in South Asian monsoon rainfall under warming driven by extratropical clouds and ocean 在温带云和海洋的驱动下,南亚季风降雨强劲增加
IF 8.5 1区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-12-21 DOI: 10.1038/s41612-024-00843-7
Yong-Jhih Chen, Yen-Ting Hwang, Jian Lu
The responses of South Asian Monsoon (SAM) circulation under global warming are known to be highly uncertain, leading to the widespread of SAM rainfall projections among models. Here, we show that the uncertain SAM circulation in Coupled Model Intercomparison Project Phase 6 models consists of two robust components that partly offset each other: a weakening component linked to a global thermodynamic constraint and a northward shift component understood through a regional 2D energetic perspective. We further attribute the robust northward shift of SAM circulation to positive cloud feedback over the Eurasia Continent and heat uptake in the Southern Ocean. A set of climate model simulations supports the finding that SAM rainfall increase is primarily due to the northward shift of circulation driven by extratropical processes. This energetic perspective opens new avenues for predicting monsoon rainfall by connecting circulation changes to radiative forcing, feedbacks, and ocean heat uptake.
南亚季风环流在全球变暖背景下的响应具有高度的不确定性,这导致了南亚季风降水预估在模式中的广泛应用。本文表明,耦合模式比对项目第6阶段模式中的不确定SAM环流由两个相互抵消的强大分量组成:一个与全球热力学约束相关的减弱分量和一个通过区域二维能量视角理解的向北移动分量。我们进一步将SAM环流的强劲北移归因于欧亚大陆上空的正云反馈和南大洋的热吸收。一组气候模式模拟结果支持了SAM降水增加的主要原因是温带过程驱动的环流向北移动。这种能量视角通过将环流变化与辐射强迫、反馈和海洋热吸收联系起来,为预测季风降雨开辟了新的途径。
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引用次数: 0
Emerging influence of the Australian Monsoon on Indian Ocean interannual variability in a warming climate 气候变暖中澳大利亚季风对印度洋年际变化的新影响
IF 8.5 1区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-12-21 DOI: 10.1038/s41612-024-00879-9
Mengyan Chen, Matthew Collins, Jin-Yi Yu, Xin Wang, Lei Zhang, Chi-Yung Tam
The Indian Ocean Dipole (IOD) and Tripole (IOT) represent primary modes of interannual variability in the Indian Ocean, impacting both regional and global climate. Unlike the IOD, which is closely related to the El Niño-Southern Oscillation (ENSO), our findings unveil a substantial influence of the Australian Monsoon on the IOT. An anomalously strong Monsoon induces local sea surface temperature (SST) variations via the wind-evaporation-SST mechanism, triggering atmospheric circulation anomalies in the eastern Indian Ocean. These circulation changes lead to changes in oceanic heat transport, facilitating the formation of the IOT. Our analysis reveals a strengthening connection between the Australian Monsoon and the IOT in recent decades, with a projected further strengthening under global warming. This contrasts with the diminished coupling between ENSO and IOD in recent decades from observations and model projections, illustrating evolving Indian Ocean dynamics under the warming climate.
印度洋偶极子(IOD)和三极子(IOT)是影响区域和全球气候的印度洋年际变化的主要模式。与与El Niño-Southern涛动(ENSO)密切相关的IOD不同,我们的研究结果揭示了澳大利亚季风对IOT的实质性影响。异常强季风通过风-蒸发-海温机制诱发局地海温变化,引发东印度洋大气环流异常。这些环流的变化导致海洋热输运的变化,促进了物联网的形成。我们的分析表明,近几十年来,澳大利亚季风与物联网之间的联系正在加强,预计在全球变暖的情况下,这种联系将进一步加强。这与近几十年来观测和模式预估的ENSO和IOD之间耦合减弱形成对比,说明了气候变暖下印度洋动力学的演变。
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引用次数: 0
Human driven climate change increased the likelihood of the 2023 record area burned in Canada 人类造成的气候变化增加了加拿大2023年创纪录面积被烧毁的可能性
IF 8.5 1区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-12-20 DOI: 10.1038/s41612-024-00841-9
Megan C. Kirchmeier-Young, Elizaveta Malinina, Quinn E. Barber, Karen Garcia Perdomo, Salvatore R. Curasi, Yongxiao Liang, Piyush Jain, Nathan P. Gillett, Marc-André Parisien, Alex J. Cannon, Aranildo R. Lima, Vivek K. Arora, Yan Boulanger, Joe R. Melton, Laura Van Vliet, Xuebin Zhang
In 2023, wildfires burned 15 million hectares in Canada, more than doubling the previous record. These wildfires caused a record number of evacuations, unprecedented air quality impacts across Canada and the northeastern United States, and substantial strain on fire management resources. Using climate models, we show that human-induced climate change significantly increased the likelihood of area burned at least as large as in 2023 across most of Canada, with more than two-fold increases in the east and southwest. The long fire season was more than five times as likely and the large areas across Canada experiencing synchronous extreme fire weather were also much more likely due to human influence on the climate. Simulated emissions from the 2023 wildfire season were eight times their 1985-2022 mean. With continued warming, the likelihood of extreme fire seasons is projected to increase further in the future, driving additional impacts on health, society, and ecosystems.
2023 年,加拿大的野火烧毁了 1,500 万公顷土地,比之前的记录翻了一番还多。这些野火造成了创纪录数量的人员疏散,对加拿大和美国东北部的空气质量造成了前所未有的影响,并对火灾管理资源造成了巨大压力。我们利用气候模型显示,人为气候变化显著增加了加拿大大部分地区至少与 2023 年一样大的燃烧面积的可能性,东部和西南部的燃烧面积增加了两倍多。由于人类对气候的影响,长火灾季节的可能性增加了五倍多,加拿大大面积出现同步极端火灾天气的可能性也大大增加。2023 年野火季节的模拟排放量是 1985-2022 年平均值的八倍。随着气候持续变暖,预计未来发生极端火灾季节的可能性将进一步增加,从而对健康、社会和生态系统造成更多影响。
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引用次数: 0
Freeze-thaw process boosts penguin-derived NH3 emissions and enhances climate-relevant particles formation in Antarctica 冻融过程增加了南极企鹅产生的 NH3 排放量,并促进了气候相关颗粒的形成
IF 8.5 1区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-12-20 DOI: 10.1038/s41612-024-00873-1
Rong Tian, Jinpei Yan, Fangqun Yu, Hang Yang, Shanshan Wang, Shuhui Zhao, Miming Zhang, Xiaoke Zhang, Siying Dai
Ammonia volatilized from penguin excreta is a significant nitrogen source in Antarctic ecosystems, influencing climate through new particle formation (NPF). Freeze-thaw events can trigger ammonia emissions, but their impact on penguin-derived ammonia is understudied and overlooked in models. Here we investigate the contribution of penguins to ammonia and their climatic impacts using cruise observations and GEOS-Chem-APM simulations. High ammonia concentrations, with a maximum exceeding 7000 ng/m3, were observed over the Southern Ocean and Prydz Bay, driven by air masses from penguin colonies. Simulations showed that incorporating freeze-thaw impact improves model performance, with penguin-derived ammonia emissions enhanced by up to 20-fold and reaching a total of 49 Gg across Antarctica in November. Elevated ammonia increased simulated secondary particle number concentrations by 30−300% through NPF, enhancing simulated cloud droplet number concentrations by 10−20% and altering cloud properties. This study underscores the importance of incorporating penguin emissions into models, particularly during freeze-thaw events.
企鹅排泄物中挥发的氨是南极生态系统中重要的氮源,通过新粒子形成(NPF)影响气候。冻融事件可以触发氨排放,但它们对企鹅产生的氨的影响在模型中没有得到充分的研究和忽视。本文利用巡航观测和GEOS-Chem-APM模拟研究了企鹅对氨的贡献及其对气候的影响。在南大洋和Prydz湾观测到高氨浓度,最大值超过7000 ng/m3,这是由企鹅聚居区的气团驱动的。模拟表明,将冻融影响考虑在内可以提高模型的性能,企鹅产生的氨排放量增加了20倍,11月份整个南极洲的氨排放量达到了49gg。升高的氨通过NPF使模拟二次粒子数浓度增加30 ~ 300%,使模拟云滴数浓度增加10 ~ 20%,并改变云的性质。这项研究强调了将企鹅排放纳入模型的重要性,特别是在冻融事件期间。
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引用次数: 0
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npj Climate and Atmospheric Science
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