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The Reflectance Distribution of Shallow Cumulus and Its Environs From High Spatial Resolution ASTER Images 基于高空间分辨率ASTER图像的浅积云及其周围的反射率分布
IF 3.4 2区 地球科学 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2026-01-29 DOI: 10.1029/2025JD045060
Mengqi Liu, Ákos Horváth, Stefan A. Buehler, Xiangao Xia, Mirjana Sakradzija

We investigate the 1D reflectance distribution of shallow cumulus as a function of cloud size, using high-spatial-resolution observations from the Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER). Reflectance transects through clouds are compared between Inner Mongolia and Tropical Ocean. The reflectance shows varying degrees of shadowing–illumination effects, depending on transect direction. Perpendicular to the solar azimuth (cross-sun direction), where shadowing–illumination effects are minimal, the reflectance follows a symmetric, bell-shaped decrease from the cloud center to the cloud edge and into the transition zone or radiative halo. The peak reflectance is located slightly off-center for larger clouds, which can be explained by the competition between radiative smoothing and sharpening. Reflectance steadily increases with cloud size in both regions; however, Inner Mongolia clouds are significantly brighter and have larger cloud top height variations for the same chord length (cloud diameter). The size and height of continental clouds also systematically increase with surface temperature, indicating more vigorous convection over warm, dry land characterized by high Bowen ratio. In the halo region, reflectance increases by 20%–25% above its clear-sky value within one chord length of the cloud edge, the brightness enhancement showing little variation with cloud size. The chord-length normalized size of the halo steadily decreases with cloud size, as the absolute halo size does not scale linearly with cloud size. This observation, consistent with large-eddy simulations of the moist buffer around shallow cumulus, suggests that the processes responsible for halo formation have size-independent length scales.

利用先进星载热发射和反射辐射计(ASTER)的高空间分辨率观测数据,研究了浅积云的一维反射分布与云大小的关系。比较了内蒙古和热带海洋在云层中的反射率。反射率随横截面方向的不同,呈现不同程度的阴影照明效应。在垂直于太阳方位(交叉太阳方向)的地方,阴影照明效果最小,反射率遵循从云中心到云边缘并进入过渡区或辐射晕的对称钟形递减。对于较大的云,峰值反射率略微偏离中心,这可以用辐射平滑和锐化之间的竞争来解释。在这两个区域,反射率随云的大小而稳定增加;然而,在相同的弦长(云直径)下,内蒙古云明显更亮,云顶高度变化更大。大陆云的大小和高度也随着地表温度的增加而系统地增加,表明在以高伯温比为特征的温暖、干燥的陆地上对流更加强烈。在晕区,在云边缘1弦长范围内,反射率比晴空值增加20% ~ 25%,亮度增强随云大小变化不大。光晕的弦长归一化大小随云的大小而稳定地减小,因为绝对光晕大小不随云的大小线性缩放。这一观测结果与浅积云周围潮湿缓冲层的大涡模拟结果一致,表明导致晕形成的过程具有与大小无关的长度尺度。
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引用次数: 0
The Modulating Role of Western North Pacific Tropical Cyclones in La Niña-Positive IOD Coupling 西北太平洋热带气旋对La Niña-Positive IOD耦合的调节作用
IF 3.4 2区 地球科学 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2026-01-29 DOI: 10.1029/2025JD044746
Bo Tong, Wen Zhou, Xin Wang

Climate change exacerbates hydroclimatic extremes, yet predicting risks for vulnerable Indo-Pacific populations remains limited by overlooked storm-climate linkages. The Indian Ocean dipole (IOD) and El Niño-Southern Oscillation (ENSO) govern regional droughts, floods, and heat waves. While IOD and ENSO typically synchronize (e.g., positive IOD with El Niño), several positive IODs (pIODs) occur independently or even cooccur with La Niña—events that defy conventional modes and trigger mismatches in forecasts. Current theories predominantly attribute this phase mismatch phenomenon to internal forcing within the Indian Ocean, lacking robust identification of external forcing mechanisms—a critical gap that undermines the reliability of predictive frameworks. Here, we show that active western North Pacific (WNP) tropical cyclones (TCs) induce maritime continent subsidence, triggering anomalous easterly winds and sea surface cooling in the eastern tropical Indian Ocean, thus generating independent pIODs. Our findings identify a critical external forcing mechanism for the ENSO-IOD phase discrepancy, filling a pivotal knowledge gap in current theoretical frameworks. By quantifying TCs' role as synoptic-scale triggers of interannual extremes, we provide a basis for disaster agencies to integrate real-time TC activity into early warning systems.

气候变化加剧了极端水文气候,但对印度-太平洋地区脆弱人口的风险预测仍然受到忽视的风暴-气候联系的限制。印度洋偶极子(IOD)和厄尔尼诺Niño-Southern涛动(ENSO)控制着区域干旱、洪水和热浪。虽然IOD和ENSO通常是同步的(例如,与El Niño正IOD),但几个正IOD (piod)独立发生,甚至与La Niña-events共同发生,这违背了常规模式,并引发预测不匹配。目前的理论主要将这种相位不匹配现象归因于印度洋内部的强迫,缺乏对外部强迫机制的有力识别——这是一个严重的缺陷,破坏了预测框架的可靠性。本研究表明,活跃的西北太平洋(WNP)热带气旋(tc)引起海洋大陆沉降,引发热带印度洋东部的异常东风和海面冷却,从而产生独立的piod。我们的发现确定了ENSO-IOD相位差异的关键外部强迫机制,填补了当前理论框架中的关键知识空白。通过量化TC作为年际极端事件天气尺度触发因素的作用,我们为灾害机构将实时TC活动整合到早期预警系统提供了基础。
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引用次数: 0
Mechanisms Controlling Dust Aerosol Collection by Isolated Obstacles Near the Ground 控制近地孤立障碍物收集粉尘气溶胶的机制
IF 3.4 2区 地球科学 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2026-01-29 DOI: 10.1029/2025JD045114
Kang Gong, Jie Zhang, Qi Chen, Xiangyu Xi, Xuan Cheng, Ning Huang, Zhongwei Huang

The collection of dust aerosols (0.1–10 μ ${upmu }$m) by near-surface obstacles is one of the important processes in atmospheric aerosol dry deposition. However, existing understanding of this process remains limited. For example, most current deposition models assume complete deposition or describe the collection process through empirical models, making it difficult to accurately predict the concentration distribution of dust particles within the near-surface collection layer. In this study, the effects of turbulence around obstacles are considered to improve an existing numerical model for simulating aerosol particle deposition in rough surface environments. The modified numerical model is validated through wind tunnel experiments. Subsequently, the particle collection process on an isolated cylindrical obstacle placed on the ground is investigated using numerical simulations. The effects of different wind conditions, particle properties, and obstacle sizes on the collection process are analyzed. Finally, a fitted relationship between the Stokes number and collection efficiency is proposed. The results show that inertial impaction and interception jointly dominate particle deposition on the windward side of the isolated obstacle, while turbulence-induced impaction governs deposition on the leeward side. Therefore, parameters that affect particle inertia and the turbulent flow around the obstacle have a more significant impact on the particle deposition process. The simulation results agree well with existing experimental data and exhibit lower data dispersion, demonstrating that the numerical model developed in this study can effectively describe the collection of particles by near-surface obstacles. This provides a solid basis for improving atmospheric particle deposition models.

近地表障碍物对粉尘气溶胶(0.1 ~ 10 μ ${upmu}$ m)的收集是大气气溶胶干沉降的重要过程之一。然而,对这一过程的现有理解仍然有限。例如,目前的沉积模型大多假设完全沉积或通过经验模型描述收集过程,难以准确预测近地表收集层内粉尘颗粒的浓度分布。在这项研究中,考虑了障碍物周围湍流的影响,以改进现有的模拟粗糙表面环境中气溶胶颗粒沉积的数值模型。通过风洞试验对修正后的数值模型进行了验证。随后,采用数值模拟方法研究了放置在地面上的孤立圆柱形障碍物上的颗粒收集过程。分析了不同风况、颗粒性质和障碍物大小对收集过程的影响。最后,给出了Stokes数与收集效率之间的拟合关系。结果表明,惯性冲击和拦截共同主导着孤立障碍物迎风侧的颗粒沉积,而湍流冲击主导着背风侧的颗粒沉积。因此,影响颗粒惯性和障碍物周围湍流的参数对颗粒沉积过程的影响更为显著。模拟结果与已有实验数据吻合较好,且数据色散较小,表明本文建立的数值模型能够有效描述近表面障碍物对颗粒的聚集。这为改进大气颗粒沉降模型提供了坚实的基础。
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引用次数: 0
Impacts of Transport Uncertainty on CO2 Over North America: Insights From Assessments of Two Global Models With Aircraft and Tower Measurements 运输不确定性对北美上空CO2的影响:基于飞机和塔台测量的两种全球模式评估的见解
IF 3.4 2区 地球科学 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2026-01-29 DOI: 10.1029/2025JD044053
Li Zhang, Kenneth J. Davis, Andrew E. Schuh, Andrew R. Jacobson

Accurate representation of CO2 transport is important for reliable flux inversions with global inversion systems. Previous studies have revealed systematic discrepancies between two widely used global transport models, GEOS-Chem and TM5, in simulated CO2 distributions at mid-latitudes. However, the causes of these discrepancies and potential transport biases in the models remain unclear without constraints of intensive measurements. Here, we drive GEOS-Chem and TM5 with identical surface CO2 fluxes and perform simulations with and without parameterized convection. By comparing the simulated spatial-temporal distributions of [CO2] to intensive aircraft and tower measurements collected by the Atmospheric Carbon Transport (ACT)-America project and NOAA's airborne profiling and tower networks across four seasons, we identify potential transport biases in both models over North America. Model discrepancies in vertical transport produce seasonal-mean planetary boundary layer (PBL)–free-troposphere [CO2] differences of up to ∼4 ppm and PBL height differences of ∼100–400 m. In summer, GEOS-Chem underestimates transport through moist convection but overestimates PBL mixing depth, whereas TM5 exhibits more realistic total vertical mixing (moist convection and PBL depth). In spring and winter, TM5 underestimates PBL mixing while potentially overestimating mixing through moist convection, whereas GEOS-Chem more accurately represents vertical mixing. These transport biases are likely to contribute to discrepancies in the meridional gradient of zonal-mean [CO2] and propagate into differences in posterior flux estimates from the OCO-2 Model Intercomparison Project inversions using the two transport models over North America. Expanded vertically resolved [CO2] measurements beyond North America can further advance the current understanding of transport uncertainties at larger spatial scales.

CO2输运的准确表示对于用全球反演系统进行可靠的通量反演非常重要。先前的研究表明,在模拟中纬度地区二氧化碳分布时,两种广泛使用的全球输送模式GEOS-Chem和TM5之间存在系统性差异。然而,在没有密集测量约束的情况下,模型中这些差异和潜在输运偏差的原因仍然不清楚。在这里,我们用相同的表面CO2通量驱动GEOS-Chem和TM5,并进行了参数化对流和不参数化对流的模拟。通过将模拟的[CO2]时空分布与大气碳运输(ACT)-美国项目收集的密集飞机和塔台测量数据以及NOAA的机载剖面和塔台网络在四个季节中的对比,我们确定了两种模式在北美地区的潜在运输偏差。垂直输送模式的差异导致季节平均行星边界层(PBL) -自由对流层[CO2]的差异高达~ 4ppm, PBL高度差异为~ 100-400 m。在夏季,GEOS-Chem低估了湿对流运输,而高估了PBL混合深度,而TM5显示了更真实的总垂直混合(湿对流和PBL深度)。在春季和冬季,TM5低估了PBL混合,而可能高估了湿对流混合,而GEOS-Chem更准确地代表了垂直混合。这些输送偏差可能导致纬向平均[CO2]经向梯度的差异,并传播到OCO-2模式比对项目使用两种北美输送模式反演的后验通量估计的差异。扩展到北美以外的垂直分辨率[CO2]测量可以进一步推进目前对更大空间尺度上输运不确定性的理解。
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引用次数: 0
Utilizing PBL Height Data From Multiple Observing Systems in the GEOS System. Part II: Assessment of PBL Height Data 在GEOS系统中利用多观测系统PBL高度数据。第二部分:PBL高度数据的评估
IF 3.4 2区 地球科学 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2026-01-29 DOI: 10.1029/2025JD044701
E.-G. Yang, Y. Zhu, N. P. Arnold, M. Ganeshan, H. Salmun, E. L. McGrath-Spangler, S. Palm, J. Lewis, J. Santanello, D. Wu, J. E. Yorks, E. J. Welton, M. Sienkiewicz, P. A. Selmer, J. R. Piepmeier

This sequel study continues to develop a strategic framework for the global Planetary Boundary Layer Height (PBLH) analysis and monitoring using the National Aeronautics and Space Administration (NASA) Goddard Earth Observing System (GEOS) data assimilation (DA) system. The framework supports the assessment of PBLH from multiple observing systems, including radiosonde, Global Navigation Satellite System-Radio Occultation (GNSS-RO), spaceborne lidars: Cloud-Aerosol Lidar and Infrared Pathfinder Satellite Observation (CALIPSO) and Cloud-Aerosol Transport System (CATS), ground-based lidar: NASA Micro-Pulse Lidar Network (MPLNET), and ground-based radar: networks of radar wind profilers (GRWP), using either consistent or inconsistent PBLH definitions from the GEOS model. A comprehensive evaluation over a 27-day period (23 August –18 September 2015) is performed to quantify the PBLH Observation minus Forecast bias and Root Mean Square Deviation across data types. Although radiosonde, GNSS-RO, and GRWP PBLH are assessed using consistent model definitions, lidar-based PBLH is compared using inconsistent ones due to current model limitations. The results underscore the importance of using physically and instrumentally consistent model PBLH with corresponding PBLH observations. They further demonstrate that robust quality control and thinning procedures tailored to each observation type are critical, particularly when model definition and PBLH observations are inconsistent. The results also highlight notable discrepancies among two space-based lidar PBLH data sets, especially over the ocean, which the implementation of corresponding lidar-based model PBLH and advanced PBLH retrieval algorithms are expected to reduce. The developed framework enables a robust evaluation of current and future PBLH data sets and serves as a foundation for an effective assimilation strategy.

这一后续研究将继续开发一个利用美国国家航空航天局(NASA)戈达德地球观测系统(GEOS)数据同化(DA)系统进行全球行星边界层高度(PBLH)分析和监测的战略框架。该框架支持来自多个观测系统的PBLH评估,包括无线电探空仪、全球导航卫星系统-无线电掩星(GNSS-RO)、星载激光雷达:云气溶胶激光雷达、红外探路者卫星观测(CALIPSO)和云气溶胶运输系统(CATS)、地面激光雷达:NASA微脉冲激光雷达网络(MPLNET)和地面雷达。雷达风廓线(GRWP)网络,使用来自GEOS模型的一致或不一致的PBLH定义。在27天期间(2015年8月23日至9月18日)进行了综合评估,以量化PBLH观测减去预测偏差和各数据类型的均方根偏差。尽管无线电探空仪、GNSS-RO和GRWP PBLH使用一致的模型定义进行评估,但由于当前模型的限制,基于激光雷达的PBLH使用不一致的模型定义进行比较。这些结果强调了使用物理和仪器上一致的模型PBLH与相应的PBLH观测的重要性。他们进一步证明了针对每种观测类型的强有力的质量控制和细化程序是至关重要的,特别是当模型定义和PBLH观测不一致时。结果还突出了两个天基激光雷达PBLH数据集之间的显著差异,特别是在海洋上空,相应的基于激光雷达的PBLH模型和先进的PBLH检索算法的实施有望减少这种差异。开发的框架能够对当前和未来的PBLH数据集进行可靠的评估,并作为有效同化策略的基础。
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引用次数: 0
Combined Effects of Air Humidity and Temperature on Biogenic Volatile Organic Compound Emissions and Photosynthesis 空气湿度和温度对生物源性挥发性有机化合物排放和光合作用的综合影响
IF 3.4 2区 地球科学 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2026-01-28 DOI: 10.1029/2025JD044827
M. Riches, M. P. Vermeuel, H. D. Alwe, D. B. Millet, D. K. Farmer

Temperature and air humidity are critical environmental factors regulating photosynthesis and biogenic volatile organic compound (BVOC) emissions from plants, which influence air quality and climate change. While previous research has demonstrated the impacts of temperature on photosynthesis and BVOCs, the effects of humidity and the combined effects of temperature and humidity remain understudied. Here we discuss the discrete and synergistic impacts of temperature and humidity on ponderosa pine trees. We used a portable photosynthesis system coupled to a proton-transfer-reaction mass spectrometer to quantify leaf-level changes in photosynthesis, stomatal conductance, and emissions as a function of both temperature and humidity. Results demonstrate that all BVOC emissions investigated increased with temperature, regardless of humidity, in agreement with literature. To our knowledge, we present the first direct observation of temperature-dependent methyl vinyl ketone and methacrolein emissions from ponderosa pines. We find that elevated humidity enhances the baseline emissions of many BVOCs. Increasing relative humidity from 30% to 50% resulted in basal emission rates increasing between 1.7-fold for sesquiterpenes and 2.9-fold for 2-methyl-3-buten-2-ol. Our results may help explain field observations where BVOC emissions are decoupled from temperature under some conditions, and we clearly illustrate the need for further investigations on BVOC humidity sensitivity over larger (e.g., ecosystem) scales and on other plant species to improve chemical transport model predictions.

温度和空气湿度是调节植物光合作用和生物源性挥发性有机化合物(BVOC)排放的关键环境因子,影响空气质量和气候变化。虽然以前的研究已经证明了温度对光合作用和BVOCs的影响,但湿度的影响以及温度和湿度的综合影响仍未得到充分研究。本文讨论了温度和湿度对黄松的离散影响和协同影响。我们使用便携式光合作用系统与质子转移反应质谱仪耦合来量化叶片水平上光合作用、气孔导度和排放随温度和湿度的变化。结果表明,无论湿度如何,所调查的所有BVOC排放量都随温度升高而增加,与文献一致。据我们所知,我们提出了第一个直接观察温度依赖的甲基乙烯基酮和甲基丙烯醛排放从黄松。我们发现,湿度升高会增加许多BVOCs的基线排放量。相对湿度从30%增加到50%,倍半萜的基本释放率增加1.7倍,2-甲基-3-丁烯-2-醇的基本释放率增加2.9倍。我们的研究结果可能有助于解释在某些条件下BVOC排放与温度解耦的野外观测结果,并且我们清楚地表明,需要进一步研究BVOC在更大尺度(例如生态系统)和其他植物物种上的湿度敏感性,以改进化学运输模型的预测。
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引用次数: 0
Black Carbon in the Marine Atmosphere: Concentration and Mixing State From Coastal to Remote Atlantic Regions 海洋大气中的黑碳:从沿海到大西洋偏远地区的浓度和混合状态
IF 3.4 2区 地球科学 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2026-01-28 DOI: 10.1029/2025JD045346
Xihao Pan, Yuxuan Zhang, Chaoyang Xue, Uwe Kuhn, Isabella Hrabe de Angelis, Christopher Pöhlker, Jeannine Ditas, Lena Heins, Hedy M. Aardema, Hans A. Slagter, Maria Ll. Calleja, Antonis Dragoneas, David Walter, Björn Nillius, Qiaoqiao Wang, Nan Ma, Hang Su, Ulrich Pöschl, Gerald H. Haug, Ralf Schiebel, Yafang Cheng

Black carbon (BC) from maritime emissions plays a critical role by influencing radiation, cloud processes, and atmospheric dynamics in the marine atmosphere. These impacts depend on BC concentration and mixing state with other aerosol components. However, in situ observations of BC over oceans remain scarce, and the influence of the marine environment on the evolution of BC mixing state is not well understood. Here, we present shipborne measurements aboard the research sailing yacht S/Y Eugen Seibold during 10 Atlantic Ocean cruises. The data set spans 1,120 of measurement hours from near-coastal regions to remote ocean areas. In oceanic regions extending from tens to thousands of kilometers offshore, 1-min averaged BC concentrations were typically around 100 ng m−3, suggesting a well-mixed marine background. Despite the relatively small variability in BC mass concentrations, the mixing state of BC exhibits substantial differences between nearshore and remote oceanic regions. High number fractions (>50%) of BC particles without core-shell morphologies, characterized by BC externally attached to non-BC materials, were observed in near-coastal regions and decreased to ∼20% in remote oceanic regions. In ship-impacted regions, small freshly emitted BC particles tend to coagulate with other aerosol particles and forming non-core-shell attached structures, while high relative humidity (RH > 85%) tends to promote the formation of thick coatings. Our results provide new insights into climate-relevant properties and underscore the importance of coagulation and hygroscopic processing for the mixing state of BC in the marine atmosphere.

来自海洋排放的黑碳(BC)通过影响海洋大气中的辐射、云过程和大气动力学而发挥关键作用。这些影响取决于BC浓度和与其他气溶胶组分的混合状态。然而,海洋上BC的现场观测仍然很少,海洋环境对BC混合状态演变的影响还不清楚。在这里,我们展示了研究帆船S/Y Eugen Seibold在10次大西洋巡航期间的船载测量结果。该数据集涵盖了从近岸地区到远海地区的1120个测量小时。在离岸数万至数千公里的海洋区域,1分钟平均BC浓度通常在100 ng m - 3左右,表明海洋背景混合良好。尽管BC质量浓度的变化相对较小,但BC的混合状态在近岸和偏远海洋地区表现出实质性的差异。在近海岸地区观察到大量无核壳形态的BC颗粒(>50%),其特征是BC外部附着在非BC材料上,而在偏远的海洋地区则减少到约20%。在船舶撞击区域,新发射的小BC颗粒容易与其他气溶胶颗粒凝结形成非核壳附着结构,而较高的相对湿度(RH > 85%)容易促进厚涂层的形成。我们的研究结果为气候相关特性提供了新的见解,并强调了BC在海洋大气中混合状态的凝聚和吸湿处理的重要性。
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引用次数: 0
Hybrid Model Resolved Impacts of COVID-19 Lockdowns on PM2.5 Sources in Bhopal, India: Role of Meteorology, Secondary Inorganic Aerosols, and Crop Residue Burning 混合模型解决了COVID-19封锁对印度博帕尔PM2.5源的影响:气象、二次无机气溶胶和作物秸秆燃烧的作用
IF 3.4 2区 地球科学 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2026-01-25 DOI: 10.1029/2025JD045361
Delwin Pullokaran, Ramya Sunder Raman, Ankur Bhardwaj, Diksha Haswani, Deeksha Shukla

Air pollution in India is complex due to the multitude of sources and varying topography, rendering the interplay between meteorology and emission sources significant. To address this challenge, this work presents an integrated methodology for PM2.5 source apportionment in Bhopal, central India, combining dispersion-normalized positive matrix factorization (DN-PMF) with a machine-learning interpretability approach using Random Forest and SHAP (RF-SHAP). DN-PMF improves conventional source identification by incorporating air dilution effects, yielding refined source contributions for nine factors in Bhopal. Seasonal factor contributions peaked during periods with a lower boundary layer height, such as secondary sulfate during the winter season (21.3 μg m−3, 31.7%). The COVID-19 lockdowns, a quasi-natural emissions reduction experiment, led to a decrease in aerosol contributions from industrial, residential and traffic-related sources. However, during this period, crop residue burning was exposed as a major anthropogenic contributor, which together with unfavorable meteorology resulted in increased mean PM2.5 (50.6 ± 24.3 μg m−3) during the lockdowns compared to the reference period (36.7 ± 9.7 μg m−3). Using RF-SHAP the influence of meteorology and emission sources in driving secondary inorganic aerosol formation was examined. Secondary nitrate and residential fuel were identified as key contributors to exceedances of the Indian National Ambient Air Quality Standards (60 μg m−3, 24-hr average) at the study site. Integrating DN-PMF with RF-SHAP (driver analysis) enhanced source attribution by linking source contributions with their driving factors, establishing a framework for assessing pollution dynamics. This framework can help strengthen improved air quality initiatives in India, including the national Smart Cities Mission.

印度的空气污染是复杂的,由于众多的来源和不同的地形,使得气象和排放源之间的相互作用显著。为了应对这一挑战,本研究提出了一种用于印度中部博帕尔PM2.5源分配的综合方法,将分散化归一化正矩阵分解(DN-PMF)与使用随机森林和SHAP (RF-SHAP)的机器学习可解释性方法相结合。DN-PMF通过纳入空气稀释效应改进了传统的源识别,为博帕尔的九个因素提供了精确的源贡献。季节因子在边界层高度较低的时期贡献最大,如冬季次生硫酸盐(21.3 μg m−3,31.7%)。新冠肺炎封锁是一项准自然减排实验,导致工业、住宅和交通相关来源的气溶胶贡献减少。然而,在此期间,农作物秸秆燃烧暴露为主要的人为因素,加上不利的气象因素,导致PM2.5在封城期间平均(50.6±24.3 μ m−3)高于参考期(36.7±9.7 μ m−3)。利用RF-SHAP分析了气象和排放源对二次无机气溶胶形成的影响。二级硝酸盐和住宅燃料被确定为研究地点超过印度国家环境空气质量标准(60 μg m - 3, 24小时平均值)的主要原因。将DN-PMF与RF-SHAP(驱动因素分析)相结合,通过将源贡献与其驱动因素联系起来,加强了源归因,建立了评估污染动态的框架。该框架有助于加强印度改善空气质量的举措,包括国家智慧城市使命。
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引用次数: 0
Vegetation-Atmosphere Feedbacks Exacerbate Ozone Pollution During Compound Heatwave and Drought in the Northern Hemisphere 北半球复合热浪和干旱期间植被-大气反馈加剧臭氧污染
IF 3.4 2区 地球科学 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2026-01-25 DOI: 10.1029/2025JD044433
Yuting Lu, Mengmeng Li, Yiting Zhou, Hui Zhang, Wei Wang, Xin Huang, Tijian Wang, Bingliang Zhuang, Shu Li

Abnormally elevated ozone (O3) is observed during compound heatwave and drought (CHWD), posing severe environmental and socioeconomic threats. Response of O3 to CHWD is complicated by the vegetation-atmosphere feedbacks through influencing biogenic emissions and stomatal deposition. Here, we employed a regional meteorology-chemistry-vegetation coupled model, integrated with optimized drought emission algorithm and interactive dry deposition scheme, to investigate the vegetation-atmosphere feedbacks and their effects on O3 pollution during CHWD. Analysis shows that CHWD have intensified in the northern hemisphere, with more frequent occurrence, stronger intensity and longer duration compared to the average climatology. Unusually elevated O3 levels and exceedance frequency by more than 20% compared to normal conditions were observed during CHWD in the United States, western Europe and China. Model results indicate that heatwaves and droughts jointly lead to 10%–24% increase of summertime biogenic volatile organic compound emissions in vegetated regions, except in the severely drought-affected areas. Furthermore, extremely hot and dry conditions induce stomatal closure and suppress plant growth, inhibiting O3 stomatal removal by water-stressed vegetation. It is estimated that such intricate vegetation-atmosphere feedbacks substantially exacerbate O3 pollution during CHWD, with equal importance to that of increased photochemical rates. Our findings offer a novel perspective on the interactions between climate, vegetation, and chemistry regarding compound extreme weather events.

在复合热浪和干旱(CHWD)期间,臭氧(O3)异常升高,造成严重的环境和社会经济威胁。植被-大气反馈通过影响生物源排放和气孔沉积,使O3对CHWD的响应变得复杂。本文采用区域气象-化学-植被耦合模型,结合优化的干旱排放算法和交互干沉降方案,研究了CHWD期间植被-大气反馈及其对O3污染的影响。分析表明,CHWD在北半球有所增强,与平均气候学相比发生频率更高、强度更强、持续时间更长。在美国、西欧和中国,在CHWD期间观察到O3水平异常升高,超过正常情况的频率超过20%。模型结果表明,除严重干旱地区外,热浪和干旱共同导致植被地区夏季生物源性挥发性有机化合物排放量增加10% ~ 24%。此外,极度炎热和干燥的环境导致气孔关闭,抑制植物生长,抑制水分胁迫下植被的O3气孔移除。据估计,这种复杂的植被-大气反馈实质上加剧了CHWD期间的O3污染,其重要性与光化学速率的增加同等重要。我们的发现为气候、植被和化学在复合极端天气事件中的相互作用提供了一个新的视角。
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引用次数: 0
Unexpectedly High Accumulation Rates in the 2022 Mt. Logan Ice Core Reveal Warm-Season Drivers of Precipitation Variability 2022年洛根山冰芯的意外高积累率揭示了降水变率的暖季驱动因素
IF 3.4 2区 地球科学 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2026-01-25 DOI: 10.1029/2025JD044951
Kira M. Holland, Alison S. Criscitiello, Joseph R. McConnell, Bradley R. Markle, Hanaa A. K. Yousif, Emma Skelton, Sophia M. Wensman, Britta J. L. Jensen, Dominic A. Winski, Seth W. Campbell, Nathan J. Chellman

Ice cores from Mt. Logan, the second highest peak in North America located in the St. Elias mountains in southwest Yukon, Canada, have provided conflicting accumulation records, thus the hydroclimate response to changing atmospheric conditions in the highest elevation regions is not well constrained. Here, we present the accumulation record from the new 325 m Mt. Logan ice core drilled at 5,334 m asl on the summit plateau in May 2022. Multi-parameter annual layer counting, confirmed with radionuclide and volcanic tephra measurements, extends to 1911 CE, associated with a depth of 257 m. The thinning-corrected annual accumulation record reveals an average rate of 3.0 m water equivalent per year (m weq a−1) from 1912 to 2020 CE, greater than six times higher than the previous estimate of ∼0.41 m weq a−1 from the 2002 Mt. Logan Prospector Russell Col core. Correlation analysis between the annual accumulation record and regional climate data sets (e.g., Japanese 55-year Reanalysis, weather stations) reveal a strong positive relationship with warm-season total precipitable water and temperature. Thus, we suggest interdecadal precipitation variability on Mt. Logan is at least partially driven by warm-season atmospheric water vapor loading, potentially related to atmospheric temperature responses associated with the warm-season Alaska Blocking Index. Further, the record reveals a statistically significant increase in accumulation of 0.13 m weq per decade since 1970. These results reveal a drastically different Mt. Logan ice core record and provide a new warm-season perspective on drivers of high-elevation accumulation variability in the North Pacific.

位于加拿大育空地区西南部圣埃利亚斯山脉的北美第二高峰洛根山的冰芯提供了相互矛盾的积累记录,因此最高海拔地区水文气候对大气条件变化的响应没有得到很好的约束。在这里,我们展示了2022年5月在海拔5334米的山顶高原上钻探的新的325米洛根山冰芯的积累记录。经放射性核素和火山热层测量证实的多参数年度层数延伸至1911年,深度为257 m。经减薄校正的年累积记录显示,从1912年至2020年,平均每年3.0 m水当量(m weq a−1),比2002年Mt. Logan勘探者Russell Col岩心估计的~ 0.41 m weq a−1高出6倍以上。年累积记录与区域气候数据集(如日本55年再分析、气象站)的相关分析表明,年累积记录与暖季总可降水量和温度呈正相关。因此,我们认为洛根山的年代际降水变化至少部分是由暖季大气水汽负荷驱动的,这可能与暖季阿拉斯加阻塞指数相关的大气温度响应有关。此外,该记录显示,自1970年以来,每十年的累积量显著增加0.13米。这些结果揭示了一个截然不同的洛根山冰芯记录,并为北太平洋高海拔积累变率的驱动因素提供了一个新的暖季视角。
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引用次数: 0
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Journal of Geophysical Research: Atmospheres
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