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Where Dust Comes From: Global Assessment of Dust Source Attributions With AeroCom Models 尘埃从何而来?利用 AeroCom 模型对全球尘源归因进行评估
IF 3.8 2区 地球科学 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-08-17 DOI: 10.1029/2024JD041377
Dongchul Kim, Mian Chin, Greg Schuster, Hongbin Yu, Toshihiko Takemura, Paolo Tuccella, Paul Ginoux, Xiaohong Liu, Yang Shi, Hitoshi Matsui, Kostas Tsigaridis, Susanne E. Bauer, Jasper F. Kok, Michael Schulz

The source of dust in the global atmosphere is an important factor to better understand the role of dust aerosols in the climate system. However, it is a difficult task to attribute the airborne dust over the remote land and ocean regions to their origins since dust from various sources are mixed during long-range transport. Recently, a multi-model experiment, namely the AeroCom-III Dust Source Attribution (DUSA), has been conducted to estimate the relative contribution of dust in various locations from different sources with tagged simulations from seven participating global models. The BASE run and a series of runs with nine tagged regions were made to estimate the contribution of dust emitted in East- and West-Africa, Middle East, Central- and East-Asia, North America, the Southern Hemisphere, and the prominent dust hot spots of the Bodélé and Taklimakan Deserts. The models generally agree in large scale mean dust distributions, however models show large diversity in dust source attribution. The inter-model differences are significant with the global model dust diversity in 30%–50%, but the differences in regional and seasonal scales are even larger. The multi-model analysis estimates that North Africa contributes 60% of global atmospheric dust loading, followed by Middle East and Central Asia sources (24%). Southern hemispheric sources account for 10% of global dust loading, however it contributes more than 70% of dust over the Southern Hemisphere. The study provides quantitative estimates of the impact of dust emitted from different source regions on the globe and various receptor regions including remote land, ocean, and the polar regions synthesized from the seven models.

要更好地了解尘埃气溶胶在气候系统中的作用,全球大气中尘埃的来源是一个重要因素。然而,由于各种来源的尘埃在长程飘移过程中会发生混合,因此要对偏远陆地和海洋地区的空中尘埃进行来源归因是一项艰巨的任务。最近,开展了一项多模式实验,即 AeroCom-III 灰尘源归因(DUSA),利用七个参与的全球模式的标记模拟来估计不同地点不同来源的灰尘的相对贡献。通过 BASE 运行和带有 9 个标记区域的一系列运行,估算了东非和西非、中东、中亚和东亚、北美、南半球以及博代莱沙漠和塔克拉玛干沙漠等主要沙尘热点地区的沙尘排放量。这些模式在大尺度平均沙尘分布方面基本一致,但在沙尘源归因方面却表现出很大差异。模型间的差异很大,全球模型的沙尘多样性为 30%-50%,但区域和季节尺度的差异更大。多模型分析估计,北非占全球大气沙尘负荷的 60%,其次是中东和中亚来源(24%)。南半球来源占全球沙尘负荷的 10%,但它造成了南半球 70% 以上的沙尘。该研究综合了七个模型,对全球不同来源地区和不同受体地区(包括偏远陆地、海洋和极地地区)排放的沙尘的影响进行了定量估算。
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引用次数: 0
Leveraging RALI-THINICE Observations to Assess How the ICOLMDZ Model Simulates Clouds Embedded in Arctic Cyclones 利用 RALI-THINICE 观测数据评估 ICOLMDZ 模型如何模拟北极气旋中的云层
IF 3.8 2区 地球科学 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-08-14 DOI: 10.1029/2024JD040973
Lea Raillard, Étienne Vignon, Gwendal Rivière, Jean-Baptiste Madeleine, Yann Meurdesoif, Julien Delanoë, Arnaud Caubel, Olivier Jourdan, Antoine Baudoux, Sébastien Fromang, Philippe Conesa

Despite their essential role in the high-latitude climate, the representation of mixed-phase clouds is still a challenge for Global Climate Models (GCMs)'s cloud schemes. In this study we propose a methodology for robustly assessing Arctic mixed-phase cloud properties in a climate model using airborne measurements. We leverage data collected during the RALI-THINICE airborne campaign that took place near Svalbard in August 2022 to evaluate the simulation of mid-level clouds associated with Arctic cyclones. Simulations are carried out with the new limited-area configuration of the ICOLMDZ model which combines the recent icosahedral dynamical core DYNAMICO and the physics of LMDZ, the atmospheric component of the IPSL-CM Earth System Model. Airborne radar and microphysical probes measurements are then used to evaluate the simulated clouds. A comparison method has been set-up to guarantee as much as possible the spatiotemporal co-location between observed and simulated cloud fields. We mostly focus on the representation of ice and liquid in-cloud contents and on their vertical distribution. Results show that the model overestimates the amount of cloud condensates and exhibits a poor cloud phase spatial distribution, with too much liquid water far from cloud top and too much ice close to it. The downward gradual increase in snowfall flux is also not captured by the model. This in-depth model evaluation thereby pinpoints priorities for further improvements in the ICOLMDZ cloud scheme.

尽管混合相云在高纬度气候中起着至关重要的作用,但对全球气候模式(GCMs)的云计划来说,混合相云的表示仍然是一个挑战。在本研究中,我们提出了一种利用机载测量数据在气候模式中稳健评估北极混合相云特性的方法。我们利用 2022 年 8 月在斯瓦尔巴附近进行的 RALI-THINICE 机载活动中收集的数据,评估了与北极气旋相关的中层云的模拟情况。该模型结合了最近的二十面体动力学核心 DYNAMICO 和 IPSL-CM 地球系统模型的大气组成部分 LMDZ 的物理特性。然后利用机载雷达和微物理探针测量结果对模拟云进行评估。为了尽可能保证观测云场和模拟云场的时空同位,我们设置了一种比较方法。我们主要关注冰和液体在云中的含量及其垂直分布。结果表明,模型高估了云冷凝物的数量,云相空间分布不佳,离云顶太远的液态水太多,离云顶太近的冰太多。降雪通量向下逐渐增加的现象也没有被模型捕捉到。通过对模型的深入评估,确定了进一步改进 ICOLMDZ 云方案的重点。
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引用次数: 0
Impacts of Synoptic-Scale Dynamics on Clouds and Radiation in High Southern Latitudes 同步尺度动力学对南高纬度地区云和辐射的影响
IF 3.8 2区 地球科学 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-08-14 DOI: 10.1029/2023JD040329
Tyler Barone, Minghui Diao, Yang Shi, Xi Zhao, Xiaohong Liu, Israel Silber

High-latitudinal mixed-phase clouds significantly affect Earth's radiative balance. Observations of cloud and radiative properties from two field campaigns in the Southern Ocean and Antarctica were compared with two global climate model simulations. A cyclone compositing method was used to quantify “dynamics-cloud-radiation” relationships relative to the extratropical cyclone centers. Observations show larger asymmetry in cloud and radiative properties between western and eastern sectors at McMurdo compared with Macquarie Island. Most observed quantities at McMurdo are higher in the western (i.e., post-frontal) than the eastern (frontal) sector, including cloud fraction, liquid water path (LWP), net surface shortwave and longwave radiation (SW and LW), except for ice water path (IWP) being higher in the eastern sector. The two models were found to overestimate cloud fraction and LWP at Macquarie Island but underestimate them at McMurdo Station. IWP is consistently underestimated at both locations, both sectors, and in all seasons. Biases of cloud fraction, LWP, and IWP are negatively correlated with SW biases and positively correlated with LW biases. The persistent negative IWP biases may have become one of the leading causes of radiative biases over the high southern latitudes, after correcting the underestimation of supercooled liquid water in the older model versions. By examining multi-scale factors from cloud microphysics to synoptic dynamics, this work will help increase the fidelity of climate simulations in this remote region.

高纬度混合相云对地球的辐射平衡有重大影响。在南大洋和南极洲进行的两次实地观测活动中观测到的云和辐射特性与两个全球气候模式模拟结果进行了比较。采用气旋合成法来量化相对于外热带气旋中心的 "动态-云-辐射 "关系。观测结果表明,与麦夸里岛相比,麦克默多西部和东部地区的云层和辐射特性更不对称。麦克默多的大部分观测数据,包括云量、液态水路径(LWP)、净表面短波和长波辐射(SW 和 LW),都是西部(即后锋面)高于东部(锋面),只有冰态水路径(IWP)高于东部。研究发现,两种模式都高估了麦夸里岛的云量和冰水路径,但低估了麦克默多站的云量和冰水路径。在两个地点、两个扇区和所有季节,IWP 始终被低估。云分、最低温度和国际工作面偏差与西南偏差呈负相关,与最低温度偏差呈正相关。在修正了老版本模式中低估的过冷液态水之后,持续的负IWP偏差可能已成为南纬高纬度地区辐射偏差的主要原因之一。通过研究从云微观物理到同步动力学的多尺度因素,这项工作将有助于提高这一偏远地区气候模拟的保真度。
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引用次数: 0
Improving HONO Simulations and Evaluating Its Impacts on Secondary Pollution in the Yangtze River Delta Region, China 改进 HONO 模拟并评估其对中国长江三角洲地区二次污染的影响
IF 3.8 2区 地球科学 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-08-14 DOI: 10.1029/2024JD041052
Haoran Zhang, Chuanhua Ren, Xueyu Zhou, Keqin Tang, Yuliang Liu, Tengyu Liu, Jiaping Wang, Xuguang Chi, Mengmeng Li, Nan Li, Xin Huang, Aijun Ding

Secondary air pollution, especially ozone (O3) and secondary aerosols, are emerging air quality challenges confronting China. Nitrous acid (HONO), as the predominant source of hydroxyl radicals (OH), are acknowledged to be essential for secondary pollution. However, HONO concentrations are usually underestimated by current air quality models due to the inadequate representations of its sources. In the present study, we revised the Weather Research and Forecasting & Chemistry (WRF-Chem) model by incorporating additional HONO sources, including primary emissions, photo-/dark oxidation of NOx, heterogeneous uptake of NO2 on surfaces, and nitrate photolysis. By combining in-situ measurements in the Yangtze River Delta (YRD) region, we found the improved model show much better performance on HONO simulation and is capable of reproducing observed high concentrations. The source-oriented method is employed to quantitatively understand the relative importance of various processes, which showed that heterogeneous NO2 uptake on the ground surface was the major contributor to HONO formation in urban areas. Comparatively, photo-oxidation of NOx is a main contributor in rural areas. The introduction of multiple sources of HONO led to an apparent increase in OH and hydroperoxyl (HO2) radicals. The promoted HO2 levels further increased diurnal O3 concentration by 4.5–12.9 ppb, while secondary inorganic and organic concentrations were also increased by 14%–32% during a typical secondary pollution event. The improved description of HONO emission and formation in the model substantially narrowed the gaps between simulations and observations, highlighting the great importance in understanding and numerical representations of HONO in secondary pollution study.

空气二次污染,尤其是臭氧(O3)和二次气溶胶,是中国面临的新的空气质量挑战。作为羟基自由基(OH)的主要来源,亚硝酸(HONO)被认为是二次污染的主要来源。然而,由于对 HONO 来源的描述不够充分,目前的空气质量模式通常会低估 HONO 的浓度。在本研究中,我们修订了天气研究与预报amp; 化学(WRF-Chem)模式,纳入了更多的 HONO 来源,包括一次排放、氮氧化物的光氧化/暗氧化、表面对 NO2 的异质吸收以及硝酸盐光解。通过结合长三角地区的现场实测数据,我们发现改进后的模型在模拟 HONO 方面表现更佳,能够再现观测到的高浓度。我们采用了源导向方法来定量了解各种过程的相对重要性,结果表明,地表的异相二氧化氮吸收是城市地区 HONO 形成的主要因素。相比之下,氮氧化物的光氧化是农村地区 HONO 形成的主要因素。多种 HONO 来源的引入导致 OH 和氢过氧自由基 (HO2) 的明显增加。提高的 HO2 水平使昼间 O3 浓度进一步增加了 4.5-12.9 ppb,而在典型的二次污染事件中,二次无机物和有机物浓度也增加了 14%-32%。该模型对 HONO 排放和形成的描述有所改进,大大缩小了模拟和观测之间的差距,突出了在二次污染研究中对 HONO 的理解和数值表示的重要性。
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引用次数: 0
Influences of Stratospheric Arctic Vortex on Surface Air Temperature Over Asia 北极平流层涡旋对亚洲地面气温的影响
IF 3.8 2区 地球科学 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-08-13 DOI: 10.1029/2024JD040866
Dingzhu Hu, Junjie Yang, Huimin Zhang, Rongzhong Mo, Zhaoyong Guan

The influence of northern polar vortex in the stratosphere (SPV) in December-January on Asia's surface air temperature (SAT) in February has been examined using reanalysis data sets and a barotropic model. An out-of-phase interannual linkage between the SPV in December-January and SAT in February during 1979–2022 has been observed, that is, a strong (weak) SPV corresponds to a cooling (warming) over Asia. Approximately 25% of the SAT over Asia in February can be explained by the SPV in December-January. This relationship between the SPV and SAT is independent of the Arctic Oscillation. The influence of the SPV on SAT over Asia cannot be solely explained by radiative processes, but is instead related to circulation anomalies in the troposphere. A stronger SPV tends to result in negative geopotential height anomalies with cyclonic circulation over Asia. The SPV-related geopotential height over Asia is accompanied by a weakened teleconnection pattern between the North Atlantic and Asia, with three centers from the northeastern Atlantic-eastern Europe-Asia, and fewer stationary waves propagated from North Atlantic into Asia. These anomalous circulation patterns and anomalous northerly wind over Central Asia in February are beneficial to the colder air transportation from the higher latitudes to Asia, facilitating a surface cooling over Asia. Our results shed light on the interannual linkage between SPV and SAT over Asia, suggesting that the SPV in December-January could be considered as a new predicator of SAT in February over Asia.

利用再分析数据集和气压模型,研究了 12 月至 1 月平流层中的极北涡旋(SPV)对亚洲 2 月地表气温(SAT)的影响。结果表明,1979-2022 年间,12 月至 1 月的大气漩涡与 2 月的亚洲表面气温之间存在年际非同步联系,即强(弱)大气漩涡与亚洲上空的降温(升温)相对应。二月份亚洲上空约 25% 的 SAT 可以用 12 月至 1 月的 SPV 来解释。SPV 和 SAT 之间的这种关系与北极涛动无关。SPV 对亚洲上空 SAT 的影响不能完全用辐射过程来解释,而是与对流层中的环流异常有关。较强的 SPV 往往会导致亚洲上空气旋环流出现负的位势高度异常。亚洲上空与 SPV 有关的位势高度伴随着北大西洋和亚洲之间的远距离联系模式减弱,大西洋东北部-东欧-亚洲有三个中心,从北大西洋传播到亚洲的静止波减少。这些异常环流模式和中亚地区二月份的异常偏北风有利于冷空气从高纬度向亚洲输送,促进了亚洲地区的地面降温。我们的研究结果揭示了亚洲上空 SPV 与 SAT 之间的年际联系,表明 12 月至 1 月的 SPV 可被视为亚洲上空 2 月 SAT 的新预测因子。
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引用次数: 0
Photolytic Degradation of Water-Soluble Organic Carbon in Snowmelts: Changes in Molecular Characteristics, Brown Carbon Chromophores, and Radiative Effects 雪融中水溶性有机碳的光解降解:分子特征、褐碳色团和辐射效应的变化
IF 3.8 2区 地球科学 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-08-13 DOI: 10.1029/2024JD040755
Yue Zhou, Christopher P. West, Diego Calderon-Arrieta, Maria V. Misovich, Anusha P. S. Hettiyadura, Hui Wen, Tenglong Shi, Jiecan Cui, Wei Pu, Xin Wang, Alexander Laskin

Water-soluble organic carbon (WSOC) deposited in ambient snowpack play key roles in regional carbon cycle and surface energy budget, but the impacts of photo-induced processes on its optical and chemical properties are poorly understood yet. In this study, melted samples of the seasonal snow collected from northern Xinjiang, northwestern China, were exposed to ultraviolet (UV) radiation to investigate the photolytic transformations of WSOC. Molecular characteristics and chemical composition of WSOC and its brown carbon (BrC) constituents were investigated using high-performance liquid chromatography interfaced with a photodiode array detector and a high-resolution mass spectrometer. Upon illumination, formation of nitrogen- and sulfur-containing species with high molecular weight was observed in snow samples influenced by soil- and plant-derived organics. In contrast, the representative sample collected from remote region showed the lowest molecular diversity and photolytic reactivity among all samples, in which no identified BrC chromophores decomposed upon illumination. Approximately 65% of chromophores in urban samples endured UV irradiation. However, most of BrC composed of phenolic/lignin-derived compounds and flavonoids disappeared in the illuminated samples containing WSOC from soil- and plant-related sources. Effects of the photochemical degradation of WSOC on the potential modulation of snow albedo were estimated. Apparent half-lives of WSOC estimated as albedo reduction in 300–400 nm indicated 0.1–0.4 atmospheric equivalent days, which are shorter than typical photolysis half-lives of ambient biomass smoke aerosol. This study provides new insights into the roles of WSOC in snow photochemistry and snow surface energy balance.

沉积在环境积雪中的水溶性有机碳(WSOC)在区域碳循环和地表能量预算中发挥着关键作用,但人们对光诱导过程对其光学和化学性质的影响还知之甚少。本研究将从中国西北部新疆北部采集的季节性积雪融化样品置于紫外线辐射下,研究了 WSOC 的光解转化过程。利用高效液相色谱-光电二极管阵列检测器和高分辨率质谱仪对 WSOC 及其褐碳(BrC)成分的分子特征和化学成分进行了研究。受土壤和植物有机物影响的雪样在光照下会形成高分子量的含氮和含硫物质。相比之下,从偏远地区采集的代表性样本在所有样本中显示出最低的分子多样性和光解反应性,在光照下没有任何已识别的 BrC 发色团分解。城市样本中约有 65% 的发色团经受住了紫外线的照射。然而,在含有来自土壤和植物的 WSOC 的光照样品中,大部分由酚类/木质素衍生化合物和类黄酮组成的 BrC 都消失了。研究估算了 WSOC 的光化学降解对潜在的雪反照率调节作用的影响。根据 300-400 纳米波段反照率减少量估算的 WSOC 表观半衰期为 0.1-0.4 个大气当量日,比环境生物质烟雾气溶胶的典型光解半衰期要短。这项研究为了解 WSOC 在雪地光化学和雪地表面能量平衡中的作用提供了新的视角。
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引用次数: 0
Evolution of Light Absorption Enhancement of Black Carbon Aerosols From Biomass Burning in Atmospheric Photochemical Aging 大气光化学老化过程中生物质燃烧产生的黑碳气溶胶的光吸收增强演变
IF 3.8 2区 地球科学 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-08-12 DOI: 10.1029/2024JD040756
Xuewei Fu, Xinyi Li, Fang Zhang, Zhuoyue Ren, Aoqi Ge, Xiangyu Zhang, Zheng Fang, Wei Song, Wei Deng, Yanli Zhang, Yinon Rudich, Xinming Wang

The light absorption enhancement (Eabs) of black carbon (BC) coated with non-BC materials is crucial in the assessment of radiative forcing, yet its evolution during photochemical aging of plumes from biomass burning, the globe's largest source of BC, remains poorly understood. In this study, plumes from open burning of corn straw were introduced into a smog chamber to explore the evolution of Eabs during photochemical aging. The light absorption of BC was measured with and without coating materials by using a thermodenuder, while the size distributions of aerosols and composition of BC coating materials were also monitored. Eabs was found to increase initially, and then decrease with an overall downward trend. The lensing effect dominated in Eabs at 520 nm, with an estimated contribution percentages of 47.5%–94.5%, which is far greater than light absorption of coated brown carbon (BrC). The effects of thickening and chemical composition changes of the coating materials on Eabs were evaluated through comparing measured Eabs with that calculated by the Mie theory. After OH exposure of 1 × 1010 molecules cm−3 s, the thickening of coating materials led to an Eabs increase by 3.2% ± 1.6%, while the chemical composition changes or photobleaching induced an Eabs decrease by 4.7% ± 0.6%. Simple forcing estimates indicate that coated BC aerosols exhibit warming effects that were reduced after aging. The oxidation of light-absorbing CxHy compounds, such as polycyclic aromatic hydrocarbons (PAHs), to CxHyO and CxHyO>1 compounds in coating materials may be responsible for the photobleaching of coated BrC.

黑碳(BC)与非黑碳材料涂层的光吸收增强(Eabs)对辐射强迫的评估至关重要,但人们对全球最大的黑碳来源--生物质燃烧产生的烟羽在光化学老化过程中的光吸收增强演变仍然知之甚少。本研究将玉米秸秆露天焚烧产生的烟羽引入烟雾室,以探索 Eabs 在光化学老化过程中的演变。研究人员使用热电堆测量了有涂层材料和无涂层材料时 BC 的光吸收,同时还监测了气溶胶的粒度分布和 BC 涂层材料的成分。研究发现,Eabs 最初呈上升趋势,随后呈总体下降趋势。透镜效应在 520 纳米波长的 Eabs 中占主导地位,估计贡献百分比为 47.5%-94.5%,远高于涂覆棕碳 (BrC) 的光吸收。通过比较测量的 Eabs 和米氏理论计算的 Eabs,评估了涂层材料的增厚和化学成分变化对 Eabs 的影响。经过 1 × 1010 个分子 cm-3 s 的 OH 暴露后,涂层材料增厚导致 Eabs 增加了 3.2% ± 1.6%,而化学成分变化或光漂白则导致 Eabs 减少了 4.7% ± 0.6%。简单的强迫估算表明,有涂层的 BC 气溶胶表现出变暖效应,而老化后这种效应会减弱。涂层材料中的光吸收 CxHy 化合物(如多环芳烃)氧化成 CxHyO 和 CxHyO>1 化合物可能是涂层溴化碳光漂白的原因。
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引用次数: 0
A Comparison of Regression Methods for Inferring Near-Surface NO2 With Satellite Data 利用卫星数据推断近地表 NO2 的回归方法比较
IF 3.8 2区 地球科学 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-08-12 DOI: 10.1029/2024JD040906
Eliot J. Kim, Tracey Holloway, Ajinkya Kokandakar, Monica Harkey, Stephanie Elkins, Daniel L. Goldberg, Colleen Heck

Nitrogen dioxide (NO2) is an atmospheric pollutant emitted from anthropogenic and natural sources. Human exposure to high NO2 concentrations causes cardiovascular and respiratory illnesses. The Environmental Protection Agency operates ground monitors across the U.S. which take hourly measurements of NO2 concentrations, providing precise measurements for assessing human pollution exposure but with sparse spatial distribution. Satellite-based instruments capture NO2 amounts through the atmospheric column with global coverage at regular spatial resolution, but do not directly measure surface NO2. This study compares regression methods using satellite NO2 data from the TROPospheric Ozone Monitoring Instrument (TROPOMI) to estimate annual surface NO2 concentrations in varying geographic and land use settings across the continental U.S. We then apply the best-performing regression models to estimate surface NO2 at 0.01° by 0.01° resolution, and we term this estimate as quasi-NO2 (qNO2). qNO2 agrees best with measurements at suburban sites (cross-validation (CV) R2 = 0.72) and away from major roads (CV R2 = 0.75). Among U.S. regions, qNO2 agrees best with measurements in the Midwest (CV R2 = 0.89) and agrees least in the Southwest (CV R2 = 0.65). To account for the non-Gaussian distribution of TROPOMI NO2, we apply data transforms, with the Anscombe transform yielding highest agreement across the continental U.S. (CV R2 = 0.77). The interpretability, minimal computational cost, and health relevance of qNO2 facilitates use of satellite data in a wide range of air quality applications.

二氧化氮(NO2)是一种人为和自然排放的大气污染物。人类接触高浓度的二氧化氮会导致心血管和呼吸系统疾病。美国环境保护局在全美各地安装了地面监测器,每小时测量一次二氧化氮浓度,为评估人类接触污染的情况提供精确的测量数据,但空间分布稀疏。卫星仪器通过大气柱捕获二氧化氮量,以常规空间分辨率覆盖全球,但不能直接测量地表二氧化氮。本研究比较了使用 TROPospheric Ozone Monitoring Instrument (TROPOMI) 卫星二氧化氮数据的回归方法,以估算美国大陆不同地理和土地利用环境下的年度地表二氧化氮浓度。然后,我们应用性能最佳的回归模型来估算 0.01° x 0.01° 分辨率下的地表 NO2,并将这种估算结果称为准 NO2(qNO2)。qNO2 与郊区站点(交叉验证 (CV) R2 = 0.72)和远离主干道站点(CV R2 = 0.75)的测量结果最为吻合。在美国各地区中,qNO2 与中西部测量结果的吻合度最高(CV R2 = 0.89),与西南部测量结果的吻合度最低(CV R2 = 0.65)。为了考虑 TROPOMI NO2 的非高斯分布,我们采用了数据变换,其中安斯康贝变换在美国大陆的一致性最高(CV R2 = 0.77)。qNO2 的可解释性、最低计算成本和健康相关性有助于将卫星数据用于广泛的空气质量应用中。
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引用次数: 0
Ground-Observed Snow Albedo Changes During Rain-On-Snow Events in Northern Alaska 阿拉斯加北部雨夹雪事件期间地面观测到的雪地反照率变化
IF 3.8 2区 地球科学 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-08-12 DOI: 10.1029/2024JD040975
Yan Xie, Claire Pettersen, Mark Flanner, Julia Shates

Rain-on-snow (ROS) events occur when rain falls on snowpack and can have substantial ecological and social impacts. During ROS events, liquid water in the snowpack can decrease the surface albedo, which contributes to the positive snow-albedo feedback and further accelerates snowmelt. In a warming climate, the frequency and spatial coverage of ROS events are projected to increase in the high-latitude regions, especially in northern Alaska. Multi-year ground observations at two northern Alaska sites are utilized to evaluate 59 ROS events from 2012 to 2022. Results show that ROS events lead to dramatic snow albedo changes with a mean decline of −0.04 per day, which is considerably larger than the multi-year mean of −0.005 in May and −0.008 in June. A snow albedo model is used to simulate the daily snow albedo changes due to snowpack liquid water content. The simulated impact of liquid water content accounts for only 10% of the observed snow albedo changes. In addition, composite synoptic conditions from reanalysis products reveal different moisture sources for ROS events. ROS events in May are associated with anomalous high pressure systems over the site and meridional transport of warm and moist air from lower latitudes. While the June synoptic conditions for ROS events show little deviation from the climatological mean and suggest local moisture contributions. ROS events in June show comparable snow albedo changes as in May despite the difference in moisture sources, which implies a prolonged impact of ROS events on rapid snow deterioration during late spring.

当降雨落在雪堆上时,就会发生雪上降雨(ROS)事件,并可能对生态和社会产生重大影响。在 ROS 事件期间,雪堆中的液态水会降低表面反照率,从而导致雪-反照率正反馈,并进一步加速融雪。在气候变暖的情况下,预计高纬度地区(尤其是阿拉斯加北部)发生 ROS 事件的频率和空间范围都将增加。利用在阿拉斯加北部两个地点进行的多年地面观测,对 2012 年至 2022 年的 59 次 ROS 事件进行了评估。结果表明,ROS 事件导致积雪反照率的急剧变化,平均每天下降-0.04,大大高于多年平均值-0.005(5 月)和-0.008(6 月)。利用雪反照率模型模拟了雪堆液态水含量导致的雪反照率日变化。液态水含量的模拟影响仅占观测到的雪反照率变化的 10%。此外,来自再分析产品的综合同步条件揭示了 ROS 事件的不同水汽来源。5 月份的 ROS 事件与该地区上空的异常高压系统和来自低纬度的暖湿空气经向输送有关。而 6 月份的 ROS 事件的同步条件与气候学平均值偏差不大,表明是当地水汽造成的。尽管水汽来源不同,但 6 月份的 ROS 事件却显示出与 5 月份相当的积雪反照率变化,这意味着 ROS 事件对春末积雪快速恶化的影响是长期的。
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引用次数: 0
Quantifying Changes in the Arctic Shortwave Cloud Radiative Effects 量化北极短波云层辐射效应的变化
IF 3.8 2区 地球科学 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-08-10 DOI: 10.1029/2023jd040707
Doyeon Kim, Sarah M. Kang, Hanjun Kim, Patrick C. Taylor
The shortwave cloud radiative effect (SWCRE) is important for the Arctic surface radiation budget and is a major source of inter‐model spread in simulating Arctic climate. To better understand the individual contributions of various radiative processes to changes in SWCRE, we extend the existing Approximate Partial Radiative Perturbation (APRP) method by adding the absorptivity for the upward beam, considering differences in reflectivity between upward and downward beams, and analyzing the cloud masking effect resulting from changes in surface albedo. Using data from CMIP model experiments, the study decomposes the SWCRE over the Arctic surface and analyzes inter‐model differences in quadrupled CO2 simulations. The study accounts for the influence of surface albedo, cloud amount, and cloud microphysics in the response of SWCRE to Arctic warming. In the sunlit season, CMIP models exhibit a strong, negative SWCRE with a large inter‐model spread. Arctic clouds dampen the surface albedo feedback by reflecting incoming solar radiation and further decrease the shortwave radiation reflected by surface, a fraction of which is scattered back to the surface by clouds. Specifically, this accounts for the majority of the inter‐model spread in SWCRE. In addition, increased (decreased) cloud amount and cloud liquid water reduce (increase) incoming shortwave fluxes at the surface, but they are found to be not critical to the Arctic surface radiation budget and its inter‐model variation. Overall, the extended APRP method offers a useful tool for analyzing the complex interactions between clouds and radiative processes, accurately decomposes the individual SWCRE responses at the Arctic surface.
短波云辐射效应(SWCRE)对北极表面辐射预算非常重要,是模拟北极气候时模型间差异的主要来源。为了更好地理解各种辐射过程对 SWCRE 变化的单独贡献,我们扩展了现有的近似部分辐射扰动(Approximate Partial Radiative Perturbation,APRP)方法,增加了向上光束的吸收率,考虑了向上和向下光束之间反射率的差异,并分析了表面反照率变化导致的云掩蔽效应。该研究利用 CMIP 模型实验数据,分解了北极表面的 SWCRE,并分析了四倍二氧化碳模拟中模型间的差异。该研究考虑了地表反照率、云量和云微物理在 SWCRE 对北极变暖响应中的影响。在日照季节,CMIP 模型表现出强烈的负 SWCRE,模型间差异很大。北极云层通过反射进入的太阳辐射抑制了地表反照率反馈,并进一步减少了地表反射的短波辐射,其中一部分被云层散射回地表。具体来说,这就是 SWCRE 模式间差异的主要原因。此外,云量和云液态水的增加(减少)会减少(增加)地表的入射短波通量,但它们对北极地表辐射预算及其模式间变化并不重要。总之,扩展的 APRP 方法为分析云和辐射过程之间复杂的相互作用提供了有用的工具,并准确地分解了北极表面的单个 SWCRE 响应。
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引用次数: 0
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Journal of Geophysical Research: Atmospheres
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