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Evaluation of the Urban Climate Model PALM-4U over Hilly Terrain Using Wind and Turbulence Observations 利用风和湍流观测数据评估丘陵地形上的城市气候模式 PALM-4U
IF 1.2 4区 地球科学 Q4 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-06-05 DOI: 10.1127/metz/2024/1193
Olga Kiseleva, Leonhard Gantner, Norbert Kalthoff, Meinolf Kossmann, Christopher Holst
We used boundary layer observations in the Stuttgart area from two summer episodes for model evaluation of the urban climate model PALM-4U. In summer 2017, radiosondes and Doppler lidars were operated, and the lidar virtual tower technique was applied to provide vertical profiles of wind speed and direction at different sites. In summer 2018, two Doppler lidars were operated in vertical stare mode providing vertical wind speeds and their variances. PALM-4U with grid spacings of 10 m in 2018 and 40 m in 2017 was driven by COSMO analysis data. The PALM-4U output data were evaluated with the observations at the corresponding sites. For 14 to 15 August 2017, the normalised root mean square error (NRMSE) between simulated and measured wind speed time series at 100 m agl is about 0.5, except for the last hours of the investigated period. The RMSE for wind direction is 30–35°. At 700 m agl, the NRMSE for wind speed is 0.2–0.3 and the RMSE for wind direction is about 15°. The greater NRMSE differences found in the night and morning of 15 August can be explained by differences between the observed and simulated height of the low-level jet which caused stronger simulated turbulent downward mixing of momentum in the morning. On 20 June 2018, the daytime convective boundary-layer evolution was well represented in the model. However, as the wind speed was low, 1-h integration times turned out to be not suitable for model evaluation because the uncertainty in variances of the vertical wind is considerable (50%). To overcome the poor statistics due to the low number of eddies dominating, 3-h integration times turned out to be necessary. For these time intervals, the simulated profiles lie within the error bars of the observations. Theoretical considerations provide suggestions for experimental set-ups and synoptic conditions to capture vertical profiles allowing model evaluations under convective conditions based on 1-h intervals.
我们利用斯图加特地区两个夏季的边界层观测数据对城市气候模式PALM-4U进行了模式评估。2017 年夏季,运行了无线电探空仪和多普勒激光雷达,并应用激光雷达虚拟塔技术提供了不同地点的风速和风向垂直剖面图。2018 年夏季,两个多普勒激光雷达以垂直凝视模式运行,提供垂直风速及其变差。PALM-4U 的网格间距在 2018 年为 10 米,2017 年为 40 米,由 COSMO 分析数据驱动。PALM-4U 输出数据与相应站点的观测数据进行了评估。在 2017 年 8 月 14 日至 15 日期间,除调查时段的最后几个小时外,100 米高度处模拟风速时间序列与实测风速时间序列之间的归一化均方根误差(NRMSE)约为 0.5。风向的均方根误差为 30-35°。在海拔 700 米处,风速的无均方根误差为 0.2-0.3,风向的均方根误差约为 15°。8 月 15 日夜间和早晨的 NRMSE 差异较大,原因可能是观测和模拟的低空喷流高度不同,导致早晨模拟的动量向下湍流混合更强。2018 年 6 月 20 日,白天的对流边界层演变在模式中得到了很好的体现。然而,由于风速较低,1-h积分时间并不适合模型评估,因为垂直风的不确定性相当大(50%)。为了克服由于漩涡数量较少而导致的统计数据不准确的问题,需要 3 小时的积分时间。在这些时间间隔内,模拟剖面位于观测数据的误差范围内。理论上的考虑为实验设置和同步条件提供了建议,以便捕捉垂直剖面,在对流条件下根据 1 小时的时间间隔对模型进行评估。
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引用次数: 0
Simulation Study on the Autumn Typhoon Mangkhut (2018) in 10.5 Days over the South China Sea: Microphysical Characteristics and latent heat budget 秋台风 "曼胡特"(2018 年)在南海上空 10.5 天的模拟研究:微物理特征和潜热预算
IF 1.2 4区 地球科学 Q4 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-01-01 DOI: 10.1127/metz/2024/1176
Zixi Ruan, Jiangnan Li, Fangzhou Li, Wenshi Lin
This paper presents a cloud-resolving simulation of the autumn Super Typhoon Mangkhut (2018) in 10.5 days in the South China Sea using the Weather Research and Forecasting Model Version 4.1 (WRFV4.1). The sensitivity of tropical cyclone (TC) track and intensity to the planetary boundary Layer (PBL) and cloud microphysics (MP) scheme was evaluated. A combination of Quasi-normal Scale Elimination (QNSE) PBL scheme and WRF Single Moment 7‑class (WSM7) MP scheme (QNSE-WSM7) had the best performances. QNSE-WSM7 could reasonably reproduce precipitation amounts, temporal and spatial distribution characteristics of rainfall. Cloud water increased as the TC developed and peaked at the weakening stage. Graupel and hail increased as the TC strengthened and reduced as the TC weakened. Cloud water, rain water, and cloud ice were the least in the development stage. Snow, graupel, and hail bottomed during the weakening stage. Cloud water, rain water, and cloud ice increased as the TC intensified to the mature stage. Cloud ice, graupel, and hail reduced from the mature stage to the weakening stage. The peaks of the hydrometeors corresponded well with the peaks of the vertical velocity. Liquid particles with peaks at the lower troposphere in the cloud wall were closer to the TC center. Conversely, ice particles with peaks at the higher troposphere in the cloud wall were found farther away from the TC center. The dominant cloud microphysical conversion processes were the instantaneous melting of snow, hail, and graupel. The top three latent heat release processes were the condensation of water vapor to form cloud water, condensation of water vapor to form rain, and accretion of rain by cloud ice. The top three latent heat absorption processes were the evaporation of cloud water to form water vapor, accretion of cloud ice by rain, and evaporation of rain to form water vapor. The melting of snow, hail, and graupel was the dominant contributor to the formation of raindrops.
本文利用天气研究和预报模式 4.1 版(WRFV4.1)对南海 10.5 天内的秋季超强台风 "芒克"(2018 年)进行了云解析模拟。评估了热带气旋(TC)路径和强度对行星边界层(PBL)和云微物理(MP)方案的敏感性。准正常尺度消除(QNSE)PBL 方案和 WRF 单矩 7 级(WSM7)MP 方案(QNSE-WSM7)的组合具有最佳性能。QNSE-WSM7 能够合理地再现降水量、降雨的时空分布特征。云量随着热带气旋的发展而增加,并在减弱阶段达到峰值。降水和冰雹随着 TC 的增强而增加,随着 TC 的减弱而减少。云水、雨水和云冰在发展阶段最少。在减弱阶段,积雪、谷雨和冰雹达到谷底。随着热气旋加强到成熟阶段,云水、雨水和云冰有所增加。云冰、谷雨和冰雹从成熟阶段减少到减弱阶段。水介质的峰值与垂直速度的峰值非常吻合。峰值位于对流层低层云壁的液体颗粒更接近热气旋中心。相反,峰值位于对流层较高处云壁的冰颗粒则离热气旋中心较远。最主要的云微观物理转换过程是雪、冰雹和冰砾的瞬时融化。前三个潜热释放过程分别是水汽凝结形成云水、水汽凝结形成降雨以及云冰吸附降雨。前三个潜热吸收过程分别是云水蒸发形成水蒸气、云冰被雨水吸附以及雨水蒸发形成水蒸气。雪、冰雹和冰砾的融化是形成雨滴的主要因素。
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引用次数: 0
Calculation of aerosol particle hygroscopic properties from OPC derived PM2.5 data 根据 OPC 得出的 PM2.5 数据计算气溶胶颗粒的吸湿特性
IF 1.2 4区 地球科学 Q4 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-01-01 DOI: 10.1127/metz/2024/1198
Vasileios Savvakis, Martin Schön, Matteo Bramati, Jens Bange, Andreas Platis
Hygroscopic growth of aerosol particles due to increasing relative humidity in the atmosphere is characterized by their hygroscopicity parameter κ and their hygroscopic growth factor GF. A technique to calculate the two using PM2.5 data from two optical counting sensors is examined. Only one of the two instruments is equipped with a drying channel, and therefore differences between ambient and dry air concentrations can be observed when both are working simultaneously. Based on the definition of the hygroscopic growth factor as the ratio between an aerosol particle's wet and dry diameter, a relationship including PM values is reached through the assumption of particle spherical shape and basic geometry. Aerosol particles from marine and urban sources were sampled during a week of measurements in two locations, in Norderney, Germany during April 2021 and in Rødby, Denmark, during September 2022. Calculated GF and κ values were related to the origin of the air-mass using back trajectory modeling (NOAA HYSPLIT) and by comparing the results to their expected values and fits on theoretical growth curves. It was found that κ = 0 . 6 ± 0 . 1 $kappa =nobreak 0.6 pmnobreak 0.1$ when continental air was sampled (agreeing with ammonium sulphate's κ = 0 . 6 1 $kappa =nobreak 0.61$ ) and κ = 1 . 1 ± 0 . 1 $kappa =nobreak 1.1 pmnobreak 0.1$ when marine air was sampled (agreeing with sea salt's same value). The GF estimates also matched their respective expected values within a deviation of 1σ. For the measurements in Rødby, particle number size distributions for the cases of marine sourced concentrations showed a peak at 1 to 2 μm, which is similar to previous studies of Baltic sea aerosol particle size distribution and structure.
大气中相对湿度增加导致气溶胶粒子吸湿性增长的特征是其吸湿性参数 κ 和吸湿性增长因子 GF。本文研究了利用两个光学计数传感器的 PM2.5 数据计算这两个参数的技术。两台仪器中只有一台配备了干燥通道,因此当两台仪器同时工作时,可以观察到环境和干燥空气浓度之间的差异。根据将吸湿性增长因子定义为气溶胶颗粒干湿直径之比,通过假设颗粒的球形和基本几何形状,得出了包括可吸入颗粒物数值的关系。2021 年 4 月在德国诺德尼和 2022 年 9 月在丹麦罗德比对海洋和城市来源的气溶胶粒子进行了为期一周的采样测量。利用后向轨迹建模(NOAA HYSPLIT)将计算出的 GF 和 κ 值与空气质量的来源联系起来,并将结果与预期值和理论增长曲线拟合值进行比较。结果发现,κ = 0 . 6 ± 0 .1 $kappa =nobreak 0.6pmnobreak 0.1$ (与硫酸铵的 κ = 0 .1 ± 0 .1 $kappa =nobreak 1.1 pmnobreak 0.1$(与海盐的相同值一致)。GF 估计值也与各自的预期值吻合,偏差在 1σ 以内。在 Rødby 的测量中,海洋来源浓度情况下的粒子数粒径分布显示出 1 到 2 μm 的峰值,这与之前对波罗的海气溶胶粒径分布和结构的研究相似。
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引用次数: 0
Assessment of the quality of measurements from selected amateur rain gauges 对部分业余雨量计测量质量的评估
IF 1.2 4区 地球科学 Q4 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-01-01 DOI: 10.1127/metz/2024/1199
Grzegorz Urban, Michał K. Kowalewski, Jakub Sawicki, Krzysztof Borowiecki
At the Polish Institute of Meteorology and Water Management – National Research Institute (the Polish acronym: IMGW-PIB), experimental parallel measurements of daily precipitation totals were carried out from August 2021 – September 2022. Measurements were made with 5 types of amateur rain gauges (A – CliMET CM1016; B – TFA Dostmann 47.1008; C – TFA Dostmann 47.1000; D – Davis 6466 AeroCone Rain Collector; E – TFA Dostmann 47.3005.01) and a manual Hellmann rain gauge (H), which was taken as reference. The results showed that the most frequent differences in the rain gauges tested are very small differences (in daily rainfall totals Δ≤0.1 mm). They account for 63–86% of the days. On the other hand, large (1.0<Δ≤5.0 mm) and very large (Δ>5.0 mm) differences are most frequent in type D, respectively: 12% and 5% of days. This type, as the only one of the tested types, is characterised by the occurrence of days with very large differences with respect to rain gauge H. The tested rain gauges of the same type do not show the same sign of difference with respect to the reference rain gauge, as there are both negative and positive differences. The C type rain gauge shows the smallest average difference of daily precipitation totals against the H-type rain gauge (+0.04 mm). On the other hand, the average differences for types A and B are negative and amount to –0.1 and –0.2 mm, respectively. In contrast, the average difference for type D is +0.2 mm. Some amateur rain gauges perform better or similar to operationally used rain gauges of automatic networks. Types A, C and B can be used in voluntary networks with appropriate and continuous human supervision and their results used, as an additional source of information, for operational purposes at IMGW-PIB or other hydrological and meteorological services. The rain gauge D is useful only during warm season. Type E was not suitable for the conditions of the experiment for technical reasons.
2021 年 8 月至 2022 年 9 月期间,波兰气象和水资源管理研究所--国家研究所(波兰语缩写:IMGW-PIB)对每日降水总量进行了平行实验测量。测量使用了 5 种业余雨量计(A - CliMET CM1016;B - TFA Dostmann 47.1008;C - TFA Dostmann 47.1000;D - Davis 6466 AeroCone 雨量收集器;E - TFA Dostmann 47.3005.01)和作为参考的手动赫尔曼雨量计(H)。结果表明,所测试的雨量计中最常见的差异是非常小的差异(日降雨总量 Δ≤0.1 毫米)。它们占了天数的 63-86%。另一方面,大差异(1.0<Δ≤5.0 毫米)和超大差异(Δ>5.0 毫米)在 D 型中最为常见,分别占 12% 和 5%:12%和 5%。同类型雨量计与参考雨量计之间的差值符号不尽相同,既有负差,也有正差。C 型雨量计与 H 型雨量计的日降水总量平均差异最小(+0.04 毫米)。另一方面,A 型和 B 型雨量计的平均差异为负值,分别为-0.1 毫米和-0.2 毫米。相比之下,D 型雨量计的平均差值为 +0.2 毫米。一些业余雨量计的性能优于或类似于实际使用的自动网络雨量计。A 型、C 型和 B 型雨量计可在适当和持续的人工监督下在自愿网络中使用,其结果可作为 IMGW-PIB 或其他水文和气象服务机构业务目的的额外信息来源。D 型雨量计仅在暖季有用。由于技术原因,E 型雨量计不适合试验条件。
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引用次数: 0
Observation and numerical simulation of terrain-induced airflow leading to low level windshear at the Hong Kong ­International Airport based on Range-Height-Indicator scans of a LIDAR 基于激光雷达的范围-高度-指示器扫描对香港国际机场导致低空风切变的地形诱发气流进行观测和数值模拟
IF 1.2 4区 地球科学 Q4 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-01-01 DOI: 10.1127/metz/2024/1221
Pak Wei Chan, P. Cheung, K. K. Lai
A Doppler Light Detection And Ranging (LIDAR) system is set up downstream of a small hill of Lantau Island near the Hong Kong International Airport to perform range-height-indicator (RHI) scans to monitor airflow disturbances by the terrain in a tropical cyclone case and to study the feasibility of alerting the low level windshear to be encountered by the aircraft leaving the airport. This is the first time that RHI scans are performed regularly downstream of the small hill. The scans show many interesting features of terrain-disrupted airflow, including tiny vortex of reverse flow and higher-speed wind streaks. The latter are found to be associated with the low level windshear reported by the pilots. The airflow features are simulated using a high resolution numerical weather prediction model. It turns out that the higher-speed wind streaks could be reproduced successfully. However, the reverse flow does not show up well in the simulation.
在香港国际机场附近的大屿山一座小山的下游设置了一个多普勒光探测和测距(LIDAR)系统,进行测距-高度-指示器(RHI)扫描,以监测热带气旋情况下地形对气流的干扰,并研究对离开机场的飞机可能遇到的低空风切变发出警报的可行性。这是首次在小山下游定期进行 RHI 扫描。扫描显示了地形破坏气流的许多有趣特征,包括微小的逆流涡旋和高速风纹。发现后者与飞行员报告的低空风切变有关。利用高分辨率数值天气预报模型模拟了气流特征。结果发现,较高速度的风条纹可以成功再现。然而,反向气流在模拟中表现不佳。
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引用次数: 0
Contrail formation and persistence conditions for alternative fuels 替代燃料的烟霞形成和持续条件
IF 1.2 4区 地球科学 Q4 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-01-01 DOI: 10.1127/metz/2024/1178
Sina Hofer, Klaus Gierens, Susanne Rohs
In order to counteract global warming, the European Green Deal was made to improve the journey to a sustainable future. This also has an impact on aviation, because in the future the growth in air traffic must no longer lead to rising emissions, but even all aviation CO2 emissions have to be reduced to zero to achieve the goal of climate-neutral aviation by 2050. There are several approaches for new propulsion solutions and sustainable vehicle configurations and operations. A promising approach is the use of modern fuels. These include drop-in fuels (kerosene-like fuels) but also revolutionary concepts such as the use of liquid hydrogen or of liquid natural gas, electric flying, and mixed forms of these. These approaches have certain advantages regarding the climate impact, but not all processes and effects are fully understood, especially their effects on contrails and their properties, frequency, and lifetime. In this study, we analyse 10 years of airborne and reanalysis data of temperature and humidity to see, how much more persistent contrails would be formed if kerosene were replaced by alternative fuels of different energy-specific water vapour emission indices, which are generally higher for alternative fuels. It turns out, that the amount of additional persistent contrails is quite minor for drop-in fuels, which are already used nowadays, but it is larger for another kind of fuels, such as methane and liquid hydrogen.
为了应对全球变暖,欧洲制定了 "绿色协议",以改善通往可持续未来的旅程。这对航空业也有影响,因为在未来,航空交通量的增长决不能再导致排放量的增加,甚至所有航空业的二氧化碳排放量都必须降至零,以实现到 2050 年航空业气候中和的目标。新的推进解决方案以及可持续的飞行器配置和运行有多种方法。一个很有前景的方法是使用现代燃料。这包括无须改造的燃料(类似煤油的燃料),也包括革命性的概念,如使用液态氢或液态天然气、电动飞行以及这些燃料的混合形式。这些方法在气候影响方面具有一定的优势,但并非所有的过程和影响都已完全了解,特别是它们对反气云及其特性、频率和寿命的影响。在这项研究中,我们分析了 10 年的机载和再分析温度和湿度数据,以了解如果用不同能源的水蒸气排放指数(替代燃料的水蒸气排放指数通常更高)的替代燃料取代煤油,会形成多长时间的持续性忌影。结果表明,对于目前已经在使用的无须添加燃料来说,额外形成的持续性忌尘数量很小,但对于另一种燃料,如甲烷和液氢,则会更大。
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引用次数: 0
Application of a climate impact evaluation methodology to compare turboprop and jet aircraft 应用气候影响评估方法比较涡轮螺旋桨飞机和喷气式飞机
IF 1.2 4区 地球科学 Q4 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-01-01 DOI: 10.1127/metz/2024/1188
Fulya Keles, Oliver Weiss, Regina Pouzolz
In order to design aircraft for minimum impact on climate, appropriate evaluation tools must be integrated early in the aircraft design loop and account for both CO2 and non‑CO2 effects. This paper evaluates the impact of CO2, NOx emissions, and contrail formation from turboprops (D328 and D328eco) compared to jets (A320, ERJ135) using such simplified evaluation tools, namely the climate response models AirClim and LEEA. Operational parameters such as distance and altitude are varied, and we propose two one-dimensional correction methods to adjust the climate impact of contrails for aircraft size. Compared to turboprops, jets have higher fuel burn and fly on average at higher altitudes, where the impact from contrails is higher. Based on our assumptions, we show that turboprop aircraft have the capability to compete with larger aircraft and outperform regional jets in terms of climate impact per passenger-kilometre.
为了将飞机设计对气候的影响降到最低,必须在飞机设计的早期阶段整合适当的评估工具,并考虑二氧化碳和非二氧化碳的影响。本文使用此类简化评估工具,即气候响应模型 AirClim 和 LEEA,评估了涡轮螺旋桨飞机(D328 和 D328eco)与喷气式飞机(A320、ERJ135)相比在二氧化碳、氮氧化物排放和烟云形成方面的影响。我们改变了飞行距离和飞行高度等运行参数,并提出了两种一维修正方法来调整飞机大小对气候的影响。与涡轮螺旋桨飞机相比,喷气式飞机燃烧的燃料更多,平均飞行高度更高,因此受到的逆流影响也更大。根据我们的假设,我们证明涡轮螺旋桨飞机有能力与大型飞机竞争,并且在每乘客-公里的气候影响方面优于支线喷气式飞机。
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引用次数: 0
Volatile contributions to aviation nvPM: a mass spectrometric analysis of nvPM emissions 航空核污染物排放中的挥发性成分:对核污染物排放的质谱分析
IF 1.2 4区 地球科学 Q4 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-01-01 DOI: 10.1127/metz/2024/1185
Z. Yu, R.C. Miake-Lye
Certification standards for non-volatile particulate matter (nvPM) emissions from aircraft engines have recently been adopted by ICAO as the CAEP10 standard in 2016 and the CAEP11 standard in 2019. The measurements of the nvPM levels are prescribed in ICAO (2019) and SAE documents (2021). The measurement system specifications are designed to minimize the volatile contributions to the measured nvPM quantities. In a series of “certification-like” measurement campaigns that were used to collect data for developing the ICAO nvPM standards, the volatile particulate matter (vPM) contributions to the measured nvPM were quantified. An Aerosol Mass Spectrometer (AMS) in concert with a Cavity Attenuation Phase Shift (CAPS) monitor were used to measure the vPM and nvPM levels, respectively. These vPM contributions are primarily representative of coatings on the nvPM soot particles. Data from a range of engine designs were collected and the relative amounts of vPM to nvPM were ascertained to determine how much the vPM component could affect the nvPM quantification. For the engines evaluated, which span a variety of in‑service engines in the commercial fleet, the vPM contributions are small, averaging 3 % of the nvPM mass value, and were usually relatively independent of engine power condition.
国际民航组织最近通过了飞机发动机非挥发性颗粒物 (nvPM) 排放认证标准,即 2016 年的 CAEP10 标准和 2019 年的 CAEP11 标准。国际民航组织(2019 年)和美国汽车工程师学会(SAE)文件(2021 年)规定了非挥发性颗粒物排放水平的测量方法。测量系统规范旨在最大限度地减少对测量的 nvPM 量的挥发性贡献。在一系列用于收集数据以制定国际民航组织 nvPM 标准的 "认证式 "测量活动中,对测量的 nvPM 中的挥发性颗粒物 (vPM) 贡献进行了量化。气溶胶质谱仪 (AMS) 和空穴衰减相移 (CAPS) 监测器分别用于测量挥发性微粒物质和非挥发性微粒物质的水平。这些 vPM 贡献主要代表了 nvPM 烟尘颗粒上的涂层。我们收集了一系列发动机设计的数据,并确定了 vPM 和 nvPM 的相对数量,以确定 vPM 部分对 nvPM 量化的影响程度。所评估的发动机涵盖了商业机队中的各种在役发动机,其中 vPM 的贡献很小,平均占 nvPM 质量值的 3%,而且通常与发动机功率状况相对无关。
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引用次数: 0
Analysis of the different faces of a nocturnal urban heat island 夜间城市热岛的不同面貌分析
4区 地球科学 Q4 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2023-09-18 DOI: 10.1127/metz/2023/1182
Günter Gross
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引用次数: 0
Linkages between Arctic and Mid-Latitude Weather and Climate: Unraveling the Impact of Changing Sea Ice and Sea Surface Temperatures during Winter 北极和中纬度天气和气候之间的联系:揭示冬季海冰和海面温度变化的影响
4区 地球科学 Q4 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2023-09-11 DOI: 10.1127/metz/2023/1154
Ralf Jaiser, M. Akperov, A. Timazhev, E. Romanowsky, D. Handorf, I.I. Mokhov
{"title":"Linkages between Arctic and Mid-Latitude Weather and Climate: Unraveling the Impact of Changing Sea Ice and Sea Surface Temperatures during Winter","authors":"Ralf Jaiser, M. Akperov, A. Timazhev, E. Romanowsky, D. Handorf, I.I. Mokhov","doi":"10.1127/metz/2023/1154","DOIUrl":"https://doi.org/10.1127/metz/2023/1154","url":null,"abstract":"","PeriodicalId":49824,"journal":{"name":"Meteorologische Zeitschrift","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135938169","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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