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Impact of ASOS Real-Time Quality Control on Convective Gust Extremes in the USA ASOS实时质量控制对美国对流阵风极端天气的影响
Pub Date : 2023-06-13 DOI: 10.3390/meteorology2020017
N. Cook
Most damage to buildings across the contiguous United States, in terms of number and total cost, is caused by gusts in convective events associated with thunderstorms. Their assessment relies on the integrity of meteorological observations. This study examines the impact on risk due to valid gust observations culled erroneously by the real-time quality control algorithm of the US Automated Surface Observation System (ASOS) after 2013. ASOS data before 2014 are used to simulate the effect of this algorithm at 450 well-exposed stations distributed across the contiguous USA. The peak gust is culled in around 10% of these events causing significant underestimates of extreme gusts. The full ASOS record, 2000–2021, is used to estimate and map the 50-year mean recurrence interval (MRI) gust speeds, the conventional metric for structural design. It is concluded that recovery of erroneously culled observations is not possible, so the only practical option to eliminate underestimation is to ensure that the 50-year MRI gust speed at any given station is not less than the mean for nearby surrounding stations. This also affects stations where values are legitimately lower than their neighbors, which represents the price that must be paid to eliminate unacceptable risk.
就数量和总成本而言,美国相邻地区建筑物的大部分损坏是由与雷暴相关的对流事件中的阵风造成的。他们的评估依赖于气象观测的完整性。本研究考察了2013年后美国自动地面观测系统(ASOS)实时质量控制算法错误剔除有效阵风观测值对风险的影响。利用2014年以前的ASOS数据,在分布在美国连续地区的450个暴露良好的台站模拟该算法的效果。峰值阵风被剔除在这些事件的10%左右,导致严重低估了极端阵风。2000-2021年的完整ASOS记录用于估计和绘制50年平均复发间隔(MRI)阵风速度,这是结构设计的常规指标。结论是,不可能恢复错误剔除的观测值,因此消除低估的唯一实际选择是确保任何给定站点的50年MRI阵风速度不小于附近周围站点的平均值。这也影响到那些价值比邻居低的加油站,这代表了必须支付的价格来消除不可接受的风险。
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引用次数: 1
Evaluation of Vertical Profiles and Atmospheric Boundary Layer Structure Using the Regional Climate Model CCLM during MOSAiC 利用区域气候模式CCLM估算MOSAiC期间垂直廓线和大气边界层结构
Pub Date : 2023-06-07 DOI: 10.3390/meteorology2020016
G. Heinemann, Lukas Schefczyk, Rolf Zentek, I. Brooks, S. Dahlke, A. Walbröl
Regional climate models are a valuable tool for the study of the climate processes and climate change in polar regions, but the performance of the models has to be evaluated using experimental data. The regional climate model CCLM was used for simulations for the MOSAiC period with a horizontal resolution of 14 km (whole Arctic). CCLM was used in a forecast mode (nested in ERA5) and used a thermodynamic sea ice model. Sea ice concentration was taken from AMSR2 data (C15 run) and from a high-resolution data set (1 km) derived from MODIS data (C15MOD0 run). The model was evaluated using radiosonde data and data of different profiling systems with a focus on the winter period (November–April). The comparison with radiosonde data showed very good agreement for temperature, humidity, and wind. A cold bias was present in the ABL for November and December, which was smaller for the C15MOD0 run. In contrast, there was a warm bias for lower levels in March and April, which was smaller for the C15 run. The effects of different sea ice parameterizations were limited to heights below 300 m. High-resolution lidar and radar wind profiles as well as temperature and integrated water vapor (IWV) data from microwave radiometers were used for the comparison with CCLM for case studies, which included low-level jets. LIDAR wind profiles have many gaps, but represent a valuable data set for model evaluation. Comparisons with IWV and temperature data of microwave radiometers show very good agreement.
区域气候模式是研究极地气候过程和气候变化的重要工具,但模式的性能必须用实验数据来评价。采用区域气候模式CCLM模拟马赛克期,水平分辨率为14 km(整个北极)。CCLM在预测模式(嵌套在ERA5中)中使用,并使用了一个热力学海冰模型。海冰浓度来自AMSR2数据(C15运行)和MODIS数据(C15MOD0运行)的高分辨率数据集(1公里)。利用探空数据和不同剖面系统的数据对该模型进行了评估,重点关注了冬季(11月至4月)。与无线电探空数据的比较显示温度、湿度和风的一致性非常好。11月和12月ABL存在冷偏,C15MOD0运行时偏小。相比之下,3月和4月有较低水平的暖偏,C15周期的低偏偏较小。不同海冰参数化的影响仅限于300 m以下的高度。高分辨率激光雷达和雷达风廓线以及来自微波辐射计的温度和综合水汽(IWV)数据被用于与CCLM进行案例研究的比较,其中包括低空射流。激光雷达风廓线有许多空白,但为模型评估提供了有价值的数据集。与微波辐射计测得的IWV和温度数据比较,结果吻合较好。
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引用次数: 0
Heuristic and Bayesian Tornado Prediction in Complex Terrain of Southern Wyoming 怀俄明州南部复杂地形的启发式和贝叶斯龙卷风预测
Pub Date : 2023-05-26 DOI: 10.3390/meteorology2020015
Thomas A. Andretta
A heuristic technique for tornado forecasting in the complex terrain of southern Wyoming is proposed for the weather sciences community. This novel approach is based on seasonal tornado climatology and observed mesoscale conditions obtained from in-situ surface and Doppler weather radar sources. The methodology is applied to four severe thunderstorm events which formed tornadoes during the spring and summer months of 2018 and 2019 in Albany County of Wyoming. Tornadic evolution is associated with supercell thunderstorms forming along moisture convergence axes of a dryline and updraft interactions with air mass stretching and shearing over the complex terrain. Applying Bayes’ theorem to each case, there is a low to high (30 to 80%) posterior probability associated with vortex detection.
为气象科学界提出了一种启发式技术,用于怀俄明州南部复杂地形的龙卷风预报。这种新方法是基于季节性龙卷风气候学和从地面和多普勒天气雷达源获得的观测中尺度条件。该方法应用于2018年春季和2019年夏季在怀俄明州奥尔巴尼县形成龙卷风的四次严重雷暴事件。龙卷风的演变与沿干线的水汽辐合轴形成的超级单体雷暴以及在复杂地形上与气团拉伸和剪切的上升气流相互作用有关。将贝叶斯定理应用于每种情况,与漩涡检测相关的后验概率从低到高(30到80%)。
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引用次数: 0
Assessment of Winter Urban Heat Island in Ljubljana, Slovenia 斯洛文尼亚卢布尔雅那冬季城市热岛评价
Pub Date : 2023-05-09 DOI: 10.3390/meteorology2020014
M. Ogrin, Domen Svetlin, Sašo Stefanovski, Barbara Lampič
Although the urban heat island (UHI) phenomenon is more commonly studied in summer, its influence is also important in winter. In this study, the authors focused on the winter UHI in Ljubljana (Slovenia) and its impact on the urban population, as well as in comparison with a UHI study from 2000. Through a combination of mobile and stationary temperature measurements in different parts of the city, the winter intensity of the UHI in Ljubljana was studied in a dense spatial network of measurements. It was found that the intensity of the winter UHI in Ljubljana decreases as winters become warmer and less snowy. The results showed that the winter UHI in Ljubljana intensifies during the night and reaches the greatest intensity at sunrise. During the winter radiation type of weather, the warmest part of Ljubljana reaches an intensity of 3.5 °C in the evening. In total, 22% of the urban area is in the evening UHI intensity range of 2–4 °C, and 65% of the urban population lives in this range. In the morning, the UHI in Ljubljana has a maximum intensity of 5 °C. The area of >4 °C UHI intensity covers 7% of the urban area, and 28% of the total urban population lives in this area. Higher temperatures in urban centers in winter lead to a longer growing season, fewer snow cover days, lower energy consumption and cold stress, and lower mortality from cold-related diseases compared to the colder periphery.
虽然城市热岛现象在夏季研究较多,但其影响在冬季也很重要。在这项研究中,作者关注了卢布尔雅那(斯洛文尼亚)的冬季城市热岛及其对城市人口的影响,并与2000年的一项城市热岛研究进行了比较。通过结合城市不同地区的移动和固定温度测量,在密集的空间测量网络中研究了卢布尔雅那的冬季热岛强度。结果表明,卢布尔雅那冬季热岛强度随着冬季变暖、降雪量减少而减小。结果表明:卢布尔雅那冬季热岛在夜间增强,日出时强度最大;在冬季辐射类型的天气中,卢布尔雅那最温暖的部分在晚上达到3.5°C的强度。总体而言,22%的城市面积处于2-4°C的夜间热岛强度范围内,65%的城市人口生活在此范围内。卢布尔雅那早晨的热岛热最大强度为5°C。热岛热岛强度>4°C的地区占城市面积的7%,占城市总人口的28%。与寒冷的外围地区相比,城市中心的冬季气温较高,导致生长季节更长,积雪天数更少,能源消耗和寒冷压力更低,与寒冷相关疾病的死亡率也更低。
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引用次数: 0
Barotropic Instability during Eyewall Replacement 眼壁更换过程中的正压不稳定性
Pub Date : 2023-04-20 DOI: 10.3390/meteorology2020013
C. Slocum, Richard K. Taft, J. Kossin, W. Schubert
Just before making landfall in Puerto Rico, Hurricane Maria (2017) underwent a concentric eyewall cycle in which the outer convective ring appeared robust while the inner ring first distorted into an ellipse and then disintegrated. The present work offers further support for the simple interpretation of this event in terms of the non-divergent barotropic model, which serves as the basis for a linear stability analysis and for non-linear numerical simulations. For the linear stability analysis the model’s axisymmetric basic state vorticity distribution is piece-wise uniform in five regions: the eye, the inner eyewall, the moat, the outer eyewall, and the far field. The stability of such structures is investigated by solving a simple eigenvalue/eigenvector problem and, in the case of instability, the non-linear evolution into a more stable structure is simulated using the non-linear barotropic model. Three types of instability and vorticity rearrangement are identified: (1) instability across the outer ring of enhanced vorticity; (2) instability across the low vorticity moat; and (3) instability across the inner ring of enhanced vorticity. The first and third types of instability occur when the rings of enhanced vorticity are sufficiently narrow, with non-linear mixing resulting in broader and weaker vorticity rings. The second type of instability, most relevant to Hurricane Maria, occurs when the radial extent of the moat is sufficiently narrow that unstable interactions occur between the outer edge of the primary eyewall and the inner edge of the secondary eyewall. The non-linear dynamics of this type of instability distort the inner eyewall into an ellipse that splits and later recombines, resulting in a vorticity tripole. This type of instability may occur near the end of a concentric eyewall cycle.
就在登陆波多黎各之前,飓风玛丽亚(2017年)经历了一个同心眼壁循环,其中外对流环看起来很坚固,而内环首先扭曲成椭圆形,然后解体。目前的工作为非发散正压模式对这一事件的简单解释提供了进一步的支持,该模式是线性稳定性分析和非线性数值模拟的基础。在线性稳定性分析中,模型的轴对称基态涡量分布在眼、眼壁、护城河、眼壁和远场5个区域是均匀的。通过求解一个简单的特征值/特征向量问题来研究这种结构的稳定性,在不稳定的情况下,使用非线性正压模型模拟非线性演变成更稳定的结构。通过分析,确定了三种不稳定和涡度重排类型:(1)涡度增强外环的不稳定;(2)低涡度护城河的不稳定性;(3)跨内环涡度增强的不稳定性。第一种和第三种不稳定性发生在涡度增强环足够窄的情况下,非线性混合导致涡度环变宽变弱。第二类不稳定与飓风玛丽亚最相关,发生在护城河的径向范围足够窄,使得初级眼壁外缘和次级眼壁内缘之间发生不稳定的相互作用时。这种不稳定性的非线性动力学使内眼壁扭曲成一个椭圆,这个椭圆先是分裂,后来又重新组合,形成涡度三极子。这种类型的不稳定可能发生在同心眼壁循环的末端附近。
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引用次数: 0
Frequency and Intensity of Landfalling Tropical Cyclones in East Asia: Past Variations and Future Projections 东亚登陆热带气旋的频率和强度:过去的变化和未来的预测
Pub Date : 2023-04-03 DOI: 10.3390/meteorology2020012
J. Chan
This paper presents the latest analyses and integrates results of many past studies on the spatial and temporal variations of the annual frequency and intensity of tropical cyclones (TCs) making landfall along different areas of the East Asian (EA) coast. Future projections of such variations based on the past investigations are also presented. No statistically significant trend in the number of landfalling TCs could be identified in most of the EA coastal regions, except for an increasing one in Vietnam and a decreasing one in South China. Multi-decadal as well as interannual variations in the frequency of landfalling TCs are prevalent in almost all the EA coastal regions. Only TCs making landfall in Vietnam and the Korean Peninsula showed an increase in landfall intensity, with no trend in the other regions. Nevertheless, more intense landfalling TCs were evident in most regions during the past two decades. Multidecadal variations were not observed in some regions although interannual variations remained large. Various oscillations in the atmospheric circulation and the ocean conditions can largely explain the observed changes in the frequency and intensity of landfalling TCs in different regions of the EA coast. In the future, most climate models project a decrease in the number of TCs making landfall but an increase in the intensity of these TCs in all the EA coastal regions, especially for the most intense ones.
本文对东亚沿海不同地区热带气旋的年频率和强度的时空变化进行了最新分析,并综合了以往许多研究的结果。还提出了根据过去的调查对这种变化的未来预测。除越南和华南地区的台风数量呈增加趋势和减少趋势外,东亚大部分沿海地区的台风登陆数量没有统计学上的显著趋势。热带气旋登陆频率的多年代际和年际变化在几乎所有东亚沿海地区都很普遍。只有在越南和朝鲜半岛登陆的台风呈现出登陆强度增加的趋势,其他地区没有趋势。然而,在过去二十年中,大多数区域明显出现了更强烈的登陆性台风。在一些地区未观察到多年代际变化,但年际变化仍然很大。大气环流和海洋条件的各种振荡可以在很大程度上解释EA海岸不同区域观测到的tc登陆频率和强度的变化。在未来,大多数气候模式预测,所有EA沿海地区的热带气旋登陆次数将减少,但强度将增加,尤其是强度最大的热带气旋。
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引用次数: 0
A Simple Family of Tropical Cyclone Models 一个简单的热带气旋模式族
Pub Date : 2023-03-28 DOI: 10.3390/meteorology2020011
W. Schubert, Richard K. Taft, C. Slocum
This review discusses a simple family of models capable of simulating tropical cyclone life cycles, including intensification, the formation of the axisymmetric version of boundary layer shocks, and the development of an eyewall. Four models are discussed, all of which are axisymmetric, f-plane, three-layer models. All four models have the same parameterizations of convective mass flux and air–sea interaction, but differ in their formulations of the radial and tangential equations of motion, i.e., they have different dry dynamical cores. The most complete model is the primitive equation (PE) model, which uses the unapproximated momentum equations for each of the three layers. The simplest is the gradient balanced (GB) model, which replaces the three radial momentum equations with gradient balance relations and replaces the boundary layer tangential wind equation with a diagnostic equation that is essentially a high Rossby number version of the local Ekman balance. Numerical integrations of the boundary layer equations confirm that the PE model can produce boundary layer shocks, while the GB model cannot. To better understand these differences in GB and PE dynamics, we also consider two hybrid balanced models (HB1 and HB2), which differ from GB only in their treatment of the boundary layer momentum equations. Because their boundary layer dynamics is more accurate than GB, both HB1 and HB2 can produce results more similar to the PE model, if they are solved in an appropriate manner.
这篇综述讨论了能够模拟热带气旋生命周期的简单模式族,包括增强、边界层冲击轴对称版本的形成和眼壁的发展。讨论了四种轴对称、f平面、三层模型。这四种模式具有相同的对流质量通量和海气相互作用的参数化,但它们的径向和切向运动方程的公式不同,即它们具有不同的干动力核心。最完整的模型是原始方程(PE)模型,它对三层中的每一层都使用非近似的动量方程。最简单的是梯度平衡(GB)模型,它用梯度平衡关系代替了三个径向动量方程,用一个诊断方程代替了边界层切向风方程,该诊断方程本质上是局部Ekman平衡的高罗斯比数版本。边界层方程的数值积分证实了PE模型能产生边界层激波,而GB模型不能。为了更好地理解GB和PE动力学的这些差异,我们还考虑了两种混合平衡模型(HB1和HB2),它们与GB的不同之处在于它们对边界层动量方程的处理。由于HB1和HB2的边界层动力学比GB更精确,因此,如果采用适当的方法求解,HB1和HB2都可以得到更接近PE模型的结果。
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引用次数: 0
Early Career Scientists’ (ECS) Contributions to Meteorology 早期职业科学家对气象学的贡献
Pub Date : 2023-03-15 DOI: 10.3390/meteorology2010010
E. Bucchignani
The importance of meteorological events is felt in everyday life and the critical impact of the weather on human activities has led to the development of the science of weather forecasting [...]
气象事件的重要性在日常生活中都能感受到,天气对人类活动的重要影响导致了天气预报科学的发展[…]
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引用次数: 0
A Statistical Model for Estimating the Amount of Monthly Global Radiation in the Horizontal Plane 估算水平面每月全球辐射量的统计模型
Pub Date : 2023-03-10 DOI: 10.3390/meteorology2010009
K. Tar, A. Kircsi
In addition to dynamic methods, purely statistical models, i.e., findings from the statistical analysis of the existing measured database, also play an important role in predicting the different characteristics of climate elements. In our article, we try to estimate the monthly amount of global radiation in each day of the month. In our previous articles, we presented the sliding-average model developed for estimating the average or amount of a climatic element, measured over a time interval, from within the interval. A version of this model for estimating the end-of-interval sums, the sliding-sum model, was used to estimate the amount of monthly global radiation. After generating the characteristics required for the estimation and analyzing their properties, we examined the errors of the performed estimation. Our model can also help solar energy users create the schedule.
除了动态方法外,纯统计模型,即对现有实测数据库进行统计分析的结果,在预测气候要素的不同特征方面也发挥着重要作用。在我们的文章中,我们试图估计每月每一天的全球辐射量。在我们之前的文章中,我们介绍了滑动平均模型,该模型用于估计在一段时间间隔内测量的气候要素的平均值或数量。该模型的一个版本用于估计区间末总和,即滑动和模型,被用来估计每月的全球辐射量。在生成估计所需的特征并分析其属性之后,我们检查了所执行估计的误差。我们的模型还可以帮助太阳能用户创建时间表。
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引用次数: 0
The Challenges of Micro-Nowcasting and the Women’s Slope Style Event at the PyeongChang 2018 Olympic Winter Games 2018平昌冬奥会微临近预报和女子斜坡式项目的挑战
Pub Date : 2023-02-16 DOI: 10.3390/meteorology2010008
P. Joe, Gyuwon Lee, Kwonil Kim
The Women’s Slope Style event of 11–12 February 2018 at the PyeongChang 2018 Olympic Winter Games posed considerable challenges to the competitors and decision-makers, requiring sub-kilometer and sub-minute weather predictions in complex terrain. The gusty wind conditions were unfair and unsafe as the competitors could not achieve sufficient speed to initiate or complete their jumps. The term micro-nowcasting is used here to reflect the extreme high-resolution nature of these science and service requirements. The World Meteorological Organization has conducted several research development and forecast demonstration projects to advance, accelerate and promote the art of nowcasting. Data from compact automatic weather stations, located along the field of play, reported every minute and were post-processed using time series, Hovmöller and wavelet transforms to succinctly present the information. The analyses revealed dominant frequencies of about 20 min, presumed to be associated with vortex shedding from the mountain ridges, but were unable to directly capture the gusts that affected the competitors. The systemic challenges from this and previous projects are reviewed. They include the lack of adequate scientific knowledge of microscale processes, gaps in modeling, the need for post-processing, forecast techniques, managing ever-changing service requirements and highlights the role of observations and the critical role of the forecaster. These challenges also apply to future high-resolution operational weather and warning services.
2018年2月11日至12日在平昌冬季奥运会上举行的女子斜坡式项目对选手和决策者提出了相当大的挑战,需要在复杂地形下进行分公里和分分钟的天气预报。狂风条件是不公平和不安全的,因为参赛者无法达到足够的速度开始或完成他们的跳跃。这里使用“微临近预报”一词是为了反映这些科学和服务需求的高分辨率本质。世界气象组织开展了若干研究发展和预报示范项目,以推进、加速和推广临近预报技术。位于比赛场地的小型自动气象站每分钟报告一次数据,并使用时间序列,Hovmöller和小波变换进行后处理,以简洁地呈现信息。分析显示,主导频率约为20分钟,据推测与山脊上的涡流脱落有关,但无法直接捕捉到影响竞争对手的阵风。回顾了本项目和以前项目的系统性挑战。它们包括缺乏对微尺度过程的充分科学知识、建模方面的差距、后处理的需要、预报技术、管理不断变化的服务需求,并强调了观测的作用和预报员的关键作用。这些挑战也适用于未来的高分辨率业务天气和预警服务。
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引用次数: 0
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Agricultural Meteorology
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