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Theoretical Studies on the Motions of Cloud and Precipitation Particles—A Review 云和降水粒子运动的理论研究综述
Pub Date : 2022-08-22 DOI: 10.3390/meteorology1030019
Pao K. Wang
The theoretical studies on the flow fields around falling cloud and precipitation particles are briefly reviewed. The hydrodynamics of these particles, collectively called hydrometeors, are of central importance to cloud development and dissipation, which impact both the short-term weather and long-term climate processes. This review focuses on the solutions of the appropriate Navier–Stokes equations around the falling hydrometeor, particularly those obtained by numerical methods. The hydrometeors reviewed here include cloud drops, raindrops, cloud ice crystals, snow aggregates, conical graupel, and smooth and lobed hailstones. The review is made largely in chronological order so that readers can obtain a sense of how the research in this field has progressed over time. Although this review focuses on theoretical studies, brief summaries of laboratory experiments and field observations on this subject are also provided so as to substantiate the calculation results. An outlook is given at the end to describe future works necessary to improve our knowledge in this area.
本文简要回顾了关于落云和降水颗粒周围流场的理论研究。这些粒子统称为水成物,它们的流体动力学对云的发展和消散至关重要,影响着短期天气和长期气候过程。本文综述了围绕着落水流星的适当的Navier-Stokes方程的解,特别是用数值方法得到的解。这里回顾的水成物包括云滴、雨滴、云冰晶、雪团、圆锥形霰、光滑的和分叶的冰雹。这篇综述主要是按时间顺序进行的,以便读者可以了解这个领域的研究是如何随着时间的推移而进展的。虽然本文的重点是理论研究,但也提供了关于该主题的实验室实验和现场观察的简要总结,以证实计算结果。最后展望了未来的工作,以提高我们在这方面的知识。
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引用次数: 0
Validation of Precipitation Type Forecasts Based on ECMWF’s Ensemble Model for Hungary 基于ECMWF集合模式的匈牙利降水类型预报的验证
Pub Date : 2022-08-09 DOI: 10.3390/meteorology1030018
Dóra Cséke, I. Ihász
Forecasts of precipitation type are of high priority, as they have a large influence on human safety, the economy and the environment. In recent decades, methods of statistical post-processing of numerical weather prediction (NWP) outputs were only applied beside the experience of the operational forecasters. In the last few years, numerical models developed significantly; thus, precipitation type has become a variable directly calculated in some models. In the European Centre for Medium-Range Weather Forecasts (ECMWF) integrated forecast system (IFS) model, a new method has been used since 2015 to predict the type of precipitation. In this study, we examine the forecast of the ECMWF IFS ensemble model concerning precipitation type through ensemble verification and a case study on a freezing-rain situation for the territory of Hungary. We put emphasis on the investigation of the usability of ensemble forecasts. We introduce the developed forms of visualization supporting the interpretation of ensemble precipitation-type forecasts.
降水类型的预报对人类安全、经济和环境有很大的影响,因此具有很高的优先级。近几十年来,数值天气预报(NWP)输出的统计后处理方法仅应用于业务预报员的经验之外。在过去的几年里,数值模式有了很大的发展;因此,降水类型已成为一些模式直接计算的变量。在欧洲中期天气预报中心(ECMWF)综合预报系统(IFS)模式中,自2015年以来使用了一种新方法来预测降水类型。在这项研究中,我们通过集合验证和对匈牙利境内冻雨情况的案例研究来检验ECMWF IFS集合模式对降水类型的预测。我们重点研究了集合预测的可用性。我们介绍了支持集合降水型预报解释的可视化的发展形式。
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引用次数: 1
Process Studies of the Impact of Land-Surface Resolution on Convective Precipitation Based on High-Resolution ICON Simulations 基于高分辨率ICON模拟的地表分辨率对对流降水影响过程研究
Pub Date : 2022-07-31 DOI: 10.3390/meteorology1030017
Shweta Singh, N. Kalthoff
This study investigated the relevant processes responsible for differences of convective precipitation caused by land-surface resolution. The simulations were performed with the ICOsahedral Nonhydrostatic model (ICON) with grid spacing of 156 m and Large Eddy Simulation physics. Regions of different orographic complexity, days with weak synoptic forcing and favourable convective conditions were selected. The resolution of land-surface properties (soil type, vegetation) and/or the orography was reduced from 156 to 5000 m. Analyses are based on backward trajectories (Lagrangian Analysis Tool (LAGRANTO)), heat budget and convective organisation potential (COP) calculations. On average, the relative difference of areal mean daily precipitation at 1250 and 5000 m land-surface resolutions compared to 156 m were 6% and 15%, respectively. No consistent dependency of precipitation on orography or land-surface properties was found. Both factors impact convective initiation over areas with embedded mesoscale-sized land-surface heterogeneities. The position of convective precipitation was often influenced by the resolution of orography. Coarsening from 156 to 5000 m considerably changed the location of wind convergence and associated convection initiation. It also affects the onset times of clouds (<20 min) and precipitation (≈1 h). Cloud aggregation and microphysical processes proved to be important for further development towards convective precipitation.
本研究探讨了地表分辨率引起对流降水差异的相关过程。采用网格间距为156 m的icoshedral non - hydrostatic模型(ICON)和大涡模拟物理模型进行了模拟。选取地形复杂程度不同、天气强迫较弱、对流条件有利的地区。地表性质(土壤类型、植被)和/或地形的分辨率从156米降低到5000米。分析基于后向轨迹(拉格朗日分析工具(LAGRANTO))、热收支和对流组织势(COP)计算。与156 m相比,1250 m和5000 m的面平均日降水量的平均相对差值分别为6%和15%。降水对地形或陆地表面性质没有一致的依赖性。这两个因素都会影响嵌入中尺度陆面非均质区域的对流起始。对流降水的位置经常受到地形分辨率的影响。156 ~ 5000 m粗化极大地改变了风辐合的位置和相关的对流起始。它还影响云的开始时间(<20 min)和降水(≈1 h)。云聚集和微物理过程被证明对进一步发展为对流降水很重要。
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引用次数: 1
Probabilistic Evaluation of the Multicategory Seasonal Precipitation Re-Forecast 多类别季节降水再预报的概率评价
Pub Date : 2022-07-13 DOI: 10.3390/meteorology1030016
Yiwen Xu
The Meteo-France seasonal forecasting system 7 provides a 7-month forecast range with 25 ensembles. The seasonal precipitation re-forecast (from May to November 1993–2015) was evaluated by the Brier score in terms of accuracy and reliability based on tercile probabilities. Multiple analyses were performed to assess the robustness of the score. These results show that the spatial distribution of the Brier score depends significantly on tercile thresholds, reference data, sampling methods, and ensemble types. Large probabilistic errors over the dry regions on land and the Nino regions in the Pacific can be reduced by adjusting the tercile thresholds. The forecast errors were identified when they were insensitive to different analysis methods. All the analyses detected that the errors increase/decrease with the lead time over the tropical Indian/Pacific Ocean. The intra-seasonal analysis reveals that some of these errors are inherited from monthly forecasts, which may be related to large-scale, short-term variability modes. A new confidence interval calculation was formulated for the “uncertain” case in the reference data. The confidence interval at a 95% level for the mean Brier score over the entire tropical region was quantified. The best estimations are ~6% the mean Brier score for both the above and below-normal terciles.
法国气象局的季节预报系统7提供了7个月的预报范围,包括25个集合。利用Brier分值对1993-2015年5 - 11月季节降水再预报的准确性和可靠性进行了评价。进行多项分析以评估评分的稳健性。结果表明,Brier分值的空间分布主要受阈值、参考数据、采样方法和集合类型的影响。陆地干旱地区和太平洋尼诺地区的大概率误差可以通过调整温度阈值来减小。当预测误差对不同的分析方法不敏感时,就会被识别出来。所有分析都发现,在热带印度洋/太平洋上空,误差随提前时间的增加而增加/减少。季节内分析显示,其中一些误差来自月度预报,可能与大尺度、短期变率模式有关。针对参考数据中的“不确定”情况,提出了一种新的置信区间计算方法。整个热带地区的平均Brier评分在95%水平上的置信区间被量化。对于上述和低于正常水平的品种,最好的估计是平均Brier评分的~6%。
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引用次数: 1
Trends in ANPP Response to Temperature in Wetland Meadows across a Subcontinental Gradient in Patagonia 巴塔哥尼亚次大陆梯度湿地草甸ANPP对温度的响应趋势
Pub Date : 2022-06-17 DOI: 10.3390/meteorology1020015
J. Irisarri, P. Cipriotti, M. Texeira, Matias H. Curcio
Due to ongoing global warming, seasonal patterns of aboveground net primary production (ANPP) may be altered by temperature trends. Of particular interest is the seasonal association between ANPP and temperature at the beginning of the growing season (the period encompassing minimum to maximum ANPP), where two contrasting mechanisms are in tension. On the one hand, the restrictions exerted by low temperatures in winter may be relaxed, increasing the slope of seasonal association between ANPP and temperature over the years. On the other hand, increases in temperature may increase water demand, reducing the slope over time. Across 543 wetland meadow areas in Patagonia, we estimated ANPP and obtained temperature records on a monthly basis from 2001 to 2019. The seasonal association between ANPP and temperature, tested through linear regression, was statistically significant in 96% of the cases (9921/10317 (543 wetland areas × 19 growing seasons)). The fitted linear models explained, on average, 84% of ANPP seasonal (June–December) variations. Through regression trees, we found out that the two tested mechanisms, the relaxation of temperature restriction and the increase in water demand, showed clear spatial patterns. The relaxation due to temperature increase took place at higher latitudes, but the water-limiting mechanism increased over mid-latitude areas.
由于全球持续变暖,地表净初级生产量(ANPP)的季节格局可能受到温度趋势的改变。特别令人感兴趣的是生长季节开始时ANPP和温度之间的季节性关联(包括最小到最大ANPP的时期),其中两种截然不同的机制处于紧张状态。一方面,冬季低温的限制可能被放宽,增加了ANPP与气温的季节关联斜率。另一方面,温度升高可能会增加对水的需求,随着时间的推移减少坡度。在巴塔哥尼亚543个湿地草甸地区,我们估算了2001年至2019年的ANPP,并获得了每月的温度记录。通过线性回归检验,96%的病例(9921/10317(543个湿地面积× 19个生长季节))的ANPP与温度的季节相关性具有统计学意义。拟合的线性模型平均解释了84%的ANPP季节性(6 - 12月)变化。通过回归树分析,发现温度限制放松和需水量增加两种机制具有明显的空间格局。温度升高引起的弛豫发生在高纬度地区,但中纬度地区限水机制增强。
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引用次数: 2
Observations on the Frequency, Duration, and Geographical Extent of Summertime Cold-Front Activity in the Southeastern USA: 1973–2020 美国东南部夏季冷锋活动频率、持续时间和地理范围的观测:1973-2020
Pub Date : 2022-06-02 DOI: 10.3390/meteorology1020014
T. Mitchell, P. Knapp, Jason T. Ortegren
We analyzed summertime (June–August) cold-front activity via frequency and duration in the southeastern USA during 1973–2020 to summarize and identify the temporal trends of the annual and total number of hours associated with cold fronts, cold-front days, and multi-day cold-front events. Using data from 34 ASOS Network stations, we defined summertime cold fronts as events that lowered the dew point temperature below 15.56 °C (< 60 °F). Additionally, we examined 500 hPa geopotential height anomalies associated with years with cold front frequency/duration deviations of +/− 1.0 SD. The extent of the cold-front activity exhibited a north–south latitudinal gradient with a more southerly latitudinal expression on the east side of the Appalachian Mountains and was negligible south of the 30°N latitude. The cold-front activity was most prominent during the first half of June. Our results suggest that all three metrics of summertime cold-front activity were stable at a regional scale during the 48-year study period with a few (three–five) stations experiencing significant decreases. A regional-scale stability was coincident with significant increases in minimum, maximum, and average summertime temperatures in the southeastern USA. Years with either above-average or below-average cold-front activity were concurrent with synoptic conditions that supported either troughing or ridging in the southeastern USA. We conclude that the observed weakening in the southeastern USA warming hole is the result of external and/or internal forcings unrelated to reductions in anomalously cool summer weather.
我们分析了1973-2020年美国东南部夏季(6 - 8月)冷锋活动的频率和持续时间,以总结和确定与冷锋、冷锋日数和多日冷锋事件相关的年和总小时数的时间趋势。利用来自34个ASOS网络站点的数据,我们将夏季冷锋定义为露点温度低于15.56°C(< 60°F)的事件。此外,我们还研究了500 hPa位势高度异常与冷锋频率/持续时间偏差为+/−1.0 SD的年份相关。冷锋活动范围呈现南北纬向梯度,在阿巴拉契亚山脉东侧表现为偏南纬向,在北纬30°以南可以忽略不计。冷锋活动在6月上半月最为突出。结果表明,在48年的研究期间,夏季冷锋活动的三个指标在区域尺度上都是稳定的,有几个站(3 - 5个)出现了显著的下降。区域尺度的稳定与美国东南部夏季最低、最高和平均气温的显著增加相一致。冷锋活动高于或低于平均水平的年份与支持美国东南部槽或脊的天气条件同时发生。我们的结论是,观测到的美国东南部变暖空洞的减弱是外部和/或内部强迫的结果,与夏季异常凉爽天气的减少无关。
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引用次数: 2
Evaluation of Satellite-Derived Signatures for Three Verified Hailstorms in Central Argentina 阿根廷中部三次验证冰雹的卫星衍生特征评价
Pub Date : 2022-05-13 DOI: 10.3390/meteorology1020013
Anthony C. Bernal Ayala, A. Rowe, L. Arena, A. Desai
Córdoba Province in Argentina is a global hotspot for deep hail-producing storms. Previous studies of hail formation and detection largely relied on satellite snapshots or modeling studies, but lacked hail validation, relying instead on proxy metrics. To address this limitation, this study used hail collected in the mountainous Córdoba region in collaboration with the citizen science program “Cosecheros de Granizo 2018–2020” including from a record-breaking hail event and from the 2018–2019 RELAMPAGO field campaign. Three cases including a MCS and two supercells, which have verified hail in different environment locations relative to the Sierras de Córdoba, were analyzed for multi-spectral signatures in GOES-16 satellite data. Brightness temperatures decreased over time after convective initiation, reaching values cooler than the tropopause with variations around those values of different magnitudes. Overall, all cases exhibited a slight weakening of the updraft and strong presence of smaller ice crystal sizes just prior to the hail report, especially for the larger hailstones. The results demonstrate promise in using satellite proxies for hail detection in multiple environments for different storm modes. The long-term goal is to better understand hail-producing storms and unique challenges of forecasting hail in this region.
阿根廷Córdoba省是全球产生深雹风暴的热点地区。以前对冰雹形成和探测的研究主要依赖于卫星快照或建模研究,但缺乏冰雹验证,而是依赖于代理指标。为了解决这一限制,本研究使用了与公民科学计划“2018-2020年格兰尼泽(Cosecheros de Granizo)”合作在山区Córdoba地区收集的冰雹,包括来自破纪录的冰雹事件和2018-2019年RELAMPAGO野外活动的冰雹。研究人员分析了GOES-16卫星数据中的多光谱特征,其中包括一个MCS和两个超级单体,它们在相对于Córdoba山脉的不同环境位置验证了冰雹。在对流开始后,亮度温度随着时间的推移而下降,达到比对流层顶更冷的值,并且在这些值周围有不同幅度的变化。总的来说,在冰雹报告之前,所有的情况都显示上升气流略有减弱,并且存在更小的冰晶尺寸,特别是对于较大的冰雹。结果表明,在不同风暴模式的多种环境下,使用卫星代理进行冰雹探测是有希望的。长期目标是更好地了解产生冰雹的风暴和预测该地区冰雹的独特挑战。
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引用次数: 1
Do Airports Have Their Own Climate? 机场有自己的气候吗?
Pub Date : 2022-04-26 DOI: 10.3390/meteorology1020012
W. Gough, Andrew C. W. Leung
Sixty-four airport climate records were examined across Canada. Day-to-day (DTD) temperature variability metrics were used to assess the nature of the local environment. In total, 86% of the airports were assessed as peri-urban, reflective of either their location at the fringe of the urban centers or the creation of a peri-urban microclimate by the airport itself. The remaining nine stations were identified using a previously identified metric as marine, or “mountain”, a new category developed in this study. The analysis included a proposal for a decision flow chart to identify the nature of the local climate based on DTD thermal variability. An analysis of the peri-urban thermal metric and population indicated that a peri-urban climate was consistently identified for airports independent of the magnitude of the local population (or urbanization), lending support to the idea of a localized “airport” climate that matched peri-urban characteristics.
研究人员检查了加拿大各地64个机场的气候记录。使用日常(DTD)温度变化度量来评估当地环境的性质。总的来说,86%的机场被评估为半城市,反映了它们位于城市中心边缘的位置或机场本身创造的半城市微气候。其余9个监测站使用先前确定的度量标准确定为海洋或“山地”,这是本研究中开发的一个新类别。分析包括一个决策流程图的建议,以确定基于DTD热变率的当地气候的性质。对城市周边热指标和人口的分析表明,机场的城市周边气候与当地人口(或城市化)的大小无关,这支持了与城市周边特征相匹配的局部“机场”气候的观点。
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引用次数: 3
Climate Uncertainties: A Personal View 气候不确定性:个人观点
Pub Date : 2022-04-18 DOI: 10.3390/meteorology1020011
M. McIntyre
This essay takes a brief personal look at aspects of the climate problem. The emphasis will be on some of the greatest scientific uncertainties, as suggested by what is known about past as well as present climates, including tipping points that likely occurred in the past and might occur in the near future. In the current state of knowledge and understanding, there is massive uncertainty about such tipping points. For one thing, there might or might not be a domino-like succession, or cascade, of tipping points that ultimately sends the climate system into an Eocene-like state, after an uncertain number of centuries. Sea levels would then be about 70 m higher than today, and surface storminess would likely reach extremes well outside human experience. Such worst-case scenarios are highly speculative. However, there is no way to rule them out with complete confidence. Credible assessments are outside the scope of current climate prediction models. So there has never in human history been a stronger case for applying the precautionary principle. Today there is no room for doubt—even from a purely financial perspective—about the need to reduce greenhouse gas emissions urgently and drastically, far more than is possible through so-called “offsetting”.
这篇文章对气候问题的各个方面作了简要的个人探讨。重点将放在一些最大的科学不确定性上,如对过去和现在气候的了解,包括可能在过去发生和可能在不久的将来发生的临界点。在目前的知识和理解状态下,这些临界点存在巨大的不确定性。首先,在不确定的数个世纪之后,可能会也可能不会出现多米诺骨牌式的继承或连锁反应,最终使气候系统进入始新世式的状态。届时海平面将比今天高出70米左右,地表风暴可能会达到人类从未经历过的极端程度。这种最坏的情况是高度推测性的。然而,没有办法完全有把握地排除它们。可信的评估超出了当前气候预测模型的范围。因此,在人类历史上,从未有过比这更有力的理由来应用预防原则。今天,即使从纯粹的财政角度来看,也毫无疑问,迫切而大幅度地减少温室气体排放的必要性远远超过了通过所谓的“抵消”所能做到的。
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引用次数: 2
The First Five Years of the Operational Runs of the Numerical Tools for Hurricane Forecast (NTHF) during the North Atlantic Tropical Cyclone Season 北大西洋热带气旋季节飓风预报数值工具(NTHF)首五年的运行情况
Pub Date : 2022-04-13 DOI: 10.3390/meteorology1020010
A. Pérez‐Alarcón, J. C. Fernández-Alvarez
In this study, we evaluated the ability of the Numerical Tools for Hurricane Forecast (NTHF) system, operational at the Department of Meteorology of the Higher Institute of Technologies and Applied Sciences, University of Havana, Cuba, for forecasting the intensity and trajectory of the North Atlantic (NATL) tropical cyclones (TCs). To assess the ability of the NTHF system in the first five years (2016–2020) of operational runs, we used the best tracks from the National Hurricane Center HURDAT2 database. The errors in the track forecast increased linearly from 41 km at 6 h to 356 km at 120 h. In addition, NTHF underestimates the intensity of TCs, especially those that reach Category 3+ hurricanes on the Saffir–Simpson wind scale. Overall, the mean absolute error in forecasting the maximum wind speed (minimum pressure) ranged from 26.5 km/h (7 hPa) to 33.7 km/h (11.7 hPa). Moreover, the highest BIAS in the intensity forecast was found in the first 48 h, suggesting that model initialization is the main driver of NTHF errors in the forecast maximum wind speed and the minimum central pressure of TCs in the North Atlantic Basin.
在这项研究中,我们评估了在古巴哈瓦那大学高等技术与应用科学学院气象系运行的飓风预报数值工具(NTHF)系统预测北大西洋(NATL)热带气旋(tc)强度和轨迹的能力。为了评估NTHF系统在运营运行的前五年(2016-2020年)的能力,我们使用了国家飓风中心HURDAT2数据库中的最佳路径。路径预报误差从6 h时的41 km增加到120 h时的356 km,呈线性增加趋势。此外,NTHF低估了tc的强度,特别是那些达到萨菲尔-辛普森风尺度3+级的飓风。总的来说,预报最大风速(最小气压)的平均绝对误差在26.5 km/h (7 hPa)到33.7 km/h (11.7 hPa)之间。在强度预报中,前48 h偏差最大,说明模式初始化是NTHF对北大西洋盆地tc最大风速和最小中心气压预报误差的主要驱动因素。
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引用次数: 1
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Agricultural Meteorology
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