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Adverse impact of terrain steepness on thermally driven initiation of orographic convection 地形陡峭度对热驱动的地形对流启动的不利影响
Weather and Climate Dynamics Pub Date : 2023-08-31 DOI: 10.5194/wcd-4-725-2023
Matthias Göbel, S. Serafin, M. Rotach
{"title":"Adverse impact of terrain steepness on thermally driven initiation of orographic convection","authors":"Matthias Göbel, S. Serafin, M. Rotach","doi":"10.5194/wcd-4-725-2023","DOIUrl":"https://doi.org/10.5194/wcd-4-725-2023","url":null,"abstract":"Abstract. Diurnal mountain winds precondition the environment for deep moist convection through horizontal and vertical transport of heat and moisture. They also play a key role in convection initiation, especially in strongly inhibited environments, by lifting air parcels above the level of free convection. Despite its relevance, the impact of these thermally driven circulations on convection initiation has yet to be examined systematically. Using idealized large-eddy simulations (Δx=50 m) with the Weather Research and Forecasting (WRF) model, we study the effect of cross-valley circulations on convection initiation under synoptically undisturbed and convectively inhibited conditions, considering quasi-2D mountain ranges of different heights and widths. In particular, we contrast convection initiation over relatively steep mountains (20 % average slope) and less steep ones (10 %). One distinctive finding is that, under identical environmental conditions, relatively steep mountain ranges lead to a delayed onset and lower intensity of deep moist convection, although they cause stronger thermal updrafts at ridge tops. The temporal evolution of convective indices, such as convective inhibition and convective available potential energy, shows that destabilization over the steeper mountains is slower, presumably due to lower low-level moisture. Analysis of the ridgetop moisture budget reveals the competing effects of moisture advection by the mean thermally driven circulation and turbulent moisture transport. In general, at mountaintops, the divergence of the turbulent moisture flux offsets the convergence of the advective moisture flux almost entirely. Due to the stronger ridgetop updraft, the mean advective moistening over the steeper mountains is higher; nevertheless, the total moistening is lower and the width of the updraft zone is narrower on average. Thus, buoyant updrafts over the steeper mountains are more strongly affected by the turbulent entrainment of environmental air, which depletes their moisture and cloud water content and makes them less effective at initiating deep convection. Saturated updrafts over less steep mountains, on the other hand, gain more moisture from the vapor flux at cloud base, leading to significantly higher moisture accumulation. The lower entrainment rates in these simulations are revealed by the fact that equivalent potential temperature in the cloud decreases less strongly with height than over steeper terrain. The precipitation efficiency, a measure of how much of the condensed water eventually precipitates, is considerably larger over the less steep mountains, also due to lower total condensation compared with the steeper simulations. The relationship between mountain size and precipitation amount depends on the thermodynamic profile. It is nearly linear in cases with low initial convective inhibition but more complex otherwise. The weaker convection over steeper mountains is a robust finding, valid over a ran","PeriodicalId":383272,"journal":{"name":"Weather and Climate Dynamics","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129898884","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Validation of boreal summer tropical–extratropical causal links in seasonal forecasts 季节性预报中北方夏季热带-温带因果关系的验证
Weather and Climate Dynamics Pub Date : 2023-08-14 DOI: 10.5194/wcd-4-701-2023
G. di Capua, D. Coumou, B. van den Hurk, A. Weisheimer, A. Turner, R. Donner
{"title":"Validation of boreal summer tropical–extratropical causal links in seasonal forecasts","authors":"G. di Capua, D. Coumou, B. van den Hurk, A. Weisheimer, A. Turner, R. Donner","doi":"10.5194/wcd-4-701-2023","DOIUrl":"https://doi.org/10.5194/wcd-4-701-2023","url":null,"abstract":"Abstract. Much of the forecast skill in the mid-latitudes on seasonal\u0000timescales originates from deep convection in the tropical belt. For boreal\u0000summer, such tropical–extratropical teleconnections are less well understood\u0000compared to winter. Here we validate the representation of boreal summer\u0000tropical–extratropical teleconnections in a general circulation model in\u0000comparison with observational data. To characterise variability between\u0000tropical convective activity and mid-latitude circulation, we identify the\u0000South Asian monsoon (SAM)–circumglobal teleconnection (CGT) pattern and\u0000the western North Pacific summer monsoon (WNPSM)–North Pacific high (NPH)\u0000pairs as the leading modes of tropical–extratropical coupled variability in\u0000both reanalysis (ERA5) and seasonal forecast (SEAS5) data. We calculate\u0000causal maps based on the Peter and Clark momentary conditional independence\u0000(PCMCI) causal discovery algorithm, which identifies causal links in a 2D\u0000field, to show the causal effect of each of these patterns on circulation\u0000and convection in the Northern Hemisphere. The spatial patterns and signs of\u0000the causal links in SEAS5 closely resemble those seen in ERA5, independent\u0000of the initialisation date of SEAS5. By performing a subsampling experiment\u0000(over time), we analyse the strengths of causal links in SEAS5 and show that\u0000they are qualitatively weaker than those in ERA5. We identify those regions\u0000for which SEAS5 data well reproduce ERA5 values, e.g. the southeastern USA,\u0000and highlight those where the bias is more prominent, e.g. North Africa and\u0000in general tropical regions. We demonstrate that different El Niño–Southern Oscillation phases have only a marginal effect on the strength of\u0000these links. Finally, we discuss the potential role of model mean-state\u0000biases in explaining differences between SEAS5 and ERA5 causal links.\u0000","PeriodicalId":383272,"journal":{"name":"Weather and Climate Dynamics","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127517938","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Transient anticyclonic eddies and their relationship to atmospheric block persistence 瞬态反气旋涡旋及其与大气块持续性的关系
Weather and Climate Dynamics Pub Date : 2023-08-08 DOI: 10.5194/wcd-4-683-2023
C. C. Suitters, O. Martínez‐Alvarado, K. Hodges, R. Schiemann, D. Ackerley
{"title":"Transient anticyclonic eddies and their relationship to atmospheric block persistence","authors":"C. C. Suitters, O. Martínez‐Alvarado, K. Hodges, R. Schiemann, D. Ackerley","doi":"10.5194/wcd-4-683-2023","DOIUrl":"https://doi.org/10.5194/wcd-4-683-2023","url":null,"abstract":"Abstract. Atmospheric blocking is a circulation pattern that describes the presence of large-scale, persistent anticyclones, which have the potential to bring severe impacts at the surface. However, the dynamical behaviour of blocks is still not fully understood. For example, the factors that determine the persistence of blocking events are not clear. In this study, the relationship between blocks and smaller-scale transient anticyclonic eddies is examined, with a particular focus on the impact of transients on the persistence of a block. Analysis is performed in two areas: the Euro-Atlantic and North Pacific, which are locations with both high blocking frequency and potential for severe impacts. Geopotential height anomalies at 500 hPa are used to identify blocking events and the anticyclonic transient eddies. This allows for a Eulerian definition of blocking, as well as a Lagrangian perspective on the eddies. It is found that anticyclonic eddies experience a northward acceleration prior to entering a block, which is indicative of ridge building ahead of the block but could also potentially provide evidence for the previously proposed selective absorption mechanism for block maintenance. A general pattern is found whereby longer blocks interact with more anticyclonic transients than less persistent blocks at all times of the year. This effect is strongest in winter and weakest in summer, which agrees with the fact that blocks are most persistent in winter and least persistent in summer. However, the strength of the anticyclonic eddy that interacts with a block, measured by its maximum 500 hPa geopotential height anomaly, has a more complicated relationship with block persistence. The strength of anticyclonic transient eddies is a more determining factor of block persistence in the North Pacific than in the Euro-Atlantic region. In the North Pacific the longest blocks interact with stronger eddies than the shortest blocks in all seasons except summer, when the reverse is true. By contrast, longer Euro-Atlantic blocks only result from stronger anticyclonic eddies in autumn and winter. We therefore conclude that the number of anticyclonic eddies that interact with a block is most important in determining its persistence, with the strength of the eddies having a more variable effect.\u0000","PeriodicalId":383272,"journal":{"name":"Weather and Climate Dynamics","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124794771","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
On the linkage between future Arctic sea ice retreat, Euro-Atlantic circulation regimes and temperature extremes over Europe 关于未来北极海冰退缩、欧洲-大西洋环流机制和欧洲极端温度之间的联系
Weather and Climate Dynamics Pub Date : 2023-07-31 DOI: 10.5194/wcd-4-663-2023
J. Riebold, Andy Richling, U. Ulbrich, H. Rust, T. Semmler, D. Handorf
{"title":"On the linkage between future Arctic sea ice retreat, Euro-Atlantic circulation regimes and temperature extremes over Europe","authors":"J. Riebold, Andy Richling, U. Ulbrich, H. Rust, T. Semmler, D. Handorf","doi":"10.5194/wcd-4-663-2023","DOIUrl":"https://doi.org/10.5194/wcd-4-663-2023","url":null,"abstract":"Abstract. The question to what extent Arctic sea ice loss is able to affect atmospheric dynamics and climate extremes over mid-latitudes still remains a highly debated topic. In this study we investigate model experiments from the Polar Amplification Model Intercomparison Project (PAMIP) and compare\u0000experiments with future sea ice loss prescribed over the entire Arctic, as well as only locally over the Barents and Kara seas, with a present-day reference experiment. The first step is to perform a regime analysis and analyze the change in occurrence frequencies of five computed Euro-Atlantic winter circulation regimes. Forced by future Arctic sea ice conditions, most models show more frequent occurrences of a Scandinavian blocking pattern in at least 1 winter month, whereas there is an overall disagreement between individual models on the sign of frequency changes of two regimes that, respectively, resemble the negative and positive phase of the North Atlantic Oscillation. Focusing on the ECHAM6 PAMIP experiments, we subsequently employ a framework of conditional extreme-event attribution. It demonstrates how detected regime frequency changes can be used to decompose sea-ice-induced frequency changes of European temperature extremes into two different contributions: one “changed-regime” term that is related to dynamical changes in regime occurrence frequencies and another more thermodynamically motivated “fixed-regime” contribution that is related to increased surface temperatures during a specific circulation regime. We show how the overall fixed-regime warming effect and also an increased Scandinavian blocking pattern frequency under future sea ice reductions can equally contribute to and shape the overall response signal of European cold extremes in midwinter. We also demonstrate how a decreased occurrence frequency of an anticyclonic regime over the eastern Atlantic dynamically counteracts the fixed-regime warming response and results in no significant changes in overall January warm-extreme occurrences. However, when compared to other characteristics of future climate change, such as the thermodynamical impact of globally increased sea surface temperatures, the effects of Arctic sea ice loss on European temperature extremes are of secondary relevance.\u0000","PeriodicalId":383272,"journal":{"name":"Weather and Climate Dynamics","volume":"221 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121861473","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
A composite approach to produce reference datasets for extratropical cyclone tracks: application to Mediterranean cyclones 生成温带气旋路径参考数据集的复合方法:在地中海气旋上的应用
Weather and Climate Dynamics Pub Date : 2023-07-21 DOI: 10.5194/wcd-4-639-2023
E. Flaounas, Leonardo Aragão, Lisa Bernini, Stavros Dafis, Benjamin Doiteau, H. Flocas, S. Gray, Alexia Karwat, J. Kouroutzoglou, P. Lionello, M. Miglietta, Florian Pantillon, C. Pasquero, Platon Patlakas, M. Picornell, F. Porcù, Matthew D. K. Priestley, M. Reale, M. Roberts, H. Saaroni, Dor Sandler, E. Scoccimarro, M. Sprenger, B. Ziv
{"title":"A composite approach to produce reference datasets for extratropical cyclone tracks: application to Mediterranean cyclones","authors":"E. Flaounas, Leonardo Aragão, Lisa Bernini, Stavros Dafis, Benjamin Doiteau, H. Flocas, S. Gray, Alexia Karwat, J. Kouroutzoglou, P. Lionello, M. Miglietta, Florian Pantillon, C. Pasquero, Platon Patlakas, M. Picornell, F. Porcù, Matthew D. K. Priestley, M. Reale, M. Roberts, H. Saaroni, Dor Sandler, E. Scoccimarro, M. Sprenger, B. Ziv","doi":"10.5194/wcd-4-639-2023","DOIUrl":"https://doi.org/10.5194/wcd-4-639-2023","url":null,"abstract":"Abstract. Many cyclone detection and tracking methods (CDTMs) have been developed in\u0000the past to study the climatology of extratropical cyclones. However, all\u0000CDTMs have different approaches in defining and tracking cyclone centers.\u0000This naturally leads to cyclone track climatologies with inconsistent physical\u0000characteristics. More than that, it is typical for CDTMs to produce a\u0000non-negligible number of tracks of weak atmospheric features, which do not\u0000correspond to large-scale or mesoscale vortices and can differ significantly\u0000between CDTMs. Lack of consensus in CDTM outputs and the inclusion of\u0000significant numbers of uncertain tracks therein have long prohibited the\u0000production of a commonly accepted reference dataset of extratropical cyclone\u0000tracks. Such a dataset could allow comparable results on the analysis of\u0000storm track climatologies and could also contribute to the evaluation and\u0000improvement of CDTMs. To cover this gap, we present a new methodological approach that combines\u0000overlapping tracks from different CDTMs and produces composite tracks that\u0000concentrate the agreement of more than one CDTM. In this study we apply this\u0000methodology to the outputs of 10 well-established CDTMs which were\u0000originally applied to ERA5 reanalysis in the 42-year period of 1979–2020. We\u0000tested the sensitivity of our results to the spatiotemporal criteria that\u0000identify overlapping cyclone tracks, and for benchmarking reasons, we\u0000produced five reference datasets of subjectively tracked cyclones. Results\u0000show that climatological numbers of composite tracks are substantially lower\u0000than the ones of individual CDTMs, while benchmarking scores remain high\u0000(i.e., counting the number of subjectively tracked cyclones captured by the\u0000composite tracks). Our results show that composite tracks tend to describe\u0000more intense and longer-lasting cyclones with more distinguished early,\u0000mature and decay stages than the cyclone tracks produced by individual\u0000CDTMs. Ranking the composite tracks according to their confidence level\u0000(defined by the number of contributing CDTMs), it is shown that the higher\u0000the confidence level, the more intense and long-lasting cyclones are\u0000produced. Given the advantage of our methodology in producing cyclone tracks\u0000with physically meaningful and distinctive life stages, we propose composite\u0000tracks as reference datasets for climatological research in the\u0000Mediterranean. The Supplement provides the composite\u0000Mediterranean tracks for all confidence levels, and in the conclusion we\u0000discuss their adequate use for scientific research and applications.\u0000","PeriodicalId":383272,"journal":{"name":"Weather and Climate Dynamics","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133583046","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
The role of boundary layer processes in summer-time Arctic cyclones 边界层过程在夏季北极气旋中的作用
Weather and Climate Dynamics Pub Date : 2023-07-18 DOI: 10.5194/wcd-4-617-2023
Hannah L. Croad, J. Methven, B. Harvey, S. Keeley, A. Volonté
{"title":"The role of boundary layer processes in summer-time Arctic cyclones","authors":"Hannah L. Croad, J. Methven, B. Harvey, S. Keeley, A. Volonté","doi":"10.5194/wcd-4-617-2023","DOIUrl":"https://doi.org/10.5194/wcd-4-617-2023","url":null,"abstract":"Abstract. Arctic cyclones are the most energetic weather systems in the Arctic, producing strong winds and precipitation that present major weather hazards. In summer, when the sea ice cover is reduced and more mobile, Arctic cyclones can have large impacts on ocean waves and sea ice. While the development of mid-latitude cyclones is known to be dependent on boundary layer (BL) turbulent fluxes, the dynamics of summer-time Arctic cyclones and their dependence on surface exchange processes have not been investigated. The purpose of this study is to characterise the BL processes acting in summer-time Arctic cyclones and understand their influence on cyclone evolution. The study focuses on two cyclone case studies, each characterised by a different structure during growth in the Arctic: (A) low-level-dominant vorticity (warm-core) structure and (B) upper-level-dominant vorticity (cold-core) structure, linked with a tropopause polar vortex. A potential vorticity (PV) framework is used to diagnose the BL processes in model runs from the ECMWF Integrated Forecasting System model. Both cyclones are associated with frictional Ekman pumping and downward sensible heat fluxes over sea ice. However, a third process, the frictional baroclinic generation of PV, acts differently in A and B due to differences in their low-level temperature structures. Positive PV is generated in Cyclone A near the bent-back warm front, like in typical mid-latitude cyclones. However, the same process produces negative PV tendencies in B, shown to be a consequence of the vertically aligned axisymmetric cold-core structure. This frictional process also acts to cool the lower troposphere, reducing the warm-core anomaly in A and amplifying the cold-core anomaly in B. Both cyclones attain a vertically aligned cold-core structure that persists for several days after maximum intensity, which is consistent with cooling from frictional Ekman pumping, frictional baroclinic PV generation, and downward sensible heat fluxes. This may help to explain the longevity of isolated cold-core Arctic cyclones with columnar vorticity structure.\u0000","PeriodicalId":383272,"journal":{"name":"Weather and Climate Dynamics","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132229366","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
The relationship between extra-tropical cyclone intensity and precipitation in idealised current and future climates 在理想的当前和未来气候下,热带外气旋强度与降水的关系
Weather and Climate Dynamics Pub Date : 2023-07-04 DOI: 10.5194/wcd-4-567-2023
V. Sinclair, J. Catto
{"title":"The relationship between extra-tropical cyclone intensity and precipitation in idealised current and future climates","authors":"V. Sinclair, J. Catto","doi":"10.5194/wcd-4-567-2023","DOIUrl":"https://doi.org/10.5194/wcd-4-567-2023","url":null,"abstract":"Abstract. Extra-tropical cyclones (ETCs) are the main cause of precipitation in the mid-latitudes, and there is substantial evidence that ETC-related precipitation will increase in the future. However, little is known about how this will impact on the dynamical strength of ETCs, and whether the impact will differ for different types of ETCs. We quantify the linear relationship between maximum vorticity and ETC-related precipitation in the current and idealised future climates and determine how this relationship depends on the structure and characteristics of the ETC. Three 10-year-long aqua-planet simulations are performed with a state-of-the-art global model, OpenIFS, that differ in their specified sea surface temperature (SST) distributions. A control simulation, a uniform warming simulation, and a polar amplification simulation are performed. ETCs are objectively identified using the feature-tracking software TRACK, and k-means clustering is applied to the ETC precipitation field to group the ETCs into clusters with similar precipitation structures. In all experiments, ETCs with stronger maximum vorticity are associated with more precipitation. For all cyclones considered together, we find that the slope of the linear relationship between maximum cyclone vorticity and ETC precipitation is larger in the uniform warming and polar amplification simulations than in the control simulation. We hypothesise that if an increase in precipitation in warmer climates were to feed back, via diabatic heating and potential vorticity anomalies, onto the dynamical intensity of the ETCs, precipitation and vorticity would increase at similar rates, and hence the slope of the linear regression line between precipitation and vorticity would remain similar. Our results indicate either that there is no feedback or that the increase in vorticity due to diabatic heating is masked by the decrease in the Eady growth rate which occurs in both the uniform warming and polar amplification simulations compared to the control. The k-means clustering identifies four distinct and physically realistic types of ETCs which are present in all experiments meaning that the average precipitation patterns associated with ETCs are unlikely to change in the future. The strongest dependency between ETC maximum vorticity and precipitation occurs for ETCs that have the most precipitation associated with the warm front. ETCs with the heaviest precipitation along the cold front, which are the most intense storms in terms of maximum vorticity, also exhibit a strong dependency between precipitation and maximum vorticity, but this dependency is weaker and has a smaller correlation coefficient than the warm-front ETCs. Not all ETC types exhibit a strong dependency between precipitation and maximum vorticity. ETCs located at high latitudes with weak precipitation show little dependency due to the lack of moisture, whereas ETCs with the precipitation located mainly in the centre of the ETCs have the","PeriodicalId":383272,"journal":{"name":"Weather and Climate Dynamics","volume":"574 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121329963","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Convection-parameterized and convection-permitting modelling of heavy precipitation in decadal simulations of the greater Alpine region with COSMO-CLM COSMO-CLM在高寒地区年代际模拟中对流参数化和允许对流的强降水模式
Weather and Climate Dynamics Pub Date : 2023-06-23 DOI: 10.5194/wcd-4-543-2023
A. Caldas-Alvarez, H. Feldmann, E. Lucio-Eceiza, J. Pinto
{"title":"Convection-parameterized and convection-permitting modelling of heavy precipitation in decadal simulations of the greater Alpine region with COSMO-CLM","authors":"A. Caldas-Alvarez, H. Feldmann, E. Lucio-Eceiza, J. Pinto","doi":"10.5194/wcd-4-543-2023","DOIUrl":"https://doi.org/10.5194/wcd-4-543-2023","url":null,"abstract":"Abstract. Heavy precipitation is a challenging phenomenon with high impact on human lives and infrastructure, and thus a better modelling of its characteristics can improve understanding and simulation at climate timescales. The achievement of convection-permitting modelling (CPM) resolutions (Δx<4 km) has brought relevant advancements in its\u0000representation. However, further research is needed on how the very high\u0000resolution and switching-off of the convection parameterization affects the\u0000representation of processes related to heavy precipitation. In this study,\u0000we evaluate reanalysis-driven simulations for the greater Alpine area over\u0000the period 2000–2015 and assess the differences in representing heavy\u0000precipitation and other model variables in a CPM setup with a grid size of 3 km and a regional climate model (RCM) setup at 25 km resolution using the COSMO-CLM model. We validate our simulations against high-resolution\u0000observations (E-OBS (ENSEMBLES observations), HYRAS (Hydrometeorologische Rasterdatensätze), MSWEP (Multi-Source Weighted-Ensemble Precipitation), and UWYO (University of Wyoming)). The study presents a revisited version of the precipitation severity index (PSI) for severe event detection, which is a useful method to detect severe events and is flexible for prioritizing long-lasting events and episodes affecting typically drier areas. Furthermore, we use principal component analysis (PCA) to obtain the main modes of heavy precipitation variance and the associated synoptic weather types (WTs). The PCA showed that four WTs suffice to explain the synoptic situations associated with heavy precipitation in winter, due to stationary fronts and zonal flow regimes. Whereas in summer, five WTs are needed to classify the majority of heavy precipitation events. They are associated with upper-level elongated troughs over western Europe, sometimes evolving into cutoff lows, or with winter-like situations of strong zonal circulation. The results indicate that CPM represents higher precipitation intensities, better rank correlation, better hit rates for extremes detection, and an improved representation of heavy precipitation amount and structure for selected events compared to RCM. However, CPM overestimates grid point precipitation rates, which agrees with findings in past literature. CPM systematically represents more precipitation at the mountain tops. However, the RCMs may show large intensities in other regions. Integrated water vapour and equivalent potential temperature at 850 hPa are systematically larger in RCM compared to CPM in heavy precipitation situations (up to 2 mm and 3 K, respectively) due to wetter mid-level conditions and an intensified latent heat flux over the sea. At the ground level, CPM emits more latent heat than RCM over land (15 W m−2), bringing larger specific humidity north of the Alps (1 g kg−1) and higher CAPE (convective available potential energy) values (100 J kg−1). RCM, on the contrary simulates a wetter sur","PeriodicalId":383272,"journal":{"name":"Weather and Climate Dynamics","volume":"125 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115774353","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Large uncertainty in observed estimates of tropical width from the meridional stream function 经向流函数对热带宽度的观测估计有很大的不确定性
Weather and Climate Dynamics Pub Date : 2023-06-22 DOI: 10.5194/wcd-4-531-2023
Daniel Baldassare, T. Reichler, P. Plink‐Björklund, Jacob S. Slawson
{"title":"Large uncertainty in observed estimates of tropical width from the meridional stream function","authors":"Daniel Baldassare, T. Reichler, P. Plink‐Björklund, Jacob S. Slawson","doi":"10.5194/wcd-4-531-2023","DOIUrl":"https://doi.org/10.5194/wcd-4-531-2023","url":null,"abstract":"Abstract. Recent Hadley cell expansion rate estimates vary substantially, as a multitude of methods and reanalysis datasets yield conflicting results. Among the many methods of estimating the Hadley cell width, the meridional-stream-function 500 hPa zero crossing is the most widely used, as it is directly related to the poleward edge of the Hadley cell (HC). Other common metrics use atmospheric phenomena associated with the HC as a proxy, for instance the zonal-surface-wind zero crossing. As each of these metrics requires different reanalysis data, each with varying error, the level of data-driven uncertainty differs between each metric. While previous work has analyzed the statistical and dynamical relationships between metrics, to date no study has quantified and compared the uncertainty due to reanalysis data error in different HC metrics. In this study, we use ERA5 ensemble members, which include small perturbations in atmospheric variables based on the data error, to quantify the uncertainty associated with six commonly used HC metrics as well as the range of their trend estimates. In the Northern Hemisphere, the tropical expansion rate calculated by the stream function is roughly 0.05∘ per decade, while the Southern Hemisphere rate is 0.2∘ per decade over the period from 1979–2022. Of the six metrics, only the meridional stream function and precipitation minus evaporation have substantial uncertainties. The stream function errors are large due to uncertainty in the underlying meridional-wind data and the presence of large regions of near-neutral circulation at the poleward edge of the tropics. These errors have decreased in recent decades because of improvements in the assimilated observations. Despite these improvements, metrics which use well-observed and constrained quantities such as the zonal-surface-wind zero crossing have lower uncertainty, particularly in summer and fall in the Northern Hemisphere.\u0000","PeriodicalId":383272,"journal":{"name":"Weather and Climate Dynamics","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134399404","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Future changes in the mean and variability of extreme rainfall indices over the Guinea coast and role of the Atlantic equatorial mode 几内亚海岸极端降雨指数的平均值和变率的未来变化以及大西洋赤道模态的作用
Weather and Climate Dynamics Pub Date : 2023-06-14 DOI: 10.5194/wcd-4-511-2023
K. Worou, T. Fichefet, H. Goosse
{"title":"Future changes in the mean and variability of extreme rainfall indices over the Guinea coast and role of the Atlantic equatorial mode","authors":"K. Worou, T. Fichefet, H. Goosse","doi":"10.5194/wcd-4-511-2023","DOIUrl":"https://doi.org/10.5194/wcd-4-511-2023","url":null,"abstract":"Abstract. The occurrence of climate extremes could have dramatic impacts on various sectors such as agriculture, water supply, and energy production. This study aims to understand part of the variability in the extreme rainfall indices over Guinea coast that can be related to the Atlantic equatorial mode (AEM), whose positive phases are associated with an increase in the intensity and frequency of rainfall events. We use six extreme indices computed from six observed rainfall databases and historical and SSP5-8.5 simulations from 24 general circulation models (GCMs) that participate in the sixth phase of the Coupled Model Intercomparison Project (CMIP6) to study changes in extreme rainfall events over Guinea coast during July–September. Under present-day conditions, we found that current GCMs clearly overestimate the frequency of wet events and the maximum number of consecutive wet days. The magnitude of the other extreme indices simulated is within the range of the observations which, moreover, present a large spread. Our results confirm the existing studies. However, less attention has been paid to the evaluation of the modelled rainfall extremes associated with the AEM under different climate conditions, while the variability of the AEM is expected to decrease in the future, with a potentially significant impact on the extreme events. Here, we use six (one) observed rainfall (sea surface temperature) data and 24 GCM outputs to investigate the present-day, near-term, mid-term, and long-term future links between the AEM and the extreme rainfall events over the Guinea coast. The biases in the extreme rainfall responses to the AEM are subject to a large spread across the different models and observations. For the long-term future (2080–2099), less frequent and more intense rainfall events are projected. As an illustration, the multimodel ensemble median (EnsMedian) maximum rainfall during 5 consecutive wet days (RX5day) would be 21 % higher than under present-day conditions. Moreover, the variability of the majority of the extreme indices over the Guinea coast is projected to increase (48 % for RX5day in the long-term future). By contrast, the decreased variability of the AEM in a warmer climate leads to a reduced magnitude of the rainfall extreme responses associated with AEM over the Guinea coast. While under present-day conditions the AEM explains 18 % of the RX5day variance in the EnsMedian, this value is reduced to 8 % at the end of 21st century. As a consequence, in absolute, there is a projected increase in the total variability of most of the extreme rainfall indices, but the contribution of the AEM to this variability weakens in a warmer future climate.\u0000","PeriodicalId":383272,"journal":{"name":"Weather and Climate Dynamics","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125949933","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
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