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An Approach for Selecting Observationally-Constrained Global Climate Model Ensembles for Regional Climate Impacts and Adaptation Studies in Canada 为加拿大区域气候影响和适应研究选择观测约束的全球气候模式集的方法
IF 1.2 4区 地球科学 Q4 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2023-08-01 DOI: 10.1080/07055900.2023.2239194
D. Jeong, Alex J. Cannon
Abstract Given the growing number of global climate models (GCMs) with simulations available for impacts and adaptation studies, methods have been introduced to select models that are ‘fit-for-purpose’. This study applies a GCM selection process to historical and future climate projections from 38 and 43 GCMs contributing to the fifth and sixth phases of the Coupled Model Intercomparison Project (CMIP5 and CMIP6). Models are selected based on historical performance, with a further selection step targeted at reducing interdependencies between closely related model variants and ensemble members. Ten performance measures are calculated based on climatological statistics (mean, standard deviation, and seasonal cycle) of three climate variables (precipitation, sea level pressure, and surface air temperature (SAT)), as well as SAT warming trend for the 1985–2014 period. Performance is assessed over Canada and six Canadian sub-regions, at both annual and seasonal timescales. As initial-condition members and minor variants of GCMs are not independent, a representative democracy approach – using ensemble averages of initial-condition members and including only the best performance model among minor variants – is employed to reduce redundancy in selected subsets. There is a strong correlation between recent warming trends and future warming projections across Canada; therefore, observed SAT warming trends are recognized as important observational-constraints to aid in model selection. By removing “hot models” that fail to reproduce the historical SAT warming trend, a representative subset of observationally-constrained GCMs projects lower annual SAT than model democracy (using all model runs assuming independence and equal plausibility) over Canada and six Canadian sub-regions for 2071–2100.
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引用次数: 0
Distinctive Features of Monsoon-TC Joint Rainfall over Western North Pacific and its Relationship with the Maritime Continent Thermal Condition 北太平洋西部季风- tc联合降水特征及其与海陆热条件的关系
IF 1.2 4区 地球科学 Q4 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2023-06-08 DOI: 10.1080/07055900.2023.2221217
Jingying Wang, Zhiwei Wu
ABSTRACT The East Asian summer monsoon (EASM) and tropical cyclones (TCs) in the Western North Pacific (WNP) are both responsible for the East Asian summer rainfall, yet most studies only examine their rainfall separately. In this study, the East Asian summer rainfall for the past 39-years (1983-2021, May to September) is divided into three categories: monsoon rainfall without TCs’ influence (monsoon-only rainfall), TC rainfall independent of monsoon (TC-only rainfall) and monsoon-TC joint (MS-TC) rainfall. Compared with the other two categories, MS-TC rainfall exhibits distinctive features. During strong MS-TC years, a distinct cyclonic anomaly centre prevails over tropical WNP with anomalous southeasterlies extending from the tropics to the subtropics. Large rainfall centres are located at the west edge of the northern Philippines, the Philippine Basin, and the Korean Peninsula. The WNP Subtropical High (WNPSH) withdrawals eastward, with an eastward extension of the monsoon trough. These circulation configurations provide favourable environmental conditions for more northward movements of TCs, including low-level positive relative vorticity and enhanced vertical motion in WNP. Observational and theoretical analysis results show that anomalous thermal conditions in the southern Maritime Continent (MC) (97.5°−112.5°E, 8°−18°S) in early spring (March to April) can be a precursor for anomalous MS-TC rainfall. Strong MS-TC rainfall is usually preceded by depressed convection and anomalous westerlies near the MC. These anomalies can persist through the following summer and induce the positive feedback of cooling sea surface temperature (SST) in MC and cyclonic anomalies in tropical WNP through the wind-evaporation-SST (WES) effect and local Hadley circulation anomalies. The linear baroclinic model (LBM) experiments demonstrate that enhanced convection in tropical WNP further maintains the anomalous cyclone through Gill's response, which in turn modulates the distribution and amount of MS-TC rainfall.
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引用次数: 0
Changes in the West Africa Monsoon Precipitation Extremes during ENSO developing Phases ENSO发展阶段西非季风降水极值的变化
IF 1.2 4区 地球科学 Q4 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2023-05-02 DOI: 10.1080/07055900.2023.2202656
Sacré Régis Mailly Didi, Moussa Diakhaté, A. Diedhiou
ABSTRACT A 37-year record of rainfall gridded data covering West Africa and a Global Sea Surface Temperature (SST) dataset are used to investigate the remote influence of SST anomalies in the Equatorial Pacific on the interannual variability of West Africa’s extreme rainfall indices over the period 1981–2018. The top five (5) years with the strongest and weakest peak of Niño3.4 SST monthly anomalies are selected, and May-to-September (MJJAS) composite anomalies of the total and extreme rainfall indices are performed. Results reveal that Equatorial Pacific SST’s impacts on daily rainfall intensity are generally more robust than that on their frequency. The significant changes in the mean zonal atmospheric circulation associated with the SST lead to significant dynamic and thermodynamic changes that affect the West African monsoon system locally. During El Niño (La Niña) years, (i) a weakening (strengthening) of the Tropical Easterly Jet (TEJ), (ii) a strengthening (weakening), and southward (northward) shift position of the African Easterly Jet (AEJ), and (iii) a decrease (increase) of the monsoon flow are noted. These changes in the atmospheric circulation prevent (encourage) a supply of moisture, resulting in a reduction (increase) in extreme precipitation observed across West Africa. Equatorial eastern Pacific warming (cooling) is also shown to lead to stable (unstable) atmospheric conditions over West Africa that block (generate) the development of convective systems.
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引用次数: 0
Performance of the Canadian Arctic Prediction System during the YOPP Special Observing Periods 加拿大北极预报系统在YOPP特殊观测期的表现
IF 1.2 4区 地球科学 Q4 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2023-04-05 DOI: 10.1080/07055900.2023.2191831
B. Casati, T. Robinson, F. Lemay, M. Køltzow, T. Haiden, E. Mekis, F. Lespinas, V. Fortin, G. Gascon, J. Milbrandt, Greg Smith
ABSTRACT As a contribution to the Year of Polar Prediction (YOPP), Environment and Climate Change Canada (ECCC) developed the Canadian Arctic Prediction System (CAPS), a high-resolution (3-km horizontal grid-spacing) deterministic Numerical Weather Prediction (NWP) system that ran in real-time from February 2018 to November 2021. During YOPP, ECCC was also running two other operational systems that cover the Arctic: the 10-km Regional Deterministic Prediction System (RDPS) and the 25-km Global Deterministic Prediction System (GDPS). The performance of these three systems over the Arctic was monitored and routinely compared during 2018, both subjectively and with objective verification scores. This work provides a description of CAPS and compares the surface variable objective verification for the Canadian deterministic NWP systems operational during YOPP, focusing on the Arctic winter and summer Special Observing Periods (Feb-March and July-Aug-Sept, 2018). CAPS outperforms RDPS and GDPS in predicting near-surface temperature, dew-point temperature, wind and precipitation, in both seasons and domains. All three systems exhibit a diurnal cycle in the near-surface temperature biases, with maxima at night and minima in day-time. In order to mitigate representativeness issues associated with complex topography, model tile temperatures are adjusted to the station elevation by applying a standard atmosphere lapse-rate: especially for the coarse-resolution models, the lapse-rate adjustment reduces the temperature cold biases characterising mountain terrains. Verification of winter precipitation is performed by adjusting solid precipitation measurement errors from the undercatch in windy conditions: the Canadian models’ systematic positive bias, which was artificially inflated by the undercatch, is reduced by the adjustment, to attain neutral bias. These YOPP dedicated intense verification activities have identified some strengths, weaknesses and systematic behaviours of the Canadian deterministic prediction systems at high latitudes: these results can serve as a benchmark, for comparison and further development. Moreover, this YOPP verification exercise has revealed some issues related to the verification of surface variables and has led to the development of better verification practices for the polar regions (and beyond).
摘要作为对极地预测年(YOPP)的贡献,加拿大环境与气候变化中心(ECCC)开发了加拿大北极预测系统(CAPS),这是一个高分辨率(3公里水平网格间距)确定性数值天气预测(NWP)系统,于2018年2月至2021年11月实时运行。在YOPP期间,ECCC还运行了另外两个覆盖北极的作战系统:10公里区域确定性预测系统(RDPS)和25公里全球确定性预测系统。2018年,对这三个系统在北极上空的性能进行了主观和客观验证分数的监测和常规比较。这项工作提供了CAPS的描述,并比较了在YOPP期间运行的加拿大确定性NWP系统的表面变量目标验证,重点是北极冬季和夏季特殊观测期(2018年2月至3月和7月至8月至9月)。CAPS在预测近地表温度、露点温度、风和降水方面,在季节和领域都优于RDPS和GDPS。所有三个系统在近地表温度偏差中都表现出昼夜循环,夜间最大,白天最小。为了缓解与复杂地形相关的代表性问题,通过应用标准大气衰减率,将模型瓦片温度调整到站点高程:特别是对于粗分辨率模型,衰减率调整降低了山区地形的温度-冷偏差。冬季降水量的验证是通过在多风条件下调整底盘上的固体降水量测量误差来进行的:加拿大模型的系统正偏差(由底盘人为膨胀)通过调整而减少,以获得中性偏差。这些YOPP专门的密集验证活动已经确定了加拿大高纬度确定性预测系统的一些优势、弱点和系统行为:这些结果可以作为比较和进一步发展的基准。此外,这次YOPP验证演习揭示了一些与表面变量验证有关的问题,并为极地(及其他地区)制定了更好的验证实践。
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引用次数: 0
Seasonal Variability of the Ocean Circulation in Queen Charlotte Strait, British Columbia 不列颠哥伦比亚省夏洛特女王海峡海洋环流的季节变化
IF 1.2 4区 地球科学 Q4 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2023-03-16 DOI: 10.1080/07055900.2023.2184321
Y. Lin, L. Bianucci
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引用次数: 0
Additional Possible Cause of the Erratic 2009 Monsoon Over South and East Asia: Large-Scale Change in the Upper Tropospheric Temperature 2009年南亚和东亚季风不稳定的其他可能原因:对流层上层温度的大尺度变化
IF 1.2 4区 地球科学 Q4 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2023-02-27 DOI: 10.1080/07055900.2023.2177136
B. H. Vaid, X. Liang
ABSTRACT It has been recognized by the scientific community for many years that erratic monsoon attribution should be prioritized in order to meet the growing demand for reliable monsoon forecasts. It is believed that the severe 2009 drought in the South and East Asian regions was caused by an erratic monsoon season, which has sparked enormous interest in its cause. In this study, we have identified a factor in the upper troposphere, i.e. the large-scale upper tropospheric temperature, which may have potentially functioned as a new cause. We have observed that a major change in the upper tropospheric temperature occurred, with one region over Central Asia and another over the eastern Tibetan Plateau; also observed is the interaction between these two local systems. The thermal wind link suggests that the 2009 circulations over the two different regions at 250 hPa – are characterized by a cyclone and an anti-cyclone over Central Asia and the eastern Tibetan Plateau, respectfully, and that this could be the dynamic cause of the 2009 monsoon prediction failure. Subtropical jets provide a means of connecting the dynamical systems in the two different regions, which have enhanced the convection over Central Asia and reduced the convection over South and East Asia during that period. Also revealed is the role of the thermodynamic processes, specifically the role of the vertical thermal contrast (VTC) over Central Asia and the eastern Tibetan Plateau, which is responsible for changing the convective patterns during the 2009 monsoon season. This is further substantiated by the inferred causal relationship between the upper VTC and longwave fluxes (LWFs) at the top of the atmosphere.
摘要多年来,科学界一直认为,为了满足对可靠季风预报日益增长的需求,应优先考虑不稳定的季风归属。据信,2009年南亚和东亚地区的严重干旱是由不稳定的季风季节造成的,这引发了人们对其原因的极大兴趣。在这项研究中,我们确定了对流层上层的一个因素,即大规模的对流层上层温度,这可能是一个新的原因。我们观察到,对流层上层温度发生了重大变化,一个地区位于中亚,另一个地区在青藏高原东部;还观察到这两个局部系统之间的相互作用。热风联系表明,2009年两个不同地区上空的环流为250 hPa——分别在中亚和青藏高原东部上空以气旋和反气旋为特征,这可能是2009年季风预测失败的动力原因。副热带急流为连接这两个不同地区的动力系统提供了一种手段,在这一时期增强了中亚的对流,减少了南亚和东亚的对流。还揭示了热力过程的作用,特别是中亚和青藏高原东部的垂直热对比(VTC)的作用,这是2009年季风季节对流模式变化的原因。这一点进一步得到了高层VTC和大气顶部长波通量(LWF)之间推断的因果关系的证实。
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引用次数: 0
Impact of Westerly Wind Bursts (WWBs) on ENSO based on a Hybrid Coupled Model: Part II – ENSO Prediction 基于混合耦合模型的西风爆发对ENSO的影响:第二部分——ENSO预测
IF 1.2 4区 地球科学 Q4 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2023-02-17 DOI: 10.1080/07055900.2023.2173555
Md Tabrez Alam, Youmin Tang, Siraj Ul Islam
ABSTRACT With a westerly wind burst (WWB) parameterization scheme introduced into a hybrid coupled model (HCM), we investigated in Part 1 of this study the impact of WWBs on El Nino – Southern Oscillation (ENSO) simulation features, including asymmetry, phase locking, and diversity. In the second part, we investigate the impact of WWBs on ENSO prediction skills. To achieve this, two ensemble experiments, one with WWBs and one without WWBs, are performed to evaluate the predictions of sea surface temperature (SST) anomalies. The results show that both experiments can predict the SST anomalies in the equatorial central and eastern Pacific up to lead times of 12 months. The correlation coefficient between the model and observations shows that the WWB experiment produces better prediction skills than the experiment without WWBs, especially at lead times longer than four months during El Niño events. This result is consistent with the expectation that the WWB parameterization scheme plays an important role in describing physical processes, which is indicated in Part 1. We also presented a predictability analysis for Central Pacific (CP) and Eastern Pacific (EP) El Niño events. The prediction of both types of El Niño events is also improved by the WWB parameterization scheme at long lead times.
在混合耦合模型(HCM)中引入西风爆发(WWB)参数化方案,研究了西风爆发对厄尔尼诺-南方涛动(ENSO)模拟特征的影响,包括不对称性、锁相性和多样性。在第二部分中,我们研究了wbs对ENSO预测技能的影响。为了实现这一目标,进行了两个集合实验,一个是有水波场,一个是没有水波场,以评估海表温度(SST)异常的预测。结果表明,这两个实验都可以预测赤道中、东太平洋海温异常,预测时间可达12个月。模型与观测值的相关系数表明,与不含水源源的试验相比,有水源源的试验具有更好的预测能力,特别是在El Niño事件期间,提前期超过4个月的预测能力更强。这一结果与第1部分中所指出的WWB参数化方案在描述物理过程中发挥重要作用的期望是一致的。我们还提出了中太平洋(CP)和东太平洋(EP) El Niño事件的可预测性分析。在较长的提前期,WWB参数化方案也改善了这两种类型的El Niño事件的预测。
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引用次数: 0
Interannual Variations of Sea-ice Extent in the Okhotsk Sea – A Pan-Okhotsk Climate System Perspective 鄂霍次克海海冰范围的年际变化——泛鄂霍次克气候系统视角
IF 1.2 4区 地球科学 Q4 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2023-02-14 DOI: 10.1080/07055900.2023.2175639
H. Ueda, Masaya Kuramochi, H. Mitsudera
ABSTRACT This study investigated interannual variations in the late winter (January–March) sea-ice extent in the Okhotsk Sea (OS) and its relationship with the atmospheric circulation from 1971 to 2018. During heavy sea-ice years, negative air temperature anomalies are broadly discernable between the northeastern part of Eurasia and the North Pacific including the coastal polynyas adjacent to the northern and western coast of the OS. Cold air mass (CAM) genesis indicates the importance of the insulation effect of sea-ice in the persistent cold air temperatures in the OS. Light sea-ice years are marked by anomalous southeasterly winds and the resultant warm air advection associated with increases in extratropical cyclones. Southeasterly anomalies are associated with the weakening of the Aleutian low. Upper-tropospheric anticyclones dominating around the OS are closely connected with intensified convection in the vicinity of the South China Sea through propagation of a stationary Rossby wave relevant to La Niña-like warm sea surface temperature anomalies. The seasonal evolution of the CAM amount, sea ice in the Sea of Okhotsk, and the Aleutian low suggest that there may be chain feedback between them.
研究了1971 - 2018年鄂霍次克海冬末(1 - 3月)海冰范围的年际变化及其与大气环流的关系。在海冰丰沛的年份,欧亚大陆东北部和北太平洋(包括与欧亚大陆北部和西部海岸相邻的沿海多冰区)之间的气温普遍呈负异常。冷气团的形成表明海冰的保温作用在东亚地区持续的冷空气温度中起着重要作用。轻海冰年的特点是反常的东南风和由此产生的暖空气平流,与温带气旋的增加有关。东南异常与阿留申低压的减弱有关。在OS周围占主导地位的对流层上层反气旋通过与La Niña-like海温异常相关的静止Rossby波传播与南海附近对流增强密切相关。CAM量、鄂霍次克海海冰和阿留申低潮的季节变化表明它们之间可能存在链式反馈。
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引用次数: 0
Comparison of SMOS, SMAP and In Situ Sea Surface Salinity in the Gulf of St. Lawrence 圣劳伦斯湾SMOS、SMAP和现场海面盐度的比较
IF 1.2 4区 地球科学 Q4 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2022-12-21 DOI: 10.1080/07055900.2022.2155103
J. Dumas, D. Gilbert
ABSTRACT The Gulf of St. Lawrence (GSL) is an Eastern Canada semi-enclosed sea under the influence of the freshwater discharge from the Great Lakes – St. Lawrence River drainage basin. Studying the variability of oceanographic conditions in the GSL under a changing climate is important for ecosystem and fisheries management. To supplement the available in situ sea surface salinity (SSS) measurements with satellite SSS data, this study compares all available years of Soil Moisture Ocean Salinity (SMOS) and Soil Moisture Active and Passive (SMAP) satellite SSS to in situ SSS observations. Despite the relatively cold water and proximity to land and sea ice, the satellite SSS is able to capture the interannual variability and annual cycle of SSS in the GSL, with correlations ranging from 0.80 to 0.85 in the Southern GSL, and 0.22 to 0.77 in the Northern GSL. All satellite SSS data products were able to detect the very low salinity year of 2017 in the Southern GSL.
摘要圣劳伦斯湾(GSL)是受五大湖-圣劳伦斯河流域淡水排放影响的加拿大东部半封闭海域。研究气候变化下GSL海洋条件的变化对生态系统和渔业管理具有重要意义。为了用卫星SSS数据补充现有的现场海面盐度(SSS)测量结果,本研究将所有可用年份的土壤水分海洋盐度(SMOS)和土壤水分主动和被动(SMAP)卫星SSS与现场SSS观测结果进行了比较。尽管水相对较冷,靠近陆地和海冰,但卫星SSS能够捕捉到GSL中SSS的年际变化和年周期,其相关性在南部GSL为0.80至0.85,在北部GSL为0.22至0.77。所有卫星SSS数据产品都能够探测到2017年南部GSL的盐度非常低的年份。
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引用次数: 0
Nitrous Oxide Distributions in the Oxygenated Water Column of the Sargasso Sea 马尾藻海含氧水柱中氧化亚氮的分布
IF 1.2 4区 地球科学 Q4 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2022-12-15 DOI: 10.1080/07055900.2022.2153325
Annaliese C. S. Meyer, J. Cullen, D. Grundle
ABSTRACT This study presents dissolved nitrous oxide (N2O) concentrations in the water column at the Bermuda Atlantic Time-series Study (BATS) station and uses a subset of these measurements to estimate air-to-sea flux for four specific time points between September 2018 and June 2019. N2O concentrations at BATS were in the range of 4.0 nmol L−1–16.9 nmol L−1, with vertical profiles which were the mirror inverse of dissolved oxygen. Regardless of season, N2O concentration maxima were found within the oxygen minimum zone (OMZ). The highest maximum N2O values were observed in November and lowest in October. As the water column at BATS remains consistently at dissolved oxygen concentrations greater than 140 µmol L−1, and therefore aerobic, we assume that the bulk of N2O production occurs through nitrification. A nitrification source is supported by a correlation between excess N2O (ΔN2O) below the mixed layer, apparent oxygen utilization (AOU) and nitrate concentrations. We estimate a pooled average yield of 0.027% to 0.038% N2O from nitrification at BATS. Finally, estimates of air–sea exchange of N2O using regional average monthly wind speeds indicated that this region acts as a weak source or a sink of atmospheric N2O, and varies between months.
本研究展示了百慕大大西洋时间序列研究(BATS)站水柱中溶解的一氧化二氮(N2O)浓度,并使用这些测量数据的一个子集来估计2018年9月至2019年6月四个特定时间点的海气通量。N2O浓度在4.0 nmol L−1 ~ 16.9 nmol L−1之间,垂直分布与溶解氧相反。无论季节如何,N2O浓度最大值均出现在氧最小带(OMZ)内。N2O最大值在11月最高,10月最低。由于BATS的水柱始终保持溶解氧浓度大于140µmol L−1,因此是好氧的,我们假设大部分N2O的产生是通过硝化作用发生的。混合层下过量N2O (ΔN2O)、表观氧利用率(AOU)和硝酸盐浓度之间的相关性支持硝化源。我们估计BATS的硝化反应的合计平均N2O产量为0.027%至0.038%。最后,利用区域月平均风速估算的N2O海气交换表明,该区域是大气N2O的弱源或汇,且在月份之间存在差异。
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引用次数: 0
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Atmosphere-Ocean
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