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The Diagnostic Analysis of the Thermodynamic Characteristics of Typhoon “Maysak” during Its Transformation Process 台风 "麦莎克 "转变过程中的热力学特征诊断分析
IF 2.9 4区 地球科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-01 DOI: 10.3390/atmos15091058
Guanbo Zhou, Han Du
This study utilized high-resolution numerical simulation data from the WRF model to conduct a thermodynamic diagnosis of the process by which Typhoon “Maysak” transformed and merged with the Northeast Cold Vortex. The results indicated that the continuous intrusion of cold vortex air and the relative cold advection formed by the typhoon’s movement led to the demise of the typhoon’s warm core structure. The low-level low-pressure convergence and upper-level high-pressure divergence structure disappeared. After the transformation and merging with the Northeast Cold Vortex, the cyclone became cold throughout the entire layer, with a cold center appearing at low levels. During the process of the typhoon’s transformation and merging with the Northeast Cold Vortex, cold air accumulated near the low levels of the cyclone, causing the pseudo-adiabatic potential temperature lines to tilt and resulting in the slanted development of vertical vorticity in the mid-levels of the cyclone. After the typhoon transformed and merged with the Northeast Cold Vortex, the positive vertical vorticity advection at the bottom of the upper-level cold vortex trough promoted the cyclone’s development directly from the mid-levels to the upper levels, while the jet stream at the bottom of the cold vortex trough facilitated the maintenance of the positive vertical vorticity advection. Concurrently, the thermodynamic shear vorticity parameter could describe the typical vertical structure characteristics of the dynamic and thermodynamic fields above the rain area during the typhoon transformation process. In terms of temporal evolution trends, there was a certain correspondence with the development and movement of the ground rain area, and the perturbation thermodynamic divergence parameter had a good indicative effect on the area of heavy rainfall.
本研究利用 WRF 模式的高分辨率数值模拟数据,对台风 "麦莎克 "与东北冷涡的转变和合并过程进行了热力学诊断。结果表明,冷涡空气的不断侵入和台风移动形成的相对冷平流导致了台风暖核心结构的消亡。低层低压辐合和高层高压辐合结构消失。在转变并与东北冷涡合并后,气旋全层变冷,低层出现冷中心。在台风转变和与东北冷涡合并的过程中,冷空气在气旋低层附近积聚,造成伪绝热势温度线倾斜,导致气旋中层垂直涡度倾斜发展。台风转变并与东北冷涡合并后,高层冷涡槽底部的正垂直涡度平流促进气旋直接从中层向高层发展,而冷涡槽底部的喷射气流则有利于维持正垂直涡度平流。同时,热动力切变涡度参数可以描述台风转变过程中雨区上空动力场和热动力场的典型垂直结构特征。从时间演变趋势来看,与地面雨区的发展和移动有一定的对应关系,扰动热动力发散参数对暴雨区有较好的指示作用。
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引用次数: 0
Nocturnal Extreme Rainfall over the Central Yungui Plateau under Cold and Warm Upper-Level Anomaly Backgrounds during Warm Seasons in 1980–2020 1980-2020 年暖季期间云贵高原中部在冷和暖高层异常背景下的夜间极端降雨量
IF 2.9 4区 地球科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-01 DOI: 10.3390/atmos15091057
Weihua Yuan, Zhi Li
The spatiotemporal and cloud features of the extreme rainfall under the warm and cold upper-level anomalies over the central Yungui Plateau (YGP) were investigated using the hourly rain gauge records, ERA5 reanalysis data, TRMM, and Fengyun satellite data, aiming to refine the understanding of different types of extreme rainfall. Extreme rainfall under an upper-level negative temperature anomaly (cold events) presents stronger convective cloud features when compared with the positive temperature anomaly (warm events). The maximum rainfall intensity and duration in cold events is much larger than that of warm events, while the brightness temperature of the cloud top is lower, and the ratio of convective rainfall is higher. In cold events, the middle-to-upper troposphere is dominated by a cold anomaly, and an unstable configuration with upper (lower) cold (warm) anomalies is observed around the central YGP. Although the upper-level temperature anomaly is positive, the anomalous divergence and convergence of southerly and northerly winds, as well as the strong moisture center and upward motions, are also found over the central YGP in warm events. The stronger atmospheric instability and higher convective energy under the upper-level cold anomalous circulation are closely associated with the rainfall features over the central YGP. The results indicate that the upper tropospheric temperature has significant influences on extreme rainfall, and thus more attention should be paid to the upper tropospheric temperature in future analyses.
利用云贵高原中部的小时雨量计记录、ERA5再分析资料、TRMM和风云卫星资料,研究了高层冷暖异常下极端降雨的时空和云层特征,旨在完善对不同类型极端降雨的认识。与正温度异常(暖事件)相比,高层负温度异常(冷事件)下的极端降雨呈现出更强的对流云特征。冷事件的最大降雨强度和持续时间远大于暖事件,而云顶亮度温度较低,对流降雨比例较高。在冷事件中,对流层中高层以冷异常为主,在 YGP 中心周围观测到上层(下层)冷(暖)异常的不稳定构造。虽然高层温度异常为正值,但在暖事件中,YGP 中央上空也出现了异常的偏南风和偏北风的发散和辐合,以及强烈的水汽中心和上升运动。在高层冷异常环流作用下,大气不稳定性增强,对流能量增大,这与YGP中部上空的降雨特征密切相关。结果表明,对流层上层温度对极端降雨有重要影响,因此在今后的分析中应更加关注对流层上层温度。
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引用次数: 0
Integrating Cost-Effective Measurements and CFD Modeling for Accurate Air Quality Assessment 整合成本效益测量和 CFD 建模,实现准确的空气质量评估
IF 2.9 4区 地球科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-01 DOI: 10.3390/atmos15091056
Giannis Ioannidis, Paul Tremper, Chaofan Li, Till Riedel, Nikolaos Rapkos, Christos Boikos, Leonidas Ntziachristos
Assessing air quality in urban areas is vital for protecting public health, and low-cost sensor networks help quantify the population’s exposure to harmful pollutants effectively. This paper introduces an innovative method to calibrate air-quality sensor networks by combining CFD modeling with dependable AQ measurements. The developed CFD model is used to simulate traffic-related PM10 dispersion in a 1.6 × 2 km2 urban area. Hourly simulations are conducted, and the resulting concentrations are cross-validated against high-quality measurements. By offering detailed 3D information at a micro-scale, the CFD model enables the creation of concentration maps at sensor locations. Through regression analysis, relationships between low-cost sensor (LCS) readings and modeled outcomes are established and used for network calibration. The study demonstrates the methodology’s capability to provide aid to low-cost devices during a representative 24 h period. The precision of a CFD model can also guide optimal sensor placement based on prevailing meteorological and emission scenarios and refine existing networks for more accurate urban air quality representation. The usage of cost-effective air quality networks, high-quality monitoring stations, and high-resolution air quality modeling combines the strengths of both top-down and bottom-up approaches for air quality assessment. Therefore, the work demonstrated plays a significant role in providing reliable pollutant monitoring and supporting the assessment of environmental policies, aiming to address health issues related to urban air pollution.
评估城市地区的空气质量对保护公众健康至关重要,而低成本的传感器网络有助于有效量化人口接触有害污染物的情况。本文介绍了一种创新方法,通过将 CFD 模型与可靠的空气质量测量相结合来校准空气质量传感器网络。所开发的 CFD 模型用于模拟 1.6 × 2 平方公里城市区域内与交通相关的 PM10 扩散。每小时进行一次模拟,得出的浓度与高质量的测量结果进行交叉验证。通过提供微观尺度的详细三维信息,CFD 模型能够绘制传感器位置的浓度图。通过回归分析,建立了低成本传感器(LCS)读数与模型结果之间的关系,并用于网络校准。该研究表明,该方法能够在具有代表性的 24 小时内为低成本设备提供帮助。CFD 模型的精确性还能根据当时的气象和排放情况指导传感器的最佳布置,并完善现有网络,以更准确地反映城市空气质量。使用具有成本效益的空气质量网络、高质量的监测站和高分辨率的空气质量模型,结合了自上而下和自下而上两种空气质量评估方法的优势。因此,所展示的工作在提供可靠的污染物监测和支持环境政策评估方面发挥了重要作用,旨在解决与城市空气污染有关的健康问题。
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引用次数: 0
Dust Storms Are Associated with an Increase in Outpatient Visits for Rheumatoid Arthritis 沙尘暴与类风湿关节炎门诊量增加有关
IF 2.9 4区 地球科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-01 DOI: 10.3390/atmos15091059
Conmin Chen, Chin-Shyan Chen, Tsai-Ching Liu
Our study is the first to illuminate a previously underexplored dimension in the intricate interplay between environmental factors, specifically dust storms (DSs), and rheumatoid arthritis (RA) outcomes. An Auto Regressive Moving Average (ARMA) time-series estimation model was employed to analyze rheumatoid arthritis outpatient visits, dust storms, air pollution, and meteorology data in Taiwan from 2006 to 2012. The results show that females are three times more likely to experience RA-related issues and seek medical attention. Percentage analysis revealed a 10–15% increase in daily RA outpatient visits on post-event days 1 and 2 compared to non-DS days. However, the time-series estimation indicated a delayed and statistically significant (p < 0.05) increase in RA outpatient visits on post-event day 1 for males but not females. Additionally, a significant increase in RA outpatient visits (p < 0.05) was observed on post-event day 1 among individuals aged 61 and above. Environmental factors such as temperature and SO2 showed strong significance across all genders and age groups (p < 0.001). The findings highlight distinct gender and age disparities regarding the impacts of DS on RA outpatient visits, emphasizing the heightened sensitivity of males to environmental pollutants and the vulnerability of the elderly population.
我们的研究首次揭示了环境因素(特别是沙尘暴)与类风湿性关节炎(RA)预后之间错综复杂的相互作用中一个以前未被充分探索的层面。该研究采用自回归移动平均(ARMA)时间序列估计模型,分析了2006年至2012年台湾的类风湿关节炎门诊量、沙尘暴、空气污染和气象数据。结果显示,女性出现类风湿关节炎相关问题并就医的几率是男性的三倍。百分比分析显示,与非沙尘暴日相比,沙尘暴后第1天和第2天的每日RA门诊量增加了10-15%。然而,时间序列估算表明,事件后第1天,男性的RA门诊就诊人数延迟增加,且具有统计学意义(P < 0.05),而女性则没有。此外,61 岁及以上人士的 RA 门诊就诊人次在事件后第 1 天明显增加(p < 0.05)。温度和二氧化硫等环境因素在所有性别和年龄组中都显示出显著性(p < 0.001)。研究结果凸显了DS对RA门诊量的影响存在明显的性别和年龄差异,强调了男性对环境污染物的高度敏感性和老年人群的脆弱性。
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引用次数: 0
Study on the Response Mechanism of Climate and Land Use Change to Evapotranspiration in Aksu River Basin 阿克苏河流域气候和土地利用变化对蒸散作用的响应机制研究
IF 2.9 4区 地球科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-01 DOI: 10.3390/atmos15091055
Gang Zheng, Guanghui Wei, Fanghong Han, Yan Cao, Fan Gao
Research on evapotranspiration and its drivers in the Aksu River Basin from the perspectives of climate change and land use is of great significance for promoting the efficient use and precise allocation of its water resources. Theil-Sen median trend analysis (T-S) and the Mann–Kendall nonparametric test (M-K), in addition to correlation analysis, partial correlation analysis, complex correlation analysis, and driving-factor zoning principles, were used to examine the characteristics of the spatiotemporal changes in evapotranspiration and to explore the driving mechanism of the changes in evapotranspiration. The results indicated that the range of fluctuations in the multiyear average evapotranspiration in the Aksu River Basin from 2001 to 2020 was between 481.58 and 772.37 mm/a, which showed the spatial distribution characteristics of being high in the west and central part of the basin, and low in the north and south of the basin. The positive correlation between evapotranspiration and precipitation was stronger, and the negative correlations with temperature and relative humidity were stronger. The change in evapotranspiration in cultivated land is mainly driven by precipitation and relative humidity × precipitation; for grassland, the main drivers were relative humidity and precipitation × relative humidity; for woodland, the main drivers were relative humidity and other climatic factors; and for other land types, the main drivers were other climatic factors.
从气候变化和土地利用的角度研究阿克苏河流域的蒸散及其驱动因素,对于促进水资源的高效利用和精确分配具有重要意义。本文采用 Theil-Sen 中值趋势分析(T-S)和 Mann-Kendall 非参数检验(M-K),以及相关分析、偏相关分析、复相关分析和驱动因素分区原理,研究了蒸散量时空变化特征,并探讨了蒸散量变化的驱动机制。结果表明,2001-2020年阿克苏河流域多年平均蒸散量波动范围在481.58-772.37 mm/a之间,呈现出流域西部和中部高、北部和南部低的空间分布特征。蒸散量与降水量的正相关性较强,与温度和相对湿度的负相关性较强。耕地蒸散量的变化主要受降水和相对湿度×降水的驱动;草地的主要驱动因素是相对湿度和降水×相对湿度;林地的主要驱动因素是相对湿度和其他气候因子;其他土地类型的主要驱动因素是其他气候因子。
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引用次数: 0
Generalized 3D Model of Crosswind Concentrations and Deposition in the Atmospheric Boundary Layer 横风浓度和大气边界层沉积的通用三维模型
IF 2.9 4区 地球科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-31 DOI: 10.3390/atmos15091054
Mehdi Farhane, Otmane Souhar
In this paper, we introduce a comprehensive solution aimed at enhancing our understanding of three-dimensional atmospheric pollutant dispersion. This innovative solution involves the development of a generalized model that extends previous research and is applicable to all parameterization schemes of these equations, including wind speed profiles and turbulent diffusion coefficients, while incorporating the dry deposition criterion. Our methodology involves subdividing the atmospheric boundary layer into distinct sub-layers, which facilitates a detailed examination of pollutant dispersion dynamics. Extensive validation with data from the Hanford experiment has demonstrated the accuracy of this solution in simulating pollutant concentrations. The results demonstrate that there is a strong correlation between the projected and observed concentrations, underscoring the statistical reliability of our approach. This validation situates the statistical indices of our solution within an acceptable range, confirming its accuracy in predicting atmospheric pollutant dispersion. These findings thus establish our solution as a valid and effective method for studying complex environmental phenomena.
本文介绍了一种全面的解决方案,旨在加深我们对三维大气污染物扩散的理解。这一创新性解决方案涉及开发一个通用模型,该模型扩展了之前的研究,适用于这些方程的所有参数化方案,包括风速剖面和湍流扩散系数,同时还纳入了干沉积标准。我们的方法包括将大气边界层细分为不同的子层,这有助于详细研究污染物的扩散动力学。通过对汉福德实验数据的广泛验证,证明了这一解决方案在模拟污染物浓度方面的准确性。结果表明,预测浓度和观测浓度之间存在很强的相关性,这突出表明了我们的方法在统计上的可靠性。这一验证使我们解决方案的统计指数处于可接受的范围内,证实了其在预测大气污染物扩散方面的准确性。因此,这些研究结果证明,我们的解决方案是研究复杂环境现象的有效方法。
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引用次数: 0
Spatiotemporal Trends and Variations in Rainfall Erosivity in the East Qinling Mountains and the Environmental Impacts 东秦岭降雨侵蚀的时空变化趋势及其环境影响
IF 2.9 4区 地球科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-30 DOI: 10.3390/atmos15091050
Xiaoming Xu
A better understanding of the spatiotemporal variation characteristics of rainfall erosivity and effects of extreme rainfall events on soil erosion is the basis for improved water resource planning, protection, and ecological restoration in the Qinling Mountains. Using long-term daily precipitation data from 19 national standard meteorological stations from 1957 to 2018, the spatiotemporal variation trend of rainfall erosivity was explored. A linear regression analysis method was used to detect trends in rainfall erosivity. The spatial pattern of rainfall erosivity, which is based on annual, seasonal, and extreme rainfall indices, was analyzed via a geospatial interpolation method. Effects of natural factors and human activities on soil erosion at different stages were examined via the double cumulative curve method. The average annual rainfall erosivity in the Shangluo area is 2306 MJ mm ha−1 h−1 year−1 and generally displays a gradual decreasing trend from southeast to northwest. Over the last 60 years, the annual R exhibited a nonsignificant increasing trend (p > 0.05). Overall, rainfall erosivity showed a phased trend with an increasing trend after 2000. Rainfall erosivity from June to September accounts for 78.5% of the annual total, while the annual R is mainly determined by a few rainfall events during the year. RX1d and RX5d account for 20–40% and 60–80%, respectively, of the total annual R and are likely to result in severe soil erosion in sloping cultivated land areas, agricultural lands, and dirt roads with continued climate change. Implementation of the National Natural Forest Protection Project and the ‘Grain for Green’ Project significantly reduced the intensity and scope of soil erosion in the area. This study aids in understanding the ecohydrological processes and soil erosion and sediment transport characteristics in the Qinling Mountains and promotes water resource protection and management along the middle route of the South-to-North Water Diversion Project.
更好地了解降雨侵蚀率的时空变化特征和极端降雨事件对水土流失的影响,是改善秦岭水资源规划、保护和生态修复的基础。利用1957-2018年19个国家标准气象站的长期日降水量资料,探讨了降雨侵蚀率的时空变化趋势。采用线性回归分析方法检测了降雨侵蚀率的变化趋势。通过地理空间插值法,分析了基于年降雨量、季节降雨量和极端降雨量指数的降雨侵蚀率的空间模式。通过双累积曲线法研究了自然因素和人类活动在不同阶段对土壤侵蚀的影响。商洛地区的年平均降雨侵蚀率为 2306 MJ mm ha-1 h-1 year-1,总体上呈自东南向西北逐渐减小的趋势。近 60 年来,年降雨侵蚀率呈不显著上升趋势(P > 0.05)。总体而言,降雨侵蚀率呈阶段性趋势,2000 年后呈上升趋势。6 月至 9 月的降雨侵蚀率占全年总侵蚀率的 78.5%,而年侵蚀率主要由一年中的几次降雨事件决定。RX1d 和 RX5d 分别占年 R 总量的 20-40% 和 60-80%,随着气候变化的持续,可能会导致坡耕地区、农田和土路的严重水土流失。国家天然林保护工程和 "绿色粮食 "项目的实施大大降低了该地区的水土流失强度和范围。本研究有助于了解秦岭地区的生态水文过程、水土流失和泥沙输移特征,促进南水北调中线工程沿线的水资源保护和管理。
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引用次数: 0
Analytical Review of Wind Assessment Tools for Urban Wind Turbine Applications 城市风力涡轮机应用的风力评估工具分析评述
IF 2.9 4区 地球科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-30 DOI: 10.3390/atmos15091049
Islam Abohela, Raveendran Sundararajan
Due to the complex nature of the built environment, urban wind flow is unpredictable and characterised by high levels of turbulence and low mean wind speed. Yet, there is a potential for harnessing urban wind power by carefully integrating wind turbines within the built environment at the optimum locations. This requires a thorough investigation of wind resources to use the suitable wind turbine technology at the correct location—thus, the need for an accurate assessment of wind resources at the proposed site. This paper reviews the commonly used wind assessment tools for the urban wind flow to identify the optimum tool to be used prior to integrating wind turbines in urban areas. In situ measurements, wind tunnel tests, and CFD simulations are analysed and reviewed through their advantages and disadvantages in assessing urban wind flows. The literature shows that CFD simulations are favoured over other most commonly used tools because the tool is relatively easier to use, more efficient in comparing alternative design solutions, and can effectively communicate data visually. The paper concludes with recommendations on best practice guidelines for using CFD simulation in assessing the wind flow within the built environment and emphasises the importance of validating CFD simulation results by other available tools to avoid any associated uncertainties.
由于建筑环境的复杂性,城市风流是不可预测的,其特点是湍流程度高,平均风速低。然而,通过将风力涡轮机精心整合到建筑环境中的最佳位置,利用城市风能还是有潜力的。这就需要对风资源进行全面调查,以便在正确的位置使用合适的风力涡轮机技术,因此需要对拟议地点的风资源进行准确评估。本文回顾了常用的城市风流风力评估工具,以确定在城市地区集成风力涡轮机之前使用的最佳工具。本文分析了现场测量、风洞试验和 CFD 模拟在评估城市风流方面的优缺点。文献显示,CFD 模拟比其他最常用的工具更受青睐,因为这种工具相对更容易使用,在比较替代设计方案时更有效,并能有效地直观传达数据。本文最后就使用 CFD 模拟评估建筑环境内风流的最佳实践指南提出了建议,并强调了通过其他可用工具验证 CFD 模拟结果以避免相关不确定性的重要性。
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引用次数: 0
Long-Term Variability of Surface Ozone and Its Associations with NOx and Air Temperature Changes from Air Quality Monitoring at Belsk, Poland, 1995–2023 1995-2023 年波兰贝尔斯克市空气质量监测得出的地表臭氧长期可变性及其与氮氧化物和气温变化的关系
IF 2.9 4区 地球科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-12 DOI: 10.3390/atmos15080960
Izabela Pawlak, Janusz Krzyścin, Janusz Jarosławski
Surface ozone (O3) and nitrogen oxides (NOx = NO + NO2) measured at the rural station in Belsk (51.83° N, 20.79° E), Poland, over the period of 1995−2023, were examined for long-term variability of O3 and its relationship to changes in the air temperature and NOx. Negative and positive trends were found for the 95th and 5th percentile, respectively, in the O3 data. A weak positive correlation (statistically significant) of 0.33 was calculated between O3 and the temperature averaged from sunrise to sunset during the photoactive part of the year (April–September). Recently, O3 maxima have become less sensitive to temperature changes, reducing the incidence of photochemical smog. The ozone–climate penalty factor decreased from 4.4 µg/m3/°C in the 1995–2004 period to 3.9 µg/m3/°C in the 2015−2023 period. The relationship between Ox (O3 + NO2) and NOx concentrations averaged from sunrise to sunset determined the local and regional contribution to Ox variability. The seasonal local and regional contributions remained unchanged in the period of 1995−2023, stabilizing the average O3 level at Belsk. “NOx-limited” and “VOC-limited” photochemical regimes prevailed in the summer and autumn, respectively. For many winter and spring seasons between 1995 and 2023, the type of photochemical regime could not be accurately determined, making it difficult to build an effective O3 mitigation policy.
研究了 1995-2023 年期间在波兰贝尔斯克(北纬 51.83°,东经 20.79°)农村站测量到的地表臭氧(O3)和氮氧化物(NOx = NO + NO2),以了解 O3 的长期变化及其与气温和 NOx 变化的关系。发现臭氧数据的第 95 和第 5 百分位数分别呈负和正趋势。在每年的光照活跃期(4 月至 9 月),O3 与从日出到日落的平均气温之间存在 0.33 的微弱正相关关系(具有统计学意义)。最近,O3 最大值对温度变化的敏感性降低,从而减少了光化学烟雾的发生。臭氧-气候惩罚因子从 1995-2004 年期间的 4.4 µg/m3/°C 降至 2015-2023 年期间的 3.9 µg/m3/°C。Ox(O3 + NO2)与从日出到日落的氮氧化物平均浓度之间的关系决定了本地和区域对 Ox 变化的贡献。在 1995-2023 年期间,当地和区域的季节性贡献保持不变,从而稳定了贝尔斯克市的臭氧平均水平。夏季和秋季分别是 "氮氧化物受限 "和 "挥发性有机化合物受限 "的光化学状态。在 1995 年至 2023 年期间的许多冬季和春季,无法准确确定光化学机制的类型,因此难以制定有效的臭氧减缓政策。
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引用次数: 0
Evaluation of GNSS-TEC Data-Driven IRI-2016 Model for Electron Density 评估由 GNSS-TEC 数据驱动的 IRI-2016 电子密度模型
IF 2.9 4区 地球科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-12 DOI: 10.3390/atmos15080958
Jing Peng, Yunbin Yuan, Yanwen Liu, Hongxing Zhang, Ting Zhang, Yifan Wang, Zelin Dai
The ionosphere is one of the important error sources that affect the communication of radio signals. The international reference ionosphere (IRI) model is a commonly used model to describe ionospheric parameters. The driving parameter IG12 of the IRI-2016 model was optimally updated based on GNSS-TEC data from 2015 and 2019. The electron density profiles and NmF2 calculated by the IRI-2016 model (upda-IRI-2016) driven by the updated IG12 value (IG-up) were evaluated for their accuracy using ionosonde observations and COSMIC inversion data. The experiments show that both the electron density profiles and NmF2 calculated by upda-IRI-2016 driven by IG-up show significant optimization effects, compared to the IRI-2016 model driven by IG12. For electron density, the precision improvement (PI) for both MAE and RMSE at the Beijing station exceed 31.2% in January 2015 and 16.0% in January 2019. While the PI of MAE and RMSE at the Wuhan station, which is located at a lower latitude, both exceed 32.5% in January 2015, both exceed 42.1% in January 2019, which is significantly higher than that of the Beijing station. In 2015, the PI of MAE and RMSE compared with COSMIC are both higher than 20%. For NmF2, the PI is greater for low solar activity years and low latitude stations, with the Wuhan station showing a PI of more than 11.7% in January 2019 compared to January 2015. The PI compared to COSMIC was higher than 17.2% in 2015.
电离层是影响无线电信号通信的重要误差源之一。国际参考电离层(IRI)模型是描述电离层参数的常用模型。根据 2015 年和 2019 年的 GNSS-TEC 数据,对 IRI-2016 模型的驱动参数 IG12 进行了优化更新。利用电离层观测数据和COSMIC反演数据,评估了IRI-2016模型(upda-IRI-2016)在更新的IG12值(IG-up)驱动下计算的电子密度剖面和NmF2的准确性。实验表明,与IG12驱动的IRI-2016模型相比,IG-up驱动的upda-IRI-2016计算的电子密度剖面和NmF2都有显著的优化效果。在电子密度方面,北京站的 MAE 和 RMSE 精度改进(PI)在 2015 年 1 月和 2019 年 1 月分别超过 31.2% 和 16.0%。而纬度较低的武汉站的 MAE 和 RMSE 的 PI 在 2015 年 1 月均超过 32.5%,2019 年 1 月均超过 42.1%,明显高于北京站。与 COSMIC 相比,2015 年 MAE 和 RMSE 的 PI 均高于 20%。对于 NmF2,低太阳活动年和低纬度站点的 PI 更大,武汉站 2019 年 1 月与 2015 年 1 月相比 PI 超过 11.7%。与 COSMIC 相比,2015 年的 PI 高于 17.2%。
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引用次数: 0
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Atmosphere
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