Statistical Analysis of Micro-Physical Features of Mountain Fog and Its Parameterization Scheme in Southern Fujian

IF 2.5 4区 地球科学 Q3 METEOROLOGY & ATMOSPHERIC SCIENCES
Wei Zhang, Jing Wang, Fan Jiang, Fei Li, Dehua Chen, Pak Wai Chan
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Abstract

This study analyzed the circulation patterns and micro-physical features of mountain fog in Southern Fujian using fog droplet spectrum data from meteorological stations, sounding data, and ERA5 reanalysis. Results suggested that both the convergence of cold and warm air in spring and the presence of southwestern warm moist airflow can lead to the formation of mountain fog in Southern Fujian. The former featured lower temperatures and denser isotherms in low levels compared to the latter. This resulted in an increase of supersaturation in the coastal atmosphere, thereby accelerating particle nucleation and condensation growth, forming larger droplets or even precipitation particles. Mountain fog in Southern Fujian has an average total particle number concentration of 314 cm−3 and an average total liquid water content of 0.1721 g·m−3. Average fog droplet spectrum features an unimodal distribution, with a peak at 5–6 μm. However, the average liquid water content spectrum showed a bimodal distribution, with the main peak at 8–9 μm interval and a secondary peak at 22–24 μm, indicating that total particle number concentration in fog was mainly controlled by small particles, but particles smaller than 10 μm and those in the 20–30 μm intervals both contributed significantly to the total liquid water content. Four parameterization schemes were used to fit visibility. Results showed that fitted coefficients differ significantly from those in other regions; hence, establishing local parameterization schemes for visibility was very important. In the evaluation results, fitting using the total particle number concentration as a factor showed the best performance, with a determination coefficient of up to 0.7. Mean absolute errors were significantly higher between 200 and 1000 m, especially in the 200–500 m interval. This was attributed to the larger ratio of standard deviation to the average value of particle concentration and liquid water content in this interval, indicating more uneven distributions of micro-physical parameters.

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闽南地区山雾微物理特征统计分析及其参数化方案
利用气象站雾滴谱资料、探测资料和ERA5再分析资料,分析了闽南地区山雾的环流模式和微物理特征。结果表明,春季冷暖空气辐合和西南暖湿气流的存在都是导致闽南山雾形成的原因。与后者相比,前者具有较低的温度和较密集的低空等温线。这导致沿海大气中过饱和的增加,从而加速了颗粒的成核和凝结生长,形成更大的液滴甚至降水颗粒。闽南山雾平均总粒子数浓度为314 cm−3,平均总液态水含量为0.1721 g·m−3。平均雾滴光谱呈单峰分布,峰值在5 ~ 6 μm处。而平均液态水含量谱呈8 ~ 9 μm区间的主峰和22 ~ 24 μm区间的次峰双峰分布,说明雾中总颗粒数浓度主要受小颗粒控制,但小于10 μm的颗粒和20 ~ 30 μm区间的颗粒对总液态水含量的贡献较大。采用四种参数化方案拟合可见性。结果表明,拟合系数与其他地区差异显著;因此,建立可视化的局部参数化方案是非常重要的。在评价结果中,以总颗粒数浓度为因子的拟合效果最佳,其决定系数可达0.7。平均绝对误差在200 ~ 1000 m区间显著较高,特别是在200 ~ 500 m区间。这是由于该区间内颗粒浓度和液态水含量均值的标准差比较大,说明微物性参数分布较为不均匀。
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来源期刊
Meteorological Applications
Meteorological Applications 地学-气象与大气科学
CiteScore
5.70
自引率
3.70%
发文量
62
审稿时长
>12 weeks
期刊介绍: The aim of Meteorological Applications is to serve the needs of applied meteorologists, forecasters and users of meteorological services by publishing papers on all aspects of meteorological science, including: applications of meteorological, climatological, analytical and forecasting data, and their socio-economic benefits; forecasting, warning and service delivery techniques and methods; weather hazards, their analysis and prediction; performance, verification and value of numerical models and forecasting services; practical applications of ocean and climate models; education and training.
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