基于机载探测的内蒙古飞机积冰环境要素与云微物理特征OA
Environmental factors and cloud microphysical characteristics of aircraft icing in Inner Mongolia based on airborne observations
利用2018-2022年内蒙古中西部地区新舟60飞机39架次机载探测数据,系统分析了飞机积冰发生时的温度、相对湿度、高度及云微物理特征,采用分层随机抽样方法提取不同积冰强度下各物理量的75%分位数阈值并在独立测试集验证.结果表明:积冰高发于-10~0℃、相对湿度高于70%、高度4~6.5 km的环境,积冰强度与温度呈负相关,与相对湿度呈正相关.液态水含量分布差异显著,75%的样本低于0.25 g·m-3,最大值达1.8 g·m-3,且与积冰强度不呈正相关.小云滴数浓度与积冰强度呈显著正相关(中度峰值达2000 cm-3),其有效直径及数据离散度均随积冰增强呈增大趋势.大云滴及降水粒子的数浓度与粒径谱宽度均随积冰增强而增大,其中大云滴数浓度多小于160 cm-3,降水粒子数浓度整体小于25 cm-3,粒径分布于200~4000 μm.初步提炼出适用于内蒙古中西部地区的云微物理特征参数阈值,以期为飞机积冰监测识别及航空飞行安全保障提供参考依据.
This study used in situ airborne detection data from 39 MA60-aircraft sorties over the central-western region of Inner Mongolia,China,from 2018 to 2022,to analyze temperature,relative humidity,altitude,and cloud microphysical characteristics associated with aircraft icing events.Stratified random sampling was em-ployed to derive the 75th percentile thresholds of various physical parameters under different icing intensities,which were subsequently validated using an independent test set.The results showed that icing predominantly oc-curred under environmental conditions characterized by temperatures ranging from −10℃to 0℃,relative humid-ity exceeding 70%,and altitudes between 4 and 6.5 km.Icing intensity exhibited a negative correlation with tem-perature and a positive correlation with relative humidity.The liquid water content(LWC)varied considerably:75%of the samples had LWC values below 0.25 g·m−3,while the maximum observed value reached 1.8 g·m−3.Notably,LWC did not follow the expected traditional positive correlation with icing intensity.In contrast,the con-centration of small cloud droplets showed a strong positive correlation with icing intensity,with peak values reaching 2000 cm−3 under moderate icing conditions.Furthermore,the effective diameter and degree of dispersion of small droplets tended to increase with icing intensity.For large cloud droplets and precipitation particles,both the concentration and width of the particle size distribution increased significantly with icing intensity.Specifical-ly,the concentration of large cloud droplets was mostly<160 cm−3,while that of precipitation particles was gener-ally<25 cm−3,with particle sizes predominantly ranging from 200 to 4000 μm.The probability of icing across dif-ferent particle size intervals exhibited a multipeak pattern.Based on these analyses,a preliminary set of thresh-olds for cloud microphysical characteristic parameters applicable to the central-western region of Inner Mongolia was proposed.These thresholds are intended to serve as a scientific reference for monitoring and identifying air-craft icing events to ensure aviation flight safety.
樊茹霞;史金丽;毕力格;赵德龙;衣娜娜;于水燕;王紫璇
内蒙古自治区人工影响天气中心,内蒙古 呼和浩特 010051||内蒙古自治区气象科学研究所,内蒙古 呼和浩特 010051内蒙古自治区人工影响天气中心,内蒙古 呼和浩特 010051||呼和浩特国家气候观象台,内蒙古 呼和浩特 010051内蒙古自治区人工影响天气中心,内蒙古 呼和浩特 010051||呼和浩特国家气候观象台,内蒙古 呼和浩特 010051中国气象局人工影响天气中心,北京 100081内蒙古自治区人工影响天气中心,内蒙古 呼和浩特 010051内蒙古自治区人工影响天气中心,内蒙古 呼和浩特 010051内蒙古自治区人工影响天气中心,内蒙古 呼和浩特 010051
飞机积冰温度相对湿度液态水含量数浓度有效直径
aircraft icingtemperaturerelative humidityliquid water contentnumber concentrationeffec-tive diameter
《干旱区研究》 2026 (10)
2127-2135,9
国家自然科学基金面上项目(42575092)中国气象局创新发展基金(CXFZ2025J038)内蒙古自治区气象局科技创新项目(nmqxkjcx202335,nmqxkjcx202657)内蒙古自治区自然科学基金(2026QC0790,2026MS1056,2025MS04032)内蒙古自治区气象局揭榜挂帅项目(nmqxjbgs202407)
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