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On the characterization of mountain waves and the development of a warning method for aviation safety using WRF forecast

机译:关于山波的特点及WRF预测航空安全警告方法的发展

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摘要

Mountain wave and icing episodes are adverse meteorological conditions that can affect aviation safety and air traffic management in the vicinity of airports. This study presents a mountain wave characterization performed for the winter months from 2001 to 2010 in the center of the Iberian Peninsula, close to an important orographic barrier and next to the busiest Spanish airport. Sixty-eight episodes were simulated using the Weather Research and Forecasting model (WRF). Five simulated atmospheric variables (wind direction, wind speed, atmospheric stability, liquid water content and temperature) were evaluated in several grid points at 2800 meters above sea level in leeward, windward and over the summit of the mountains. Based on the percentiles and thresholds obtained from the characterization, a decision tree was developed with the aim to forecast and warn the occurrence of mountain waves, wave clouds and icing events. The decision tree and the three warning methods were validated against satellite images. The results show satisfactory scores, with a percentage correct of detection above 70% for the three warnings.
机译:山波和结冰剧集是不利的气象条件,可以影响机场附近的航空安全和空中交通管理。本研究介绍了在伊比利亚半岛市中心2001至2010年冬季执行的山波特征,靠近一个重要的地形屏障,旁边是最繁忙的西班牙机场。使用天气研究和预测模型(WRF)模拟六十八集。在海拔2800米以上的海拔地区,在海拔2800米处,在海拔2800米处,在海拔2800米处的五个模拟大气变量(风向,风速,大气稳定性,液态水含量和温度)。基于从表征中获得的百分比和阈值,决策树是开发的,目的是预测和警告山波,波浪云和结冰事件的发生。决策树和三种警告方法是针对卫星图像验证的。结果表明,对于三个警告,百分比百分比较高70%。

著录项

  • 来源
    《Atmospheric research》 |2021年第8期|105620.1-105620.10|共10页
  • 作者单位

    Univ Complutense Madrid Fac Phys Dept Earth Phys & Astrophys Madrid 28040 Spain;

    Univ Complutense Madrid Fac Phys Dept Earth Phys & Astrophys Madrid 28040 Spain;

    High Resolut Ltd Area Model Consortium HIRLAM Madrid Spain|State Meteorol Agcy AEMET Madrid Spain;

    Univ Complutense Madrid Fac Phys Dept Earth Phys & Astrophys Madrid 28040 Spain|Univ Valladolid Dept Appl Math Fac Comp Engn Valladolid Spain;

    Univ Complutense Madrid Fac Phys Dept Earth Phys & Astrophys Madrid 28040 Spain|Univ Complutense Madrid Inst Interdisciplinary Math IMI Madrid Spain;

    Univ Valladolid Dept Appl Math Fac Comp Engn Valladolid Spain;

    State Meteorol Agcy AEMET Madrid Spain;

    Univ Leon IMA Atmospher Phys Grp Leon Spain;

    Univ Valladolid Dept Appl Math Fac Comp Engn Valladolid Spain|Univ Complutense Madrid Inst Interdisciplinary Math IMI Madrid Spain;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Mountain waves; Icing; Wave clouds; WRF model; Warning method; Decision tree;

    机译:山波;冰;波浪云;WRF模型;警告方法;决策树;

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