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Monitoring Dust Storms in Iraq Using Satellite Data

机译:使用卫星数据监控伊拉克的沙尘暴

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摘要

Dust storms can suspend large quantities of sand and cause haze in the boundary layer over local and regional scales. Iraq is one of the countries that is often impacted to a large degree by the occurrences of dust storms. The time between June 29 to July 8, 2009 is considered one of the worst dust storm periods of all times and many Iraq is suffered medical problems as a result. We used data from the Moderate Resolution Imaging Spectroradiometer (MODIS). MODIS Surface Reflectance Daily L2G Global 1 km and 500 m data were utilized to calculate the Normalized Difference Dust Index (NDDI). The MYD09GA V006 product was used to monitor, map, and assess the development and spread of dust storms over the arid and semi-arid territories of Iraq. We set thresholds for NDDI to distinguish between water and/or ice cloud and ground features and dust storms. In addition; brightness temperature data (TB) from the Aqua /MODIS thermal band 31 were analyzed to distinguish sand on the land surface from atmospheric dust. We used the MODIS level 2 MYD04 deep blue 550 nm Aerosol Option Depth (AOD) data that maintains accuracy even over bright desert surfaces. We found NDDI values lower than 0.05 represent clouds and water bodies, while NDDI greater than 0.18 correspond to dust storm regions. The threshold of TB of 310.5 K was used to distinguish aerosols from the sand on the ground. Approximately 75% of the territory was covered by a dust storm in 5 July 2009 due to strong and dry northwesterly winds.
机译:沙尘暴会悬浮大量的沙子,并在局部和区域范围内的边界层引起雾霾。伊拉克是经常受到沙尘暴影响很大的国家之一。 2009年6月29日至7月8日之间的时间被认为是有史以来最严重的沙尘暴时期之一,结果使许多伊拉克面临医疗问题。我们使用了中分辨率成像光谱仪(MODIS)的数据。利用MODIS每日L2G全球1 km和500 m的每日地面反射数据来计算归一化差异粉尘指数(NDDI)。 MYD09GA V006产品用于监视,绘制地图并评估沙尘暴在伊拉克干旱和半干旱地区的发展和扩散。我们为NDDI设置了阈值,以区分水和/或冰云,地面特征和沙尘暴。此外;分析了来自Aqua / MODIS热带31的亮度温度数据(TB),以区分陆地表面的沙粒与大气尘埃。我们使用了MODIS 2级MYD04深蓝色550 nm气溶胶选项深度(AOD)数据,即使在明亮的沙漠表面上也能保持精度。我们发现NDD​​I值小于0.05表示云和水体,而NDDI大于0.18则表示沙尘暴地区。 TB的阈值为310.5 K,用于区分地面上的沙子中的气溶胶。由于西北风偏强和干燥,2009年7月5日约有75%的领土被沙尘暴覆盖。

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