Testing the MODIS Thermal Modes for Dust Storms Monitoring

Fatima Jalal, Alaa S. Mahdi
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Abstract

Climate change is one of the global issues that is receiving wide attention due to its clear impact on all living organisms. This is essential for Iraq since it was classified as the fifth most vulnerable country to climate change. One of the manifestations of these changes in Iraq is the increasing frequency and severity of dust storms. In this study, the Normalized Difference Dust Index (NDDI) spectral index for Moderate Resolution Imaging Spectroradiometer (MODIS) sensor bands was used to measure and track the dust storm that occurred on May 16, 2022, as well as to test the validity of one of the daily products of this sensor, MOD11A1, to measure surface temperature and emissivity before and after the storm. It was found that the MOD09GA product is effective in monitoring and detecting dust storms. The areas close to the Syrian borders were identified as the origin of this storm. On the other hand, the MOD11A1 product is not suitable for daily monitoring due to the large number of missing pixels that cannot be compensated by conventional statistical methods or spatial interpolation techniques, as the percentage of missing data sometimes equals half or more of the scene, despite the fact that both products are from the same location and time of capture and under the same weather conditions. Therefore, it’s not suitable for daily monitoring of dust storm phenomena. The average of these data for eight days after image processing can be relied upon to monitor other phenomena or applications.
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用于沙尘暴监测的MODIS热模态测试
气候变化是一个受到广泛关注的全球性问题,因为它对所有生物都有明显的影响。这对伊拉克来说是至关重要的,因为它被列为第五大易受气候变化影响的国家。这些变化在伊拉克的表现之一是沙尘暴日益频繁和严重。本研究利用中分辨率成像光谱仪(MODIS)传感器波段的归一化差分尘指数(NDDI)光谱指数对2022年5月16日发生的沙尘暴进行了测量和跟踪,并检验了该传感器的日常产品之一MOD11A1在沙尘暴前后测量地表温度和发射率的有效性。结果表明,MOD09GA产品对沙尘暴的监测和探测是有效的。靠近叙利亚边境的地区被确定为这场风暴的起源。另一方面,MOD11A1产品不适合日常监测,因为大量的缺失像素无法通过传统的统计方法或空间插值技术来补偿,因为缺失数据的百分比有时相当于一半或更多的场景,尽管这两种产品来自相同的位置和时间,在相同的天气条件下。因此,它不适合用于沙尘暴现象的日常监测。经过图像处理后,这些数据在8天内的平均值可以用来监测其他现象或应用。
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