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First fully diurnal fog and low cloud satellite detection reveals life cycle in the Namib

机译:第一个完全昼夜雾和低云卫星检测揭示了NAMIB的生命周期

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Fog and low clouds (FLCs) are a typical feature along the southwestern African coast, especially in the central Namib, where fog constitutes a valuable resource of water for many ecosystems. In this study, a novel algorithm is presented to detect FLCs over land from geostationary satellite data using only infrared observations. The algorithm is the first of its kind as it is stationary in time and thus able to reveal a detailed view of the diurnal and spatial patterns of FLCs in the Namib region. A validation against net radiation measurements from a station network in the central Namib reveals a high overall accuracy with a probability of detection of 94%, a false-alarm rate of 12% and an overall correctness of classification of 97%. The average timing and persistence of FLCs seem to depend on the distance to the coast, suggesting that the region is dominated by advection-driven FLCs. While the algorithm is applied to study Namib-region fog and low clouds, it is designed to be transferable to other regions and can be used to retrieve long-term data sets.
机译:雾和低云(FLC)是沿着西南非洲海岸的典型特征,特别是在纳米米中,雾是许多生态系统的宝贵水资源。在该研究中,提出了一种新颖的算法,以仅使用红外观察来检测从地球静止卫星数据的陆地上的FLC。算法是首先,因为它是静止的,因此能够揭示纳米布区域中FLC的昼夜和空间模式的详细视图。禁止中央纳米布中的站网络净辐射测量的验证揭示了高总体精度,检测概率为94%,假警报率为12%,整体正确性为97%。 FLC的平均时序和持续存在似乎取决于与海岸的距离,表明该区域由平流驱动的FLC主导。虽然该算法应用于研究纳米布区域雾和低云,但它旨在可转换到其他区域,并且可用于检索长期数据集。

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