A Stream Processing Software for Air Quality Satellite Datasets

ADVANCED INTELLIGENT SYSTEMS FOR SUSTAINABLE DEVELOPMENT (AI2SD'2020), VOL 1(2022)

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摘要
There is no doubt that air pollution harms human health. Municipal areas are the most affected by the degradation of the air quality by discharging anthropogenic gases from transport and industrial activities. This research collected remote sensing data from numerous satellite sensors to efficiently monitor the air quality in near-real-time. This paper deliberates the developed software based on the complex event processing calculating in streaming the air quality level in Morocco and Spain. Therefore, this computer program extracts only useful information rapidly from remote sensing big data helping decision-makers. This investigation takes up also a validation between the air quality measured by the ground station data of Andalucia and Madrid regions and the used satellite sensors data.
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关键词
Remote sensing big data, Ingestion layer, Data pre-processing, Data integration
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