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All Journal International Journal of Electrical and Computer Engineering
Mohamed Akram Zaytar
Abdelmalek Essaadi University
Computer Science & IT Electrical & Electronics Engineering

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MetOp Satellites Data Processing for Air Pollution Monitoring in Morocco Mohamed Akram Zaytar; Chaker El Amrani
International Journal of Electrical and Computer Engineering (IJECE) Vol 8, No 6: December 2018
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (769.17 KB) | DOI: 10.11591/ijece.v8i6.pp4584-4592

Abstract

This paper presents a data processing system based on an architecture comprised of multiple stacked layers of computational processes that transforms Raw Binary Pollution Data coming directly from Two EUMETSAT MetOp satellites to our servers, into ready to interpret and visualise continuous data stream in near real time using techniques varying from task automation, data preprocessing and data analysis to machine learning using feedforward artificial neural networks. The proposed system handles the acquisition, cleaning, processing, normalizing, and predicting of Pollution Data in our area of interest of Morocco.
Co-Authors Chaker El Amrani