Mining and Analysis of Air Quality Data to Aid Climate Change - Inria - Institut national de recherche en sciences et technologies du numérique
Communication Dans Un Congrès Année : 2020

Mining and Analysis of Air Quality Data to Aid Climate Change

Lakshmi Babu Saheer
  • Fonction : Auteur
  • PersonId : 1135222
Mohamed Shahawy
  • Fonction : Auteur
  • PersonId : 1135223
Javad Zarrin
  • Fonction : Auteur
  • PersonId : 1135224

Résumé

The data science and AI community has gathered around the world to support tackling the climate change problem in different domains. This research aims to work on the air quality through emissions and pollutant concentration data along with vegetation information. Authorities especially in urban cities like London have been very vigilant in monitoring these different aspects of air quality and reliable sources of big data are available in this domain. This study aims to mine and collate this information spread all over the place in different formats into usable knowledge base on which further data analysis and powerful Machine Learning approaches can be built to extract strong evidences useful in building better policies around climate change.
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Dates et versions

hal-03677628 , version 1 (24-05-2022)

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Lakshmi Babu Saheer, Mohamed Shahawy, Javad Zarrin. Mining and Analysis of Air Quality Data to Aid Climate Change. 16th IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI), Jun 2020, Neos Marmaras, Greece. pp.232-243, ⟨10.1007/978-3-030-49190-1_21⟩. ⟨hal-03677628⟩
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