Conference proceedings

Displaying 1 - 2 of 2 in Environmental data analysis and modelling (remove filter), air (remove filter)

CEST Proceedings are published under the ISSN 2944-9820.

Nonlinear Autoregressive Neural Networks for Air Temperature forecasting

Philippopoulos K., (Corresponding) Tzanis C., Deligiorgi D., Alimissis A.

Topic:

Environmental data analysis and modelling

In the field of climatic conditions forecasting, the linear classical time series models are inadequate for modelling and predicting accurately the air temperature variability. This work presents the novel application of nonlinear autoregressive neural networks (NAR) in air temperature forecasting...Read more

Keywords:

Air temperature, Machine Learning, Artificial Neural Networks, Dynamic Neural Networks, Forecasting

DOI:

https://doi.org/10.30955/gnc2021.00485

Conference:

CEST2021

Paper ID:

cest2021_00485

UrbEm: a method and tool to refine regional emission inventories for urban atmospheric studies

(Corresponding) Kakouri A., Ramacher M., Kuenen J., Speyer O., Gerasopoulos E., Athanasopoulou E.

Topic:

Environmental data analysis and modelling

As cities are growing in size and complexity, the estimation of air pollution exposure requires detailed spatial representation of air pollution levels. Intra-urban atmospheric studies require up-to-date and credible emission inventories. The Copernicus Atmosphere Monitoring Service (CAMS) provides...Read more

Keywords:

air pollution, emissions, urban air quality, Chemistry Transport Modelling

DOI:

https://doi.org/10.30955/gnc2023.00219

Conference:

CEST2023

Paper ID:

cest2023_00219